Eugene J. Koay, M.D., Ph.D.

Peer-Reviewed Articles

1. Tong YT, Lai Z, Katz MHG, Prakash LR, Wang H, Chatterjee D, Kim M, Tzeng CD, Lee JE, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay EJ, Maitra A, Wang H. Prognosticators for Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant FOLFIRINOX or Gemcitabine/Nab-Paclitaxel Therapy and Pancreatectomy. Cancers (Basel) 15(9), 2023. e-Pub 2023. PMID: 37174073.
2. Dodoo GN, De B, Lee SS, Abi Jaoude J, Vauthey JN, Tzeng CD, Tran Cao HS, Katlowitz KA, Mandel JJ, Beckham TH, Minsky BD, Smith GL, Holliday EB, Koong AC, Das P, Taniguchi CM, Javle M, Koay EJ, Ludmir EB. Brain Metastases from Biliary Tract Cancer: Case Series and Clinicogenomic Analysis. Oncologist 28(4):327-332, 2023. e-Pub 2023. PMID: 36715178.
3. Sohn AJ, Taherian M, Katz MHG, Prakash LR, Chatterjee D, Wang H, Kim M, Tzeng CD, Lee JE, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay EJ, Sun R, Maitra A, Wang H. Integrated Pathologic Score Effectively Stratifies Patients With Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy and Pancreaticoduodenectomy. Am J Surg Pathol 47(4):421-430, 2023. e-Pub 2023. PMID: 36746143.
4. Ngo-Huang AT, Parker NH, Xiao LC, Schadler KL, Petzel MQB, Prakash LR, Kim MP, Tzeng CD, Lee JE, Ikoma N, Wolff RA, Javle MM, Koay EJ, Pant SD, Folloder JP, Wang X, Cotto AM, Ju YR, Garg N, Wang H, Bruera ED, Basen-Engquist KM, Katz MHG. Effects of a Pragmatic Home-based Exercise Program Concurrent with Neoadjuvant Therapy on Physical Function of Patients with Pancreatic Cancer: The Pancfit Randomized Clinical Trial. Ann Surg. e-Pub 2023. PMID: 37026453.
5. Syed M, Cagely M, Dogra P, Hollmer L, Butner JD, Cristini V, Koay EJ. Immune-checkpoint inhibitor therapy response evaluation using oncophysics-based mathematical models. Wiley Interdiscip Rev Nanomed Nanobiotechnol 15(2):e1855, 2023. e-Pub 2022. PMID: 36148978.
6. Newhook TE, Vreeland TJ, Griffin JF, Tidwell RSS, Prakash LR, Koay EJ, Ludmir EB, Smaglo BG, Pant S, Overman M, Wolff RA, Ikoma N, Maxwell J, Kim MP, Lee JE, Katz MHG, Tzeng CD. Prognosis Associated With CA19-9 Response Dynamics and Normalization During Neoadjuvant Therapy in Resected Pancreatic Adenocarcinoma. Ann Surg 277(3):484-490, 2023. e-Pub 2022. PMID: 36649067.
7. Hernandez S, Das P, Holliday EB, Shen L, Lu W, Johnson B, Messick CA, Taniguchi CM, Skibber J, Ludmir EB, You YN, Smith GL, Bednarski B, Kostousov L, Koay EJ, Minsky BD, Tillman M, Portier S, Eng C, Koong AC, Chang GJ, Foo WC, Wang J, Soto LS, Morris VK. Differential Spatial Gene and Protein Expression Associated with Recurrence Following Chemoradiation for Localized Anal Squamous Cell Cancer. Cancers (Basel) 15(6), 2023. e-Pub 2023. PMID: 36980587.
8. Chamseddine I, Kim Y, De B, Naqa IE, Duda DG, Wolfgang JA, Pursley J, Wo JY, Hong TS, Paganetti H, Koay EJ, Grassberger C. Predictive Model of Liver Toxicity to Aid the Personalized Selection of Proton Versus Photon Therapy in Hepatocellular Carcinoma. Int J Radiat Oncol Biol Phys. e-Pub 2023. PMID: 36739920.
9. Rooney MK, De B, Corrigan K, Smith GL, Taniguchi C, Minsky BD, Ludmir EB, Koay EJ, Das P, Koong AC, Peacock O, Chang G, You YN, Morris VK, Nogueras-González G, Holliday EB. Patient-reported Bowel Function and Bowel-related Quality of Life After Pelvic Radiation for Rectal Adenocarcinoma: The Impact of Radiation Fractionation and Surgical Resection. Clin Colorectal Cancer. e-Pub 2023. PMID: 36878805.
10. Rhee DJ, Beddar S, Jaoude JA, Sawakuchi G, Martin R, Perles L, Yu C, He Y, Court LE, Ludmir EB, Koong AC, Das P, Koay EJ, Taniguichi C, Niedzielski JS. Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach. Adv Radiat Oncol 8(4):101164, 2023. e-Pub 2023. PMID: 36798731.
11. Kang Y, Deng J, Ling J, Li X, Chiang YJ, Koay EJ, Wang H, Burks JK, Chiao PJ, Hurd MW, Bhutani MS, Lee JH, Weston BR, Maitra A, Ikoma N, Tzeng CD, Lee JE, DePinho RA, Wolff RA, Pant S, McAllister F, Katz MH, Fleming JB, Kim MP. 3D imaging analysis on an organoid-based platform guides personalized treatment in pancreatic ductal adenocarcinoma. J Clin Invest 132(24), 2022. e-Pub 2022. PMID: 36282600.
12. Singh BS, Cazacu IM, Deza CA, Rigaud BS, Saftoiu A, Gruionu G, Guionu L, Brock KK, Koay EJ, Herman JM, Bhutani MS. Image Fusion Involving Real-Time Transabdominal or Endoscopic Ultrasound for Gastrointestinal Malignancies: Review of Current and Future Applications. Diagnostics (Basel) 12(12), 2022. e-Pub 2022. PMID: 36553225.
13. De B, Corrigan KL, Rooney MK, Ludmir EB, Das P, Smith GL, Taniguchi CM, Minsky BD, Koay EJ, Koong A, Morris VK, Messick CA, You YN, Chang GJ, Westney OL, Nogueras Gonzalez GM, Holliday EB. Patient-reported bowel and urinary function in long-term survivors of squamous cell carcinoma of the anus treated with definitive intensity-modulated radiotherapy and concurrent chemotherapy. Int J Radiat Oncol Biol Phys 114(1):78-88, 2022. e-Pub 2022. PMID: 35589011.
14. Wang CX, Elganainy D, Zaid MM, Butner JD, Agrawal A, Nizzero S, Minsky BD, Holliday EB, Taniguchi CM, Smith GL, Koong AC, Herman JM, Das P, Maitra A, Wang H, Wolff RA, Katz MHG, Crane CH, Cristini V, Koay EJ. Mass transport model of radiation response: calibration and application to chemoradiation for pancreatic cancer. Int J Radiat Oncol Biol Phys 114(1):163-172, 2022. e-Pub 2022. PMID: 35643254.
15. Corrigan KL, Rooney MK, De B, Ludmir ED, Das P, Smith GL, Taniguchi C, Minsky BD, Koay EJ, Koong A, Morris VK, Messick CA, Nogueras-Gonzalez G, Holliday EB. Patient-reported sexual function in long-term survivors of anal cancer treated with definitive intensity-modulated radiotherapy and concurrent chemotherapy. Pract Radiat Oncol 12(5):e397-e405, 2022. e-Pub 2022. PMID: 35643295.
16. Khan Z, Rooney MK, Das P, Ludmir EB, Koay EJ, Smith GL, Taniguchi C, Minsky BD, Koong AC, Sawakuchi G, Beddar S, Martin RM, Rodriguez-Bigas M, Peacock O, Chang G, Holliday EB. Intraoperative Radiation After Pelvic Short Course Radiation-Based Total Neoadjuvant Therapy for Patients With Rectal Adenocarcinoma at High Risk for Local Recurrence. Clin Colorectal Cancer 21(3):204-211, 2022. e-Pub 2022. PMID: 35125321.
17. De B, Tran Cao HS, Vauthey JN, Manzar GS, Corrigan KL, Raghav KPS, Lee SS, Tzeng CD, Minsky BD, Smith GL, Holliday EB, Taniguchi CM, Koong AC, Das P, Javle M, Ludmir EB, Koay EJ. Ablative liver radiotherapy for unresected intrahepatic cholangiocarcinoma: Patterns of care and survival in the United States. Cancer 128(13):2529-2539, 2022. e-Pub 2022. PMID: 35417569.
18. Moningi S, Lei X, Fang P, Taniguchi CM, Holliday EB, Koay EJ, Koong AC, Ludmir EB, Minsky BD, Das P, Giordano SH, Smith GL. Contemporary use and outcomes of radiation and chemotherapy for unresectable pancreatic cancer. Clin Transl Radiat Oncol 35:9-16, 2022. e-Pub 2022. PMID: 35510142.
19. Corrigan KL, De B, Rooney MK, Ludmir EB, Das P, Smith GL, Taniguchi CM, Minsky BD, Koay EJ, Koong AC, Holliday EB. Patient-Reported Outcomes After Chemoradiation in Patients With Anal Cancer: A Qualitative Analysis. Adv Radiat Oncol 7(4):100986, 2022. e-Pub 2022. PMID: 35662810.
20. Hernandez S, Parra ER, Uraoka N, Tang X, Shen Y, Qiao W, Jiang M, Zhang S, Mino B, Lu W, Pandurengan R, Haymaker C, Affolter K, Scaife CL, Yip-Schneider M, Schmidt CM, Firpo MA, Mulvihill SJ, Koay EJ, Wang H, Wistuba II, Maitra A, Solis LM, Sen S. Diminished Immune Surveillance during Histologic Progression of Intraductal Papillary Mucinous Neoplasms Offers a Therapeutic Opportunity for Cancer Interception. Clin Cancer Res 28(9):1938-1947, 2022. PMID: 35491652.
21. Manzar GS, De BS, Abana CO, Lee SS, Javle M, Kaseb AO, Vauthey JN, Tran Cao HS, Koong AC, Smith GL, Taniguchi CM, Holliday EB, Das P, Koay EJ, Ludmir EB. Outcomes and Toxicities of Modern Combined Modality Therapy with Atezolizumab Plus Bevacizumab and Radiation Therapy for Hepatocellular Carcinoma. Cancers (Basel) 14(8), 2022. e-Pub 2022. PMID: 35454808.
22. Taku N, Yi-Qian YN, Chang GJ, Ludmir EB, Raghav KPS, Rodriguez-Bigas MA, Holliday EB, Smith GL, Minsky BD, Overman MJ, Messick C, Boyce-Fappiano D, Koong AC, Skibber JM, Koay EJ, Dasari A, Taniguchi CM, Bednarski BK, Morris VK, Kopetz S, Das P. Benchmarking Outcomes for Definitive Treatment of Young-Onset, Locally Advanced Rectal Cancer. Clin Colorectal Cancer 21(1):e28-e37, 2022. e-Pub 2021. PMID: 34794903.
23. Colbert LE, El MB, Lynn EJ, Bronk J, Karpinets TV, Wu X, Chapman BV, Sims TT, Lin D, Kouzy R, Sammouri J, Biegert G, Delgado Medrano AY, Olvera A, Sastry KJ, Eifel PJ, Jhingran A, Lin L, Ramondetta LM, Futreal AP, Jazaeri AA, Schmeler KM, Yue J, Mitra A, Yoshida-Court K, Wargo JA, Solley TN, Hegde V, Nookala SS, Yanamandra AV, Dorta-Estremera S, Mathew G, Kavukuntla R, Papso C, Ahmed-Kaddar M, Kim M, Zhang J, Reuben A, Holliday EB, Minsky BD, Koong AC, Koay EJ, Das P, Taniguchi CM, Klopp A. Expansion of Candidate HPV-Specific T Cells in the Tumor Microenvironment during Chemoradiotherapy Is Prognostic in HPV16+ Cancers. Cancer Immunol Res 10(2):259-271, 2022. e-Pub 2022. PMID: 35045973.
24. Chamseddine I, Kim Y, De B, El Naqa I, Duda DG, Wolfgang J, Pursley J, Paganetti H, Wo J, Hong T, Koay EJ, Grassberger C. Predictive Modeling of Survival and Toxicity in Patients With Hepatocellular Carcinoma After Radiotherapy. JCO Clin Cancer Inform 6:e2100169, 2022. PMID: 35192402.
25. Douglas JE, Liu S, Ma J, Wolff RA, Pant S, Maitra A, Tamm EP, Bhosale P, Katz MHG, Varadhachary GR, Koay EJ. PIONEER-Panc: a platform trial for phase II randomized investigations of new and emerging therapies for localized pancreatic cancer. BMC Cancer 22(1):14, 2022. e-Pub 2022. PMID: 34980020.
26. Chamseddine I, Kim Y, De B, El Naqa I, Duda DG, Wolfgang J, Pursley J, Paganetti H, Wo J, Hong T, Koay EJ, Grassberger C. Predictive Modeling of Survival and Toxicity in Hepatocellular Carcinoma Patients After Radiotherapy. JCO Clinical Cancer Informatics, 2022.
27. Bagley AF, Ludmir EB, Maitra A, Minsky BD, Li Smith G, Das P, Koong AC, Holliday EB, Taniguchi CM, Katz MHG, Tamm EP, Wolff RA, Overman MJ, Patel S, Kim MP, Tzeng CD, Ikoma N, Bhutani MS, Koay EJ. NBTXR3, a first-in-class radioenhancer for pancreatic ductal adenocarcinoma: Report of first patient experience. Clin Transl Radiat Oncol 33:66-69, 2022. e-Pub 2022. PMID: 35097226.
28. McCulloch MM, Cazoulat G, Svensson S, Gryshkevych S, Rigaud B, Anderson BM, Kirimli E, De B, Mathew RT, Zaid M, Elganainy D, Peterson CB, Balter P, Koay EJ, Brock KK. Leveraging deep learning-based segmentation and contours-driven deformable registration for dose accumulation in abdominal structures. Front Oncol 12:1015608, 2022. e-Pub 2022. PMID: 36408172.
29. Niedzielski JS, Liu Y, Ng SSW, Martin RM, Perles LA, Beddar S, Rebueno N, Koay EJ, Taniguchi C, Holliday EB, Das P, Smith GL, Minsky BD, Ludmir EB, Herman JM, Koong A, Sawakuchi GO. Dosimetric uncertainties resulting from interfractional anatomic variations for patients receiving pancreas stereotactic body radiation therapy and cone-beam CT image guidance. Int J Radiat Oncol Biol Phys 111(5):1298-1309, 2021. e-Pub 2021. PMID: 34400267.
30. De B, Abu-Gheida I, Patel A, Ng SSW, Zaid M, Thunshelle CP, Elganainy D, Corrigan KL, Rooney MK, Javle M, Raghav K, Lee SS, Vauthey JN, Tzeng CD, Tran Cao HS, Ludmir EB, Minsky BD, Smith GL, Holliday EB, Taniguchi CM, Koong AC, Das P, Koay EJ. Benchmarking Outcomes after Ablative Radiotherapy for Molecularly Characterized Intrahepatic Cholangiocarcinoma. J Pers Med 11(12), 2021. e-Pub 2021. PMID: 34945742.
31. Butner JD, Martin GV, Wang Z, Corradetti B, Ferrari M, Esnaola N, Chung C, Hong DS, Welsh JW, Hasegawa N, Mittendorf EA, Curley SA, Chen SH, Pan PY, Libutti SK, Ganesan S, Sidman RL, Pasqualini R, Arap W, Koay EJ, Cristini V. Early prediction of clinical response to checkpoint inhibitor therapy in human solid tumors through mathematical modeling. Elife 10, 2021. e-Pub 2021. PMID: 34749885.
32. Cazoulat G, Anderson BM, McCulloch MM, Rigaud B, Koay EJ, Brock KK. Detection of vessel bifurcations in CT scans for automatic objective assessment of deformable image registration accuracy. Med Phys, 2021. e-Pub 2021. PMID: 34390007.
33. Tong YT, Wang H, Wei D, Prakash LR, Kim M, Tzeng CD, Lee JE, Rashid A, Koay EJ, Wolff RA, Maitra A, Katz MH, Wang H. GRP78 expression and prognostic significance in patients with pancreatic ductal adenocarcinoma treated with neoadjuvant therapy versus surgery first. Pancreatology 21(7):1378-1385, 2021. e-Pub 2021. PMID: 34429247.
34. Sebastian NT, Webb A, Merrell KW, Koay EJ, Wolfe AR, Zhang L, Wilhite TJ, Elganainy D, Robb R, Chen W, Cloyd J, Dillhoff M, Tsung A, Abushahin L, Noonan A, Williams TM. Development of a MicroRNA Signature Predictive of Recurrence and Survival in Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 13(20), 2021. e-Pub 2021. PMID: 34680317.
35. Christopherson KM, Das P, Berlind C, Lindsay WD, Ahern C, Smith BD, Subbiah IM, Koay EJ, Koong AC, Holliday EB, Ludmir EB, Minsky BD, Taniguchi CM, Smith GL. A Machine Learning Model Approach to Risk-Stratify Gastrointestinal (GI) Cancer Patients for Hospitalization and Mortality Outcomes. Int J Radiat Oncol Biol Phys 111(1):135-142, 2021. e-Pub 2021. PMID: 33933480.
36. Deng J, Kang Y, Cheng CC, Li X, Dai B, Katz MH, Men T, Kim MP, Koay E, Huang H, Brekken RA, Fleming JB. Ddr1-induced neutrophil extracellular traps drive pancreatic cancer metastasis. JCI Insight 6(17), 2021. e-Pub 2021. PMID: 34237033.
37. Palasi S, Zhang N, Bankston M, Godby J, Burrows H, Lagunas J, Perkison W, Gunn B, Chambers MS, Rosenthal DI, Morrison W, Garden A, Fuller CD, Giordano S, Koay EJ. Factors associated with complex oral treatment device usage in patients with head and neck cancer. Clin Transl Radiat Oncol 30:78-83, 2021. e-Pub 2021. PMID: 34430717.
38. Kim MP, Li X, Deng J, Zhang Y, Dai B, Allton KL, Hughes TG, Siangco C, Augustine JJ, Kang Y, McDaniel JM, Xiong S, Koay EJ, McAllister F, Bristow CA, Heffernan TP, Maitra A, Liu B, Barton MC, Wasylishen AR, Fleming JB, Lozano G. Oncogenic KRAS recruits an expansive transcriptional network through mutant p53 to drive pancreatic cancer metastasis. Cancer Discov 11(8):2094-2111, 2021. e-Pub 2021. PMID: 33839689.
39. Le O, Javadi S, Bhosale PR, Koay EJ, Katz MH, Sun J, Yang W, Tamm EP. CT features predictive of nodal positivity at surgery in pancreatic cancer patients following neoadjuvant therapy in the setting of dual energy CT. Abdom Radiol (NY) 46(6):2620-2627, 2021. e-Pub 2021. PMID: 33471129.
40. Bent EH, Wehrenberg-Klee E, Koay EJ, Goyal L, Wo JY. Integration of Systemic and Liver-Directed Therapies for Locally Advanced Hepatocellular Cancer: Harnessing Potential Synergy for New Therapeutic Horizons. J Natl Compr Canc Netw 19(5):567-576, 2021. e-Pub 2020. PMID: 34030132.
41. Dogra P, Koay EJ, Wang Z, Vahidy FS, Ferrari M, Pasqualini R, Arap W, Boom ML, Dirk Sostman H, Cristini V. Is the worst of the COVID-19 global pandemic yet to come? Application of financial mathematics as candidate predictive tools. Transl Psychiatry 11(1):299, 2021. e-Pub 2021. PMID: 34016952.
42. Hester R, Advani S, Rashid A, Holliday E, Messick C, Das P, You YN, Taniguchi C, Koay EJ, Bednarski B, Rodriguez-Bigas M, Skibber J, Wolff R, Chang GJ, Minsky BD, Foo WC, Rothschild N, Morris VK, Eng C. CEA as a blood-based biomarker in anal cancer. Oncotarget 12(11):1037-1045, 2021. e-Pub 2021. PMID: 34084278.
43. Butner JD, Wang Z, Elganainy D, Al Feghali KA, Plodinec M, Calin GA, Dogra P, Nizzero S, Ruiz-Ramírez J, Martin GV, Tawbi HA, Chung C, Koay EJ, Welsh JW, Hong DS, Cristini V. A mathematical model for the quantification of a patient's sensitivity to checkpoint inhibitors and long-term tumour burden. Nat Biomed Eng 5(4):297-308, 2021. e-Pub 2021. PMID: 33398132.
44. Perri G, Prakash L, Wang H, Bhosale P, Varadhachary GR, Wolff R, Fogelman D, Overman M, Pant S, Javle M, Koay E, Herman J, Kim M, Ikoma N, Tzeng CW, Lee JE, Katz MHG. Radiographic and Serologic Predictors of Pathologic Major Response to Preoperative Therapy for Pancreatic Cancer. Ann Surg 273(4):806-813, 2021. PMID: 31274655.
45. Moningi S, Abi Jaoude J, Kouzy R, Lin D, Nguyen ND, Garcia Garcia CJ, Phan JL, Avila S, Smani D, Cazacu IM, Singh BS, Smith GL, Holliday EB, Koay EJ, Das P, Bhutani MS, Herman JM, Minsky BD, Koong AC, Taniguchi CM. Impact of Fiducial Marker Placement Before Stereotactic Body Radiation Therapy on Clinical Outcomes in Patients With Pancreatic Cancer. Adv Radiat Oncol 6(2):100621, 2021. e-Pub 2020. PMID: 33912734.
46. Augustyn A, Reed VI, Ahmad N, Bhutani MS, Bloom ES, Bowers JR, Chronowski GM, Das P, Holliday EB, Delclos ME, Huey RW, Koay EJ, Lee SS, Nelson CL, Taniguchi CM, Koong AC, Chun SG. Implementation of a stereotactic body radiotherapy program for unresectable pancreatic cancer in an integrated community academic radiation oncology satellite network. Clin Transl Radiat Oncol 27:147-151, 2021. e-Pub 2021. PMID: 33665384.
47. Wei D, Zaid MM, Katz MH, Prakash LR, Kim M, Tzeng CD, Lee JE, Agrawal A, Rashid A, Wang H, Varadhachary G, Wolff RA, Tamm EP, Bhosale PR, Maitra A, Koay EJ, Wang H. Clinicopathological correlation of radiologic measurement of post-therapy tumor size and tumor volume for pancreatic ductal adenocarcinoma. Pancreatology 21(1):200-207, 2021. e-Pub 2020. PMID: 33221151.
48. Anderson BM, Lin EY, Cardenas CE, Gress DA, Erwin WD, Odisio BC, Koay EJ, Brock KK. Automated Contouring of Contrast and Noncontrast Computed Tomography Liver Images With Fully Convolutional Networks. Adv Radiat Oncol 6(1):100464, 2021. e-Pub 2020. PMID: 33490720.
49. De B, Ng SP, Liu AY, Avila S, Tao R, Holliday EB, Brownlee Z, Kaseb A, Lee S, Raghav K, Vauthey JN, Minsky BD, Herman JM, Das P, Smith GL, Taniguchi CM, Krishnan S, Crane CH, Grassberger C, Hong TS, Lin SH, Koong AC, Mohan R, Koay EJ. Radiation-Associated Lymphopenia and Outcomes of Patients with Unresectable Hepatocellular Carcinoma Treated with Radiotherapy. J Hepatocell Carcinoma 8:57-69, 2021. e-Pub 2021. PMID: 33688489.
50. Hall WA, Small C, Paulson E, Koay EJ, Crane C, Intven M, Daamen LA, Meijer GJ, Heerkens HD, Bassetti M, Rosenberg SA, Aitken K, Myrehaug S, Dawson LA, Lee P, Gani C, Chuong MD, Parikh PJ, Erickson BA. Magnetic Resonance Guided Radiation Therapy for Pancreatic Adenocarcinoma, Advantages, Challenges, Current Approaches, and Future Directions. Front Oncol 11:628155, 2021. e-Pub 2021. PMID: 34046339.
51. Dogra P, Koay EJ, Wang Z, Vahidy FS, Ferrari M, Pasqualini R, Arap W, Boom ML, Sostman HD, Cristini V. Do Pandemics Obey the Elliott Wave Principle of Financial Markets?. medRxiv, 2021. e-Pub 2021. PMID: 33501456.
52. Rahmanuddin S, Korn R, Cridebring D, Borazanci E, Brase J, Boswell W, Jamil A, Cai W, Sabir A, Motarjem P, Koay E, Mitra A, Goel A, Ho J, Chung V, Von Hoff DD. Role of 3D Volumetric and Perfusion Imaging for Detecting Early Changes in Pancreatic Adenocarcinoma. Front Oncol 11:678617, 2021. e-Pub 2021. PMID: 34568010.
53. Gok Yavuz B, Hasanov E, Lee SS, Mohamed YI, Curran MA, Koay EJ, Cristini V, Kaseb AO. Current Landscape and Future Directions of Biomarkers for Immunotherapy in Hepatocellular Carcinoma. J Hepatocell Carcinoma 8:1195-1207, 2021. e-Pub 2021. PMID: 34595140.
54. He K, Barsoumian HB, Bertolet G, Verma V, Leuschner C, Koay EJ, Ludmir EB, Hsu E, Pisipati E, Voss TA, Puebla-Osorio N, Cortez MA, Welsh JW. Novel Use of Low-Dose Radiotherapy to Modulate the Tumor Microenvironment of Liver Metastases. Front Immunol 12:812210, 2021. e-Pub 2021. PMID: 34975924.
55. Kouzy R, Abi Jaoude J, Lin D, El Alam MB, Minsky BD, Koay EJ, Das P, Holliday EB, Klopp AH, Colbert LE, Taniguchi CM. Patient-Reported GI Outcomes in Patients With Anal Cancer Receiving Modern Chemoradiation. JCO Oncol Pract 16(12):OP2000122, 2020. e-Pub 2020. PMID: 32609585.
56. Zaid M, Widmann L, Dai A, Sun K, Zhang J, Zhao J, Hurd MW, Varadhachary GR, Wolff RA, Maitra A, Katz MHG, Herman JM, Wang H, Knopp MV, Williams TM, Bhosale P, Tamm EP, Koay EJ. Predictive Modeling for Voxel-Based Quantification of Imaging-Based Subtypes of Pancreatic Ductal Adenocarcinoma (PDAC): A Multi-Institutional Study. Cancers (Basel) 12(12), 2020. e-Pub 2020. PMID: 33291471.
57. Slagowski JM, Colbert LE, Cazacu IM, Singh BS, Martin R, Koay EJ, Taniguchi CM, Koong AC, Bhutani MS, Herman JM, Beddar S. Evaluation of the Visibility and Artifacts of 11 Common Fiducial Markers for Image Guided Stereotactic Body Radiation Therapy in the Abdomen. Pract Radiat Oncol 10(6):434-442, 2020. e-Pub 2020. PMID: 31988039.
58. Koay EJ, Hanania AN, Hall WA, Taniguchi CM, Rebueno N, Myrehaug S, Aitken KL, Dawson LA, Crane CH, Herman JM, Erickson B. Dose-Escalated Radiation Therapy for Pancreatic Cancer: A Simultaneous Integrated Boost Approach. Pract Radiat Oncol 10(6):e495-e507, 2020. e-Pub 2020. PMID: 32061993.
59. Perri G, Prakash L, Malleo G, Caravati A, Varadhachary GR, Fogelman D, Pant S, Koay EJ, Herman J, Maggino L, Milella M, Kim M, Ikoma N, Tzeng CW, Salvia R, Lee JE, Bassi C, Katz MHG. The Sequential Radiographic Effects of Preoperative Chemotherapy and (Chemo)Radiation on Tumor Anatomy in Patients with Localized Pancreatic Cancer. Ann Surg Oncol 27(10):3939-3947, 2020. e-Pub 2020. PMID: 32266574.
60. Sharib J, Esserman L, Koay EJ, Maitra A, Shen Y, Kirkwood KS, Ozanne EM. Cost-effectiveness of consensus guideline-based management of pancreatic cysts: The sensitivity and specificity required for guidelines to be cost-effective. Surgery 168(4):601-609, 2020. e-Pub 2020. PMID: 32739138.
61. Dogra P, Butner JD, Nizzero S, Ruiz Ramírez J, Noureddine A, Peláez MJ, Elganainy D, Yang Z, Le AD, Goel S, Leong HS, Koay EJ, Brinker CJ, Cristini V, Wang Z. Image-guided mathematical modeling for pharmacological evaluation of nanomaterials and monoclonal antibodies. Wiley Interdiscip Rev Nanomed Nanobiotechnol 12(5):e1628, 2020. e-Pub 2020. PMID: 32314552.
62. Perri G, Prakash L, Qiao W, Varadhachary GR, Wolff R, Fogelman D, Overman M, Pant S, Javle M, Koay EJ, Herman J, Kim M, Ikoma N, Tzeng CW, Lee JE, Katz MHG. Response and Survival Associated With First-line FOLFIRINOX vs Gemcitabine and nab-Paclitaxel Chemotherapy for Localized Pancreatic Ductal Adenocarcinoma. JAMA Surg 155(9):832-839, 2020. e-Pub 2020. PMID: 32667641.
63. Stieb S, Perez-Martinez I, Mohamed ASR, Rock S, Bajaj N, Deshpande TS, Zaid M, Garden AS, Goepfert RP, Cardoso R, Ferrarotto R, Reddy JP, Phan J, Morrison WH, Rosenthal DI, Koay EJ, Frank SJ, Fuller CD, Gunn GB, MD Anderson Head and Neck Cancer Symptom Working Group. The impact of tongue-deviating and tongue-depressing oral stents on long-term radiation-associated symptoms in oropharyngeal cancer survivors. Clin Transl Radiat Oncol 24:71-78, 2020. e-Pub 2020. PMID: 32642562.
64. Pereira SP, Oldfield L, Ney A, Hart PA, Keane MG, Pandol SJ, Li D, Greenhalf W, Jeon CY, Koay EJ, Almario CV, Halloran C, Lennon AM, Costello E. Early detection of pancreatic cancer. Lancet Gastroenterol Hepatol 5(7):698-710, 2020. e-Pub 2020. PMID: 32135127.
65. Zaid M, Koay EJ, Bajaj N, Mathew R, Xiao L, Agrawal A, Fernandes P, Burrows H, Roach MA, Wilke CT, Chung C, Fuller CD, Phan J, Gunn GB, Morrison WH, Garden AS, Frank SJ, Rosenthal DI, Andersen M, Otun A, Chambers MS. A prospective parallel design study testing non-inferiority of customized oral stents made using 3D printing or manually fabricated methods. Oral Oncol 106:104665, 2020. e-Pub 2020. PMID: 32298994.
66. Chang DT, Koay EJ, Herman JM, Hong TS, Das P. Abdominal and Pelvic Reirradiation for Recurrent Gastrointestinal Cancers. Semin Radiat Oncol 30(3):232-237, 2020. PMID: 32503788.
67. Machicado JD, Koay EJ, Krishna SG. Radiomics for the Diagnosis and Differentiation of Pancreatic Cystic Lesions. Diagnostics (Basel) 10(7), 2020. e-Pub 2020. PMID: 32708348.
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136. Tom M, Koay EJ, et al. Radiation dose escalation to the tumor-arterial interface of borderline resectable and locally advanced pancreatic cancer. Contemporary Radiation Oncology, 2016.
137. Zuo M, Rashid A, Wang Y, Jain A, Li D, Behari A, Kapoor VK, Koay EJ, Chang P, Vauthey JN, Li Y, Espinoza JA, Roa JC, Javle M. RNA sequencing-based analysis of gallbladder cancer reveals the importance of the liver X receptor and lipid metabolism in gallbladder cancer. Oncotarget 7(23):35302-12, 2016. e-Pub 2016. PMID: 27167107.
138. Wang Z, Kerketta R, Chuang YL, Dogra P, Butner JD, Brocato TA, Day A, Xu R, Shen H, Simbawa E, Al-Fhaid AS, Mahmoud SR, Curley SA, Ferrari M, Koay EJ, Cristini V. Theory and Experimental Validation of a Spatio-temporal Model of Chemotherapy Transport to Enhance Tumor Cell Kill. PLoS Comput Biol 12(6):e1004969, 2016. e-Pub 2016. PMID: 27286441.
139. Xu R, Zhang G, Mai J, Deng X, Segura-Ibarra V, Wu S, Shen J, Liu H, Hu Z, Chen L, Huang Y, Koay E, Liu J, Ensor JE, Blanco E, Liu X, Ferrari M, Shen H. An injectable nanoparticle generator enhances delivery of cancer therapeutics. Nat Biotechnol 34(4):414-8, 2016. e-Pub 2016. PMID: 26974511.
140. Tao R, Krishnan S, Bhosale PR, Javle MM, Aloia TA, Shroff RT, Kaseb AO, Bishop AJ, Swanick CW, Koay EJ, Thames HD, Hong TS, Das P, Crane CH. Ablative Radiotherapy Doses Lead to a Substantial Prolongation of Survival in Patients With Inoperable Intrahepatic Cholangiocarcinoma: A Retrospective Dose Response Analysis. J Clin Oncol 34(3):219-26, 2016. e-Pub 2015. PMID: 26503201.
141. Rios Perez MV, Dai B, Koay EJ, Wolff RA, Fleming JB. Regression of Stage IV Pancreatic Cancer to Curative Surgery and Introduction of a Novel Ex-Vivo Chemosensitivity Assay. Cureus 7(12):e423, 2015. e-Pub 2015. PMID: 26848412.
142. Koay EJ, Ferrari M. Transport Oncophysics in silico, in vitro, and in vivo. Preface. Phys Biol 11(6):060201, 2014. e-Pub 2014. PMID: 25426742.
143. Koay EJ, Baio FE, Ondari A, Truty MJ, Cristini V, Thomas RM, Chen R, Chatterjee D, Kang Y, Zhang J, Court L, Bhosale PR, Tamm EP, Qayyum A, Crane CH, Javle M, Katz MH, Gottumukkala VN, Rozner MA, Shen H, Lee JE, Wang H, Chen Y, Plunkett W, Abbruzzese JL, Wolff RA, Maitra A, Ferrari M, Varadhachary GR, Fleming JB. Intra-tumoral heterogeneity of gemcitabine delivery and mass transport in human pancreatic cancer. Phys Biol 11(6):065002, 2014. e-Pub 2014. PMID: 25427073.
144. Kirui DK, Koay EJ, Guo X, Cristini V, Shen H, Ferrari M. Tumor vascular permeabilization using localized mild hyperthermia to improve macromolecule transport. Nanomedicine 10(7):1487-96, 2014. e-Pub 2013. PMID: 24262998.
145. Walker GV, Awan M, Tao R, Koay EJ, Boehling NS, Grant JD, Sittig DF, Gunn GB, Garden AS, Phan J, Morrison WH, Rosenthal DI, Mohamed AS, Fuller CD. Prospective randomized double-blind study of atlas-based organ-at-risk autosegmentation-assisted radiation planning in head and neck cancer. Radiother Oncol 112(3):321-5, 2014. e-Pub 2014. PMID: 25216572.
146. Koay EJ, Truty MJ, Cristini V, Thomas RM, Chen R, Chatterjee D, Kang Y, Bhosale PR, Tamm EP, Crane CH, Javle M, Katz MH, Gottumukkala VN, Rozner MA, Shen H, Lee JE, Wang H, Chen Y, Plunkett W, Abbruzzese JL, Wolff RA, Varadhachary GR, Ferrari M, Fleming JB. Transport properties of pancreatic cancer describe gemcitabine delivery and response. J Clin Invest 124(4):1525-36, 2014. e-Pub 2014. PMID: 24614108.
147. Lee Y, Koay EJ, Zhang W, Qin L, Kirui DK, Hussain F, Shen H, Ferrari M. Human equilibrative nucleoside transporter-1 knockdown tunes cellular mechanics through epithelial-mesenchymal transition in pancreatic cancer cells. PLoS One 9(10):e107973, 2014. e-Pub 2014. PMID: 25314577.
148. Pascal J, Ashley CE, Wang Z, Brocato TA, Butner JD, Carnes EC, Koay EJ, Brinker CJ, Cristini V. Mechanistic modeling identifies drug-uptake history as predictor of tumor drug resistance and nano-carrier-mediated response. ACS Nano 7(12):11174-82, 2013. e-Pub 2013. PMID: 24187963.
149. Pascal J, Bearer EL, Wang Z, Koay EJ, Curley SA, Cristini V. Mechanistic patient-specific predictive correlation of tumor drug response with microenvironment and perfusion measurements. Proc Natl Acad Sci U S A 110(35):14266-71, 2013. e-Pub 2013. PMID: 23940372.
150. Xu R, Huang Y, Mai J, Zhang G, Guo X, Xia X, Koay EJ, Qin G, Erm DR, Li Q, Liu X, Ferrari M, Shen H. Multistage vectored siRNA targeting ataxia-telangiectasia mutated for breast cancer therapy. Small 9(9-10):1799-808, 2013. e-Pub 2013. PMID: 23293085.
151. Koay EJ, Lege D, Mohan R, Komaki R, Cox JD, Chang JY. Adaptive/nonadaptive proton radiation planning and outcomes in a phase II trial for locally advanced non-small cell lung cancer. Int J Radiat Oncol Biol Phys 84(5):1093-100, 2012. e-Pub 2012. PMID: 22543217.
152. Koay EJ, Teh BS, Paulino AC, Butler EB. Treatment trends and outcomes of small-cell carcinoma of the bladder. Int J Radiat Oncol Biol Phys 83(1):64-70, 2012. e-Pub 2011. PMID: 22019246.
153. Koay EJ, Teh BS, Paulino AC, Butler EB. A Surveillance, Epidemiology, and End Results analysis of small cell carcinoma of the bladder: epidemiology, prognostic variables, and treatment trends. Cancer 117(23):5325-33, 2011. e-Pub 2011. PMID: 21567387.
154. Koay EJ, Smith B. Commentary on “Development and validation of a heart atlas to study cardiac exposure to radiation following treatment for breast cancer. Breast Diseases: A Year Book Quarterly(22):197-199, 2011.
155. Koay EJ, Athanasiou KA. Development of serum-free, chemically defined conditions for human embryonic stem cell-derived fibrochondrogenesis. Tissue Eng Part A 15(8):2249-57, 2009. PMID: 19231974.
156. Ofek G, Willard VP, Koay EJ, Hu JC, Lin P, Athanasiou KA. Mechanical characterization of differentiated human embryonic stem cells. J Biomech Eng 131(6):061011, 2009. PMID: 19449965.
157. Koay EJ, Athanasiou KA. Hypoxic chondrogenic differentiation of human embryonic stem cells enhances cartilage protein synthesis and biomechanical functionality. Osteoarthritis Cartilage 16(12):1450-6, 2008. e-Pub 2008. PMID: 18541445.
158. Hoben GM, Koay EJ, Athanasiou KA. Fibrochondrogenesis in two embryonic stem cell lines: effects of differentiation timelines. Stem Cells 26(2):422-30, 2008. e-Pub 2007. PMID: 18032702.
159. Koay EJ, Ofek G, Athanasiou KA. Effects of TGF-beta1 and IGF-I on the compressibility, biomechanics, and strain-dependent recovery behavior of single chondrocytes. J Biomech 41(5):1044-52, 2008. e-Pub 2008. PMID: 18222457.
160. Koay EJ, Hoben GM, Athanasiou KA. Tissue engineering with chondrogenically differentiated human embryonic stem cells. Stem Cells 25(9):2183-90, 2007. e-Pub 2007. PMID: 17540854.
161. Shieh AC, Koay EJ, Athanasiou KA. Strain-dependent recovery behavior of single chondrocytes. Biomech Model Mechanobiol 5(2-3):172-9, 2006. e-Pub 2006. PMID: 16506017.
162. Koay EJ, Shieh AC, Athanasiou KA. Creep indentation of single cells. J Biomech Eng 125(3):334-41, 2003. PMID: 12929237.

Invited Articles

1. Singhi A, Koay EJ, Maitra A, Chari S. Early Detection of Pancreatic Cancer: Opportunities and Challenges. Gastroenterology(156(7): 2024-204), 2019.
2. Srivastava S, Koay EJ, Borowsky AD, DeMarzo AM, Ghosh S, Wagner PD, Kramer BS. Cancer overdiagnosis: a biological challenge and clinical dilemma. ,Nature Reviews Cancer(19, 349-358), 2019.
3. Koay EJ, Owen D, Das P. Radiation-induced liver disease and modern radiotherapy. Semin Radiat Oncol 28(4):321-331, 2018. PMID: 30309642.
4. Ng SP, Koay EJ. Current and emerging radiotherapy strategies for pancreatic adenocarcinoma: stereotactic, intensity modulated and particle radiotherapy. Ann Pancreat Cancer 1, 2018. e-Pub 2018. PMID: 30198024.
5. Zhao J, Koay EJ, Li T, Wen X, Li C. A hindsight reflection on the clinical studies of poly(l-glutamic acid)-paclitaxel. Wiley Interdiscip Rev Nanomed Nanobiotechnol 10(3):e1497, 2018. e-Pub 2017. PMID: 28895304.
6. Fonseca AL, Kirkwood K, Kim MP, Maitra A, Koay EJ. Intraductal Papillary Mucinous Neoplasms of the Pancreas: Current Understanding and Future Direction for Stratification of Malignancy Risk. Pancreas 47(3):272-279, 2018. PMID: 29424809.
7. Koay EJ, Hall W, Park PC, Erickson B, Herman JM. The role of imaging in the clinical practice of radiation oncology for pancreatic cancer. Abdom Radiol (NY) 43(2):393-403, 2018. e-Pub 2017. PMID: 29110053.
8. Javadi S, Karbasian N, Bhosale P, de Castro Faria S, Le O, Katz MH, Koay EJ, Tamm EP. Imaging findings of recurrent pancreatic cancer following resection. Abdom Radiol (NY) 43(2):489-496, 2018. e-Pub 2017. PMID: 29198001.
9. Bhosale P, Cox V, Faria S, Javadi S, Viswanathan C, Koay EJ, Tamm E. Genetics of pancreatic cancer and implications for therapy. Abdom Radiol (NY) 43(2):404-414, 2018. PMID: 29177925.
10. Koay EJ, Odisio BC, Javle M, Vauthey JN, Crane CH. Management of unresectable intrahepatic cholangiocarcinoma: how do we decide among the various liver-directed treatments?. Hepatobiliary Surg Nutr 6(2):105-116, 2017. PMID: 28503558.
11. Koay EJ, Amer AM, Baio FE, Ondari AO, Fleming JB. Toward stratification of patients with pancreatic cancer: Past lessons from traditional approaches and future applications with physical biomarkers. Cancer Lett 381(1):237-43, 2016. e-Pub 2016. PMID: 26806807.
12. Crane CH, Koay EJ. Solutions that enable ablative radiotherapy for large liver tumors: Fractionated dose painting, simultaneous integrated protection, motion management, and computed tomography image guidance. Cancer 122(13):1974-86, 2016. e-Pub 2016. PMID: 26950735.
13. Cabrera AR, Kirkpatrick JP, Fiveash JB, Shih HA, Koay EJ, Lutz S, Petit J, Chao ST, Brown PD, Vogelbaum M, Reardon DA, Chakravarti A, Wen PY, Chang E. Radiation therapy for glioblastoma: Executive summary of an American Society for Radiation Oncology Evidence-Based Clinical Practice Guideline. Pract Radiat Oncol 6(4):217-25, 2016. e-Pub 2016. PMID: 27211230.
14. Brocato T, Dogra P, Koay EJ, Day A, Chuang YL, Wang Z, Cristini V. Understanding Drug Resistance in Breast Cancer with Mathematical Oncology. Curr Breast Cancer Rep 6(2):110-120, 2014. PMID: 24891927.
15. Woodward W, Koay EJ, Takiar V. Radiation therapy for inflammatory breast cancer: Technical considerations and diverse clinical scenarios. Breast Cancer Management 3:43-52, 2014.
16. Koay EJ, Sulman EP. Management of brain metastasis: past lessons, modern management, and future considerations. Curr Oncol Rep 14(1):70-8, 2012. PMID: 22071681.

Letters to the Editor

1. Crane CH, Koay EJ. Reply to another solution that enables ablative radiotherapy for large liver tumors: Percutaneous interstitial high-dose rate brachytherapy. Cancer 122: 2766-7, 2016.