Dr. Kim-Anh Do, Ph.D.
Department of Biostatistics, Division of Discovery Science
About Dr. Kim-Anh Do
Kim-Anh Do, Ph.D., is Professor and former Chair in the Department of Biostatistics at MD Anderson, a recipient of the Faculty Scholar Award at MD Anderson in 2003, the Texas 4000 Distinguished Professorship in 2013, and the Electa C. Taylor Chair for Cancer Research in 2017. She is a Fellow of the American Statistical Association, the American Association for the Advancement of Science (AAAS) and the Royal Statistical Society and is an Elected Member of the International Statistical Institute. She has served as a primary statistician or co-investigator on several National Institutes of Health (NIH) funded grants and clinical trials in prostate cancer, epidemiology, leukemia, upper aerodigestive cancer, breast cancer and brain cancer, including the Early Detection Research Network (EDRN) grant, the Prostate SPORE (as Director of the Biostatistics Core), the Breast SPORE, and the Brain SPORE at M. D. Anderson. She has significant publications in statistical methodology, computing, biomedical, and in other applied specialist journals. Her most recent interest is in the development of clustering and analytic methods for genomic and proteomic expressions, as well as microbiome data and recently spatial transcriptomic data. She has developed bioinformatics software and authored books: (i) Analyzing microarray gene expression data; (ii) Bayesian Inference for Gene Expression and Proteomics; and (iii) Advances in Statistical Bioinformatics--Models and Integrative Inference for High-Throughput Data. Her extensive contribution to statistical, medical and cancer research has resulted in more than 260 published articles to date. Additional information regarding Dr. Do's educational and professional activities can be found here. https://kimanhdomda.github.io/COSMIC/
Present Title & Affiliation
Primary Appointment
Endowed Electa C. Taylor Chair for Cancer Research, Department of Biostatistics, Division of Discovery Science, The University of Texas MD Anderson Cancer Center, Houston, TX
Professor and Former Department Chair (7/2012-8/2020)), Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
Adjunct Professor, Department of Statistics, Texas A&M University, College Station, TX
Adjunct Professor, Department of Statistics, Rice University, Houston, TX
Dual/Joint/Adjunct Appointment
Electa C. Taylor Chair for Cancer Research, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
Adjunct Professor, Department of Statistics, Texas A&M University, College Station, TX
Adjunct Professor, Department of Statistics, Rice University, Houston, TX
Research Interests
- Computational Statistics and Biostatistics
- Bioinformatics
- Statistical Genetics
- Non-parametric Statistical Methods
Education & Training
Degree-Granting Education
| 1990 | Stanford University, Stanford, California, US, Statistics, Ph.D |
| 1985 | Stanford University, Stanford, California, US, Statistics, M.S |
| 1983 | University of Queensland, Brisbane, AU, Mathematics and Computer Science, B.Sc |
Experience & Service
Faculty Academic Appointments
Texas 4000 Distinguished Professor, The University of Texas MD Anderson Cancer Center, Houston, TX, 2013 - 2017
Department Chair, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, 2012 - 2020
Professor (tenured), Department of Biostatistics and Applied Mathematics, The University of Texas M. D. Anderson Cancer Center, Houston, TX, 2004 - 2012
Adjunct Associate Professor, Department of Statistics, Rice University, Houston, TX, 1999 - 2004
Associate Professor (tenured), Department of Biostatistics, The University of Texas M. D. Anderson Cancer Center, Houston, TX, 1999 - 2004
Senior Research Fellow/Senior Biostatistician (tenured), Queensland Institute of Medical Research, Brisbane, Australia, 1996 - 1999
Senior Lecturer / Senior Biostatistician (tenured), Department of Social and Preventive Medicine, The University of Queensland, Brisbane, 1995 - 1996
Senior Lecturer in Statistics (on leave from the Univ. of Canberra), Department of School of Mathematics, Queensland University of Technology, Brisbane, 1994
Lecturer/Senior Lecturer in Statistics (tenured), Department of Faculty of Information Sciences and Engineering, University of Canberra, Canberra, 1992 - 1994
Australian Research Council Postdoctoral Research Fellow, Department of Center for Mathematics & its Applications, The Australian National University, Canberra, 1990 - 1992
Senior Research Officer, Department of Statistics and Mathematics Section, Australian Bureau of Agriculture and Resource Economics, Canberra, 1990 - 1992
Research and Teaching Assistant, Department of Departments of Statistics and Computer Science, University of Queensland, Brisbane, 1989
Research Instructor and Biostatistician, Department of Oncology Department and Center for Prevention Research, Bowman Gray School of Medicine, Winston-Salem, NC, 1988 - 1989
Research and Teaching Assistant, Department of Statistics & the Stanford Linear Accelerator, Stanford University, Stanford, CA, 1983 - 1987
Research Assistant, Department of Institute of Advanced Studies, Australian National University, Canberra, 1983
Research Vacation Scholar, Department of Statistics, Melbourne University, Victoria, 1982
Research Vacation Scholar, Department of Institute of Advanced Studies, Australian National University, Canberra, 1981
Research and Teaching Assistant, Department of Departments of Statistics and Computer Science, Queensland University, Brisbane, 1980 - 1983
Administrative Appointments/Responsibilities
Professor and Former Department Chair (7/2012-8/2020)), Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 2013 - Present
Division Head ad interim, Department of Division of Quantitative Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, 2012 - 2013
Department Chair ad interim, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 2012 - 2013
Extramural Institutional Committee Activities
Member, Senior Faculty Committee, The University of Texas MD Anderson Cancer Center, 2022 - Present
Member, IRB, MDACC, The University of Texas MD Anderson Cancer Center, 2021 - Present
Member of the Data Management Team and the People and Talent Management Team, Research Leadership Team, The University of Texas MD Anderson Cancer Center, 2020 - Present
Member, Community of Chairs and Community of Science Chairs, The University of Texas MD Anderson Cancer Center, 2017 - 2020
Member, Search Committee for Chair, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, 2016 - 2017
Member, IP Task Force (chaired by Patrick Hwu), The University of Texas MD Anderson Cancer Center, 2016 - 2016
Member, Reorganization of the Institute of Basic Science Task Force (chaired by Mien-Chi Hung), The University of Texas MD Anderson Cancer Center, 2016 - 2018
Member, Women and Minority Faculty Inclusion Advisory Committee, The University of Texas MD Anderson Cancer Center, 2016 - 2020
Member, Endowed Positions & Awards Committee (EPAC), The University of Texas MD Anderson Cancer Center, 2015 - 2019
Member, Faculty Search Committee, Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, 2015 - Present
Member, Division Heads, The University of Texas MD Anderson Cancer Center, 2012 - 2013
Member, Institutional Research Executive Committee (IREC) Faculty Excellence Subcommittee, The University of Texas MD Anderson Cancer Center, 2012 - Present
Member, Research Council, The University of Texas MD Anderson Cancer Center, 2012 - Present
Member, Institutional Clinical Executive Committee (ICEC), The University of Texas MD Anderson Cancer Center, 2012 - 2013
Member, Institutional Research Executive Committee (IREC), The University of Texas MD Anderson Cancer Center, 2012 - Present
Member, IREC Faculty Excellence, The University of Texas MD Anderson Cancer Center, 2012 - Present
Ad hoc member (to substitute for Jack Lee), IPCT Executive Committee, The University of Texas MD Anderson Cancer Center, 2011 - 2012
Division Representative, Division Head Search Committee, The University of Texas MD Anderson Cancer Center, 2011
Statistics Reviewer, UT MDACC Institutional Animal Care & Use Committee (ACUF), The University of Texas MD Anderson Cancer Center, 2010 - 2013
Member, 1999-2001, Faculty Recruitment Committee, Department of Biostatistics and Applied Mathematics, The University of Texas MD Anderson Cancer Center, 2009
Chair, Faculty Recruitment Committee, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, 2005 - 2006
Member, Faculty Promotion & Tenure Committee, UT M.D. Anderson Cancer Center, The University of Texas MD Anderson Cancer Center, 2004 - 2007
Alternate Member, Internal Review Board, UT M.D. Anderson Cancer Center, The University of Texas MD Anderson Cancer Center, 2003 - Present
Representative, Faculty Senate, UT M.D. Anderson Cancer Center, The University of Texas MD Anderson Cancer Center, 2003 - 2004
Member, Multidisciplinary Research Advisory Committee, The University of Texas MD Anderson Cancer Center, 2002 - Present
Departmental Representative, Conflict Management and Appeals Processes for Faculty Committee, The University of Texas MD Anderson Cancer Center, 2002 - 2003
Member, Conflict Management Advisory Committee, The University of Texas MD Anderson Cancer Center, 2002 - 2006
Chair, Computing Committee and Programmer Search Committee, The University of Texas MD Anderson Cancer Center, 1999 - 2000
Chair, Postdoctoral Fellow Recruitment Committee, The University of Texas MD Anderson Cancer Center, 1999 - 2001
Member, Statistical Analyst Recruitment Committee, The University of Texas MD Anderson Cancer Center, 1999 - 2001
Editorial Activities
Statistical Reviewer, NSF CAREER Section, 2005
Member of Editorial Review Board, Cancer Informatics, 2005 - Present
Statistical reviewer, NIH Study Section ZRG1 BDMA, 2004
Honors & Awards
| 2024 | Janet Norwood Award |
| 2024 - 2027 | Elected to the ASA FELLOWS COMMITTEE |
| 2017 - 2024 | Electa C. Taylor Chair for Cancer Research, The University of Texas MD Anderson Cancer Center |
| 2016 | Nominated for the Blue Ribbon Panel for the Vice President Cancer Initiative, American Statistical Association and the Provost of The University of Texas M D Anderson Cancer Center |
| 2015 | Elected to the Electorate Nominating Committee for Statistics, AAAS |
| 2014 | Nominated for the Faculty Achievement Award in Cancer Prevention, University of Texas M.D. Anderson Cancer Center |
| 2014 | President's Recognition for Faculty Excellence Certificate, The University of Texas M D Anderson Cancer Center |
| 2013 - 2017 | Texas 4000 Distinguished Professorship, The University Texas M D Anderson Cancer Center |
| 2013 | Elected Fellow, American Association for the Advancement of Science |
| 2012 | Elected Member, International Statistical Institute |
| 2007 | Nominated for the Faculty Achievement Award in Clinical Research, University of Texas M.D. Anderson Cancer Center |
| 2007 | Nominated for the Janet L. Norward Award for Outstanding Achievement by a Woman in the Statistical Sciences, University of Alabama at Birmingham |
| 2006 | Fellow, American Statistical Association |
| 2005 | Fellow, Royal Statistical Society |
| 2005 | Graduate, Faculty Leadership Academy, University of Texas M.D. Anderson Cancer Center |
| 2003 | Faculty Scholar Award, University of Texas M.D. Anderson Cancer Center |
| 1994 | Australian Academy of Science Travel Award |
| 1984 - 1987 | Research Assistantship, Stanford University |
| 1983 | Amy R. Hughes Award, Australian Federation of University Women, Australia |
| 1982 | Caltex Woman Graduate of the Year, Postgraduate Scholarship, University of Queensland |
| 1982 | Commonwealth Postgraduate Award, Australia |
| 1981 - 1982 | Summer Vacation Awards, Melbourne University |
| 1981 | Summer Vacation Awards, Australian National University |
Professional Memberships
Selected Presentations & Talks
Local Presentations
- 2020. Invited speaker and panel discussant: Research Directions and Emphasis in cancer and Health Research. Conference. American Statistical Association, Houston Chapter. Houston, TX, US.
- 2009. Biostatistics Methodology for High-Throughput Data with Applications to Breast Cancer. Conference. M. D. Anderson Cancer Center. Houston, TX, US.
- 2008. Computer-intensive statistical methodology with applications to translational cancer research. Conference. University of Texas School of Public Health. Houston, TX, US.
- 2002. Some recent methods in clustering microarray gene expression data and applications. Conference. Texas Statisticians. Houston, TX, US.
- 2001. Statistical methods for the analysis of secondary primary tumors in head and neck cancers: baseline and longitudinal studies. Conference. University of Texas M.D. Anderson Cancer Center. Houston, TX, US.
- 2001. Preferential peptide binding: Phage experiments, drug delivery, and multiple testing. Conference. University of Texas M.D. Anderson Cancer Center. Houston, TX, US.
- 2001. Gene-shaving and clustering methods for microarray gene expression: statistical methodology and computer demonstration. Conference. University of Texas M.D. Cancer Center. Houston, TX, US.
- 2001. Genetic analysis of melanoma onset: estimating equations and Bayesian mixed effects model. Conference. UT M. D. Anderson Cancer Center. Houston, TX, US.
- 1999. MARS - A review of methodology, computing issues and applications to the analysis of injury data. Conference. University of Texas M.D. Anderson Cancer Center. Houston, TX, US.
- 1999. Clustering and discrimination techniques and applications to the analysis of biomarkers. Conference. University of Texas M.D. Anderson Cancer Center. Houston, TX, US.
- 1999. CART, martingale residuals and model selection and applications to the analysis of AML data. Conference. University of Texas M.D. Anderson Cancer Center. Houston, TX, US.
- 1998. Smoothed principal components for the analysis of data curves. Conference. University of Texas M.D. Anderson Cancer Center. Houston, TX, US.
- 1998. Importance bootstrap resampling for Cox proportional hazards models. Conference. UT M.D. Anderson Cancer Center. Houston, TX, US.
National Presentations
- 2025. Interdisciplinary Microbiome Research: Statistical Methodology and Computational Tools. Nashiville, Tennessee, US.
- 2025. Statistical Methods and Computational tools for Microbiome data, AU.
- 2024. Interdisciplinary Odyssey into the Genomic, Proteomic and Microbiome Jungle: Statistical Methodology and Computational Tools for Cancer Research. Invited. Fairfax, Virginia, US.
- 2024. The Janet Norwood Lecture Awardee for Outstanding Woman in Statistical Science - Interdisciplinary Odyssey into the Genomic, Proteomic and Microbiome Jungle: Statistical Methodology and Computational Tools for Cancer Research. Invited. Birmingham, Alabama, US.
- 2023. Onco-Informatics in Cancer Research - Statistical Methodology, Computation & Applications, Plenary speaker. Conference. TAMU bioinformatics symposium, 6th Annual Symposium- Cancer Research: Basic Science to Bioinformatics. College Station, TX, US.
- 2019. Integrative Network Modeling Approaches to Precision Cancer Medicine, Caucus for Women in Statistics, Section on Statistics in Genomics and Genetics, Section on Statistical Learning in Data Science. Invited. Joint Statistical Meetings. Denver, CO, US.
- 2019. Integrative Network Modeling Approaches to Precision Cancer Medicine. Invited. Caucus for Women in Statistics, Section on Statistics in Genomics and Genetics, Section on Statistical Learning in Data Science. Denver, CO, US.
- 2017. PRECISE - PeRsonalizEd cancer-speCIfic Integrated Network Estimation. Invited. Medical College of Wisconsin National Biostatistics Conference. Milwaukee, WI, US.
- 2017. Effective Leadership and Chairpersonship. Invited. Second Annual North American Biostatistics Department Chairs Workshop. Washington, DC, US.
- 2017. Precision Medicine: New Integrative Paradigms for Disease Modeling. Invited. American Association for the Advancement of Science. Boston, MA, US.
- 2016. Effective Leadership. Invited. Women in Statistics and Data Science Conference. Charlotte, NC, US.
- 2015. Challenges of Genomics, Integromics, and Tumor Heterogeneity in Clinical Trial Designs. Invited. AACR. Philadelphia, PA, US.
- 2015. Statistical challenges in cancer research: heterogeneity in functional imaging and multi--dimensional omics data. Invited. ENAR. Miami, FL, US.
- 2013. Successful Collaborative Strategies Between Biostatisticians and Biomedical Researchers. Conference. Department of Internal Medicine. Houston, TX, US.
- 2013. Integrative Bayesian Models for High-dimensional Multi-platform Genomics Data. Conference. Biostatistics Grand Rounds. Houston, TX, US.
- 2013. The Joy of Analyzing High-dimensional Gene Expression Data Using Gene Shaving. Conference. Informal Biostatistics Lunch Discussion Series. Houston, TX, US.
- 2012. Integrative Bayesian Models for High-dimensional Multi-platform Genomics Data. Invited. Joint Statistical Meetings. San Diego, CA, US.
- 2012. Integrative Bayesian Models for High-dimensional Multi-platform Genomics Data. Invited. WNAR-Graybill Conference. Fort Collins, CO, US.
- 2011. Bayesian ensemble methods for survival prediction in gene expression data. Invited. Conference on Risk Assessment and Evaluation of Predictions. Washington, DC, US.
- 2011. Computer-intensive Modeling with applications to translational prostate cancer research. Invited. From Molecular Information to Cancer Medicine. Washington, DC, US.
- 2011. Bayesian ensemble methods for survival prediction in gene expression data. Invited. IISA conference on Probability, Statistics, and Data Analysis. Raleigh, NC, US.
- 2010. Bayesian Mixture Modeling with Applications to Translational Cancer Research. Invited. ICSM Mixture Workshop. Edinburgh.
- 2008. Modern Semiparametric Methods in Action: A Bayesian semiparametric method jointly modeling a primary endpoint and longitudinal measurements. Invited. Southern Regional Council on Statistics Summer Research Conference. Charleston, SC, US.
- 2006. Lecture Series on Statistical Methods for Genomics & Proteomics. Invited. Joint UT M.D. Anderson Cancer Center/Puerto Rico Research. San Juan and Mayaguez, PR, US.
- 2005. Massive multiple comparison - Invited papers. Invited. Spanning the Breadth of Biometrics: From Ecosystems to Healthcare Systems. Minneapolis, MN, US.
- 2005. Everything you wanted to know about the subject matter but were too afraid to ask - An applied statistician's perspective. Invited. Spanning the Breadth of Biometrics: From Ecosystems to Healthcare Systems. Minneapolis, MN, US.
- 2005. A Bayesian mixture model for protein biomarker discovery - A case study. Invited. Using Our Discipline to Enhance Human Welfare. Minneapolis, MN, US.
- 2005. Advanced topics in prostate cancer modeling: a multidisciplinary and integrated perspective. Invited. Spanning the Breadth of Biometrics: From Ecosystems to Healthcare Systems. Austin, TX, US.
- 2005. Bayesian statistical modeling of mass spectrometry proteomic data. Invited. Spanning the Breadth of Biometrics: From Ecosystems to Healthcare Systems. Austin, TX, US.
- 2004. A Bayesian mixture model for differential gene expression. Invited. MBI Workshop: Analysis of gene expression data, and regulatory networks. Columbus, OH, US.
- 2004. A Bayesian mixture model for differential gene expression with false discovery rate. Invited. NSF - RCN Microarray Retreat at Mohonk. Mohonk, NY, US.
- 2004. Approaches to the classification of proteomic profiles. Invited. Boston Chapter of the American Statistical Association. Boston, MA, US.
- 2004. A Bayesian mixture model for protein biomarker discovery. Invited. Interface 2004 Symposium. Baltimore, MD, US.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Interface 2003 Symposium. Salt Lake City, UT, US.
- 2000. Bayesian mixed effects models using BUGS to quantify genetic variance components for normal quantitative traits and age at onset in nuclear families. Invited. Genetic Analysis Workshop 12. San Antonio, TX, US.
- 2000. Importance resampling for the bootstrap with application to proportional hazards regression. Invited. Interface 2000 Conference. New Orleans, LA, US.
- 1999. Generalized Linear Mixed Models and Related Topics. Invited. NCF/CBMS Regional Conference. Gainesville, FL, US.
- 1995. A numerical study of the matched block bootstrap for dependent data. Invited. Interface '95 Conference. Pittsburgh, PA, US.
- 1994. Concomitants of Order Statistics and applications to the Bootstrap. Invited. 26th Symposium on the Interface: Computing Science and Statistics. Research Triangle Park, NC, US.
International Presentations
- 2024. Interdisciplinary Odyssey into the Genomic, Proteomic and Microbiome Jungle: Statistical Methodology and Computational Tools for Cancer Research. Invited. Melbourne, AU.
- 2018. Special Invited Speaker, PRECISE, PeRsonalizEd cancer-SpeCific Integrated Network Estimation. Invited. Australian Bioinformatics and Computational Biology Society (ABACBS-2018. Melbourne, AU.
- 2018. Plenary Speaker: Women in STEM Workshop - Lessons learnt: Career, obstacles, joys, and leadership experience. Invited. Organized by the Australian Mathematical Sciences Institute and the University of Queensland), AU.
- 2018. Plenary Speaker, PRECISE, PeRsonalizEd cancer-SpeCific Integrated Network Estimation. Invited. Sydney Bioinformatics Research Symposium. Sydney, AU.
- 2017. Personalized cancer-specific Integrated Network Estimation. Invited. CFE-CMStatistics Conference. London, GB.
- 2017. Leveraging Multi-Platform Omic and Clinical Data for Precision Oncology. Invited. Department of Data Science, Institute for Advancement of Clinical and Translational Science, Kyoto University. Kyoto, JP.
- 2016. SIFORM: Shared informative factor models for integration of multi-form bioinformatics data. Invited. The Australian Statistical Conference. Canberra, AU.
- 2016. New Integrative Paradigms of Personalized Medicine for Cancer. Invited. Institute of Statistical Science. Taipei, TW.
- 2015. DINGO: differential network analysis for genomics. Invited. ERCIM Working Group on Computational and Methodological Statistics. London, GB.
- 2014. miRNA-Target Gene Regulatory Networks: A Bayesian Integrative Approach to Biomarker Selection with Application to Kidney Cancer. Invited. ERCIM Working Group on Computational and Methodological Statistics. Pisa, IT.
- 2014. Pressing Statistical Challenges in Cancer Research. Invited. The Institute of Mathematical Statistics Annual Meeting. Sydney, AU.
- 2013. Pressing Statistical Challenges in Cancer Research. Invited. Joint Statistical Meetings. Montreal, CA.
- 2012. Integrative Bayesian Models for High-dimensional Multi-platform Genomics Data. Invited. Bayes on the Beach Conference. Caloundra, AU.
- 2011. Cumulative plot segmentation. Invited. The Third International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies. Venice, IT.
- 2011. Bootstrap resampling and applications to high-dimensional bioinformatics data in cancer research. Invited. International Biometric Society Channel Network Conference. Bordeaux, FR.
- 2010. Bootstrap resampling and applications to high-dimensional bioinformatics data in cancer research. Invited. Australian Statistics Conference. Perth, AU.
- 2009. A Bayesian semiparametric survival model with longitudinal biomarkers. Invited. 5th Conference of the Eastern Mediterranean Region of the International Biometric Society. Istanbul, TR.
- 2008. Modern Semiparametric Methods in Action: A Bayesian semiparametric method for jointly modeling a primary endpoint and longitudinal measurements. Invited. ISBA 2008 Conference. Hamilton Island, AU.
- 2007. A Bayesian semiparametric method for jointly modeling a primary endpoint and longitudinal measurements. Invited. L'Universite Paris Descartes. Paris, FR.
- 2007. Bayesian mixture models for phage display experiments - Translation from mouse to human. Invited. International Statistical Institute Conference. Lisboa, PT.
- 2007. Mathematical, Statistical, and Computational Methods. Bayesian mixture models for phage display experiments. Invited. Second International Conference on Cancer Risk Assessment (ICCRA 2). Santorini, GR.
- 2006. Computational and Statistical Aspects of Microarray and Analysis. Invited. COMPSTAT2006, 17th Conference of IASC-ERS. Rome, IT.
- 2006. Continuing Education Course: Methods and Computational Tools for the Screening and Classification of Microarray Gene Expression Data. Invited. Statistics for an Uncertain World: Meeting Global Challenges. Seattle, US.
- 2006. Inference for Gene Expression and Proteomics. Invited. Valencia/ISBA 8th World Meeting on Bayesian Statistics. Alicante, ES.
- 2004. Some recent developments for massive multiple comparisons and clustering of microarray gene expression data. Invited. Statistics as a Unified Discipline. Toronto, CA.
- 2004. Approaches to the classification of proteomic profiles. Invited. XXIInd International Biometric Conference in parallel with the Australian Statistical Conference. Cairns, AU.
- 2004. A Bayesian mixture model for protein biomarker discovery. Invited. World meeting by the International Society for Bayesian Analysis. Vina del Mar, CL.
- 2004. Massive multiple comparisons and Bayesian mixture modeling for gene expression data. Invited. IMS Workshop on Statistical Methods in Microarray Analysis. Kent Ridge Campus, SG.
- 2003. Some recent developments for massive multiple comparisons and clustering of microarray gene expression data. Invited. Bioinformatics Workshop and a Bayesian Afternoon. Guanajuato, MX.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Fourth International Workshop on Objective Bayesian Methodology. Aussois, FR.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Workshop on Medical Statistics, Current Developments in Statistical Methodology for Genetic Architecture of Complex Diseases. Oberwolfach, DE.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Bayesian Biostatistics Workshop. Calcutta, IN.
- 2002. Comparing two methods for clustering microarray gene expression data. Invited. The 34th Symposium on the Interface of Computing Science and Statistics. Montreal, CA.
- 1997. A comparison of postgraduate study and biostatistical research in Australia and USA. Invited. Workshop for Young Statisticians. Melbourne, AU.
- 1997. Statistical methodology for age-at-onset data from twin and family studies. Invited. National Research Symposium: Statistical Methods in Genome Research. Canberra, AU.
- 1996. Sequential linearization of empirical likelihood constraints with application to U-statistics. Invited. Interface 96. Sydney, AU.
- 1995. Bootstrap session - Modern Methods in Applied Statistics. Invited. Statistical Society of Australia. Melbourne, AU.
- 1993. Simple and efficient methods for constructing bootstrap confidence intervals. Invited. Statistics & Computing Conference. Wollongong, AU.
- 1993. Bootstrap proportional hazards models. Invited. Statistical Society of Australia. Canberra, AU.
- 1993. Automatic importance resampling for the bootstrap. Invited. SoftStat '93 Conference. Heidelberg, DE.
- 1991. Importance resampling for the smoothed bootstrap. Invited. Statistics & Computing Conference. Coolangatta, AU.
- 1990. A simulation study of Uniform, Balanced, and Antithetic Resampling Schemes for the Bootstrap. Invited. 10th Australian Statistical Conference 2nd Pacific Statistical Congress. Sydney, AU.
- 1989. Some statistical results in software reliability models. Invited. Statistics & Computing Conference. Adelaide, AU.
- 1989. Overview of CART and its application to a transient ischemic attack database and leukemia data. Invited. Department of Mathematics, University of Queensland. Brisbane, AU.
Formal Peers
- 2019. Invited Speaker, Back to the Future: Integrative Network Modeling Approaches to Precision Cancer Medicine. Invited. Gainseville, FL, US.
- 2019. Invited Speaker, Integrative Network Modeling Approaches to Precision Cancer Medicine - Back to the Future. Invited. Houston, TX, US.
- 2019. Invited Speaker, Integrative Network Modeling Approaches to Precision Cancer Medicine. Invited. Davis, CA, US.
- 2018. Invited Speaker, Collaborations with biostatistician: From clinical trial designs to translational research with high-dimensional data. Invited. Melbourne, AU.
- 2018. Research meeting - Discussion of international student and postdoctoral sponsorships and nominating new fellows. Invited, AU.
- 2018. Invited Speaker: Grand Rounds - Collaborations with a biostatistician: From clinical trial designs to translational research with high-dimensional data. Invited. Sydney, AU.
- 2018. Invited Speaker: Effective biostatistics and bioinformatics collaborations, challenges in neurogenetics research. Invited, AU.
- 2018. Invited Speaker: DINGO - Differential Networkers in Genomics - Organized by Dr. Georgy Sofronov. Invited. Sydney, AU.
- 2018. Invited Speaker: Clinical trials, general biostatistics and bioinformatics collaborations, challenges in microbiome and infectious disease research. Invited, AU.
- 2018. Invited Speaker: Effective biostatistics & bioinformatics collaborations in the era of BIG data. Invited. Sydney, AU.
- 2018. Invited Speaker: PRECISE - Personalized cancer-specific integrated network estimation. Invited. Brisbane, AU.
- 2018. Invited Speaker: Integrative Proteomics analysis and PRECISE. Invited. Brisbane, AU.
- 2017. New Integrative Paradigms of Precision Medicine for Cancer. Invited. Kyoto, JP.
- 2017. Leveraging Multi-Platform Omic and Clinical Data for Precision Oncology. Invited. Dallas, TX, US.
- 2016. Effective leadership. Invited. Charlotte, NC, US.
- 2016. Career in Biostatistics and Research in New Integrative Paradigms of Precision Medicine for Cancer. Invited. Houston, TX, US.
- 2016. New Integrative Paradigms of Personalized Medicine for Cancer. Invited. Chicago, IL, US.
- 2016. DINGO: Differential Network Analysis for Genomics. Invited. Toronto, CA.
- 2016. New Integrative Paradigms of Precision Medicine for Cancer. Invited. Houston, TX, US.
- 2016. (i) DINGO & (ii) New Integrative Paradigms of Personalized Medicine for Cancer. Invited. Taipei, TW.
- 2016. New Integrative Paradigms of Personalized Medicine for Cancer. Invited. Tainan, TW.
- 2015. DINGO: differential network analysis for genomics. Invited. London, GB.
- 2015. Integrative Biostatistics Research for Imaging, Genomics & High-throughput Technologies in Precision Medicine. Invited. Houston, TX, US.
- 2015. Statistical challenges in cancer research: heterogeneity in functional imaging and multi--dimensional omics data. Invited. Paris, FR.
- 2015. Part 3: Challenges of Genomics, Integromics, and Tumor Heterogeneity in Clinical Trial Designs. Invited. Philadelphia, PA, US.
- 2015. Biostatistical methods for heterogenous genomic data: Statistical challenges in cancer research. Invited. Miami, FL, US.
- 2015. Statistical challenges in precision medicine: Integrating imaging and multi--dimensional omics data. Invited. Columbus, OH, US.
- 2014. Pressing Statistical Challenges in Cancer Research that Integrate Multi-Dimensional Omic and Imaging Data. Invited. Houston, TX, US.
- 2014. Pressing Statistical Challenges in Cancer Research that Integrate Multi-Dimensional Omics and Imaging Data. Invited. New York, NY, US.
- 2013. Pressing Statistical Challenges in Cancer Research. Invited. Queensland, AU.
- 2013. Pressing Statistical Challenges in Cancer Research. Invited. Brisbane, AU.
- 2012. Integrated Statistical Methodology for the Analysis of High-dimensional Data with Applications to Translational Cancer Research. Invited. San Diego, CA, US.
- 2011. Integrated Statistical Methodology for the Analysis of High-dimensional Data with Applications to Translational Cancer Research. Invited. Brisbane, AU.
- 2011. Computer-Intensive Statistical Methodology with Applications to Translational Cancer Research. Invited. Syracuse, NY, US.
- 2010. Bootstrap resampling and applications to high-dimensional bioinformatics data in cancer research. Invited. Wollongong, AU.
- 2010. Statistical Inference for Gene Expression and Proteomics. Invited. Wollongong, AU.
- 2010. Integrating Clinical Trials and Biomarkers for Translational Prostate Cancer Research. Invited. Wollongong, AU.
- 2010. Integrated Analytical Strategies for High-Throughput Data with Applications to Breast Cancer Research. Invited. Denver, CO, US.
- 2010. Bayesian Mixture Modeling with Applications to Prostate Cancer Research. Invited. Denver, CO, US.
- 2010. Applications of Bootstrap Resampling to High-Dimensional Bioinformatics Data in Cancer Research. Invited. College Station, TX, US.
- 2010. Computer-Intensive Statistical Methodology with Applications to Translational Cancer Research. Invited. University Park, PA, US.
- 2009. Computer-Intensive Statistical Methodology with Applications to Translational Cancer Research. Invited. Stillwater, OK, US.
- 2009. Computer-Intensive Statistical Methodology with Applications to Translational Cancer Research. Invited. Washington, DC, US.
- 2009. Mixture Modeling for Bioinformatics Applications in Cancer Research. Invited. Paris, FR.
- 2008. Mixture Modeling for Bioinformatics. Invited. Wollongon, AU.
- 2008. Modern Semiparametric Methods in Action: A Bayesian semiparametric method for jointly modeling a primary endpoint and longitudinal measurments. Invited. Hamilton Island, AU.
- 2008. Computer-intensive statistical methods and applications to medical research. Invited. El Paso, TX, US.
- 2008. A Bayesian semiparametric method for jointly modeling a primary endpoint and longitudinal measurements. Invited. El Paso, TX, US.
- 2008. Computer-intensive statistical methods and applications to translational cancer research. Invited. Stanford, CA, US.
- 2007. Bayesian mixture models for complex high-dimensional count data in phage display experiments. Invited. Davis, CA, US.
- 2007. Workshop on Statistical Analysis of Post-Genomic Data. Invited. Paris, FR.
- 2006. Bayesian mixture models for complex high-dimensional count data in phage display experiments. Invited. Stanford, CA, US.
- 2004. A Bayesian mixture model for differential gene expression with high-performance computing. Invited. College Station, TX, US.
- 2004. Bayesian mixture models and multiple comparison in microarray experiments. Invited. Charleston, SC, US.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Madison, WI, US.
- 2003. Towards novel statistical methods in the analysis of high-throughput data with applications to cancer research. Invited. Brisbane, AU.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Brisbane, AU.
- 2003. Towards novel statistical methods in the analysis of high-throughput data with applications to cancer research. Invited. San Antonio, TX, US.
- 2003. Some recent results for massive multiple comparisons and clustering of microarray gene expression data. Invited. Philadelphia, PA, US.
- 2003. A Bayesian mixture model for differential gene expression array. Invited. Ann Arbor, MI, US.
- 2002. Clustering methods for microarray expression data from cancer research. Invited. London, GB.
- 2002. Gene shaving and mixture models for clustering microarray gene expression data. Invited. Compiégne, FR.
- 2001. Biostatistics, bioinformatics, and biology in the analysis of gene microexpression arrays. Invited. Sydney, AU.
- 2001. Towards mapping the human vasculature by in vivo phage display: the interplay between statistics and biology. Invited. Brisbane, AU.
- 2001. Prostate cancer and Biostatistics. Invited. Brisbane, AU.
- 2001. GENECLUST: A program for clustering expression arrays. Invited. Brisbane, AU.
- 2001. Genetic Analysis of Melanoma Onset by Using Estimating Equations and Bayesian Hierarchical Models. Invited. Irvine, CA, US.
- 1999. Generalized estimating equations and Bayesian random effects models for quantifying familial aggregation for time-to-onset data in the presence of covariates. Invited. Houston, TX, US.
- 1999. Genetic analysis of age-at-onset in twins using estimating equations and Bayesian random effects model. Invited. Houston, TX, US.
- 1997. Modern multivariate statistical methodology of data curves with application to event-related brain potentials. Invited. West Lafayette, IN, US.
- 1997. Modern multivariate statistical methodology of data curves with application to event-related brain potentials. Invited. Seattle, WA, US.
- 1997. Modern multivariate statistical methodology of data curves with application to event-related brain potentials. Invited. Pasadena, CA, US.
- 1996. Empirical likelihood and U-statistics. Invited. Chapel Hill, NC, US.
- 1995. Computer-intensive statistical methodology with medical applications. Invited. Brisbane, AU.
- 1995. Computer-intensive statistical methods with application to medical research. Invited. Brisbane, AU.
- 1994. Everything you ever wanted to know about the bootstrap but were too afraid to ask. Invited. Brisbane, AU.
- 1994. Graphics and inference for semiparametric models for the spatial distribution of wildlife and land use. Invited. Glasgow, GB.
- 1993. Efficient bootstrap resampling and recent developments. Invited. Sydney, AU.
- 1993. Efficient bootstrap resampling and recent developments. Invited. Paris, FR.
- 1992. Computer-intensive statistical techniques. Invited. Canberra, AU.
- 1991. A general look at efficient bootstrap simulations. Invited. Sydney, AU.
- 1991. Bootstrap method with saddlepoint approximations and importance resampling. Invited. Canberra, AU.
- 1991. A short course in CART. Invited. Canberra, AU.
- 1990. Efficient bootstrap resampling techniques and applications. Invited. Callaghan, AU.
- 1989. Overview of CART and its application to a transient ischemic attack database and leukemia data. Invited. Brisbane, AU.
Grant & Contract Support
| Date: | 2025 - 2027 |
| Title: | In Silico Cell Line Perturbation Response Prediction: New Models and Experimental Validation |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | PD/PI |
| ID: | #TBA |
| Date: | 2024 - 2029 |
| Title: | Center for Clinical and Translational Science (CCTS 2024-2031) |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | Key |
| ID: | #TBA |
| Date: | 2024 - 2029 |
| Title: | MD Anderson Cancer Center Prostate Cancer SPORE |
| Funding Source: | NIH/NCI |
| Role: | Director (Core 1) |
| ID: | #TBA |
| Date: | 2024 - 2029 |
| Title: | Exploring Cytosolic ssDNA as a Therapeutic Target in Triple-Negative Breast Cancer: Implications for Tumor Microenvironment Modulation and Enhanced Immune Checkpoint Blockade Efficacy |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | Co-I |
| ID: | #TBA |
| Date: | 2024 - 2031 |
| Title: | Center for Clinical and Translational Science - UM1 |
| Funding Source: | University of Tx Health Science Center - Houston |
| Role: | PD/PI |
| ID: | #TBA |
| Date: | 2024 - 2029 |
| Title: | Applying artificial intelligence to blood-based protein biomarker profiles for risk assessment and early detection of colorectal cancer |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | Co-I |
| ID: | #TBA |
| Date: | 2024 - 2026 |
| Title: | In Silico Cell Line Perturbation Response Prediction: New Models and Experimental Validation |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | Co-I |
| ID: | #TBA |
| Date: | 2024 - 2027 |
| Title: | RP240105 - Role of Ataxia Telangiectasia Mutated in mitochondrial autophagy in Cancer |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Co-I |
| ID: | #TBA |
| Date: | 2024 - 2025 |
| Title: | Application of artificial intelligence to circulating protein biomarkers for early detection of ovarian cancer |
| Funding Source: | The Honorable Tina Brozman Foundation for Ovarian Cancer Research |
| Role: | Co-I |
| ID: | #TBA |
| Date: | 2023 - 2028 |
| Title: | Blood-Based Biomarkers for Personalized Risk Assessment of Breast and Ovarian Cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U01CA282216-01 |
| Date: | 2023 - 2026 |
| Title: | Non-coding RNAs signaling for therapeutic developments in Richter’s transformation of CLL |
| Funding Source: | Leukemia and Lymphoma Society |
| Role: | Co-PD/PI |
| ID: | TBA |
| Date: | 2023 - 2025 |
| Title: | High Dimensional Causal Discovery for Cellular Perturbation Response Prediction with Application to LINCS L1000 |
| Funding Source: | NIH/NHGRI |
| Role: | Co-I |
| ID: | 1R21HG012964-01 |
| Date: | 2023 - 2026 |
| Title: | REFLECT: Recurrent Features Leveraged for Combination Therapy |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U01CA274547-01A1 |
| Date: | 2023 - 2028 |
| Title: | Metabolite Based Biomarkers for Risk Assessment of Breast and Ovarian Cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U2CCA271866-01A1 |
| Date: | 2023 - 2026 |
| Title: | RP230051 - Role of Ataxia Telangiectasia Mutated in mitochondrial autophagy in Cancer |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Co-I |
| ID: | RP230051 |
| Date: | 2022 - 2024 |
| Title: | A multi-analyte blood-based biomarker panel for early detection of ovarian cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R21CA277335-01 |
| Date: | 2022 - 2025 |
| Title: | PC210072P1 Integrated discovery platform founded on characterized prostate cancers representing the spectrum of potentially lethal and lethal prostate cancers |
| Funding Source: | Department of Defense (DOD) |
| Role: | Co-I |
| ID: | PC210072P1 |
| Date: | 2022 - 2027 |
| Title: | Non-coding RNAs Involvement and Clinical Use in Richter’s Transformation of CLL |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R01CA276537-01 |
| Date: | 2022 - 2027 |
| Title: | MD Anderson Cancer Center Prostate Cancer SPORE |
| Funding Source: | NIH/NCI |
| Role: | Core Director |
| ID: | 2P50CA140388-11A1 |
| Date: | 2022 - 2027 |
| Title: | MD Anderson Cancer Center Prostate Cancer SPORE |
| Funding Source: | NIH/NCI |
| Role: | Core Director |
| ID: | 2P50CA140388-11 |
| Date: | 2022 - 2027 |
| Title: | Metabolite based biomarkers for risk assessment of common cancers |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U2CCA271866-01 |
| Date: | 2022 - 2025 |
| Title: | REFLECT: Recurrent Features Leveraged for Combination Therapy |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U01CA274547-01 |
| Date: | 2022 - 2027 |
| Title: | MD Anderson proteogenomic data analysis center for CPTAC |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U24CA271078-01 |
| Date: | 2022 - 2027 |
| Title: | Non-Coding RNAs as Biomarkers and Therapeutic Targets for Richter’s Transformation |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R01CA261070-01A1 |
| Date: | 2022 - 2023 |
| Title: | A multi-analyte blood-based biomarker panel for early detection of ovarian cancer |
| Funding Source: | The Honorable Tina Brozman Foundation |
| Role: | Collaborator |
| ID: | #TBA |
| Date: | 2021 - 2023 |
| Title: | Blood-based metabolite biomarker panels for risk assessment of lung cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R21CA267408-01 |
| Date: | 2021 - 2022 |
| Title: | Moon Shot Project 2: Biology and Targeting of 17pdel and mutant TP53 in CLL |
| Funding Source: | The University of Texas MD Anderson Cancer Center |
| Role: | Co-I |
| ID: | 710499-30-123967-21 |
| Date: | 2021 - 2022 |
| Title: | Moon Shot Project 3: Targeting Pathophysiology of CLL |
| Funding Source: | The University of Texas MD Anderson Cancer Center |
| Role: | Co-I |
| ID: | 710499-80-123129-21 |
| Date: | 2021 - 2026 |
| Title: | RNase H2 is a novel therapeutic target in triple negative breast cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 5R01CA251206-02 |
| Date: | 2021 - 2026 |
| Title: | The University of Texas MD Anderson Cancer Center SPORE in Breast Cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1P50CA254874-01A1 |
| Date: | 2021 - 2026 |
| Title: | Longitudinal Proteomic and Metabolomic Predictors of Pancreatic Cyst Malignant Progression and Early State Pancreatic Cancer |
| Funding Source: | NIH/NCI via Subaward Indiana University |
| Role: | Co-I |
| ID: | 5U01CA239522-02 |
| Date: | 2021 - 2024 |
| Title: | REFLECT: Recurrent Features Leveraged for Combination Therapy |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U01CA248220-01A1 |
| Date: | 2020 - 2022 |
| Title: | Identification of SARS-Cov-2 Antigens and Markers of Infection in Extracellular Vesicles Isolated from Clinical Specimens Utilizing Optimized Mass Spectrometry Methods |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U18TR003819-01 |
| Date: | 2020 - 2025 |
| Title: | The University of Texas MD Anderson Cancer Center SPORE in Breast Cancer. Core 1: Biostatitics & Bioinformatics Core |
| Funding Source: | NIH/NCI |
| Role: | Core Director |
| ID: | 1P50CA254874-01 |
| Date: | 2020 |
| Title: | Bayesian Statisitcal Approaches for Modeling Human Microbiome Dymamics |
| Funding Source: | NIH/NCI |
| Role: | Collaborator |
| Date: | 2020 - 2022 |
| Title: | ToPSC - A Novel Epidemiological Study Design to Assess Cancer Interventions and Disparities |
| Funding Source: | Subward from University of Houston |
| Role: | PI MDACC |
| ID: | 1R21CA242035-01A1 |
| Date: | 2020 - 2023 |
| Title: | REFLECT: Recurrent Features Leveraged for Combination Therapy |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U01CA248220-01 |
| Date: | 2019 - 2020 |
| Title: | Computational Cancer Biology Training Program |
| Funding Source: | University of Texas Medical Branch |
| Role: | Co-Mentor |
| Date: | 2019 - 2026 |
| Title: | Cancer Center Support Grant (CCSG) - Biostatistics Resource Group (BRG) |
| Funding Source: | NIH/NCI |
| Role: | Biostatistician |
| ID: | 5P30CA016672-47 |
| Date: | 2019 - 2024 |
| Title: | Center for Clinical and Translational Science |
| Funding Source: | NIH (Subaward via UT Health Science Ctr Houston) |
| Role: | Co-Core Leader |
| ID: | 5UL1TR003167-04 |
| Date: | 2019 - 2022 |
| Title: | Targeting cell type-specific mechanisms of stem cell expansion to overcome Myelodysplastic Syndrome progression |
| Funding Source: | Leukemia and Lymphoma Society |
| Role: | Collaborator |
| ID: | TBD |
| Date: | 2019 - 2023 |
| Title: | Identifying Risk Factors for Antibiotic Resistance via Integration of Epidemiology and Metagenomics |
| Funding Source: | NIH/NIAID |
| Role: | Co-Primary Mentor |
| ID: | 1 K01 Al143881 01 |
| Date: | 2018 - 2019 |
| Title: | Molecular Characterization of Interval Breast Cancers |
| Funding Source: | Susan G. Komen Breast Cancer Foundation |
| Role: | Co-I |
| ID: | SAC160064 / FP00000874_Con 2 |
| Date: | 2018 - 2019 |
| Title: | Modeling Mutational Processes in Cancer to Guide Rational Therapy |
| Funding Source: | Gulf Coast Consortia (CPRIT) |
| Role: | Co-Mentor |
| ID: | TBD |
| Date: | 2018 - 2022 |
| Title: | Viral miRS and cellular miRS in sepsis |
| Funding Source: | NIH/NIGMS |
| Role: | Co-I |
| ID: | 5R01GM122775-03 |
| Date: | 2018 - 2023 |
| Title: | The University of Texas MD Anderson Cancer Center Special Program of Research Excellence (SPORE) in Breast Cancer |
| Funding Source: | NIH/NCI |
| Role: | Core Co-Leader |
| ID: | 1P50CA221706-01 |
| Date: | 2018 - 2023 |
| Title: | Integration of Clinical Epidemiology and Metagenomics to Develop Models Which Predict Colonization and Infectious Outcomes by Antibiotic Resistant Organisms |
| Funding Source: | NIH |
| Role: | Co-Primary Mentor |
| ID: | 1K01AI132556-01A1 |
| Date: | 2018 - 2023 |
| Title: | Core B: Translational Biology and Biostatistics Targeting Molecular Drivers of Renal Cell Cancer Malignant Progression |
| Funding Source: | Stanford University |
| Role: | Co-I |
| ID: | P01 CA200527 |
| Date: | 2018 - 2021 |
| Title: | Role of Ataxia telangiectasia mutated in mitochondrial autophagy in Mantle Cell Lymphoma |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Co-I |
| ID: | FP00002692 |
| Date: | 2018 - 2021 |
| Title: | Personalized Cancer-specific Integrated Network Estimation |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Co-I |
| ID: | RP18031 |
| Date: | 2018 |
| Title: | SPORE in Breast Cancer, Biostatistics Core 2.0 |
| Funding Source: | MD Anderson Cancer Center |
| Role: | Core Director |
| Date: | 2017 - 2022 |
| Title: | Center for Clinical and Translational |
| Funding Source: | NIH (Subaward from The University of Texas Health Science Center-Houston) |
| Role: | PD/PI |
| ID: | 2UL1TR00371-08A1 |
| Date: | 2017 - 2022 |
| Title: | Translational Biology and Biostatistics (Core) |
| Funding Source: | NIH (Subaward from Stanford University) |
| Role: | Co-I |
| ID: | FP00001791 |
| Date: | 2017 - 2022 |
| Title: | Center for Clinical and Translational Research |
| Funding Source: | NIH/UTHSC |
| Role: | Statistician |
| ID: | 00018649 |
| Date: | 2016 - 2023 |
| Title: | MD Anderson Cancer Center Prostate Cancer SPORE. Core 1: Biostatistics & Bioinformatics Core |
| Funding Source: | NIH/NCI |
| Role: | Co-Director |
| ID: | 5P50 CA140388-10 |
| Date: | 2016 - 2018 |
| Title: | AML / MDS Flagship 3 Moonshot Project |
| Funding Source: | MD Anderson Cancer Center Moonshot |
| Role: | Biostatistician |
| ID: | 710499-80-115461-21 |
| Date: | 2016 - 2021 |
| Title: | Selectively Targeting Bruton’s Tyrosine Kinase in Chronic Lymphocytic Leukemia with ACP-196: Preclinical, Clinical, and Combination Studies |
| Funding Source: | NIH/NCI |
| Role: | Biostatistician |
| ID: | R01-CA205351-01 |
| Date: | 2016 - 2021 |
| Title: | Acute Myeloid Leukemia in the Immunosuppressed Microenvironment - CPRIT MIRA Core 3 - Biostatistics/Bioinformatics |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Core Director |
| ID: | RP160693 |
| Date: | 2016 - 2019 |
| Title: | The Early Detection Research Network: Data Management and Coordination Center |
| Funding Source: | Subaward from Fred Hutchinson Cancer Research Center/NIH/NCI |
| Role: | Co-I |
| ID: | 5U24CA086368-19 |
| Date: | 2016 - 2018 |
| Title: | Investigating the regulation and function of a mechanosensor in TNBC |
| Funding Source: | UT Austin |
| Role: | Biostatistician |
| ID: | 15978 |
| Date: | 2016 - 2019 |
| Title: | DDR-Targeted Therapy for Aggressive Variant Prostate Cancer |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Co-I |
| ID: | RP160041 |
| Date: | 2016 - 2021 |
| Title: | (PQ5) Role of ATM in mitochondrial pathogenesis of mantle cell lymphoma |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R01CA205976-01 |
| Date: | 2016 - 2019 |
| Title: | Developing a novel cytokine-based strategy for metastatic breast cancer |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Statistician |
| ID: | RP160305 |
| Date: | 2015 - 2015 |
| Title: | Early Detection Research Network: Data Management and Coordinating Center |
| Funding Source: | NIH/NCI |
| Role: | Collaborator |
| ID: | 5U24CA086368-15 |
| Date: | 2015 - 2017 |
| Title: | Overcoming Aggressive Variant Prostate Cancer by DNA Damage Response-Targeted Therapy |
| Funding Source: | Prostate Cancer Foundation |
| Role: | Statistician |
| ID: | 15365 |
| Date: | 2015 - 2020 |
| Title: | Stabilizing and Refunctionalizing Point-Mutated VHL |
| Funding Source: | NIH/NCI |
| Role: | Statistician |
| ID: | 1 R01 CA201136-01 |
| Date: | 2015 - 2020 |
| Title: | Defining the Role of HNF1B Loss in Hemangioblastoma Pathogenesis |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 R01 CA201122-01 (Jonasch) |
| Date: | 2015 - 2020 |
| Title: | MD Anderson Cancer Center Prostate Cancer SPORE |
| Funding Source: | NIH/NCI |
| Role: | Core Director, Biostatistics and Bioinformatics Core |
| ID: | 2 P50 CA140388-06 |
| Date: | 2015 - 2015 |
| Title: | MD Anderson Cancer Center Prostate Cancer SPORE |
| Funding Source: | MDACC |
| Role: | Project Leader |
| ID: | RCTS# 2015-13015161-Y1 |
| Date: | 2015 - 2019 |
| Title: | Defining and treating targetable lesions in AYA acute lymphoblastic leukemia |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Co-I |
| ID: | RP150006 |
| Date: | 2014 - 2017 |
| Title: | Ibrutinib with carfilzomib: A mechanism-based combination strategy for patients with chronic lymphocytic leukemia |
| Funding Source: | Leukemia and Lymphoma Society |
| Role: | Co-I |
| Date: | 2014 - 2018 |
| Title: | Prostate Cancer Flagship 2 Moonshot Program |
| Funding Source: | MD Anderson Cancer Center Moonshot Flagships |
| Role: | Biostatistics Director |
| ID: | 710499-80-116550-21 |
| Date: | 2014 - 2020 |
| Title: | Drug Development Flagship |
| Funding Source: | MD Anderson Cancer Center CLL Moon Shot Program |
| Role: | Biostatistics Director |
| ID: | 710499-80-111995-21 |
| Date: | 2014 - 2019 |
| Title: | Methods Training in Patient-Centered Cancer Outcomes Research |
| Funding Source: | AHRQ |
| Role: | Collaborator |
| ID: | 5 R25 HS 023214-05 |
| Date: | 2014 - 2019 |
| Title: | Hereditary Kidney and Adrenal Tumor RDCRC (RDCRC Administrative Unit) |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U54TR001143-01 |
| Date: | 2014 - 2019 |
| Title: | Multi-institutional Kidney Cancer SPORE (Biostatistics/Bioinformatics Core) |
| Funding Source: | NIH/NCI |
| Role: | Bioinformatics Core Co-Director |
| ID: | 1 P50CA186787-01 |
| Date: | 2014 - 2019 |
| Title: | Hereditary Kidney and Adrenal Tumor RDCRC (Clinical Research Project 2) |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1U54TR001143-01 |
| Date: | 2014 - 2019 |
| Title: | AML / MDS Flagship 1 Moonshot Program |
| Funding Source: | MD Anderson Cancer Center Moonshot |
| Role: | Biostatistics Director |
| ID: | 710499-80-111529-19 |
| Date: | 2014 - 2017 |
| Title: | BC130485: Assessing the Clinical Relevance of Bone Morphogenic Protein-4 as a Therapy for Metastatic Breast Cancer |
| Funding Source: | Department of Defense (DOD) |
| Role: | Co-I |
| Date: | 2014 |
| Title: | Kidney Cancer SPORE, Biostatics Core rated Outstanding |
| Funding Source: | MD Anderson Cancer Center |
| Role: | Core Director |
| Date: | 2013 - 2015 |
| Title: | Optimizing Akt/mTOR targeted breast cancer therapy |
| Funding Source: | Komen |
| Role: | Biostatistician |
| ID: | SAC100006-04 |
| Date: | 2013 - 2015 |
| Title: | Developing a novel cytokine-based strategy for triple negative breast cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R21CA182016-01 |
| Date: | 2013 - 2018 |
| Title: | Risk Prediction for ER Negative Breast Cancer Recurrence |
| Funding Source: | NIH/NCI (Subcontract from Baylor College of Medicine) |
| Role: | Co-I |
| ID: | 5R01 CA172511-05 |
| Date: | 2012 - 2018 |
| Title: | Chronic Lymphocytic Leukemia Research Consortium (Core B) |
| Funding Source: | NIH/NCI (via Subaward agreement University of California San Diego) |
| Role: | Core Leader |
| ID: | 4P01CA081534 16 |
| Date: | 2012 - 2016 |
| Title: | Sapacitabine therapy to create synthetic lethality in DNA repair-deficient CLL |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 5 R01 CA163802-03 |
| Date: | 2012 - 2017 |
| Title: | Center for Clinical and Translational Sciences (PP-2) |
| Funding Source: | NIH/NCI (Subcontract from the UT Health Science Center - Houston) |
| Role: | Collaborator - Statistical Leader |
| ID: | 5 UL 1TR000371-07 |
| Date: | 2012 - 2017 |
| Title: | Individualized and Rational Therapy for CRC with a MEK Inhibitor (R01) |
| Funding Source: | NIH/NCI |
| Role: | Biostatistician |
| ID: | Coeus #3222 |
| Date: | 2012 - 2017 |
| Title: | New Oncogenic Signaling Approaches to Treating Advanced Prostate Cancer (Core 2: Data Management and Analytics) |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Collaborator |
| ID: | RP120843 |
| Date: | 2012 - 2017 |
| Title: | An Integrated Prognostic and Predictive Biomarker Scheme for Renal Cell Carcinoma |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 U01 CA166760-01 |
| Date: | 2012 - 2017 |
| Title: | Ligand-Directed Targeting in Inflammatory Breast Cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 R01 CA166275-01 |
| Date: | 2012 - 2016 |
| Title: | Targeting PI3K/Akt Signaling for Personalized Cancer Therapy |
| Funding Source: | NIH/NCI |
| Role: | Collaborator |
| ID: | 1 R0 1CA 166074-01 |
| Date: | 2011 - 2015 |
| Title: | Towards Personalized Therapy of Resistant Triple Negative Breast Cancer |
| Funding Source: | American Cancer Society (ACS) |
| Role: | Investigator |
| ID: | RSG-11-187-01-TBG 03 |
| Date: | 2011 - 2016 |
| Title: | Genomic Determinants of Early Stage Breast Cancer Recurrence |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 R01 CA162223 01 |
| Date: | 2011 - 2016 |
| Title: | C2: Data Management and Analytics Core |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Collaborator |
| ID: | RP110559 |
| Date: | 2011 - 2016 |
| Title: | Bi-National Breast Cancer Study (ELLA study) |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 R01 CA152945 01A1 |
| Date: | 2010 - 2015 |
| Title: | UTMDACC SPORE in Breast Cancer (PC-B) |
| Funding Source: | NIH/NCI |
| Role: | Investigator |
| ID: | 2 P50 CA116199 06 |
| Date: | 2010 - 2012 |
| Title: | Translational Modeling of DCIS |
| Funding Source: | Department of Defense (DOD) |
| Role: | Statistician |
| ID: | N/A |
| Date: | 2010 - 2015 |
| Title: | Innovative Multidisciplinary Education: The Statistical Genetics of Addiction |
| Funding Source: | NIH/NIDA |
| Role: | Mentor |
| ID: | 5 R25 DA026120 05 |
| Date: | 2010 - 2015 |
| Title: | Genomic, Epigenomic, and Transcriptome Profile of Bladder Cancer |
| Funding Source: | Cancer Prevention & Research Institute of Texas (CPRIT) |
| Role: | Investigator |
| ID: | RP101298 |
| Date: | 2010 - 2012 |
| Title: | Targeting Cell Signaling in Breast Cancer Stem Cells |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 R21 CA143588 01A1 |
| Date: | 2010 - 2012 |
| Title: | Molecular Characterization of Primary Resistant Triple Negative Breast Cancer |
| Funding Source: | NIH/NCI |
| Role: | Statistical Collaborator |
| ID: | 1 R21 CA150028 01 |
| Date: | 2010 - 2015 |
| Title: | Molecular Analysis of Human Breast Cancer to Facilitate Patient Selection for Novel Therapy (PP-2) |
| Funding Source: | NIH/NCI |
| Role: | Investigator |
| ID: | 1 P01 CA148097 01 |
| Date: | 2010 - 2012 |
| Title: | Stearoyl-CoA Desaturase 1: A Novel Link between Cell Signaling and Breast Cancer Cell Fat Metabolism |
| Funding Source: | Department of Defense (DOD) |
| Role: | Investigator |
| ID: | N/A |
| Date: | 2010 - 2014 |
| Title: | Targeting mTOR for Cancer Therapy |
| Funding Source: | NIH/NCI |
| Role: | Collaborator |
| ID: | 2 R01 CA112199 06 |
| Date: | 2009 - 2012 |
| Title: | A Personalized Therapy of Residual Breast Cancer after Neoadjuvant Treatment |
| Funding Source: | American Association for Cancer Research (AACR) |
| Role: | Investigator |
| Date: | 2009 - 2011 |
| Title: | Detecting novel differentially activated pathways in breast cancer |
| Funding Source: | NIH/NCI |
| Role: | PI |
| ID: | 1 RC1 CA144735 01 |
| Date: | 2009 - 2016 |
| Title: | M D Anderson Cancer Center Prostate SPORE (PC-B) |
| Funding Source: | NIH/NCI |
| Role: | Core Director |
| ID: | 5 P50 CA140388 05 |
| Date: | 2009 - 2014 |
| Title: | Assessing Drug Response and Prognosis in Breast Cancer Using AAVP-Based Targeted Molecular-Genetic Imaging |
| Funding Source: | Department of Defense (DOD) |
| Role: | Biostatistician |
| ID: | W81XWH-09-1-0224 03 |
| Date: | 2009 - 2012 |
| Title: | Ethnic differences in the mutational status of the P13K pathway and breast cancer outcome |
| Funding Source: | Susan G. Komen Breast Cancer Foundation |
| Role: | Statistician |
| ID: | KG090332 03 |
| Date: | 2009 - 2010 |
| Title: | Interagency Contract with UTHSC for a Breast Cancer Research Project |
| Funding Source: | University of Texas Health Science Center - Houston |
| Role: | PI |
| ID: | N/A |
| Date: | 2008 - 2011 |
| Title: | Integration of Vascular Genomics and Proteomics for Diagnosis and Therapy of Cancer |
| Funding Source: | NIH/NCI |
| Role: | Senior Investigator |
| ID: | 5 R33 CA126663 03 |
| Date: | 2008 - 2013 |
| Title: | SPORE in Brain Cancer (PP-3A) |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 5 P50 CA127001 04 |
| Date: | 2008 - 2013 |
| Title: | Cancer Center Support Grant - Biostatistics Shared Resource (PPSR-21) |
| Funding Source: | NIH/NCI |
| Role: | Statistician |
| ID: | 5 P30 CA016672 40 |
| Date: | 2008 - 2011 |
| Title: | Androgen Receptor as a Prognostic Marker and Therapeutic Target in ER Negative Breast Cancer |
| Funding Source: | American Society of Clinical Oncology (ASCO) |
| Role: | Co-PI |
| ID: | N/A |
| Date: | 2008 - 2010 |
| Title: | Host risk factors and activation of the AKT and mammalian target of rapamycin (mTor) signaling pathway in breast cancer |
| Funding Source: | UTMDACC- Breast SPORE IRG |
| Role: | Statistician |
| ID: | N/A |
| Date: | 2008 - 2011 |
| Title: | Improving Surgical Outcomes for DCIS |
| Funding Source: | Susan G. Komen Breast Cancer Foundation |
| Role: | Co-I |
| ID: | N/A |
| Date: | 2007 - 2008 |
| Title: | A multigene predictor for individualization of patient treatment in newly diagnosed glioblastoma |
| Funding Source: | V Foundation for Cancer Research |
| Role: | Biostatistician |
| ID: | N/A |
| Date: | 2007 - 2011 |
| Title: | Comparative Study of Breast Cancers and Their Risk Factors among Mexican Women in Mexico, Mexican-American and African-American Women in the U.S |
| Funding Source: | AVON Foundation |
| Role: | Co-I |
| ID: | 03 |
| Date: | 2007 - 2013 |
| Title: | UT Health Science Center - Center for Clinical and Translational Research - (PP-4) |
| Funding Source: | NIH/NCRR (Subcontract from The University of Texas Health Science Center) |
| Role: | Biostatistician |
| ID: | 5 UL1 RR024148 05 |
| Date: | 2007 - 2008 |
| Title: | UTMDACC SPORE in Breast Cancer - “Comparative Study of Breast Cancers and Their Risk Factors Among Mexican Women in Mexico and the U.S.” |
| Funding Source: | NIH/NCI |
| Role: | Investigator |
| ID: | 3 P50 CA116199 03S1 |
| Date: | 2007 - 2008 |
| Title: | Agreement No. S07-060, Amendment |
| Funding Source: | SAIC-Frederick, Inc |
| Role: | Biostatistician |
| ID: | S07-060 02 |
| Date: | 2006 - 2009 |
| Title: | A Randomized Controlled Trial Evaluating the Tissue Effects of Preoperative Finasteride versus Placebo for Patients with Clinically Organ-Confined Prostate Cancer |
| Funding Source: | Merck and Company |
| Role: | Biostatistician |
| ID: | CS200600017421JW |
| Date: | 2006 - 2011 |
| Title: | Molecular Targeting Using Vascular Zip Codes - Preclinical |
| Funding Source: | Marcus Foundation |
| Role: | Biostatistician |
| ID: | 03 (PP-4) |
| Date: | 2006 - 2009 |
| Title: | Insulin Resistance and Breast Cancer Outcome |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 5 R03 CA123553 02 |
| Date: | 2006 - 2007 |
| Title: | University of Texas M. D. Anderson Cancer Center SPORE in Prostate Cancer Biostatistics and Bioinformatics Core (PC-B) |
| Funding Source: | NIH/NCI |
| Role: | Core Director |
| ID: | 3 P50 CA090270 05 S1 |
| Date: | 2005 - 2006 |
| Title: | Biostatistics Infrastructure for CLL Program at MDACC |
| Funding Source: | CLL Global Research Foundation |
| Role: | PI |
| ID: | 01 |
| Date: | 2005 - 2011 |
| Title: | UTMDACC SPORE in Breast Cancer (PC-B) |
| Funding Source: | NIH/NCI |
| Role: | Investigator |
| ID: | 5 P50 CA116199 05 |
| Date: | 2005 - 2009 |
| Title: | Regulatory roles for vascular peptidases in angiogenesis |
| Funding Source: | NIH/NHLBI |
| Role: | Statistician |
| ID: | 5 R01 HL081658 04 |
| Date: | 2005 - 2011 |
| Title: | Bone Metastasis Factor-1 in Prostate Cancer/Bone Interaction |
| Funding Source: | NIH/NCI |
| Role: | Biostatistician |
| ID: | 5 R01 CA111479 05 |
| Date: | 2004 - 2009 |
| Title: | Bayesian Methods for Prostate Cancer Biomarker Discovery |
| Funding Source: | NIH/NCI |
| Role: | PI |
| ID: | 1 R01 CA109787 01 |
| Date: | 2004 - 2007 |
| Title: | Mapping Vascular Diversity of Human Cancer |
| Funding Source: | NIH/NCI |
| Role: | Collaborator |
| ID: | 5 R33 CA103030 03 |
| Date: | 2003 - 2006 |
| Title: | Planning/Program of Excellence in Biomedical Computing |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1 P20 CA094815 01A2 |
| Date: | 2003 - 2012 |
| Title: | Mining Transcripts Data for Molecular Targets in Cancer |
| Funding Source: | NIH/NLM |
| Role: | Co-PI |
| ID: | 2 R01 LM008000 06 |
| Date: | 2003 - 2007 |
| Title: | Differential Gene Expression Induced by Antioxidants |
| Funding Source: | NIH/NCI |
| Role: | Biostatistician |
| ID: | 5 R03 CA101072 02 |
| Date: | 2002 - 2003 |
| Title: | Improved Prognostication of CLL: A Novel Approach |
| Funding Source: | Goodwind Funds Target Discovery |
| Role: | Co-I |
| ID: | N/A |
| Date: | 2002 - 2008 |
| Title: | Determinants of Breast Cancer Survival |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 5 R01 CA089608 05 |
| Date: | 2001 - 2005 |
| Title: | University of Texas M. D. Anderson Cancer Center SPORE in Prostate Cancer Biostatistics and Bioinformatics Core (PC-B) |
| Funding Source: | NIH/NCI |
| Role: | Core Director |
| ID: | 5 P50 CA090270 05 |
| Date: | 2000 - 2004 |
| Title: | Linkage Methods for Quantitative and Complex Traits |
| Funding Source: | NIH/NHGRI |
| Role: | Statistician |
| ID: | 5R01HG002275-06 |
| Date: | 2000 - 2012 |
| Title: | Chronic Lymphocytic Leukemia Research Consortium (PC-B) |
| Funding Source: | NIH/NCI (Subcontract from University of California San Diego) |
| Role: | Core Director |
| ID: | 5 P01 CA081534 11 |
| Date: | 2000 - 2005 |
| Title: | Clinical and Epidemiologic Center focused on Biomarkers for Upper Aerodigestive Tract Lesions |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 5 U01 CA086390 05 |
| Date: | 1999 - 2001 |
| Title: | A Three Arm Phase II Chemoprevention Trial in Adenomatous Polyposis Coli Patients |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | N01-CN-95940 |
| Date: | 1996 |
| Title: | Non-parametric statistical techniques for analyzing data represented by curves |
| Funding Source: | University of Queensland |
| Role: | PI |
| Date: | 1995 - 1997 |
| Title: | Approximation of multi-dimensional functions for curve fitting and model building |
| Funding Source: | Australian Research Council |
| Role: | Co-I |
| Date: | 1995 |
| Title: | Nonparametric statistical method for data curves |
| Funding Source: | University of Queensland |
| Role: | PI |
| Date: | 1994 |
| Title: | Graphics and inference for semiparametric models for the spatial distribution of wildlife and land use |
| Funding Source: | Royal Society Exchange - Australian Academy of Science Program |
| Role: | PI |
| Date: | 1993 |
| Title: | Bootstrapping correlated survival data |
| Funding Source: | Australian Research Council |
| Role: | PI |
| Date: | 1993 |
| Title: | Automatic Importance resampling for the bootstrap |
| Funding Source: | University of Canberra |
| Role: | PI |
| Date: | 1993 |
| Title: | Empirical likelihood with linearized constraints for U-statistics |
| Funding Source: | University of Canberra |
| Role: | PI |
| Date: | 1992 |
| Title: | Workshop on Practical Applications of the Bootstrap |
| Funding Source: | CMA,ANA - Department of Industry, Technology, and Commerce grant |
| Role: | PI |
| Date: | 1991 |
| Title: | Bootstrapping imputed data |
| Funding Source: | CMA, ANU - Department of Industry, Technology, and Commerce |
| Role: | PI |
| Date: | 1990 - 1993 |
| Title: | Efficient Bootstrap Resampling |
| Funding Source: | University of Melbourne - Australian Research Council Postdoctoral Fellowship |
| Role: | Co-I |
| Title: | Identifying and Modeling the Engine of Genomic Heterogeneity in Renal Cell Carcinoma |
| Funding Source: | Department of Defense (DOD) |
| Role: | Co-I |
| ID: | CA150366 |
Selected Publications
Peer-Reviewed Articles
- Long, JP, Yang, Y, Shimizu, S, Pham, T, Do, K. Causal models and prediction in cell line perturbation experiments. BMC Bioinformatics 26(1), 2025. e-Pub 2025. PMID: 39773352.
- Chen, Y, Ballaro, R, Sans, M, Thege, F, Zuo, M, Dou, R, Min, J, Yip-Schneider, MT, Zhang, J, Wu, R, Irajizad, E, Makino, Y, Rajapakshe, K, Rudsari, HK, Hurd, MW, Leon Letelier, R, Katayama, H, Ostrin, EJ, Vykoukal, JV, Dennison, JB, Do, K, Hanash, S, Wolff, RA, Guerrero, PA, Kim, M, Schmidt, CM, Maitra, A, Fahrmann, JF. Long-chain sulfatide enrichment is an actionable metabolic vulnerability in intraductal papillary mucinous neoplasm (IPMN)-associated pancreatic cancers. Gut 74(10):1638-1652, 2025. e-Pub 2025. PMID: 40268349.
- Liu, S, Chen, H, Gagea Iurascu, M, Federico, L, Zhang, F, Gomez, J, Do, K, Symmans, WF, Hortobagyi, GN, Mills, GB, González-Angulo, AM, Tripathy, D. ADAMs contribute to triple negative breast cancer via mTORC1 pathway. Cancer Letters 626, 2025. e-Pub 2025. PMID: 40339955.
- Liu, C, Mosley, A, Irajizad, E, Yip-Schneider, MT, Wu, H, Smith-Kinnaman, WR, Tran, T, Long, JP, Do, K, Fahrmann, JF, Dewitt, J, Hanash, S, Schmidt, CM, Zhang, J. Cyst fluid proteins stratify malignant risk of intraductal papillary mucinous neoplasm of the pancreas. Cancer Letters 624, 2025. e-Pub 2025. PMID: 40300662.
- Shi, Y, Zhang, L, Do, K, Jenq, RR, Peterson, CB. CAT. Briefings in bioinformatics 26(4), 2025. e-Pub 2025. PMID: 40641046.
- Leon Letelier, R, Chen, Y, Dou, R, Irajizad, E, Yip-Schneider, MT, Wu, R, Ejaz, R, Rudsari, HK, Li, Y, Spencer, R, Ballaro, R, Vykoukal, JV, Hurd, MW, Dennison, JB, Do, K, Maitra, A, Zhang, J, Hanash, S, Schmidt, CM, Fahrmann, JF. Integrated Metabolomics and Spatial Transcriptomics of Cystic Pancreatic Cancer Precursors Reveals Dysregulated Polyamine Metabolism as a Biomarker of Progression. Clinical Cancer Research 31(12):2454-2465, 2025. e-Pub 2025. PMID: 40184234.
- Ballaro, R, Wasylishen, A, Pieterman, CR, Olsen, C, Irajizad, E, Wu, R, Katayama, H, Liu, H, Cai, Y, Leon Letelier, R, Dennison, JB, Waguespack, SG, Do, K, Agarwal, SK, Walter, MF, Welch, JM, Weinstein, LS, Blau, J, Jha, S, Nilubol, N, Vriens, MR, Van Leeuwaarde, RS, Van Treijen, MJ, Valk, GD, Perrier, ND, Hanash, S, Fahrmann, JF. Elevated levels of circulating microbial-associated uremic toxins are associated with metastatic duodenopancreatic neuroendocrine tumors in patients with Multiple Endocrine Neoplasia Type 1. Cancer Letters 614, 2025. e-Pub 2025. PMID: 39924079.
- Fahrmann, JF, Yip-Schneider, MT, Vykoukal, JV, Spencer, R, Dennison, JB, Do, K, Long, JP, Maitra, A, Zhang, J, Schmidt, CM, Hanash, S, Irajizad, E. Lead time trajectory of blood-based protein biomarkers for detection of pancreatic cancer based on repeat testing. Cancer Letters 612, 2025. e-Pub 2025. PMID: 39793753.
- Ghasemi, SM, Gu, C, Fahrmann, JF, Hanash, S, Do, K, Long, JP, Irajizad, E. A Novel Sensitivity Maximization at a Given Specificity Method for Binary Classifications. Cancer Prevention Research 18(3):117-123, 2025. e-Pub 2025. PMID: 39618306.
- Gu, C, Ghasemi, SM, Cai, Y, Fahrmann, JF, Long, JP, Katayama, H, Wu, C, Vykoukal, JV, Dennison, JB, Hanash, S, Do, K, Irajizad, E. Grape-Pi. Bioinformatics Advances 5(1), 2025. e-Pub 2025. PMID: 40406669.
- Anfossi, S, Darbaniyan, F, Quinlan, J, Calin, S, Shimizu, M, Chen, M, Rausseo, P, Winters, M, Bogatenkova, E, Do, K, Martinez, I, Li, Z, Antal, L, Olariu, TR, Wistuba, II, Calin, GA. MicroRNAs are enriched at COVID-19 genomic risk regions, and their blood levels correlate with the COVID-19 prognosis of cancer patients infected by SARS-CoV-2. Molecular cancer 23(1), 2024. e-Pub 2024. PMID: 39434078.
- Fahrmann JF, Ghasemi SM, Han CH, Wu R, Dennison JB, Vykoukal J, Celestino J, Lu K, Lu Z, Drescher C, K-A D, Hanash S, Bast RC, Irajizad E. A metabolite-based liquid biopsy for detection of ovarian cancer. In Press, Biomarker Research. Biomarker Research 12(1), 2024. e-Pub 2024. PMID: 39192316.
- Song, L, Irajizad, E, Rundle, A, Sesso, HD, Gaziano, JM, Vykoukal, JV, Do, K, Dennison, JB, Ostrin, EJ, Fahrmann, JF, Perera, F, Hanash, S. Validation of a Blood-Based Protein Biomarker Panel for a Risk Assessment of Lethal Lung Cancer in the Physicians’ Health Study. Cancers 16(11), 2024. e-Pub 2024. PMID: 38893188.
- Peterson CB, Saha S, Do KA. Analysis of Microbiome Data. Annu Rev Stat Appl 11(1):483-504, 2024. e-Pub 2024. PMID: 38962089.
- León-Letelier, RA, Dou, R, Vykoukal, J, Yip-Schneider, MT, Maitra, A, Irajizad, E, Wu, R, Dennison, JB, Do, KA, Zhang, J, Schmidt, CM. Contributions of the Microbiome-Derived Metabolome for Risk Assessment and Prognostication of Pancreatic Cancer, 2024. e-Pub 2024.
- Ho IL, Li CY, Wang F, Zhao L, Liu J, Yen EY, Dyke CA, Shah R, Liu Z, Çetin AO, Chu Y, Citron F, Attanasio S, Corti D, Darbaniyan F, Del Poggetto E, Loponte S, Liu J, Soeung M, Chen Z, Jiang S, Jiang H, Inoue A, Gao S, Deem A, Feng N, Ying H, Kim M, Giuliani V, Genovese G, Zhang J, Futreal A, Maitra A, Heffernan T, Wang L, Do KA, Gargiulo G, Draetta G, Carugo A, Lin R, Viale A. Clonal dominance defines metastatic dissemination in pancreatic cancer. Sci Adv 10(11):eadd9342, 2024. e-Pub 2024. PMID: 38478609.
- Arthur, JA, Edwards, T, Lu, Z, Amoateng, MD, Koom-Dadzie, K, Zhu, H, Long, JP, Do, K, Bruera, E. Healthcare provider perceptions and reported practices regarding opioid prescription for patients with chronic cancer pain. Supportive Care in Cancer 32(2), 2024. e-Pub 2024. PMID: 38252311.
- Zhang L, San Valentin EMD, John TM, Jenq RR, Do KA, Hanna EY, Peterson CB, Reyes-Gibby CC. Influence of oral microbiome on longitudinal patterns of oral mucositis severity in patients with squamous cell carcinoma of the head and neck. Cancer 130(1):150-161, 2024. e-Pub 2024. PMID: 37688396.
- Peterson CB, Satabdi S, K-A D. Analysis of Microbiome Data. To appear in Volume 11 of the Annual Review of Statistics and Its Application, 2024, 2024. e-Pub 2024.
- Anfossi, Darbaniyan F, Quinlan J, Calin S, Shimizu M, Chen M, Rausseo P, Winters M, Bogatenkova E, K-A D, Martinez I, Li Z, Antal L, Olariu TR, Wistuba I, Calin GA. MicroRNAs are enriched at COVID-19 genomic risk regions, and their blood levels correlate with the COVID-19 prognosis of cancer patients infected by SARS-CoV-2, 2024. e-Pub 2024.
- Shi Y, Zhang L, Do KA, Jenq RR, Peterson CB. survivalContour: visualizing predicted survival via colored contour plots. Bioinform Adv 4(1):vbae105, 2024. e-Pub 2024. PMID: 39086987.
- Zhang X, Irajizad E, Hoffman KL, Fahrmann JF, Li F, Seo YD, Browman GJ, Dennison JB, Vykoukal J, Luna PN, Siu W, Wu R, Murage E, Ajami NJ, McQuade JL, Wargo JA, Long JP, Do KA, Lampe JW, Basen-Engquist KM, Okhuysen PC, Kopetz S, Hanash SM, Petrosino JF, Scheet P, Daniel CR. Modulating a prebiotic food source influences inflammation and immune-regulating gut microbes and metabolites: insights from the BE GONE trial. To appear in eBiomedicine , 2024. EBioMedicine 98:104873, 2023. e-Pub 2023. PMID: 38040541.
- Fahrmann JF, Wasylishen AR, Pieterman CRC, Irajizad E, Vykoukal J, Wu R, Dennison JB, Peterson CB, Zhao H, Do KA, Halperin DM, Agarwal SK, Blau JE, Jha S, Rivero JD, Nilubol N, Walter MF, Welch JM, Weinstein LS, Vriens MR, van Leeuwaarde RS, van Treijen MJC, Valk GD, Perrier ND, Hanash SM, Katayama H. Blood-based Proteomic Signatures Associated With MEN1-related Duodenopancreatic Neuroendocrine Tumor Progression. J Clin Endocrinol Metab 108(12):3260-3271, 2023. e-Pub 2023. PMID: 37307230.
- Jeske AH, Anderson A, Do KA, Ning J, Ma J, Bruera E. Patterns of opioid use among Texas dental practitioners during the COVID-19 pandemic. J Opioid Manag 19(6):523-532, 2023. e-Pub 2023. PMID: 38189194.
- Arthur J, Edwards T, Lu Z, Amoateng DM, Koom-Dadzie K, Zhu H, Long J, Do KA, Bruera E. Healthcare provider perceptions and reported practices regarding opioid prescription for patients with chronic pain. Res Sq, 2023. e-Pub 2023. PMID: 37841840.
- Irajizad E, Fahrmann JF, Marsh T, Vykoukal J, Dennison JB, Long JP, Do KA, Feng Z, Hanash S, Ostrin EJ. Mortality Benefit of a Blood-Based Biomarker Panel for Lung Cancer on the Basis of the Prostate, Lung, Colorectal, and Ovarian Cohort. J Clin Oncol 41(27):4360-4368, 2023. e-Pub 2023. PMID: 37379494.
- Irajizad E, Kenney A, Tang T, Vykoukal J, Wu R, Murage E, Dennison JB, Sans M, Long JP, Loftus M, Chabot JA, Kluger MD, Kastrinos F, Brais L, Babic A, Jajoo K, Lee LS, Clancy TE, Ng K, Bullock A, Genkinger JM, Maitra A, Do KA, Yu B, Wolpin BM, Hanash S, Fahrmann JF. A blood-based metabolomic signature predictive of risk for pancreatic cancer. Cell Rep Med 4(9):101194, 2023. e-Pub 2023. PMID: 37729870.
- Das P, Peterson CB, Ni Y, Reuben A, Zhang J, Zhang J, Do KA, Baladandayuthapani V. Bayesian hierarchical quantile regression with application to characterizing the immune architecture of lung cancer. Biometrics 79(3):2474-2488, 2023. e-Pub 2022. PMID: 36239535.
- Huang L, Long JP, Irajizad E, Doecke JD, Do KA, Ha MJ. A unified mediation analysis framework for integrative cancer proteogenomics with clinical outcomes. Bioinformatics 39(1), 2023. e-Pub 2023. PMID: 36648331.
- Class CA, Lukan CJ, Bristow CA, Do KA. Easy NanoString nCounter data analysis with the NanoTube. Bioinformatics 39(1), 2023. e-Pub 2023. PMID: 36440915.
- Long, JP, Zhu, H, Do, K, Ha, MJ. Estimating causal effects with hidden confounding using instrumental variables and environments. Electronic Journal of Statistics 17(2):2849-2879, 2023. e-Pub 2023.
- Santos DA, Zhang L, Do KA, Bednarski BK, Robinson Ledet C, Limmer A, Gibson H, You YN. Chemotherapy and Abdominal Wall Closure Technique Increase the Probability of Postoperative Ventral Incisional Hernia in Patients With Colon Cancer. Am Surg 89(1):31348211011149, 2023. e-Pub 2021. PMID: 33877925.
- Shi Y, Zhang L, Do KA, Jenq R, Peterson CB. Sparse tree-based clustering of microbiome data to characterize microbiome heterogeneity in pancreatic cancer. J R Stat Soc Ser C Appl Stat 72(1):20-36, 2023. e-Pub 2023. PMID: 37034187.
- Francisco DMA, Zhang L, Jiang Y, Olvera A, Adachi J, Guevara EY, Aitken SL, Garey KW, Peterson CB, Do KA, Dillon R, Obi EN, Jenq R, Okhuysen PC. Risk Factors Associated with Severe Clostridioides difficile Infection in Patients with Cancer. Infect Dis Ther 12(1):209-225, 2023. e-Pub 2023. PMID: 36443547.
- Long JP, Zhu H, Do KA, Ha MJ. Estimating causal effects with hidden confounding using instrumental variables and environments. Electron J Stat 17(2):2849-2879, 2023. e-Pub 2023. PMID: 38957485.
- Schwabkey ZI, Wiesnoski DH, Chang CC, Tsai WB, Pham D, Ahmed SS, Hayase T, Ortega Turrubiates MR, El-Himri RK, Sanchez CA, Hayase E, Frenk Oquendo AC, Miyama T, Halsey TM, Heckel BE, Brown AN, Jin Y, Raybaud M, Prasad R, Flores I, McDaniel L, Chapa V, Lorenzi PL, Warmoes MO, Tan L, Swennes AG, Fowler S, Conner M, McHugh K, Graf T, Jensen VB, Peterson CB, Do KA, Zhang L, Shi Y, Wang Y, Galloway-Pena JR, Okhuysen PC, Daniel-MacDougall CR, Shono Y, Burgos da Silva M, Peled JU, van den Brink MRM, Ajami N, Wargo JA, Reddy P, Valdivia RH, Davey L, Rondon G, Srour SA, Mehta RS, Alousi AM, Shpall EJ, Champlin RE, Shelburne SA, Molldrem JJ, Jamal MA, Karmouch JL, Jenq RR. Diet-derived metabolites and mucus link the gut microbiome to fever after cytotoxic cancer treatment. Sci Transl Med 14(671):eabo3445, 2022. e-Pub 2022. PMID: 36383683.
- Irajizad E, Han CY, Celestino J, Wu R, Murage E, Spencer R, Dennison JB, Vykoukal J, Long JP, Do KA, Drescher C, Lu K, Lu Z, Bast RC, Hanash S, Fahrmann JF. A Blood-Based Metabolite Panel for Distinguishing Ovarian Cancer from Benign Pelvic Masses. Clin Cancer Res 28(21):4669-4676, 2022. e-Pub 2022. PMID: 36037307.
- Su X, Li Y, Müller P, Hsu CW, Pan H, Do KA. A semi-mechanistic dose-finding design in oncology using pharmacokinetic/pharmacodynamic modeling. Pharm Stat 21(6):1149-1166, 2022. e-Pub 2022. PMID: 35748220.
- Darbaniyan F, Zheng H, Kanagal-Shamanna R, Lockyer P, Montalban-Bravo G, Estecio M, Lu Y, Soltysiak KA, Chien KS, Yang H, Sasaki K, Class C, Ganan-Gomez I, Do KA, Garcia-Manero G, Wei Y. Transcriptomic Signatures of Hypomethylating Agent Failure in Myelodysplastic Syndromes and Chronic Myelomonocytic Leukemia. Exp Hematol 115:44-53, 2022. e-Pub 2022. PMID: 36150563.
- Li Z, Wang Y, Ganan-Gomez I, Colla S, Do KA. A machine learning-based method for automatically identifying novel cells in annotating single-cell RNA-seq data. Bioinformatics 38(21):4885-4892, 2022. e-Pub 2022. PMID: 36083008.
- Sasaki K, Jabbour E, Montalban-Bravo G, Darbaniyan F, Do KA, Class C, Short NJ, Kanagal-Shamana R, Kadia T, Borthakur G, Pemmaraju N, Cortes J, Ravandi F, Alvarado Y, Chien K, Komrokji R, Sekeres MA, Steensma DP, DeZern A, Roboz G, Soltysiak K, Yang H, Kantarjian HM, Garcia-Manero G. Low-Dose Decitabine versus Low-Dose Azacitidine in Lower-Risk MDS. NEJM Evid 1(10):EVIDoa2200034, 2022. e-Pub 2022. PMID: 38319837.
- Wei Y, Zheng H, Lockyer PP, Darbaniyan F, Li Z, Kanagal-Shamanna R, Soltysiak KA, Yang H, Ganan-Gomez I, Montalban-Bravo G, Chien KS, Do KA, Daver N, Garcia-Manero G. MDM2 antagonist improves therapeutic activity of azacitidine in myelodysplastic syndromes and chronic myelomonocytic leukemia. Leuk Lymphoma:1-11. e-Pub 2022. PMID: 36059252.
- Irajizad E, Fahrmann JF, Long JP, Vykoukal J, Kobayashi M, Capello M, Yu CY, Cai Y, Hsiao FC, Patel N, Park S, Peng Q, Dennison JB, Kato T, Tai MC, Taguchi A, Kadara H, Wistuba II, Katayama H, Do KA, Hanash SM, Ostrin EJ. A Comprehensive Search of Non-Canonical Proteins in Non-Small Cell Lung Cancer and Their Impact on the Immune Response. Int J Mol Sci 23(16), 2022. e-Pub 2022. PMID: 36012199.
- Wei Y, Kanagal-Shamanna R, Zheng H, Bao N, Lockyer PP, Class CA, Darbaniyan F, Lu Y, Lin K, Yang H, Montalban-Bravo G, Ganan-Gomez I, Soltysiak KA, Do KA, Colla S, Garcia-Manero G. Cooperation between KDM6B overexpression and TET2 deficiency in the pathogenesis of chronic myelomonocytic leukemia. Leukemia 36(8):2097-2107, 2022. e-Pub 2022. PMID: 35697791.
- Kanagal-Shamanna R, Orazi A, Hasserjian RP, Arber DA, Reichard K, Hsi ED, Bagg A, Rogers HJ, Geyer J, Darbaniyan F, Do KA, Devins KM, Pozdnyakova O, George TI, Cin PD, Greipp PT, Routbort MJ, Patel K, Garcia-Manero G, Verstovsek S, Medeiros LJ, Wang SA, Bueso-Ramos C. Correction to: Myelodysplastic/myeloproliferative neoplasms-unclassifiable with isolated isochromosome 17q represents a distinct clinico-biologic subset: a multi-institutional collaborative study from the Bone Marrow Pathology Group. Mod Pathol 35(5):705, 2022. e-Pub 2021. PMID: 34903824.
- Shih DJH, Ruoxing L, Müller P, Zheng WJ, Do KA, Lin SY, Carter SL. CNGPLD: Case-control copy-number analysis using Gaussian process latent difference. Bioinformatics 38(8):2096-2101, 2022. e-Pub 2022. PMID: 35176131.
- Kanagal-Shamanna R, Orazi A, Hasserjian RP, Arber DA, Reichard K, Hsi ED, Bagg A, Rogers HJ, Geyer J, Darbaniyan F, Do KA, Devins KM, Pozdnyakova O, George TI, Cin PD, Greipp PT, Routbort MJ, Patel K, Garcia-Manero G, Verstovsek S, Medeiros LJ, Wang SA, Bueso-Ramos C. Myelodysplastic/myeloproliferative neoplasms-unclassifiable with isolated isochromosome 17q represents a distinct clinico-biologic subset: a multi-institutional collaborative study from the Bone Marrow Pathology Group. Mod Pathol 35(4):470-479, 2022. e-Pub 2021. PMID: 34775472.
- Fahrmann JF, Marsh T, Irajizad E, Patel N, Murage E, Vykoukal J, Dennison JB, Do KA, Ostrin E, Spitz MR, Lam S, Shete S, Meza R, Tammemägi MC, Feng Z, Hanash SM. Blood-Based Biomarker Panel for Personalized Lung Cancer Risk Assessment. J Clin Oncol 40(8):876-883, 2022. e-Pub 2022. PMID: 34995129.
- Shi Y, Zhang L, Peterson CB, Do KA, Jenq RR. Performance determinants of unsupervised clustering methods for microbiome data. Microbiome 10(1):25, 2022. e-Pub 2022. PMID: 35120564.
- Tanaka I, Dayde D, Tai MC, Mori H, Solis LM, Tripathi SC, Fahrmann JF, Unver N, Parhy G, Jain R, Parra ER, Murakami Y, Aguilar-Bonavides C, Mino B, Celiktas M, Dhillon D, Casabar JP, Nakatochi M, Stingo F, Baladandayuthapani V, Wang H, Katayama H, Dennison JB, Lorenzi PL, Do KA, Fujimoto J, Behrens C, Ostrin EJ, Rodriguez-Canales J, Hase T, Fukui T, Kajino T, Kato S, Yatabe Y, Hosoda W, Kawaguchi K, Yokoi K, Chen-Yoshikawa TF, Hasegawa Y, Gazdar AF, Wistuba II, Hanash S, Taguchi A. SRGN-Triggered Aggressive and Immunosuppressive Phenotype in a Subset of TTF-1-Negative Lung Adenocarcinomas. J Natl Cancer Inst 114(2):290-301, 2022. e-Pub 2021. PMID: 34524427.
- Chen Y, Capello M, Rios Perez MV, Vykoukal JV, Roife D, Kang Y, Prakash LR, Katayama H, Irajizad E, Fleury A, Ferri-Borgogno S, Baluya DL, Dennison JB, Do KA, Fiehn O, Maitra A, Wang H, Chiao PJ, Katz MHG, Fleming JB, Hanash SM, Fahrmann JF. CES2 sustains HNF4α expression to promote pancreatic adenocarcinoma progression through an epoxide hydrolase-dependent regulatory loop. Mol Metab 56:101426, 2022. e-Pub 2021. PMID: 34971802.
- Irajizad E, Wu R, Vykoukal J, Murage E, Spencer R, Dennison JB, Moulder S, Ravenberg E, Lim B, Litton J, Tripathym D, Valero V, Damodaran S, Rauch GM, Adrada B, Candelaria R, White JB, Brewster A, Arun B, Long JP, Do KA, Hanash S, Fahrmann JF. Application of Artificial Intelligence to Plasma Metabolomics Profiles to Predict Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer. Front Artif Intell 5:876100, 2022. e-Pub 2022. PMID: 36034598.
- Shih DJH, Chen MK, Yin J, McGrail DJ, Dai H, Wei R, Zhang J, Zheng WJ, Do KA, Yang L, Hung MC, Lin SY. Exploiting induced vulnerability to overcome PARPi resistance and clonal heterogeneity in BRCA mutant triple-negative inflammatory breast cancer. Am J Cancer Res 12(1):337-354, 2022. e-Pub 2022. PMID: 35141022.
- Fahrmann JF, Wasylishen AR, Pieterman CRC, Irajizad E, Vykoukal J, Murage E, Wu R, Dennison JB, Krishna H, Peterson CB, Lozano G, Zhao H, Do KA, Halperin DM, Agarwal SK, Blau JE, Del Rivero J, Nilubol N, Walter MF, Welch JM, Weinstein LS, Vriens MR, van Leeuwaarde RS, van Treijen MJC, Valk GD, Perrier ND, Hanash SM. A blood-based polyamine signature associated with MEN1 duodenopancreatic neuroendocrine tumor progression. J Clin Endocrinol Metab 106(12):e4969-e4980, 2021. e-Pub 2021. PMID: 34318891.
- Zhang L, Shi Y, Jenq RR, Do KA, Peterson CB. Bayesian compositional regression with structured priors for microbiome feature selection. Biometrics 77(3):824-838, 2021. e-Pub 2021. PMID: 32686846.
- Karakas C, Francis AM, Ha MJ, Wingate HF, Meena RA, Yi M, Rasaputra KS, Barrera AMG, Arun B, Do KA, Sahin A, Keyomarsi K, Hunt KK. Cytoplasmic Cyclin E Expression Predicts for Response to Neoadjuvant Chemotherapy in Breast Cancer. Ann Surg 274(2):e150-e159, 2021. e-Pub 2021. PMID: 31436549.
- Giuliani V, Miller MA, Liu CY, Hartono SR, Class CA, Bristow CA, Suzuki E, Sanz LA, Gao G, Gay JP, Feng N, Rose JL, Tomihara H, Daniele JR, Peoples MD, Bardenhagen JP, Geck Do MK, Chang QE, Vangamudi B, Vellano C, Ying H, Deem AK, Do KA, Genovese G, Marszalek JR, Kovacs JJ, Kim M, Fleming JB, Guccione E, Viale A, Maitra A, Emilia Di Francesco M, Yap TA, Jones P, Draetta G, Carugo A, Chedin F, Heffernan TP. PRMT1-dependent regulation of RNA metabolism and DNA damage response sustains pancreatic ductal adenocarcinoma. Nat Commun 12(1):4626, 2021. e-Pub 2021. PMID: 34330913.
- Dayde D, Gunther J, Hirayama Y, Weksberg DC, Boutin A, Parhy G, Aguilar-Bonavides C, Wang H, Katayama H, Abe Y, Do KA, Hara K, Kinoshita T, Komori K, Shimizu Y, Tajika M, Niwa Y, Wang YA, DePinho R, Hanash S, Krishnan S, Taguchi A. Identification of Blood-Based Biomarkers for the Prediction of the Response to Neoadjuvant Chemoradiation in Rectal Cancer. Cancers (Basel) 13(14), 2021. e-Pub 2021. PMID: 34298853.
- Montalban-Bravo G, Kanagal-Shamanna R, Darbaniyan F, Siddiqui MT, Sasaki K, Wei Y, Yang H, Chien KS, Naqvi K, Jabbour E, Kadia TM, Daver N, DiNardo C, Ravandi F, Pemmaraju N, Bose P, Verstovsek S, Pierce S, Bueso-Ramos C, Patel K, Do KA, Kantarjian H, Garcia-Manero G. Clinical, genomic, and transcriptomic differences between myelodysplastic syndrome/myeloproliferative neoplasm with ring sideroblasts and thrombocytosis (MDS/MPN-RS-T) and myelodysplastic syndrome with ring sideroblasts (MDS-RS). Am J Hematol 96(7):E246-E249, 2021. e-Pub 2021. PMID: 33811786.
- Shu H, Chiang T, Wei P, Do KA, Lesslie MD, Cohen EO, Srinivasan A, Moseley TW, Chang Sen LQ, Leung JWT, Dennison JB, Hanash SM, Weaver OO. A Deep Learning Approach to Re-create Raw Full-Field Digital Mammograms for Breast Density and Texture Analysis. Radiol Artif Intell 3(4):e200097, 2021. e-Pub 2021. PMID: 34350403.
- Zhang L, Shi Y, Do KA, Peterson CB, Jenq RR. ProgPerm: Progressive permutation for a dynamic representation of the robustness of microbiome discoveries. BMC Bioinformatics 22(1):126, 2021. e-Pub 2021. PMID: 33731016.
- Kanagal-Shamanna R, Montalban-Bravo G, Katsonis P, Sasaki K, Class CA, Jabbour E, Sallman D, Hunter AM, Benton C, Chien KS, Luthra R, Bueso-Ramos CE, Kadia T, Andreeff M, Komrokji RS, Al Ali NH, Short N, Daver N, Routbort MJ, Khoury JD, Patel K, Ganan-Gomez I, Wei Y, Borthakur G, Ravandi F, Do KA, Soltysiak KA, Lichtarge O, Medeiros LJ, Kantarjian H, Garcia-Manero G. Evolutionary action score identifies a subset of TP53 mutated myelodysplastic syndrome with favorable prognosis. Blood Cancer J 11(3):52, 2021. e-Pub 2021. PMID: 33677472.
- Fahrmann JF, Schmidt CM, Mao X, Irajizad E, Loftus M, Zhang J, Patel N, Vykoukal J, Dennison JB, Long JP, Do KA, Zhang J, Chabot JA, Kluger MD, Kastrinos F, Brais L, Babic A, Jajoo K, Lee LS, Clancy TE, Ng K, Bullock A, Genkinger J, Yip-Schneider MT, Maitra A, Wolpin BM, Hanash S. Lead-time trajectory of CA19-9 as an anchor marker for pancreatic cancer early detection. Gastroenterology 160(4):1373-1383.e6, 2021. e-Pub 2021. PMID: 33333055.
- Fahrmann JF, Irajizad E, Kobayashi M, Vykoukal J, Dennison JB, Murage E, Wu R, Long JP, Do KA, Celestino J, Lu KH, Lu Z, Bast RC, Hanash S. A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer. Cancers (Basel) 13(4), 2021. e-Pub 2021. PMID: 33671595.
- Montalban-Bravo G, Darbaniyan F, Kanagal-Shamanna R, Ganan-Gomez I, Class CA, Sasaki K, Naqvi K, Wei Y, Yang H, Soltysiak KA, Chien KS, Bueso-Ramos C, Do KA, Kantarjian H, Garcia-Manero G. Type I Interferon Upregulation and Deregulation of Genes Involved in Monopoiesis in Chronic Myelomonocytic Leukemia. Leuk Res 101:106511, 2021. e-Pub 2021. PMID: 33517186.
- Kim J, Zhu H, Wang X, Do KA. Scalable network estimation with L (0) penalty. Stat Anal Data Min 14(1):18-30, 2021. e-Pub 2021. PMID: 35027990.
- Ha MJ, Kim J, Galloway-Peña J, Do KA, Peterson CB. Compositional zero-inflated network estimation for microbiome data. BMC Bioinformatics 21(Suppl 21):581, 2020. e-Pub 2020. PMID: 33371887.
- Abi Jaoude J, Kouzy R, Minsky BD, Fuller CD, Yuan Y, Do KA, Taniguchi CM, Ludmir EB. Sponsor-involved statistical analyses in Phase III cancer clinical trials. Int J Cancer 147(12):3579-3581, 2020. e-Pub 2020. PMID: 32621758.
- Reyes-Gibby CC, Wang J, Zhang L, Peterson CB, Do KA, Jenq RR, Shelburne S, Shah DP, Chambers MS, Hanna EY, Yeung SJ, Shete S. Oral microbiome and onset of oral mucositis in patients with squamous cell carcinoma of the head and neck. Cancer 126(23):5124-5136, 2020. e-Pub 2020. PMID: 32888342.
- Capello M, Fahrmann JF, Rios Perez MV, Vykoukal JV, Irajizad E, Tripathi SC, Roife D, Bantis LE, Kang Y, Kundnani DL, Xu H, Prakash LR, Long JP, Katayama H, Fleury A, Ferri-Borgogno S, Baluya DL, Dennison JB, Aguilar-Bonavides C, Casabar JP, Celiktas M, Do KA, Fiehn O, Maitra A, Wang H, Feng Z, Chiao PJ, Katz MH, Fleming JB, Hanash SM. CES2 Expression in Pancreatic Adenocarcinoma Is Predictive of Response to Irinotecan and Is Associated With Type 2 Diabetes. JCO Precis Oncol 4:426-436, 2020. e-Pub 2020. PMID: 35050739.
- Shi Y, Zhang L, Do KA, Peterson CB, Jenq RR. aPCoA: covariate adjusted principal coordinates analysis. Bioinformatics 36(13):4099-4101, 2020. e-Pub 2020. PMID: 32339223.
- Fahrmann JF, Vykoukal J, Fleury A, Tripathi S, Dennison JB, Murage E, Wang P, Yu CY, Capello M, Creighton CJ, Do KA, Long JP, Irajizad E, Peterson C, Katayama H, Disis ML, Arun B, Hanash S. Association between plasma diacetylspermine and tumor spermine synthase with outcome in triple negative breast cancer. J Natl Cancer Inst 112(6):607-616, 2020. e-Pub 2020. PMID: 31503278.
- Chien KS, Class CA, Montalban-Bravo G, Wei Y, Sasaki K, Naqvi K, Ganan-Gomez I, Yang H, Soltysiak KA, Kanagal-Shamanna R, Do KA, Kantarjian HM, Garcia-Manero G. LILRB4 Expression in Chronic Myelomonocytic Leukemia and Myelodysplastic Syndrome Based on Response to Hypomethylating Agents. Leuk Lymphoma 61(6):1493-1499, 2020. e-Pub 2020. PMID: 32036728.
- Galloway-Peña JR, Shi Y, Peterson CB, Sahasrabhojane P, Gopalakrishnan V, Brumlow CE, Daver NG, Alfayez M, Boddu PC, Khan MAW, Wargo JA, Do KA, Jenq RR, Kontoyiannis DP, Shelburne SA. Gut Microbiome Signatures are Predictive of Infectious Risk Following Induction Therapy for Acute Myeloid Leukemia. Clin Infect Dis 71(1):63-71, 2020. e-Pub 2020. PMID: 31436833.
- Montalban-Bravo G, Kanagal-Shamanna R, Class CA, Sasaki K, Ravandi F, Cortes JE, Daver N, Takahashi K, Short NJ, DiNardo CD, Jabbour E, Borthakur G, Naqvi K, Issa GC, Konopleva M, Khoury JD, Routbort M, Pierce S, Do KA, Bueso-Ramos C, Patel K, Kantarjian H, Garcia-Manero G, Kadia TM. Outcomes of acute myeloid leukemia with myelodysplasia related changes depend on diagnostic criteria and therapy. Am J Hematol 95(6):612-622, 2020. e-Pub 2020. PMID: 32112433.
- Chekouo T, Stingo FC, Class CA, Yan Y, Bohannan Z, Wei Y, Garcia-Manero G, Hanash S, Do KA. Investigating protein patterns in human leukemia cell line experiments: A Bayesian approach for extremely small sample sizes. Stat Methods Med Res 29(4):1181-1196, 2020. e-Pub 2020. PMID: 31172886.
- Montalban-Bravo G, Class CA, Ganan-Gomez I, Kanagal-Shamanna R, Sasaki K, Richard-Carpentier G, Naqvi K, Wei Y, Yang H, Soltysiak KA, Chien K, Bueso-Ramos C, Do KA, Kantarjian H, Garcia-Manero G. Transcriptomic analysis implicates necroptosis in disease progression and prognosis in myelodysplastic syndromes. Leukemia 34(3):872-881, 2020. e-Pub 2020. PMID: 31719677.
- Das P, Peterson CB, Do KA, Akbani R, Baladandayuthapani V. NExUS: Bayesian simultaneous network estimation across unequal sample sizes. Bioinformatics 36(3):798-804, 2020. e-Pub 2020. PMID: 31504175.
- Kobayashi M, Katayama H, Irajizad E, Vykoukal JV, Fahrmann JF, Kundnani DL, Yu CY, Cai Y, Hsiao FC, Yang WL, Lu Z, Celestino J, Long JP, Do KA, Lu KH, Ladd JJ, Urban N, Bast RC, Hanash SM. Proteome Profiling Uncovers an Autoimmune Response Signature That Reflects Ovarian Cancer Pathogenesis. Cancers (Basel) 12(2), 2020. e-Pub 2020. PMID: 32092936.
- Fahrmann JF, Rios Perez MV, Vykoukal JV, Irajizad E, Tripathi SC, Roife D, Bantis LE, Kang Y, Kundnani DL, Xu H, Prakash LR, Long JP, Katayama H, Fleury A, Ferri-Borgogno S, Baluya DL, Dennison JB, Aguilar-Bonavides C, Casabar JP, Celiktas M, K-A D, Fiehn O, Maitra A, Wang H, Feng Z, Chiao PJ, Matthew, Fleming JB, Hanash SM. CES2 Expression in Pancreatic Adenocarcinoma Is Predictive of Response to Irinotecan and Is Associated With Type 2 Diabetes. JCO Precision Oncology 2020 4:426-436, 2020. e-Pub 2020.
- Riquelme E, Zhang Y, Zhang L, Montiel M, Zoltan M, Dong W, Quesada P, Sahin I, Chandra V, San Lucas A, Scheet P, Xu H, Hanash SM, Feng L, Burks JK, Do KA, Peterson CB, Nejman D, Tzeng CD, Kim MP, Sears CL, Ajami N, Petrosino J, Wood LD, Maitra A, Straussman R, Katz M, White JR, Jenq R, Wargo J, McAllister F. Tumor Microbiome Diversity and Composition Influence Pancreatic Cancer Outcomes. Cell 178(4):795-806.e12, 2019. e-Pub 2019. PMID: 31398337.
- Riquelme E, Zhang Y, Zhang L, Montiel M, Zoltan M, Dong W, Quesada P, Sahin I, Chandra V, San Lucas A, Scheet P, Xu H, Hanash SM, Feng L, Burks JK, Do KA, Peterson CB, Nejman D, Tzeng CD, Kim MP, Sears CL, Ajami N, Petrosino J, Wood LD, Maitra A, Straussman R, Katz M, White JR, Jenq R, Wargo J, McAllister F. Tumor Microbiome Diversity and Composition Influence Pancreatic Cancer Outcomes. Cell 178(4):795-806, 2019. e-Pub 2019.
- Xing Y, Lin NU, Maurer MA, Chen H, Mahvash A, Sahin A, Akcakanat A, Li Y, Abramson V, Litton J, Chavez-MacGregor M, Valero V, Piha-Paul SA, Hong D, Do KA, Tarco E, Riall D, Eterovic AK, Wulf GM, Cantley LC, Mills GB, Doyle LA, Winer E, Hortobagyi GN, Gonzalez-Angulo AM, Meric-Bernstam F. Phase II trial of AKT inhibitor MK-2206 in patients with advanced breast cancer who have tumors with PIK3CA or AKT mutations, and/or PTEN loss/PTEN mutation. Breast Cancer Res 21(1):78, 2019. e-Pub 2019. PMID: 31277699.
- Yan Y, Sun N, Wang H, Kobayashi M, Ladd JJ, Long JP, Lo KC, Patel J, Sullivan E, Albert T, Goodman GE, Do KA, Hanash SM. Whole genome-derived tiled peptide arrays detect pre-diagnostic autoantibody signatures in non-small cell lung cancer. Cancer Res 79(7):1549-1557, 2019. e-Pub 2019. PMID: 30723114.
- Wang Y, Hu J, Do KA, Hobbs BP. An Efficient Nonparametric Estimate for Spatially Correlated Functional Data. Statistics in Biosciences 11(1):162-183, 2019. e-Pub 2019.
- Thomas PS, Class CA, Gandhi TR, Bambhroliya A, Do KA, Brewster AM. Demographic, clinical, and geographical factors associated with lack of receipt of physician recommended chemotherapy in women with breast cancer in Texas. Cancer Causes Control 30(4):409-415, 2019. e-Pub 2019.
- Thomas PS, Class CA, Gandhi TR, Bambhroliya A, Do KA, Brewster AM. Demographic, clinical, and geographical factors associated with lack of receipt of physician recommended chemotherapy in women with breast cancer in Texas. Cancer Causes Control 30(4):409-415, 2019. e-Pub 2019. PMID: 30868330.
- Kim J, Do KA, Ha MJ, Peterson CB. Bayesian inference of hub nodes across multiple networks. Biometrics 75(1):172-182, 2019. e-Pub 2019. PMID: 30051914.
- Gaudreau PO, Clairefond S, Class CA, Boulay PL, Chrobak P, Allard B, Azzi F, Pommey S, Do KA, Saad F, Trudel D, Young M, Stagg J. WISP1 is associated to advanced disease, EMT and an inflamed tumor microenvironment in multiple solid tumors. Oncoimmunology 8(5):e1581545, 2019. e-Pub 2019. PMID: 31069142.
- Liu S, Li S, Wang B, Liu W, Gagea M, Chen H, Sohn J, Parinyanitikul N, Primeau T, Do KA, Vande Woude GF, Mendelsohn J, Ueno NT, Mills GB, Tripathy D, Gonzalez-Angulo AM. Cooperative Effect of Oncogenic MET and PIK3CA in an HGF-Dominant Environment in Breast Cancer. Mol Cancer Ther 18(2):399-412, 2019. e-Pub 2019. PMID: 30518672.
- Liu S, Li S, Wang B, Liu W, Gagea M, Chen H, Sohn J, Parinyanitikul N, Primeau T, Do KA, Vande Woude GF, Mendelsohn J, Ueno NT, Mills GB, Tripathy D, Gonzalez-Angulo AM. Cooperative effect of oncogenic MET and PIK3CA in an HGF-dominant environment in breast cancer. Mol Cancer Ther 18(2):399-412, 2019. e-Pub 2019.
- Nguyen K, Yan Y, Yuan B, Dasgupta A, Sun J, Mu H, Do KA, Ueno NT, Andreeff M, Battula VL. ST8SIA1 regulates tumor growth and metastasis in TNBC by activating the FAK-AKT-mTOR signaling pathway. Mol Cancer Ther 17(12):2689-2701, 2018. e-Pub 2018. PMID: 30237308.
- Jiang ZD, Jenq RR, Ajami NJ, Petrosino JF, Alexander AA, Ke S, Iqbal T, DuPont AW, Muldrew K, Shi Y, Peterson C, Do KA, DuPont HL. Safety and preliminary efficacy of orally administered lyophilized fecal microbiota product compared with frozen product given by enema for recurrent Clostridium difficile infection: A randomized clinical trial. PLoS One 13(11):e0205064, 2018. e-Pub 2018. PMID: 30388112.
- Wei Y, Zheng H, Bao N, Jiang S, Bueso-Ramos CE, Khoury J, Class C, Lu Y, Lin K, Yang H, Ganan-Gomez I, Starczynowski DT, Do KA, Colla S, Garcia-Manero G. KDM6B overexpression activates innate immune signaling and impairs hematopoiesis in mice. Blood Adv 2(19):2491-2504, 2018. e-Pub 2018. PMID: 30275007.
- Ha MJ, Banerjee S, Akbani R, Liang L, Mills GB, Do KA, Baladandayuthapani V. Personalized Integrated Network Modeling of the Cancer Proteome Atlas. Sci Rep 8(1):14924, 2018. e-Pub 2018. PMID: 30297783.
- Brewster AM, Thomas P, Brown P, Coyne R, Yan Y, Checka C, Middleton L, Do KA, Bevers T. A System-Level Approach to Improve the Uptake of Antiestrogen Preventive Therapy among Women with Atypical Hyperplasia and Lobular Cancer In Situ. Cancer Prev Res (Phila) 11(5):295-302, 2018. e-Pub 2018. PMID: 29618460.
- Takahashi K, Hu B, Wang F, Yan Y, Kim E, Vitale C, Patel KP, Strati P, Gumbs C, Little L, Tippen S, Song X, Zhang J, Jain N, Thompson P, Garcia-Manero G, Kantarjian H, Estrov Z, Do KA, Keating M, Burger JA, Wierda WG, Futreal PA, Ferrajoli A. Clinical Implicationsof Cancer Gene Mutations in Patients with Chronic Lymphocytic Leukemia Treated with Lenalidomide. Blood 131(16):1820-1832, 2018. e-Pub 2018. PMID: 29358183.
- Class CA, Ha MJ, Baladandayuthapani V, Do KA. iDINGO - Integrative Differential Network Analysis in Genomics with Shiny Application. Bioinformatics 34(7):1243-1245, 2018. e-Pub 2018. PMID: 29194470.
- Stagg J, Gaudreau PO, Clairefond S, Class CA, Boulay PL, Chrobak P, Allard B, Azzi F, Pommey S, K-A D, Saad F, Trudel D, Young M. WISP1 iss associated to advanced disease, EMT and an inflamed tumor microenvironment in multiple solid tumors. OncoImmunology 8(5), 2018. e-Pub 2018.
- Tayob N, Stingo F, Do KA, Lok ASF, Feng Z. A Bayesian Screening Approach for Hepatocellular Carcinoma using Multiple Longitudinal Biomarkers. Biometrics 74(1):249-259, 2018. e-Pub 2018. PMID: 28482112.
- Hunt KK, Karakas C, Ha MJ, Biernacka A, Yi M, Sahin AA, Adjapong O, Hortobagyi GN, Bondy M, Thompson P, Cheung KL, Ellis IO, Bacus S, Symmans WF, Do KA, Keyomarsi K. Cytoplasmic Cyclin E Predicts Recurrence in Patients with Breast Cancer. Clin Cancer Res 23(12):2991-3002, 2017. e-Pub 2017. PMID: 27881578.
- Chekouo T, Stingo FC, Doecke JD, Do KA. A Bayesian integrative approach for multi-platform genomic data: A kidney cancer case study. Biometrics 73(2):615-624, 2017. e-Pub 2017. PMID: 27669160.
- Jonasch E, Hasanov E, Corn PG, Moss T, Shaw KR, Stovall S, Marcott V, Gan B, Bird S, Wang X, Do KA, Altamirano PF, Zurita AJ, Doyle LA, Lara PN, Tannir NM. A randomized phase 2 study of MK-2206 versus everolimus in refractory renal cell carcinoma. Ann Oncol 28(4):804-808, 2017. e-Pub 2017. PMID: 28049139.
- Çeliktas M, Tanaka I, Tripathi SC, Fahrmann JF, Aguilar-Bonavides C, Villalobos P, Delgado O, Dhillon D, Dennison JB, Ostrin EJ, Wang H, Behrens C, Do KA, Gazdar AF, Hanash SM, Taguchi A. Role of CPS1 in Cell Growth, Metabolism, and Prognosis in LKB1-Inactivated Lung Adenocarcinoma. J Natl Cancer Inst 109(3):1-9, 2017. e-Pub 2017. PMID: 28376202.
- Yang Q, Chen LS, Ha MJ, Do KA, Neelapu SS, Gandhi V. Idelalisib Impacts Cell Growth through Inhibiting Translation-Regulatory Mechanisms in Mantle Cell Lymphoma. Clin Cancer Res 23(1):181-192, 2017. e-Pub 2017. PMID: 27342398.
- An X, Hu J, Do KA. SIFORM: shared informative factor models for integration of multi-platform bioinformatic data. Bioinformatics 32(21):3279-3290, 2016. e-Pub 2016. PMID: 27381342.
- Jiang Y, Chen HC, Su X, Thompson PA, Liu X, Do KA, Wierda W, Keating MJ, Plunkett W. ATM function and its relationship with ATM gene mutations in chronic lymphocytic leukemia with the recurrent deletion (11q22.3-23.2). Blood Cancer J 6(6, e465):e465, 2016. e-Pub 2016. PMID: 27588518.
- Kebriaei P, Singh H, Huls MH, Figliola MJ, Bassett R, Olivares S, Jena B, Dawson MJ, Kumaresan PR, Su S, Maiti S, Dai J, Moriarity B, Forget MA, Senyukov V, Orozco A, Liu T, McCarty J, Jackson RN, Moyes JS, Rondon G, Qazilbash M, Ciurea S, Alousi A, Nieto Y, Rezvani K, Marin D, Popat U, Hosing C, Shpall EJ, Kantarjian H, Keating M, Wierda W, Do KA, Largaespada DA, Lee DA, Hackett PB, Champlin RE, Cooper LJ. Phase I trials using Sleeping Beauty to generate CD19-specific CAR T cells. J Clin Invest 126(9):3363-76, 2016. e-Pub 2016. PMID: 27482888.
- Tayob N, Do KA, Feng Z. Unbiased estimation of biomarker panel performance when combining training and testing data in a group sequential design. Biometrics 72(3):888-96, 2016. e-Pub 2016. PMID: 26845527.
- Caruso HG, Torikai H, Zhang L, Maiti S, Dai J, Do KA, Singh H, Huls H, Lee DA, Champlin RE, Heimberger AB, Cooper LJ. Redirecting T-Cell Specificity to EGFR Using mRNA to Self-limit Expression of Chimeric Antigen Receptor. J Immunother 39(5):205-17, 2016. e-Pub 2016. PMID: 27163741.
- Kim J, Davis JW, Klein EA, Magi-Galluzzi C, Lotan Y, Ward JF, Pisters LL, Basler JW, Pettaway CA, Stephenson A, Li Ning Tapia EM, Efstathiou E, Wang X, Do KA, Lee JJ, Gorlov IP, Vornik LA, Hoque AM, Prokhorova IN, Parnes HL, Lippman SM, Thompson IM, Brown PH, Logothetis CJ, Troncoso P. Tissue Effects in a Randomized Controlled Trial of Short-term Finasteride in Early Prostate Cancer. EBioMedicine 7:85-93, 2016. e-Pub 2016. PMID: 27322462.
- Tayob N, Lok AS, Do KA, Feng Z. Improved Detection of Hepatocellular Carcinoma by Using a Longitudinal Alpha-Fetoprotein Screening Algorithm. Clin Gastroenterol Hepatol 14(3):469-475, 2016. e-Pub 2016. PMID: 26260109.
- Tambaro FP, Garcia-Manero G, O'Brien SM, Faderl SH, Ferrajoli A, Burger JA, Pierce S, Wang X, Do KA, Kantarjian HM, Keating MJ, Wierda WG. Outcomes for patients with chronic lymphocytic leukemia and acute leukemia or myelodysplastic syndrome. Leukemia 30(2):325-30, 2016. e-Pub 2016. PMID: 26290497.
- Powell E, Shao J, Yuan Y, Chen HC, Cai S, Echeverria GV, Mistry N, Decker KF, Schlosberg C, Do KA, Edwards JR, Liang H, Piwnica-Worms D, Piwnica-Worms H. p53 deficiency linked to B cell translocation gene 2 (BTG2) loss enhances metastatic potential by promoting tumor growth in primary and metastatic sites in patient-derived xenograft (PDX) models of triple-negative breast cancer. Breast Cancer Res 18(1):13, 2016. e-Pub 2016. PMID: 26818199.
- Chekouo T, Stingo FC, Guindani M, Do KA. A Bayesian predictive model for imaging genetics with application to schizophrenia. Annals of Applied Statistics 10(3):1547-1571, 2016. e-Pub 2016.
- McAuliffe PF, Evans KW, Akcakanat A, Chen K, Zheng X, Zhao H, Eterovic AK, Sangai T, Holder AM, Sharma C, Chen H, Do KA, Tarco E, Gagea M, Naff KA, Sahin A, Multani AS, Black DM, Mittendorf EA, Bedrosian I, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Correction: Ability to Generate Patient-Derived Breast Cancer Xenografts Is Enhanced in Chemoresistant Disease and Predicts Poor Patient Outcomes. PLoS One 11(3):e0151121, 2016. e-Pub 2016. PMID: 26953790.
- Ha MJ, Baladandayuthapani V, Do KA. DINGO: Differential Network Analysis in Genomics. Bioinformatics 31(21):3413-3420, 2015. e-Pub 2015. PMID: 26148744.
- Wang Y, Hobbs BP, Hu J, Ng CS, Do KA. Predictive classification of correlated targets with application to detection of metastatic cancer using functional CT imaging. Biometrics 71(3):792-802, 2015. e-Pub 2015. PMID: 25851056.
- Holder AM, Akcakanat A, Adkins F, Evans K, Chen H, Wei C, Milton DR, Li Y, Do KA, Janku F, Meric-Bernstam F. Epithelial to mesenchymal transition is associated with rapamycin resistance. Oncotarget 6(23):19500-13, 2015. e-Pub 2015. PMID: 25944619.
- Salameh A, Lee AK, Cardó-Vila M, Nunes DN, Efstathiou E, Staquicini FI, Dobroff AS, Marchiò S, Navone NM, Hosoya H, Lauer RC, Wen S, Salmeron CC, Hoang A, Newsham I, Lima LA, Carraro DM, Oliviero S, Kolonin MG, Sidman RL, Do KA, Troncoso P, Logothetis CJ, Brentani RR, Calin GA, Cavenee WK, Dias-Neto E, Pasqualini R, Arap W. PRUNE2 is a human prostate cancer suppressor regulated by the intronic long noncoding RNA PCA3. Proc Natl Acad Sci U S A 112(27):8403-8, 2015. e-Pub 2015. PMID: 26080435.
- Pasqualini R, Millikan RE, Christianson DR, Cardó-Vila M, Driessen WH, Giordano RJ, Hajitou A, Hoang AG, Wen S, Barnhart KF, Baze WB, Marcott VD, Hawke DH, Do KA, Navone NM, Efstathiou E, Troncoso P, Lobb RR, Logothetis CJ, Arap W. Targeting the interleukin-11 receptor α in metastatic prostate cancer: A first-in-man study. Cancer 121(14):2411-21, 2015. e-Pub 2015. PMID: 25832466.
- Chekouo T, Stingo FC, Doecke JD, Do KA. Incorporating microRNA regulatory network and pathways: a Bayesian graphical approach to the selection of miRNAs and genes with censored outcomes. Biometrics 71(2):428-38, 2015. e-Pub 2015. PMID: 25639276.
- Dasari A, Phan A, Gupta S, Rashid A, Yeung SC, Hess K, Chen H, Tarco E, Chen H, Wei C, Anh-Do K, Halperin D, Meric-Bernstam F, Yao J. Phase I study of the anti-IGF1R antibody cixutumumab with everolimus and octreotide in advanced well-differentiated neuroendocrine tumors. Endocr Relat Cancer 22(3):431-41, 2015. e-Pub 2015. PMID: 25900182.
- Gonzalez-Angulo AM, Krop I, Akcakanat A, Chen H, Liu S, Li Y, Culotta KS, Tarco E, Piha-Paul S, Moulder-Thompson S, Velez-Bravo V, Sahin AA, Doyle LA, Do KA, Winer EP, Mills GB, Kurzrock R, Meric-Bernstam F. SU2C Phase Ib Study of Paclitaxel and MK-2206 in Advanced Solid Tumors and Metastatic Breast Cancer. J Natl Cancer Inst 107(3), 2015. e-Pub 2015. PMID: 25688104.
- Mintz PJ, Rietz AC, Cardó-Vila M, Ozawa MG, Dondossola E, Do KA, Kim J, Troncoso P, Logothetis CJ, Sidman RL, Pasqualini R, Arap W. Discovery and horizontal follow-up of an autoantibody signature in human prostate cancer. Proc Natl Acad Sci U S A 112(8):2515-20, 2015. e-Pub 2015. PMID: 25675522.
- McAuliffe PF, Evans KW, Akcakanat A, Chen K, Zheng X, Zhao H, Eterovic AK, Sangai T, Holder AM, Sharma C, Chen H, Do KA, Tarco E, Gagea M, Naff KA, Sahin A, Multani AS, Black DM, Mittendorf EA, Bedrosian I, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Ability to Generate Patient-Derived Breast Cancer Xenografts Is Enhanced in Chemoresistant Disease and Predicts Poor Patient Outcomes. PLoS One 10(9):e0136851, 2015. e-Pub 2015. PMID: 26325287.
- Ha MJ, Baladandayuthapani V, Do KA. Prognostic gene signature identification using causal structure learning: applications in kidney cancer. Cancer Inform 14(Suppl 1):23-35, 2015. e-Pub 2015. PMID: 25861215.
- Rembach A, Stingo FC, Peterson C, Vannucci M, Do KA, Wilson WJ, Macaulay SL, Ryan TM, Martins RN, Ames D, Masters CL, Doecke JD, Group AR. Bayesian graphical network analyses reveal complex biological interactions specific to Alzheimer's disease. J Alzheimers Dis 44(3):917-25, 2015. e-Pub 2015. PMID: 25613103.
- Tam CS, O'Brien S, Plunkett W, Wierda W, Ferrajoli A, Wang X, Do KA, Cortes J, Khouri I, Kantarjian H, Lerner S, Keating MJ. Life After FCR: Outcomes of patients with chronic lymphocytic leukemia who progress after frontline treatment with Fludarabine, Cyclophosphamide and Rituximab. Blood 124(20):3059-64, 2014. e-Pub 2014. PMID: 25281606.
- Hassan B, Akcakanat A, Sangai T, Evans KW, Adkins F, Eterovic AK, Zhao H, Chen K, Chen H, Do KA, Xie SM, Holder AM, Naing A, Mills GB, Meric-Bernstam F. Catalytic mTOR inhibitors can overcome intrinsic and acquired resistance to allosteric mTOR inhibitors. Oncotarget 5(18):8544-57, 2014. e-Pub 2014. PMID: 25261369.
- Pande M, Bondy ML, Do KA, Sahin AA, Ying J, Mills GB, Thompson PA, Brewster AM. Association between germline single nucleotide polymorphisms in the PI3K-AKT-mTOR pathway, obesity, and breast cancer disease-free survival. Breast Cancer Res Treat 147(2):381-7, 2014. e-Pub 2014. PMID: 25108739.
- Zhang L, Baladandayuthapani V, Mallick BK, Manyam GC, Thompson PA, Bondy ML, Do KA. Bayesian hierarchical structured variable selection methods with application to MIP studies in breast cancer. J R Stat Soc Ser C Appl Stat 63(4):595-620, 2014. e-Pub 2014. PMID: 25705056.
- Meric-Bernstam F, Akcakanat A, Chen H, Sahin A, Tarco E, Carkaci S, Adrada BE, Singh G, Do KA, Garces ZM, Mittendorf E, Babiera G, Bedrosian I, Hwang R, Krishnamurthy S, Symmans WF, Gonzalez-Angulo AM, Mills GB. Influence of Biospecimen Variables on Proteomic Biomarkers in Breast Cancer. Clin Cancer Res 20(14):3870-83, 2014. e-Pub 2014. PMID: 24895461.
- Blanco E, Sangai T, Wu S, Hsiao A, Ruiz-Esparza GU, Gonzalez-Delgado CA, Cara FE, Granados-Principal S, Evans KW, Akcakanat A, Wang Y, Do KA, Meric-Bernstam F, Ferrari M. Colocalized delivery of rapamycin and paclitaxel to tumors enhances synergistic targeting of the PI3K/Akt/mTOR pathway. Mol Ther 22(7):1310-9, 2014. e-Pub 2014. PMID: 24569835.
- Gonzalez-Angulo AM, Akcakanat A, Liu S, Green MC, Murray JL, Chen H, Palla SL, Koenig KB, Brewster AM, Valero V, Ibrahim NK, Moulder-Thompson S, Litton JK, Tarco E, Moore J, Flores P, Crawford D, Dryden MJ, Symmans WF, Sahin A, Giordano SH, Pusztai L, Do KA, Mills GB, Hortobagyi GN, Meric-Bernstam F. Open-label randomized clinical trial of standard neoadjuvant chemotherapy with paclitaxel followed by FEC versus the combination of paclitaxel and everolimus followed by FEC in women with triple receptor-negative breast cancer . Ann Oncol 25(6):1122-7, 2014. e-Pub 2014. PMID: 24669015.
- Doecke JD, Chekouo T, Stingo FC, K-A AD. miRNA target gene identification: sourcing miRNA-target gene relationships for the analyses of TCGA Illumina miSeq and RNA-Seq Hiseq platform data. International Journal of Human Genetics 14(1):17-22, 2014. e-Pub 2014.
- Chavez-Macgregor M, Liu S, De Melo-Gagliato D, Chen H, Do KA, Pusztai L, Fraser Symmans W, Nair L, Hortobagyi GN, Mills GB, Meric-Bernstam F, Gonzalez-Angulo AM. Differences in gene and protein expression and the effects of race/ethnicity on breast cancer subtypes. Cancer Epidemiol Biomarkers Prev 23(2):316-23, 2014. e-Pub 2014. PMID: 24296856.
- Liu Y, Zhou R, Baumbusch LO, Tsavachidis S, Brewster AM, Do KA, Sahin A, Hortobagyi GN, Taube JH, Mani SA, Aarøe J, Wärnberg F, Børresen-Dale AL, Mills GB, Thompson PA, Bondy ML. Genomic copy number imbalances associated with bone and non-bone metastasis of early-stage breast cancer. Breast Cancer Res Treat 143(1):189-201, 2014. e-Pub 2014. PMID: 24305980.
- Gorlov IP, Yang JY, Byun J, Logothetis C, Gorlova OY, Do KA, Amos C. How to get the most from microarray data: advice from reverse genomics. BMC Genomics 15:223, 2014. e-Pub 2014. PMID: 24656147.
- Shirazi F, Farmakiotis D, Yan Y, Albert N, Do KA, Kim-Anh D, Kontoyiannis DP. Diet modification and Metformin have a beneficial cial effect in a model of obesity and mucormycosis. PLoS One 9(9):e108635, 2014. e-Pub 2014. PMID: 25268492.
- Sohn J, Do KA, Liu S, Chen H, Mills GB, Hortobagyi GN, Meric-Bernstam F, Gonzalez-Angulo AM. Functional proteomics characterization of residual triple-negative breast cancer after standard neoadjuvant chemotherapy. Ann Oncol 24(10):2522-6, 2013. e-Pub 2013. PMID: 23925999.
- León-Novelo LG, Müller P, Arap W, Sun J, Pasqualini R, Do KA. Bayesian decision theoretic multiple comparison procedures: an application to phage display data. Biom J 55(3):478-89, 2013. e-Pub 2013. PMID: 23281047.
- Murray JL, Thompson P, Yoo SY, Do KA, Pande M, Zhou R, Liu Y, Sahin AA, Bondy ML, Brewster AM. Prognostic Value of Single Nucleotide Polymorphisms of Candidate Genes Associated with Inflammation in Early Stage Breast Cancer. Breast Cancer Res Treat 138(3):917-24, 2013. e-Pub 2013. PMID: 23529385.
- Gonzalez-Angulo AM, Liu S, Chen H, Chavez-Macgregor M, Sahin A, Hortobagyi GN, Mills GB, Do KA, Meric-Bernstam F. Functional Proteomics Characterization of Residual Breast Cancer After Neoadjuvant Systemic Chemotherapy. Ann Oncol 24(4):909-16, 2013. e-Pub 2013. PMID: 23139263.
- Pande M, Thompson PA, Do KA, Sahin AA, Amos CI, Frazier ML, Bondy ML, Brewster AM. Genetic variants in the vitamin D pathway and breast cancer disease-free survival. Carcinogenesis 34(3):587-94, 2013. e-Pub 2013. PMID: 23180655.
- León-Novelo LG, Müller P, Arap W, Kolonin M, Sun J, Pasqualini R, Do KA. Semiparametric Bayesian Inference for Phage Display Data. Biometrics 69(1):174-83, 2013. e-Pub 2013. PMID: 23339534.
- Wang W, Baladandayuthapani V, Morris JS, Broom BM, Manyam G, Do KA. iBAG: integrative Bayesian analysis of high-dimensional multi-platform genomics data. Bioinformatics 29(2):149-59, 2013. e-Pub 2013. PMID: 23142963.
- Gonzalez-Angulo AM, Chen H, Karuturi MS, Chavez-MacGregor M, Tsavachidis S, Meric-Bernstam F, Do KA, Hortobagyi GN, Thompson PA, Mills GB, Bondy ML, Blumenschein GR. Frequency of mesenchymal-epithelial transition factor gene (MET) and the catalytic subunit of phosphoinositide-3-kinase (PIK3CA) copy number elevation and correlation with outcome in patients with early stage breast cancer. Cancer 119(1):7-15, 2013. e-Pub 2013. PMID: 22736407.
- Holder AM, Gonzalez-Angulo AM, Chen H, Akcakanat A, Do KA, Fraser Symmans W, Pusztai L, Hortobagyi GN, Mills GB, Meric-Bernstam F. High stearoyl-CoA desaturase 1 expression is associated with shorter survival in breast cancer patients. Breast Cancer Res Treat 137(1):319-27, 2013. e-Pub 2013. PMID: 23208590.
- Wang W, Baladandayuthapani V, Holmes CC, Do KA. Integrative network-based Bayesian analysis of diverse genomics data. BMC Bioinformatics 14 Suppl 13:S8, 2013. e-Pub 2013. PMID: 24267288.
- Bayraktar S, Thompson PA, Yoo SY, Do KA, Sahin AA, Arun BK, Bondy ML, Brewster AM. The Relationship Between Eight GWAS-Identified Single Nucleotide Polymorphisms and Primary Breast Cancer Outcomes. Oncologist 18(5):493-500, 2013. e-Pub 2013. PMID: 23635555.
- Sangai T, Akcakanat A, Chen H, Tarco E, Wu Y, Do KA, Miller TW, Arteaga CL, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Biomarkers of response to Akt inhibitor MK-2206 in breast cancer. Clin Cancer Res 18(20):5816-28, 2012. e-Pub 2012. PMID: 22932669.
- Meric-Bernstam F, Akcakanat A, Chen H, Do KA, Sangai T, Adkins F, Gonzalez-Angulo AM, Rashid A, Crosby K, Dong M, Phan AT, Wolff RA, Gupta S, Mills GB, Yao J. PIK3CA/PTEN mutations and Akt activation as markers of sensitivity to allosteric mTOR inhibitors. Clin Cancer Res 18(6):1777-89, 2012. e-Pub 2012. PMID: 22422409.
- Raghav KP, Hernandez-Aya LF, Lei X, Chavez-Macgregor M, Meric-Bernstam F, Buchholz TA, Sahin A, Do KA, Hortobagyi GN, Gonzalez-Angulo AM. Impact of low estrogen/progesterone receptor expression on survival outcomes in breast cancers previously classified as triple negative breast cancers. Cancer 118(6):1498-506, 2012. e-Pub 2012. PMID: 21837669.
- Gonzalez-Angulo AM, Iwamoto T, Liu S, Chen H, Do KA, Hortobagyi GN, Mills GB, Meric-Bernstam F, Symmans WF, Pusztai L. Gene expression, molecular class changes and pathway analysis after neoadjuvant systemic therapy for breast cancer. Clin Cancer Res 18(4):1109-19, 2012. e-Pub 2012. PMID: 22235097.
- Meric-Bernstam F, Chen H, Akcakanat A, Do KA, Lluch A, Hennessy BT, Hortobagyi GN, Mills GB, Gonzalez-Angulo A. Aberrations in translational regulation are associated with poor prognosis in hormone receptor-positive breast cancer. Breast Cancer Res 14(5):R138, 2012. e-Pub 2012. PMID: 23102376.
- Broom BM, Do KA, Subramanian D. Model averaging strategies for structure learning in Bayesian networks with limited data. BMC Bioinformatics 13 Suppl 13:S10, 2012. e-Pub 2012. PMID: 23320818.
- Wierda WG, O'Brien S, Wang X, Faderl S, Ferrajoli A, Do KA, Garcia-Manero G, Cortes J, Thomas D, Koller CA, Burger JA, Lerner S, Schlette E, Abruzzo L, Kantarjian HM, Keating MJ. Multivariable model for time to first treatment in patients with chronic lymphocytic leukemia. J Clin Oncol 29(31):4088-95, 2011. e-Pub 2011. PMID: 21969505.
- Staquicini FI, Cardo-Vila M, Kolonin MG, Trepel M, Edwards JK, Nunes DN, Sergeeva A, Efstathiou E, Sun J, Almeida NF, Tu SM, Botz GH, Wallace MJ, O'Connell DJ, Krajewski S, Gershenwald JE, Molldrem JJ, Flamm AL, Koivunen E, Pentz RD, Dias-Neto E, Setubal JC, Cahill DJ, Troncoso P, Do KA, Logothetis CJ, Sidman RL, Pasqualini R, Arap W. Vascular ligand-receptor mapping by direct combinatorial selection in cancer patients. Proc Natl Acad Sci U S A 108(46):18637-42, 2011. e-Pub 2011. PMID: 22049339.
- Barnhart KF, Christianson DR, Hanley PW, Driessen WH, Bernacky BJ, Baze WB, Wen S, Tian M, Ma J, Kolonin MG, Saha PK, Do KA, Hulvat JF, Gelovani JG, Chan L, Arap W, Pasqualini R. A peptidomimetic targeting white fat causes weight loss and improved insulin resistance in obese monkeys. Sci Transl Med 3(108):108ra112, 2011. e-Pub 2011. PMID: 22072637.
- Brewster AM, Thompson P, Sahin AA, Do K, Edgerton M, Murray JL, Tsavachidis S, Zhou R, Liu Y, Zhang L, Mills G, Bondy M. Copy number imbalances between screen and symptom-detected breast cancers and impact on disease-free survival. Cancer Prev Res (Phila) 4(10):1609-16, 2011. e-Pub 2011. PMID: 21795423.
- Heymach JV, Shackleford TJ, Tran HT, Yoo SY, Do KA, Wergin M, Saintigny P, Vollmer RT, Polascik TJ, Snyder DC, Ruffin MT, Yan S, Dewhirst M, Kunnumakkara AB, Aggarwal BB, Demark-Wahnefried W. Effect of low-fat diet on plasma levels of NF-{kappa}B-regulated inflammatory cytokines and angiogenic factors in men with prostate cancer. Cancer Prev Res (Phila) 4(10):1590-8, 2011. e-Pub 2011. PMID: 21764858.
- Hernandez-Aya LF, Chavez-Macgregor M, Lei X, Meric-Bernstam F, Buchholz TA, Hsu L, Sahin AA, Do KA, Valero V, Hortobagyi GN, Gonzalez-Angulo AM. Nodal status and clinical outcomes in a large cohort of patients with triple-negative breast cancer. J Clin Oncol 29(19):2628-34, 2011. e-Pub 2011. PMID: 21606433.
- Yang Y, Hobbs BP, Do KA. An Efficient Nonparametric Estimate for Spatially Correlated Functional Data (Accepted). Statistics in Biosciences 11(1):162-183, 2011. e-Pub 2011.
- Gonzalez-Angulo AM, Timms KM, Liu S, Chen H, Litton JK, Potter J, Lanchbury JS, Stemke-Hale K, Hennessy BT, Arun BK, Hortobagyi GN, Do KA, Mills GB, Meric-Bernstam F. Incidence and outcome of BRCA mutations in unselected patients with triple receptor-negative breast cancer. Clin Cancer Res 17(5):1082-9, 2011. e-Pub 2011. PMID: 21233401.
- Bonato V, Baladandayuthapani V, Broom BM, Sulman EP, Aldape KD, Do KA. Bayesian ensemble methods for survival prediction in gene expression data. Bioinformatics 27(3):359-67, 2011. e-Pub 2011. PMID: 21148161.
- Thompson PA, Brewster AM, K-A D, Baladandayuthapani V, Broom BM, Edgerton ME, Hahn KM, Murray JL, Sahin A, Tsavachidis S, Wang Y, Zhang L, Hortobagyi GN, Mills GB, Bondy ML. Selective genomic copy number imbalances and probability of recurrence in early-stage breast cancer. PLoS One 6(8):e23543, 2011. e-Pub 2011. PMID: 21858162.
- Luyimbazi D, Akcakanat A, McAuliffe PF, Zhang L, Singh G, Gonzalez-Angulo AM, Chen H, Do KA, Zheng Y, Hung MC, Mills GB, Meric-Bernstam F. Rapamycin regulates stearoyl CoA desaturase 1 expression in breast cancer. Mol Cancer Ther 9(10):2770-84, 2010. e-Pub 2010. PMID: 20876744.
- Yi M, Hunt KK, Arun BK, Bedrosian I, Barrera AG, Do KA, Kuerer HM, Babiera GV, Mittendorf EA, Ready K, Litton J, Meric-Bernstam F. Factors affecting the decision of breast cancer patients to undergo contralateral prophylactic mastectomy. Cancer Prev Res (Phila) 3(8):1026-34, 2010. e-Pub 2010. PMID: 20647335.
- Efstathiou E, Abrahams NA, Tibbs RF, Wang X, Pettaway CA, Pisters LL, Mathew PF, Do KA, Logothetis CJ, Troncoso P. Morphologic characterization of preoperatively treated prostate cancer: toward a post-therapy histologic classification. Eur Urol 57(6):1030-8, 2010. e-Pub 2010. PMID: 19853370.
- Zhang S, Mueller P, Do KA. A Bayesian Semiparametric Survival Model with Longitudinal Markers. Biometrics 66(2):435-43, 2010. e-Pub 2010. PMID: 19508243.
- Broom BM, Sulman EP, Do KA, Edgerton ME, Aldape KD. Bagged Gene Shaving for the Robust CLustering of High Throughput Data. Int J Bioinform Res Appl 6(4):326-43, 2010. e-Pub 2010. PMID: 20940121.
- Lin YX, Baladandayuthapani V, Bonato V, Do KA. Estimating shared copy number aberrations for array CGH data: the linear-median method. Cancer Inform 9:229-49, 2010. e-Pub 2010. PMID: 21082039.
- Ravoori M, Czaplinska AJ, Sikes C, Han L, Johnson EM, Qiao W, Ng C, Cody DD, Murphy WA, Do KA, Navone NM, Kundra V. Quantification of mineralized bone response to prostate cancer by noninvasive in vivo microCT and non-destructive ex vivo microCT and DXA in a mouse model. PLoS One 5(3):e9854, 2010. e-Pub 2010. PMID: 20360964.
- Montero AJ, Diaz-Montero CM, Millikan RE, Liu J, Do KA, Hodges S, Jonasch E, McIntyre BW, Hwu P, Tannir N. Cytokines and angiogenic factors in patients with metastatic renal cell carcinoma treated with interferon-alpha: association of pretreatment serum levels with survival. Ann Oncol 20(10):1682-7, 2009. e-Pub 2009. PMID: 19541791.
- Mandelin J, Lin EC, Hu DD, Knowles SK, Do KA, Wang X, Sage EH, Smith JW, Arap W, Pasqualini R. Extracellular and intracellular mechanisms that mediate the metastatic activity of exogenous osteopontin. Cancer 115(8):1753-64, 2009. e-Pub 2009. PMID: 19224553.
- Wierda WG, O'Brien S, Wang X, Faderl S, Ferrajoli A, Do KA, Garcia-Manero G, Cortes J, Thomas D, Koller C, Burger J, Lerner S, Kantarjian H, Keating M. Characteristics associated with important clinical end points in patients with chronic lymphocytic leukemia at initial treatment. J Clin Oncol 27(10):1637-43. e-Pub 2009. PMID: 19224852.
- Tsavachidou D, McDonnell TJ, Wen S, Wang X, Vakar-Lopez F, Pisters LL, Pettaway CA, Wood CG, Do KA, Thall PF, Stephens C, Efstathiou E, Taylor R, Menter DG, Troncoso P, Lippman SM, Logothetis CJ, Kim J. Selenium and vitamin E: cell type- and intervention-specific tissue effects in prostate cancer. J Natl Cancer Inst 101(5):306-20. e-Pub 2009. PMID: 19244175.
- Liu Y, Scheurer ME, El-Zein R, Cao Y, Do KA, Gilbert M, Aldape KD, Wei Q, Etzel C, Bondy ML. Association and interactions between DNA repair gene polymorphisms and adult glioma. Cancer Epidemiol Biomarkers Prev 18(1):204-14, 2009. e-Pub 2009. PMID: 19124499.
- Kim J, Jonasch E, Alexander A, Short JD, Cai S, Wen S, Tsavachidou D, Tamboli P, Czerniak BA, Do KA, Wu KJ, Marlow LA, Wood CG, Copland JA, Walker CL. Cytoplasmic sequestration of p27 via AKT phosphorylation in renal cell carcinoma. Clin Cancer Res 15(1):81-90, 2009. e-Pub 2009. PMID: 19118035.
- Gregorio SP, Sallet PC, Do KA, Lin E, Gattaz WF, Dias-Neto E. Polymorphisms in genes involved in neurodevelopment may be associated with altered brain morphology in schizophrenia: preliminary evidence. Psychiatry Res 165(1-2):1-9, 2009. e-Pub 2009. PMID: 19054571.
- Millikan RE, Wen S, Pagliaro LC, Brown MA, Moomey B, Do KA, Logothetis CJ. Phase III Trial of Androgen Ablation With or Without Three Cycles of Systemic Chemotherapy for Advanced Prostate Cancer. J Clin Oncol 26(36):5936-42, 2008. e-Pub 2008. PMID: 19029421.
- Tam CS, O'Brien S, Wierda W, Kantarjian H, Wen S, Do KA, Thomas DA, Cortes J, Lerner S, Keating MJ. Long-term results of the fludarabine, cyclophosphamide, and rituximab regimen as initial therapy of chronic lymphocytic leukemia. Blood 112(4):975-80, 2008. e-Pub 2008. PMID: 18411418.
- Lin SH, Lee YC, Choueiri MB, Wen S, Mathew P, Ye X, Do KA, Navone NM, Kim J, Tu SM, Yu-Lee LY, Logothetis CJ. Soluble ErbB3 levels in bone marrow and plasma of men with prostate cancer. Clin Cancer Res 14(12):3729-36, 2008. e-Pub 2008. PMID: 18559590.
- Kuwai T, Nakamura T, Sasaki T, Kitadai Y, Kim JS, Langley RR, Fan D, Wang X, Do KA, Kim SJ, Fidler IJ. Targeting the EGFR, VEGFR, and PDGFR on colon cancer cells and stromal cells is required for therapy. Clin Exp Metastasis 25(4):477-89, 2008. e-Pub 2008. PMID: 18324358.
- McDonnell TJ, Chari NS, Cho-Vega JH, Troncoso P, Wang X, Bueso-Ramos CE, Coombes K, Brisbay S, Lopez R, Prendergast G, Logothetis C, Do KA. Biomarker expression patterns that correlate with high grade features in treatment naive, organ-confined prostate cancer. BMC Med Genomics 1:1, 2008. e-Pub 2008. PMID: 18237448.
- Cho-Vega JH, Tsavachidis S, Do KA, Nakagawa J, Medeiros LJ, McDonnell TJ. Dicarbonyl/L-xylulose reductase: a potential biomarker identified by laser-capture microdissection-micro serial analysis of gene expression of human prostate adenocarcinoma. Cancer Epidemiol Biomarkers Prev 16(12):2615-22, 2007. e-Pub 2007. PMID: 18086765.
- Mao S, Daliani DD, Wang X, Thall PF, Do KA, Perez CA, Brown MA, Bouchillon K, Carter CM, Logothetis CJ, Kim J. Employing the treatment-free interval of intermittent androgen ablation to screen candidate prostate cancer therapies. Prostate 67(15):1677-85, 2007. e-Pub 2007. PMID: 17879948.
- Spiess PE, Pettaway CA, Vakar-Lopez F, Kassouf W, Wang X, Busby JE, Do KA, Davuluri R, Tannir NM. Treatment outcomes of small cell carcinoma of the prostate: a single-center study. Cancer 110(8):1729-37, 2007. e-Pub 2007. PMID: 17786954.
- Tsimberidou AM, Wen S, O'Brien S, McLaughlin P, Wierda WG, Ferrajoli A, Faderl S, Manning J, Lerner S, Mai CV, Rodriguez AM, Hess M, Do KA, Freireich EJ, Kantarjian HM, Medeiros LJ, Keating MJ. Assessment of chronic lymphocytic leukemia and small lymphocytic lymphoma by absolute lymphocyte counts in 2,126 patients: 20 years of experience at the University of Texas M.D. Anderson Cancer Center. J Clin Oncol 25(29):4648-56, 2007. e-Pub 2007. PMID: 17925562.
- Brewster AM, Do KA, Thompson PA, Hahn KM, Sahin AA, Cao Y, Stewart MM, Murray JL, Hortobagyi GN, Bondy ML. Relationship between epidemiologic risk factors and breast cancer recurrence. J Clin Oncol 25(28):4438-44. e-Pub 2007. PMID: 17785707.
- Wierda WG, O'Brien S, Wang X, Faderl S, Ferrajoli A, Do KA, Cortes J, Thomas D, Garcia-Manero G, Koller C, Beran M, Giles F, Ravandi F, Lerner S, Kantarjian H, Keating M. Prognostic nomogram and index for overall survival in previously untreated patients with chronic lymphocytic leukemia. Blood 109(11):4679-85, 2007. e-Pub 2007. PMID: 17299097.
- Ji Y, Yin G, K-W T, Kolonin MG, Sun J, Arap W, Pasqualini R, K-A D. Bayesian mixture models for complex high dimensional count data in phage display experiments. Journal of the Royal Statistical Society: Series C (Applied Statistics) 56(2):139-52, 2007. e-Pub 2007.
- Albitar M, Johnson M, Do KA, Day A, Jilani I, Pierce S, Estey E, Kantarjian H, Keating M, Verstovsek S, O'Brien S, Giles FJ. Levels of soluble HLA-I and beta2M in patients with acute myeloid leukemia and advanced myelodysplastic syndrome: association with clinical behavior and outcome of induction therapy. Leukemia 21(3):480-8, 2007. e-Pub 2007. PMID: 17215857.
- Albitar M, Vose JM, Johnson MM, Do KA, Day A, Jilani I, Kantarjian H, Keating M, O'Brien SM, Verstovsek S, Armitage JO, Giles FJ. Clinical relevance of soluble HLA-I and beta2-microglobulin levels in non-Hodgkin's lymphoma and Hodgkin's disease. Leuk Res 31(2):139-45, 2007. e-Pub 2007. PMID: 16545870.
- Efstathiou E, Troncoso P, Wen S, Do KA, Pettaway CA, Pisters LL, McDonnell TJ, Logothetis CJ. Initial modulation of the tumor microenvironment accounts for thalidomide activity in prostate cancer. Clin Cancer Res 13(4):1224-31, 2007. e-Pub 2007. PMID: 17317833.
- Kundra V, Ng CS, Ma J, Bankson JA, Price RE, Cody DD, Do KA, Han L, Navone NM. In vivo imaging of prostate cancer involving bone in a mouse model. Prostate 67(1):50-60, 2007. e-Pub 2007. PMID: 17031813.
- K-A D, McLachlan GJ, Bean R, Wen S. Gene shaving versus mixture models for the clustering of microarray gene expression data. Cancer Informatics 2:25-43, 2007. e-Pub 2007.
- Busby JE, Kim SJ, Yazici S, Nakamura T, Kim JS, He J, Maya M, Wang X, Do KA, Fan D, Fidler IJ. Therapy of multidrug resistant human prostate tumors in the prostate of nude mice by simultaneous targeting of the epidermal growth factor receptor and vascular endothelial growth factor receptor on tumor-associated endothelial cells. Prostate 66(16):1788-98, 2006. e-Pub 2006. PMID: 17013882.
- Wu X, Gu J, Dong Q, Huang M, Do KA, Hong WK, Spitz MR. Joint effect of mutagen sensitivity and insulin-like growth factors in predicting the risk of developing secondary primary tumors and tumor recurrence in patients with head and neck cancer. Clin Cancer Res 12(23):7194-201, 2006. e-Pub 2006. PMID: 17145846.
- Tannir N, Jonasch E, Pagliaro LC, Mathew P, Siefker-Radtke A, Rhines L, Lin P, Tibbs R, Do KA, Lin SH, Tu SM. Pilot trial of bone-targeted therapy with zoledronate, thalidomide, and interferon-gamma for metastatic renal cell carcinoma. Cancer 107(3):497-505, 2006. e-Pub 2006. PMID: 16795067.
- Esmaeli B, Amin S, Valero V, Adinin R, Arbuckle R, Banay R, Do KA, Rivera E. Prospective study of incidence and severity of epiphora and canalicular stenosis in patients with metastatic breast cancer receiving docetaxel. J Clin Oncol 24(22):3619-22, 2006. e-Pub 2006. PMID: 16877729.
- Soliman AS, Wang X, Stanley JD, El-Ghawalby N, Bondy ML, Ezzat F, Soultan A, Abdel-Wahab M, Fathy O, Ebidi G, Abdel-Karim N, Do KA, Levin B, Hamilton SR, Abbruzzese JL. Geographical clustering of pancreatic cancers in the Northeast Nile Delta region of Egypt. Arch Environ Contam Toxicol 51(1):142-8, 2006. e-Pub 2006. PMID: 16453066.
- Tsimberidou AM, Catovsky D, Schlette E, O'Brien S, Wierda WG, Kantarjian H, Garcia-Manero G, Wen S, Do KA, Lerner S, Keating MJ. Outcomes in patients with splenic marginal zone lymphoma and marginal zone lymphoma treated with rituximab with or without chemotherapy or chemotherapy alone. Cancer 107(1):125-35, 2006. e-Pub 2006. PMID: 16700034.
- Spiess PE, Lee AK, Leibovici D, Wang X, Do KA, Pisters LL. Presalvage prostate-specific antigen (PSA) and PSA doubling time as predictors of biochemical failure of salvage cryotherapy in patients with locally recurrent prostate cancer after radiotherapy. Cancer 107(2):275-80, 2006. e-Pub 2006. PMID: 16770783.
- Kim SJ, Uehara H, Yazici S, Busby JE, Nakamura T, He J, Maya M, Logothetis C, Mathew P, Wang X, Do KA, Fan D, Fidler IJ. Targeting platelet-derived growth factor receptor on endothelial cells of multidrug-resistant prostate cancer. J Natl Cancer Inst 98(11):783-93, 2006. e-Pub 2006. PMID: 16757703.
- Tsimberidou AM, O'Brien S, Khouri I, Giles FJ, Kantarjian HM, Champlin R, Wen S, Do KA, Smith SC, Lerner S, Freireich EJ, Keating MJ. Clinical outcomes and prognostic factors in patients with Richter's syndrome treated with chemotherapy or chemoimmunotherapy with or without stem-cell transplantation. J Clin Oncol 24(15):2343-51, 2006. e-Pub 2006. PMID: 16710033.
- Kolonin MG, Sun J, Do KA, Vidal CI, Ji Y, Baggerly KA, Pasqualini R, Arap W. Synchronous selection of homing peptides for multiple tissues by in vivo phage display. FASEB J 20(7):979-81, 2006. e-Pub 2006. PMID: 16581960.
- Rosser CJ, Kamat AM, Wang X, Do KA, Naya Y, Hoover DC, Troncoso P, Sanches-Ortiz RF, Pisters LL. Biochemical disease-free survival in men younger than 60 years with prostate cancer treated with radical prostatectomy. Urology 67(4):769-73, 2006. e-Pub 2006. PMID: 16584762.
- Spiess PE, Kassouf W, Brown G, Highshaw R, Wang X, Do KA, Kamat AM, Czerniak B, Dinney CP, Grossman HB. Immediate versus staged urethrectomy in patients at high risk of urethral recurrence: is there a benefit to either approach?. Urology 67(3):466-71, 2006. e-Pub 2006. PMID: 16527559.
- Wierda W, O'Brien S, Faderl S, Ferrajoli A, Wang X, Do KA, Garcia-Manero G, Thomas D, Cortes J, Ravandi-Kashani F, Giles F, Lerner S, Kantarjian H, Keating M. A retrospective comparison of three sequential groups of patients with Recurrent/Refractory chronic lymphocytic leukemia treated with fludarabine-based regimens. Cancer 106(2):337-45, 2006. e-Pub 2006. PMID: 16353201.
- Kolonin MG, Bover L, Sun J, Zurita AJ, Do KA, Lahdenranta J, Cardo-Vila M, Giordano RJ, Jaalouk DE, Ozawa MG, Moya CA, Souza GR, Staquicini FI, Kunyiasu A, Scudiero DA, Holbeck SL, Sausville EA, Arap W, Pasqualini R. Ligand-directed surface profiling of human cancer cells with combinatorial peptide libraries. Cancer Res 66(1):34-40, 2006. e-Pub 2006. PMID: 16397212.
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- Faderl S, Do KA, Johnson MM, Keating M, O'Brien S, Jilani I, Ferrajoli A, Ravandi-Kashani F, Aguilar C, Dey A, Thomas DA, Giles FJ, Kantarjian HM, Albitar M. Angiogenic factors may have a different prognostic role in adult acute lymphoblastic leukemia. Blood 106(13):4303-7, 2005. e-Pub 2005. PMID: 16123221.
- Strom SS, Wang X, Pettaway CA, Logothetis CJ, Yamamura Y, Do KA, Babaian RJ, Troncoso P. Obesity, weight gain, and risk of biochemical failure among prostate cancer patients following prostatectomy. Clin Cancer Res 11(19 Pt 1):6889-94, 2005. e-Pub 2005. PMID: 16203779.
- Rosser CJ, Kamat AM, Wang X, Do KA, Sanchez-Ortiz RF, Kuban DA, Lee AK, Cheung R, Chichakli R, Pisters LL. Is patient age a factor in the occurrence of prostate-specific antigen bounce phenomenon after external beam radiotherapy for prostate cancer?. Urology 66(2):327-31, 2005. e-Pub 2005. PMID: 16040084.
- Wierda W, O'Brien S, Wen S, Faderl S, Garcia-Manero G, Thomas D, Do KA, Cortes J, Koller C, Beran M, Ferrajoli A, Giles F, Lerner S, Albitar M, Kantarjian H, Keating M. Chemoimmunotherapy with fludarabine, cyclophosphamide, and rituximab for relapsed and refractory chronic lymphocytic leukemia. J Clin Oncol 23(18):4070-8, 2005. e-Pub 2005. PMID: 15767647.
- Cho-Vega JH, Troncoso P, Do KA, Rago C, Wang X, Tsavachidis S, Medeiros LJ, Spurgers K, Logothetis C, McDonnell TJ. Combined laser capture microdissection and serial analysis of gene expression from human tissue samples. Mod Pathol 18(4):577-84, 2005. e-Pub 2005. PMID: 15529182.
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- Leibovici D, Kamat AM, Do KA, Pettaway CA, Ng CS, Evans RB, Rodriguez-Bigas M, Skibber J, Wang X, Pisters LL. Transrectal ultrasound versus magnetic resonance imaging for detection of rectal wall invasion by prostate cancer. Prostate 62(1):101-4, 2005. e-Pub 2005. PMID: 15389800.
- Do KA, Johnson MM, Lee JJ, Wu XF, Dong Q, Hong WK, Khuri FR, Spitz MR. Longitudinal study of smoking patterns in relation to the development of smoking-related secondary primary tumors in patients with upper aerodigestive tract malignancies. Cancer 101(12):2837-42, 2004. e-Pub 2004. PMID: 15536619.
- Assikis VJ, Do KA, Wen S, Wang X, Cho-Vega JH, Brisbay S, Lopez R, Logothetis CJ, Troncoso P, Papandreou CN, McDonnell TJ. Clinical and biomarker correlates of androgen-independent, locally aggressive prostate cancer with limited metastatic potential. Clin Cancer Res 10(20):6770-8, 2004. e-Pub 2004. PMID: 15501953.
- Albitar M, Do KA, Johnson MM, Giles FJ, Jilani I, O'Brien S, Cortes J, Thomas D, Rassenti LZ, Kipps TJ, Kantarjian HM, Keating M. Free circulating soluble CD52 as a tumor marker in chronic lymphocytic leukemia and its implication in therapy with anti-CD52 antibodies. Cancer 101(5):999-1008, 2004. e-Pub 2004. PMID: 15329909.
- Wu X, Zhao H, Do KA, Johnson MM, Dong Q, Hong WK, Spitz MR. Serum levels of insulin growth factor (IGF-I) and IGF-binding protein predict risk of second primary tumors in patients with head and neck cancer. Clin Cancer Res 10(12 Pt 1):3988-95, 2004. e-Pub 2004. PMID: 15217929.
- Giles FJ, Vose JM, Do KA, Johnson MM, Manshouri T, Bociek G, Bierman PJ, O'Brien SM, Kantarjian HM, Armitage JO, Albitar M. Clinical relevance of circulating angiogenic factors in patients with non-Hodgkin's lymphoma or Hodgkin's lymphoma. Leuk Res 28(6):595-604, 2004. e-Pub 2004. PMID: 15120936.
- Pisters LL, Pettaway CA, Troncoso P, McDonnell TJ, Stephens LC, Wood CG, Do KA, Brisbay SM, Wang X, Hossan EA, Evans RB, Soto C, Jacobson MG, Parker K, Merritt JA, Steiner MS, Logothetis CJ. Evidence that transfer of functional p53 protein results in increased apoptosis in prostate cancer. Clin Cancer Res 10(8):2587-93, 2004. e-Pub 2004. PMID: 15102659.
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- K-A D. A simulation study of balanced and antithetic bootstrap resampling methods. Journal of Statistical Computation and Simulation 40:153-66, 1991. e-Pub 1991.
- K-A Do, Hall P. Quasi-random resampling for the bootstrap. Statistics and Computing 1:13-22, 1991. e-Pub 1991.
- K-A D, Hall P. On importance sampling for the bootstrap. Biometrika 78:161-167, 1991. e-Pub 1991.
- Powell BL, Craig JB, Kute TE, Lyerly ES, Gregory W, K-A D, Contento MM, Capizzi RL. Correlation of the proliferative index of residual leukemia with outcome in patients treated with sequential high dose ara-C and asparaginase. Leukemia 4:316-20, 1990. e-Pub 1990. PMID: 2388477.
- Weber SF, Peacock JE, K-A D, Cruz JM, Powell BL, Capizzi R. Interaction of granulocytopenia and construction activity as risk factors in nosocomial invasive filamentous fungal disease in patients with hematologic disorders: potential role of high-efficiency particulate air filtrating during construction activity. Infection Control and Hospital Epidemiology 11:235-42, 1990. e-Pub 1990.
- K-A D, Solomon HS. A simulation study of Sylvester's problem in three dimensions. Journal of Applied Probability 23:509-13, 1986. e-Pub 1986.
- K-A D, McLachlan GJ. Estimation of mixing proportions: a case study. Applied Statistics 33:134-40, 1984. e-Pub 1984.
- Zhang X, Irajizad E, Hoffman K, Fahrmann J, Long JP, K-A D, Hanash S, Scheet P, MacDougall C. Addition and depletion of a dry bean prebiotic food source influences the gut microbiome and blood metabolome of obese patients with a history of colorectal neoplasia: the BE GONE trial. Gut.
- Irajizad E, Tang T, Kenney A, Jody V, Dennison JB, Murage E, Long JP, Loftus M, Chabot J, Ana B, K-A D, Yu B, Wolpin B, Hanash S. Contribution of the microbiome to a metabolomic signature predictive of risk for pancreatic cancer. Cell Medicine.
Review Articles
- Irajizad E, Fahrmann JF, Toumazis I, Vykoukal J, Dennison JB, Shen Y, Do KA, Ostrin EJ, Feng Z, Hanash S. Biomarker trajectory for earlier detection of lung cancer. EBioMedicine 108, 2024. e-Pub 2024. PMID: 39353277.
- San Valentin EMD, Do KA, Yeung SJ, Reyes-Gibby CC. Attempts to Understand Oral Mucositis in Head and Neck Cancer Patients.in IJSM: Molecular Pathology, Diagnostics, and Therapeutics, 2023. Int J Mol Sci 24(23), 2023. e-Pub 2023. PMID: 38069314.
- Hickey K, K-A D, Green A. Smoking and prostate cancer: a review. Epidemiol Rev 23(1):115-25, 2001. e-Pub 2001. PMID: 11588835.
Professional Educational Materials
- K-A Do. Softwares Developed: FDA-Proteins, 2004.
- K-A Do. Softwares Developed: BayesMix, 2003.
- K-A Do. Softwares Developed: PhageDiff, 2002.
- K-A Do. Softwares Developed: GeneClust, 2000.
- K-A Do, K-A Do. Softwares developed by K-A Do’s team can be found at the following link: https://kimanhdomda.github.io/COSMIC/softwares/.
Other Articles
- Khoshfekr Rudsari H, Khorami-Sarvestani S, Fahrmann JF, Long JP, Hanash S, Do KA, Irajizad E SMAGS-LASSO: A Novel Feature Selection Method for Sensitivity Maximization in Early Cancer Detection. Cancer Epidemiol Biomarkers Prev, 2025. PMID: 40996315.
- Khoshfekr Rudsari H, Khorami-Sarvestani S, Fahrmann JF, Long JP, Hanash S, Do KA, Irajizad E SMAGS-LASSO: A Novel Feature Selection Method for Sensitivity Maximization in Early Cancer Detection. Cancer Epidemiol Biomarkers Prev, 2025. PMID: 40996315.
- Do D, Asiaee A, Azinfar L, Li J, Liang H, Irajizad E, Do KA, Long JP AUPRC: a metric for evaluating the performance of in-silico perturbation methods in identifying differentially expressed genes, 2025. PMID: 40889115.
- Saha S, Zhang L, Do K, B Peterson AC Bayesian compositional regression with flexible microbiome feature aggregation and selection, 2025.
- Anfossi S, Darbaniyan F, Quinlan J, Calin S, Shimizu M, Chen M, Rausseo P, Winters M, Bogatenkova E, Do K, Martinez I, Li Z, Antal L, Olariu TR, Wistuba I, Calin GA MicroRNAs are enriched at COVID-19 genomic risk regions, and their blood levels correlate with the COVID-19 prognosis of cancer patients infected by SARS-CoV-2, 2024.
- Ghasemi SM, Gu C, Fahrmann JF, Hanash S, Do K, Long JP, Irajizad E A Novel Sensitivity Maximization at a Given Specificity Method for Binary Classifications. To appear, Cancer Prevention Research, 2024, 2024.
- Long JP, Yang Y, Shimizu S, Pham T, K-A D Causal models and prediction in cell line perturbation experiments.
- Gu C, Cai Y, Ghasemi SM, Farhmann JF, Long JP, Katayama H, Wu C, Vykouval J, Dennison JB, Hanash S, K-A D, Irajizad E Graph neural network using Protein-protein-interaction for Enhancing Protein Identification.
- K-A Do, Broom BM, Wang X Importance bootstrap resampling for proportional hazards regression. Computing Science and Statistics 32:405-409, 2000.
- K-A Do, Wang X Bayesian mixed effects models using BUGS to quantify genetic variance components for normal quantitative traits and age at onset in nuclear families. Genetic Analysis Workshop 12 2:117-121, 2000.
- K-A Do A numerical study of the matched-block bootstrap for dependent data. Proceedings of the 27th Symposium on the Interface of Computing Science and Statistics, Pittsburgh, Pennsylvania:425-429, 1994.
- Do K-A Kokic P Bootstrap confidence interval estimation for model-based surveys. Proceedings of the 24th Symposium on the Interface of Computing Science and Statistics, College Station,Texas:511-515, 1992.
- Tridgell A, Miller B, K-A Do Alternative pre-processing techniques for discrete Hidden Markov model phoneme recognition. Proceedings of the 1992 International Conference on Speech Recognition, Alberta, Canada, 1992.
- K-A Do Quasi-random resampling for the bootstrap. Proceedings of the 24th Symposium on the Interface of Computing Science and Statistics, Seattle, Washington:297-300, 1991.
- K-A Do A sequential combination of truncated and censored sampling with recapture debugging. Statistics Research Section Technical Report DSTR-023-90, ANU, 1990.
- K-A Do On recapture debugging for estimation of population size and confidence bounds. Statistics Research Section Technical Report CSGTR-012-90, ANU, 1990.
- Khoshfekr Rudsari H, Tseng B, Zhu H, Song L, Gu C, Roy A, Irajizad E, Butner J, JamesLong, Do AK Digital Twins in Healthcare: A Comprehensive Review and Future Directions. To appear in Frontiers (2025).
- Saha S, Zhang L, K-A D, Peterson C Bayesian compositional regression with flexible microbiome feature aggregation and selection. Submitted to Biometrics, 2024.
- Irajizad E, Fahrmann JF, Vykoukal J, Dennison JB, Spencer R, Garrett C, Barón A, Toumazis I, Atkar-Khattra S, Lam S, Long JP, K-A D, Hanash S, Ostrin EJ A Blood-Based Biomarker for Reclassifying Malignancy Risk in Indeterminate Pulmonary Nodules Detected in Lung Cancer Screening. Submitted to Chest.
- Ghasemi SM, Gu C, Farhmann JF, Hanash S, K-A D, Long JP, Irajizad E A novel sensitivity maximization at a given specificity method for binary classifications. To appear, Cancer Prevention Research, 2024.
Book Chapters
- Huang X, K-A Do. Commentary on: A novel case-control design to estimate the extent of overdiagnosis of breast cancer due to organised population-based mammography screening. In: Breast Diseases: A Year Book Quarterly, 211-214, 2015.
- Baladandauthapani V, Wang X, Mallick BK, K-A Do. Bayesian Functional Mixed Models for Survival Responses with Application to Prostate Cancer. In: Applied Statistics in Biomedicine and Clinical Trials Design ICSA Book Series in Statistics. Springer, Cham, 35-59, 2015.
- Wang W, Baladandayuthapani V, Broom BM, K-A Do. Bayesian graphical models for integrating multi-platform genomics data. Methods for the analysis of copy number data in cancer research. In: Advances in Statistical Bioinformatics: Models and Integrative Inferences for High-Throughput Data. Cambridge University Press, 2013.
- Broom BM, K-A Do, Bondy M, Thompson P, Coombes K. Methods for the analysis of copy number data in cancer research. In: Advances in Statistical Bioinformatics: Models and Integrative Inferences for High-Throughput Data. Cambridge University Press, 2013.
- Wang W, Baladandayuthapani V, Broom BM, K-A Do. Bayesian graphical models for multi-platform high-dimensional data. In: Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data. Cambridge University Press, 2013.
- Broom BM, Rinsurongkawong W, Pusztai L, Do KA. Building networks with microarray data. In: Methods Mol Biol, 315-43, 2010.
- Jeong J, Vannuci M, K-A Do, Broom BM, Kim S, Sha N, Tadesse M, Tan K, Pusztai L. Gene Selection for the identification of biomarkers in high-throughput data. In: Bayesian Modeling in Bioinformatics, 2009.
- K-A Do, Mueller PM, Bandyopadhya R, Baggerley K. A Bayesian mixture model for protein biomarker discovery. In: Bayesian Modeling in Bioinformatics. Chapman & Hall / CRC Press, 2008.
- K-A D, Broom BM. Statistical methods for biomarker discovery using mass spectometry. In: Statistical Advances in the Biomedical Sciences: Clinical Trials, Epidemiology, Survival Analysis, and Bioinformatics. Wiley Publishers, 465-486, 2008.
- Guindani M, K-A Do, Mueller P, Morris J. Bayesian mixture models for gene expression and protein profiles. In: Bayesian Inference for Gene Expression and Proteomics. Cambridge University Press, 238-253, 2006.
- Do KA, Johnson MM, Lee JJ, Wu XF, Dong Q, Hong WK, Khuri FR, Spitz MR. A comprehensive study of the longitudinal effects of smoking relative to development of secondary primary tumors in patients with upper aerodigestive tract cancers. In: Focus on Smoking and Health Research. Nova Science Publishers Inc, approx. 20 pages, 2005.
- Jonasch E, K-A Do, Logothetis C, McDonnell TJ. Tissue array applications for target and drug discovery. In: Molecular Cancer Therapeutics: Strategies for Drug Discovery and Development. Wiley-IEEE, 75-89, 2004.
- Do KA, Broom BM, Wen S. In the Analysis of Gene Expression Data: Methods and Software. In: Gene Clust. Springer London, 342-361, 2003.
Patient Reviews
CV information above last modified March 10, 2026