Skip to main content
Top
Published in: Abdominal Radiology 12/2020

01-12-2020 | Magnetic Resonance Imaging | Review

Therapeutic response assessment in pancreatic ductal adenocarcinoma: society of abdominal radiology review paper on the role of morphological and functional imaging techniques

Authors: Zhen J. Wang, Hina Arif-Tiwari, Atif Zaheer, Sanaz Ameli, Priya R. Bhosale, Richard K. Do, Ajit H. Goenka, Alexander R. Guimares, Guillermo P. Sangster, Erik V. Soloff, Eric P. Tamm, Marc Zins, Avinash R. Kambadakone

Published in: Abdominal Radiology | Issue 12/2020

Login to get access

Abstract

Pancreatic ductal adenocarcinoma (PDA) is the third leading cause of cancer-related death in the United States and is projected to be the second by 2030. Systemic combination chemotherapy is considered an essential first-line treatment for the majority of patients with PDA, in both the neoadjuvant and palliative settings. In addition, a number of novel therapies are being tested in clinical trials for patients with advanced PDA. In all cases, accurate and timely assessment of treatment response is critical to guide therapy, reduce drug toxicities and cost from a failing therapy, and aid adaptive clinical trials. Conventional morphological imaging has significant limitations, especially in the context of determining primary tumor response and resectability following neoadjuvant therapies. In this article, we provide an overview of current therapy options for PDA, highlight several morphological imaging findings that may be helpful to reduce over-staging following neoadjuvant therapy, and discuss a number of emerging imaging, and non-imaging, tools that have shown promise in providing a more precise quantification of disease burden and treatment response in PDA.

Graphic Abstract

Literature
1.
go back to reference Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer research. 2014;74(11):2913-21. doi: 10.1158/0008-5472.CAN-14-0155. PubMed PMID: 24840647. Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer research. 2014;74(11):2913-21. doi: 10.1158/0008-5472.CAN-14-0155. PubMed PMID: 24840647.
6.
go back to reference Von Hoff DD, Ervin T, Arena FP, Chiorean EG, Infante J, Moore M, et al. Increased survival in pancreatic cancer with nab-paclitaxel plus gemcitabine. N Engl J Med. 2013;369(18):1691-703. Epub 2013/10/18. https://doi.org/10.1056/nejmoa1304369. PubMed PMID: 24131140; PubMed Central PMCID: PMCPMC4631139. Von Hoff DD, Ervin T, Arena FP, Chiorean EG, Infante J, Moore M, et al. Increased survival in pancreatic cancer with nab-paclitaxel plus gemcitabine. N Engl J Med. 2013;369(18):1691-703. Epub 2013/10/18. https://​doi.​org/​10.​1056/​nejmoa1304369. PubMed PMID: 24131140; PubMed Central PMCID: PMCPMC4631139.
7.
9.
go back to reference Krishnan S, Chadha AS, Suh Y, Chen HC, Rao A, Das P, et al. Focal Radiation Therapy Dose Escalation Improves Overall Survival in Locally Advanced Pancreatic Cancer Patients Receiving Induction Chemotherapy and Consolidative Chemoradiation. International journal of radiation oncology, biology, physics. 2016;94(4):755-65. Epub 2016/03/15. https://doi.org/10.1016/j.ijrobp.2015.12.003. PubMed PMID: 26972648; PubMed Central PMCID: PMCPMC4792191. Krishnan S, Chadha AS, Suh Y, Chen HC, Rao A, Das P, et al. Focal Radiation Therapy Dose Escalation Improves Overall Survival in Locally Advanced Pancreatic Cancer Patients Receiving Induction Chemotherapy and Consolidative Chemoradiation. International journal of radiation oncology, biology, physics. 2016;94(4):755-65. Epub 2016/03/15. https://​doi.​org/​10.​1016/​j.​ijrobp.​2015.​12.​003. PubMed PMID: 26972648; PubMed Central PMCID: PMCPMC4792191.
10.
go back to reference Rudra S, Jiang N, Rosenberg SA, Olsen JR, Roach MC, Wan L, et al. Using adaptive magnetic resonance image-guided radiation therapy for treatment of inoperable pancreatic cancer. Cancer Med. 2019;8(5):2123-32. Epub 2019/04/02. https://doi.org/10.1002/cam4.2100. PubMed PMID: 30932367; PubMed Central PMCID: PMCPMC6536981. Rudra S, Jiang N, Rosenberg SA, Olsen JR, Roach MC, Wan L, et al. Using adaptive magnetic resonance image-guided radiation therapy for treatment of inoperable pancreatic cancer. Cancer Med. 2019;8(5):2123-32. Epub 2019/04/02. https://​doi.​org/​10.​1002/​cam4.​2100. PubMed PMID: 30932367; PubMed Central PMCID: PMCPMC6536981.
11.
go back to reference Golan T, Hammel P, Reni M, Van Cutsem E, Macarulla T, Hall MJ, et al. Maintenance Olaparib for Germline BRCA-Mutated Metastatic Pancreatic Cancer. The New England journal of medicine. 2019;381(4):317-27. Epub 2019/06/04. https://doi.org/10.1056/nejmoa1903387. PubMed PMID: 31157963; PubMed Central PMCID: PMCPMC6810605. Golan T, Hammel P, Reni M, Van Cutsem E, Macarulla T, Hall MJ, et al. Maintenance Olaparib for Germline BRCA-Mutated Metastatic Pancreatic Cancer. The New England journal of medicine. 2019;381(4):317-27. Epub 2019/06/04. https://​doi.​org/​10.​1056/​nejmoa1903387. PubMed PMID: 31157963; PubMed Central PMCID: PMCPMC6810605.
12.
go back to reference Ramanathan RK, McDonough SL, Philip PA, Hingorani SR, Lacy J, Kortmansky JS, et al. Phase IB/II Randomized Study of FOLFIRINOX Plus Pegylated Recombinant Human Hyaluronidase Versus FOLFIRINOX Alone in Patients With Metastatic Pancreatic Adenocarcinoma: SWOG S1313. J Clin Oncol. 2019;37(13):1062-9. Epub 2019/03/01. https://doi.org/10.1200/jco.18.01295. PubMed PMID: 30817250; PubMed Central PMCID: PMCPMC6494359. Ramanathan RK, McDonough SL, Philip PA, Hingorani SR, Lacy J, Kortmansky JS, et al. Phase IB/II Randomized Study of FOLFIRINOX Plus Pegylated Recombinant Human Hyaluronidase Versus FOLFIRINOX Alone in Patients With Metastatic Pancreatic Adenocarcinoma: SWOG S1313. J Clin Oncol. 2019;37(13):1062-9. Epub 2019/03/01. https://​doi.​org/​10.​1200/​jco.​18.​01295. PubMed PMID: 30817250; PubMed Central PMCID: PMCPMC6494359.
13.
go back to reference Kumar V, Boucher Y, Liu H, Ferreira D, Hooker J, Catana C, et al. Noninvasive Assessment of Losartan-Induced Increase in Functional Microvasculature and Drug Delivery in Pancreatic Ductal Adenocarcinoma. Transl Oncol. 2016;9(5):431-7. Epub 2016/10/19. https://doi.org/10.1016/j.tranon.2016.07.004. PubMed PMID: 27751347; PubMed Central PMCID: PMCPMC5067928. Kumar V, Boucher Y, Liu H, Ferreira D, Hooker J, Catana C, et al. Noninvasive Assessment of Losartan-Induced Increase in Functional Microvasculature and Drug Delivery in Pancreatic Ductal Adenocarcinoma. Transl Oncol. 2016;9(5):431-7. Epub 2016/10/19. https://​doi.​org/​10.​1016/​j.​tranon.​2016.​07.​004. PubMed PMID: 27751347; PubMed Central PMCID: PMCPMC5067928.
14.
go back to reference Chauhan VP, Martin JD, Liu H, Lacorre DA, Jain SR, Kozin SV, et al. Angiotensin inhibition enhances drug delivery and potentiates chemotherapy by decompressing tumour blood vessels. Nat Commun. 2013;4:2516. Epub 2013/10/03. https://doi.org/10.1038/ncomms3516. PubMed PMID: 24084631; PubMed Central PMCID: PMCPMC3806395. Chauhan VP, Martin JD, Liu H, Lacorre DA, Jain SR, Kozin SV, et al. Angiotensin inhibition enhances drug delivery and potentiates chemotherapy by decompressing tumour blood vessels. Nat Commun. 2013;4:2516. Epub 2013/10/03. https://​doi.​org/​10.​1038/​ncomms3516. PubMed PMID: 24084631; PubMed Central PMCID: PMCPMC3806395.
15.
go back to reference Murphy JE, Wo JY, Ryan DP, Clark JW, Jiang W, Yeap BY, et al. Total Neoadjuvant Therapy With FOLFIRINOX in Combination With Losartan Followed by Chemoradiotherapy for Locally Advanced Pancreatic Cancer: A Phase 2 Clinical Trial. JAMA Oncol. 2019;5(7):1020-7. Epub 2019/05/31. https://doi.org/10.1001/jamaoncol.2019.0892. PubMed PMID: 31145418; PubMed Central PMCID: PMCPMC6547247. Murphy JE, Wo JY, Ryan DP, Clark JW, Jiang W, Yeap BY, et al. Total Neoadjuvant Therapy With FOLFIRINOX in Combination With Losartan Followed by Chemoradiotherapy for Locally Advanced Pancreatic Cancer: A Phase 2 Clinical Trial. JAMA Oncol. 2019;5(7):1020-7. Epub 2019/05/31. https://​doi.​org/​10.​1001/​jamaoncol.​2019.​0892. PubMed PMID: 31145418; PubMed Central PMCID: PMCPMC6547247.
16.
17.
go back to reference Hu ZI, Shia J, Stadler ZK, Varghese AM, Capanu M, Salo-Mullen E, et al. Evaluating Mismatch Repair Deficiency in Pancreatic Adenocarcinoma: Challenges and Recommendations. Clin Cancer Res. 2018;24(6):1326-36. Epub 2018/01/26. https://doi.org/10.1158/1078-0432.ccr-17-3099. PubMed PMID: 29367431; PubMed Central PMCID: PMCPMC5856632. Hu ZI, Shia J, Stadler ZK, Varghese AM, Capanu M, Salo-Mullen E, et al. Evaluating Mismatch Repair Deficiency in Pancreatic Adenocarcinoma: Challenges and Recommendations. Clin Cancer Res. 2018;24(6):1326-36. Epub 2018/01/26. https://​doi.​org/​10.​1158/​1078-0432.​ccr-17-3099. PubMed PMID: 29367431; PubMed Central PMCID: PMCPMC5856632.
18.
19.
go back to reference Ren X, Wei X, Ding Y, Qi F, Zhang Y, Hu X, et al. Comparison of neoadjuvant therapy and upfront surgery in resectable pancreatic cancer: a meta-analysis and systematic review. Onco Targets Ther. 2019;12:733-44. Epub 2019/02/19. https://doi.org/10.2147/ott.s190810. PubMed PMID: 30774360; PubMed Central PMCID: PMCPMC6348975. Ren X, Wei X, Ding Y, Qi F, Zhang Y, Hu X, et al. Comparison of neoadjuvant therapy and upfront surgery in resectable pancreatic cancer: a meta-analysis and systematic review. Onco Targets Ther. 2019;12:733-44. Epub 2019/02/19. https://​doi.​org/​10.​2147/​ott.​s190810. PubMed PMID: 30774360; PubMed Central PMCID: PMCPMC6348975.
20.
go back to reference Oettle H, Neuhaus P, Hochhaus A, Hartmann JT, Gellert K, Ridwelski K, et al. Adjuvant chemotherapy with gemcitabine and long-term outcomes among patients with resected pancreatic cancer: the CONKO-001 randomized trial. JAMA. 2013;310(14):1473-81. Epub 2013/10/10. https://doi.org/10.1001/jama.2013.279201. PubMed PMID: 24104372. Oettle H, Neuhaus P, Hochhaus A, Hartmann JT, Gellert K, Ridwelski K, et al. Adjuvant chemotherapy with gemcitabine and long-term outcomes among patients with resected pancreatic cancer: the CONKO-001 randomized trial. JAMA. 2013;310(14):1473-81. Epub 2013/10/10. https://​doi.​org/​10.​1001/​jama.​2013.​279201. PubMed PMID: 24104372.
21.
go back to reference Ma SJ, Oladeru OT, Miccio JA, Iovoli AJ, Hermann GM, Singh AK. Association of Timing of Adjuvant Therapy With Survival in Patients With Resected Stage I to II Pancreatic Cancer. JAMA Netw Open. 2019;2(8):e199126. Epub 2019/08/15. https://doi.org/10.1001/jamanetworkopen.2019.9126. PubMed PMID: 31411712; PubMed Central PMCID: PMCPMC6694394. Ma SJ, Oladeru OT, Miccio JA, Iovoli AJ, Hermann GM, Singh AK. Association of Timing of Adjuvant Therapy With Survival in Patients With Resected Stage I to II Pancreatic Cancer. JAMA Netw Open. 2019;2(8):e199126. Epub 2019/08/15. https://​doi.​org/​10.​1001/​jamanetworkopen.​2019.​9126. PubMed PMID: 31411712; PubMed Central PMCID: PMCPMC6694394.
22.
go back to reference Ducreux M, Cuhna AS, Caramella C, Hollebecque A, Burtin P, Goere D, et al. Cancer of the pancreas: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26 Suppl 5:v56-68. Epub 2015/09/01. https://doi.org/10.1093/annonc/mdv295. PubMed PMID: 26314780. Ducreux M, Cuhna AS, Caramella C, Hollebecque A, Burtin P, Goere D, et al. Cancer of the pancreas: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2015;26 Suppl 5:v56-68. Epub 2015/09/01. https://​doi.​org/​10.​1093/​annonc/​mdv295. PubMed PMID: 26314780.
23.
go back to reference Murphy JE, Wo JY, Ryan DP, Jiang W, Yeap BY, Drapek LC, et al. Total Neoadjuvant Therapy With FOLFIRINOX Followed by Individualized Chemoradiotherapy for Borderline Resectable Pancreatic Adenocarcinoma: A Phase 2 Clinical Trial. JAMA Oncol. 2018;4(7):963-9. Epub 2018/05/26. https://doi.org/10.1001/jamaoncol.2018.0329. PubMed PMID: 29800971; PubMed Central PMCID: PMCPMC6145728. Murphy JE, Wo JY, Ryan DP, Jiang W, Yeap BY, Drapek LC, et al. Total Neoadjuvant Therapy With FOLFIRINOX Followed by Individualized Chemoradiotherapy for Borderline Resectable Pancreatic Adenocarcinoma: A Phase 2 Clinical Trial. JAMA Oncol. 2018;4(7):963-9. Epub 2018/05/26. https://​doi.​org/​10.​1001/​jamaoncol.​2018.​0329. PubMed PMID: 29800971; PubMed Central PMCID: PMCPMC6145728.
24.
25.
go back to reference Aldakkak M, Christians KK, Krepline AN, George B, Ritch PS, Erickson BA, et al. Pre-treatment carbohydrate antigen 19-9 does not predict the response to neoadjuvant therapy in patients with localized pancreatic cancer. HPB (Oxford). 2015;17(10):942-52. Epub 2015/08/11. https://doi.org/10.1111/hpb.12448. PubMed PMID: 26255895; PubMed Central PMCID: PMCPMC4571763. Aldakkak M, Christians KK, Krepline AN, George B, Ritch PS, Erickson BA, et al. Pre-treatment carbohydrate antigen 19-9 does not predict the response to neoadjuvant therapy in patients with localized pancreatic cancer. HPB (Oxford). 2015;17(10):942-52. Epub 2015/08/11. https://​doi.​org/​10.​1111/​hpb.​12448. PubMed PMID: 26255895; PubMed Central PMCID: PMCPMC4571763.
26.
go back to reference Ko AH, Hwang J, Venook AP, Abbruzzese JL, Bergsland EK, Tempero MA. Serum CA19-9 response as a surrogate for clinical outcome in patients receiving fixed-dose rate gemcitabine for advanced pancreatic cancer. British journal of cancer. 2005;93(2):195-9. doi: 10.1038/sj.bjc.6602687. PubMed PMID: 15999098; PubMed Central PMCID: PMCPMC2361548. Ko AH, Hwang J, Venook AP, Abbruzzese JL, Bergsland EK, Tempero MA. Serum CA19-9 response as a surrogate for clinical outcome in patients receiving fixed-dose rate gemcitabine for advanced pancreatic cancer. British journal of cancer. 2005;93(2):195-9. doi: 10.1038/sj.bjc.6602687. PubMed PMID: 15999098; PubMed Central PMCID: PMCPMC2361548.
27.
go back to reference Dabritz J, Preston R, Hanfler J, Oettle H. K-ras mutations in the plasma correspond to computed tomographic findings in patients with pancreatic cancer. Pancreas. 2012;41(2):323-5. doi: 10.1097/MPA.0b013e3182289118. PubMed PMID: 22044911. Dabritz J, Preston R, Hanfler J, Oettle H. K-ras mutations in the plasma correspond to computed tomographic findings in patients with pancreatic cancer. Pancreas. 2012;41(2):323-5. doi: 10.1097/MPA.0b013e3182289118. PubMed PMID: 22044911.
28.
29.
go back to reference Katz MH, Fleming JB, Bhosale P, Varadhachary G, Lee JE, Wolff R, et al. Response of borderline resectable pancreatic cancer to neoadjuvant therapy is not reflected by radiographic indicators. Cancer. 2012;118(23):5749-56. Epub 2012/05/19. https://doi.org/10.1002/cncr.27636. PubMed PMID: 22605518. Katz MH, Fleming JB, Bhosale P, Varadhachary G, Lee JE, Wolff R, et al. Response of borderline resectable pancreatic cancer to neoadjuvant therapy is not reflected by radiographic indicators. Cancer. 2012;118(23):5749-56. Epub 2012/05/19. https://​doi.​org/​10.​1002/​cncr.​27636. PubMed PMID: 22605518.
30.
go back to reference Cassinotto C, Cortade J, Belleannee G, Lapuyade B, Terrebonne E, Vendrely V, et al. An evaluation of the accuracy of CT when determining resectability of pancreatic head adenocarcinoma after neoadjuvant treatment. European journal of radiology. 2013;82(4):589-93. Epub 2013/01/05. https://doi.org/10.1016/j.ejrad.2012.12.002. PubMed PMID: 23287712. Cassinotto C, Cortade J, Belleannee G, Lapuyade B, Terrebonne E, Vendrely V, et al. An evaluation of the accuracy of CT when determining resectability of pancreatic head adenocarcinoma after neoadjuvant treatment. European journal of radiology. 2013;82(4):589-93. Epub 2013/01/05. https://​doi.​org/​10.​1016/​j.​ejrad.​2012.​12.​002. PubMed PMID: 23287712.
31.
go back to reference Ferrone CR, Marchegiani G, Hong TS, Ryan DP, Deshpande V, McDonnell EI, et al. Radiological and surgical implications of neoadjuvant treatment with FOLFIRINOX for locally advanced and borderline resectable pancreatic cancer. Ann Surg. 2015;261(1):12-7. Epub 2015/01/20. https://doi.org/10.1097/sla.0000000000000867. PubMed PMID: 25599322; PubMed Central PMCID: PMCPMC4349683. Ferrone CR, Marchegiani G, Hong TS, Ryan DP, Deshpande V, McDonnell EI, et al. Radiological and surgical implications of neoadjuvant treatment with FOLFIRINOX for locally advanced and borderline resectable pancreatic cancer. Ann Surg. 2015;261(1):12-7. Epub 2015/01/20. https://​doi.​org/​10.​1097/​sla.​0000000000000867​. PubMed PMID: 25599322; PubMed Central PMCID: PMCPMC4349683.
32.
go back to reference Cassinotto C, Mouries A, Lafourcade JP, Terrebonne E, Belleannee G, Blanc JF, et al. Locally advanced pancreatic adenocarcinoma: reassessment of response with CT after neoadjuvant chemotherapy and radiation therapy. Radiology. 2014;273(1):108-16. Epub 2014/06/25. https://doi.org/10.1148/radiol.14132914. PubMed PMID: 24960211. Cassinotto C, Mouries A, Lafourcade JP, Terrebonne E, Belleannee G, Blanc JF, et al. Locally advanced pancreatic adenocarcinoma: reassessment of response with CT after neoadjuvant chemotherapy and radiation therapy. Radiology. 2014;273(1):108-16. Epub 2014/06/25. https://​doi.​org/​10.​1148/​radiol.​14132914. PubMed PMID: 24960211.
34.
go back to reference Kim YE, Park MS, Hong HS, Kang CM, Choi JY, Lim JS, et al. Effects of neoadjuvant combined chemotherapy and radiation therapy on the CT evaluation of resectability and staging in patients with pancreatic head cancer. Radiology. 2009;250(3):758-65. Epub 2009/01/24. https://doi.org/10.1148/radiol.2502080501. PubMed PMID: 19164113. Kim YE, Park MS, Hong HS, Kang CM, Choi JY, Lim JS, et al. Effects of neoadjuvant combined chemotherapy and radiation therapy on the CT evaluation of resectability and staging in patients with pancreatic head cancer. Radiology. 2009;250(3):758-65. Epub 2009/01/24. https://​doi.​org/​10.​1148/​radiol.​2502080501. PubMed PMID: 19164113.
35.
go back to reference Marchegiani G, Todaro V, Boninsegna E, Negrelli R, Sureka B, Bonamini D, et al. Surgery after FOLFIRINOX treatment for locally advanced and borderline resectable pancreatic cancer: increase in tumour attenuation on CT correlates with R0 resection. Eur Radiol. 2018;28(10):4265-73. Epub 2018/04/22. https://doi.org/10.1007/s00330-018-5410-6. PubMed PMID: 29679211. Marchegiani G, Todaro V, Boninsegna E, Negrelli R, Sureka B, Bonamini D, et al. Surgery after FOLFIRINOX treatment for locally advanced and borderline resectable pancreatic cancer: increase in tumour attenuation on CT correlates with R0 resection. Eur Radiol. 2018;28(10):4265-73. Epub 2018/04/22. https://​doi.​org/​10.​1007/​s00330-018-5410-6. PubMed PMID: 29679211.
38.
go back to reference Hempel S, Plodeck V, Mierke F, Distler M, Aust DE, Saeger HD, et al. Para-aortic lymph node metastases in pancreatic cancer should not be considered a watershed for curative resection. Sci Rep. 2017;7(1):7688. Epub 2017/08/11. https://doi.org/10.1038/s41598-017-08165-w. PubMed PMID: 28794500; PubMed Central PMCID: PMCPMC5550512. Hempel S, Plodeck V, Mierke F, Distler M, Aust DE, Saeger HD, et al. Para-aortic lymph node metastases in pancreatic cancer should not be considered a watershed for curative resection. Sci Rep. 2017;7(1):7688. Epub 2017/08/11. https://​doi.​org/​10.​1038/​s41598-017-08165-w. PubMed PMID: 28794500; PubMed Central PMCID: PMCPMC5550512.
39.
go back to reference Imai H, Doi R, Kanazawa H, Kamo N, Koizumi M, Masui T, et al. Preoperative assessment of para-aortic lymph node metastasis in patients with pancreatic cancer. Int J Clin Oncol. 2010;15(3):294-300. Epub 2010/03/17. https://doi.org/10.1007/s10147-010-0066-5. PubMed PMID: 20232101. Imai H, Doi R, Kanazawa H, Kamo N, Koizumi M, Masui T, et al. Preoperative assessment of para-aortic lymph node metastasis in patients with pancreatic cancer. Int J Clin Oncol. 2010;15(3):294-300. Epub 2010/03/17. https://​doi.​org/​10.​1007/​s10147-010-0066-5. PubMed PMID: 20232101.
40.
go back to reference Oh JG, Choi SY, Lee MH, Lee JE, Yi BH, Kim SS, et al. Differentiation of hepatic abscess from metastasis on contrast-enhanced dynamic computed tomography in patients with a history of extrahepatic malignancy: emphasis on dynamic change of arterial rim enhancement. Abdom Radiol (NY). 2019;44(2):529-38. Epub 2018/09/10. https://doi.org/10.1007/s00261-018-1766-y. PubMed PMID: 30196363. Oh JG, Choi SY, Lee MH, Lee JE, Yi BH, Kim SS, et al. Differentiation of hepatic abscess from metastasis on contrast-enhanced dynamic computed tomography in patients with a history of extrahepatic malignancy: emphasis on dynamic change of arterial rim enhancement. Abdom Radiol (NY). 2019;44(2):529-38. Epub 2018/09/10. https://​doi.​org/​10.​1007/​s00261-018-1766-y. PubMed PMID: 30196363.
41.
go back to reference Molina V, Visa L, Conill C, Navarro S, Escudero JM, Auge JM, et al. CA 19-9 in pancreatic cancer: retrospective evaluation of patients with suspicion of pancreatic cancer. Tumour Biol. 2012;33(3):799-807. Epub 2011/12/29. https://doi.org/10.1007/s13277-011-0297-8. PubMed PMID: 22203495. Molina V, Visa L, Conill C, Navarro S, Escudero JM, Auge JM, et al. CA 19-9 in pancreatic cancer: retrospective evaluation of patients with suspicion of pancreatic cancer. Tumour Biol. 2012;33(3):799-807. Epub 2011/12/29. https://​doi.​org/​10.​1007/​s13277-011-0297-8. PubMed PMID: 22203495.
42.
go back to reference Motosugi U, Ichikawa T, Morisaka H, Sou H, Muhi A, Kimura K, et al. Detection of pancreatic carcinoma and liver metastases with gadoxetic acid-enhanced MR imaging: comparison with contrast-enhanced multi-detector row CT. Radiology. 2011;260(2):446-53. Epub 2011/06/23. https://doi.org/10.1148/radiol.11103548. PubMed PMID: 21693662. Motosugi U, Ichikawa T, Morisaka H, Sou H, Muhi A, Kimura K, et al. Detection of pancreatic carcinoma and liver metastases with gadoxetic acid-enhanced MR imaging: comparison with contrast-enhanced multi-detector row CT. Radiology. 2011;260(2):446-53. Epub 2011/06/23. https://​doi.​org/​10.​1148/​radiol.​11103548. PubMed PMID: 21693662.
44.
go back to reference Von Hoff DD, Ramanathan RK, Borad MJ, Laheru DA, Smith LS, Wood TE, et al. Gemcitabine plus nab-paclitaxel is an active regimen in patients with advanced pancreatic cancer: a phase I/II trial. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(34):4548-54. doi: 10.1200/JCO.2011.36.5742. PubMed PMID: 21969517; PubMed Central PMCID: PMCPMC3565012. Von Hoff DD, Ramanathan RK, Borad MJ, Laheru DA, Smith LS, Wood TE, et al. Gemcitabine plus nab-paclitaxel is an active regimen in patients with advanced pancreatic cancer: a phase I/II trial. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(34):4548-54. doi: 10.1200/JCO.2011.36.5742. PubMed PMID: 21969517; PubMed Central PMCID: PMCPMC3565012.
45.
go back to reference Rahib L, Fleshman JM, Matrisian LM, Berlin JD. Evaluation of Pancreatic Cancer Clinical Trials and Benchmarks for Clinically Meaningful Future Trials: A Systematic Review. JAMA Oncol. 2016;2(9):1209-16. doi: 10.1001/jamaoncol.2016.0585. PubMed PMID: 27270617. Rahib L, Fleshman JM, Matrisian LM, Berlin JD. Evaluation of Pancreatic Cancer Clinical Trials and Benchmarks for Clinically Meaningful Future Trials: A Systematic Review. JAMA Oncol. 2016;2(9):1209-16. doi: 10.1001/jamaoncol.2016.0585. PubMed PMID: 27270617.
46.
go back to reference Chiorean EG, Von Hoff DD, Reni M, Arena FP, Infante JR, Bathini VG, et al. CA19-9 decrease at 8 weeks as a predictor of overall survival in a randomized phase III trial (MPACT) of weekly nab-paclitaxel plus gemcitabine versus gemcitabine alone in patients with metastatic pancreatic cancer. Ann Oncol. 2016;27(4):654-60. Epub 2016/01/24. https://doi.org/10.1093/annonc/mdw006. PubMed PMID: 26802160; PubMed Central PMCID: PMCPMC4803454. Chiorean EG, Von Hoff DD, Reni M, Arena FP, Infante JR, Bathini VG, et al. CA19-9 decrease at 8 weeks as a predictor of overall survival in a randomized phase III trial (MPACT) of weekly nab-paclitaxel plus gemcitabine versus gemcitabine alone in patients with metastatic pancreatic cancer. Ann Oncol. 2016;27(4):654-60. Epub 2016/01/24. https://​doi.​org/​10.​1093/​annonc/​mdw006. PubMed PMID: 26802160; PubMed Central PMCID: PMCPMC4803454.
47.
go back to reference Wang ZJ, Behr S, Consunji MV, Yeh BM, Ohliger MA, Gao K, et al. Early Response Assessment in Pancreatic Ductal Adenocarcinoma Through Integrated PET/MRI. AJR Am J Roentgenol. 2018;211(5):1010-9. Epub 2018/08/01. https://doi.org/10.2214/ajr.18.19602. PubMed PMID: 30063366. Wang ZJ, Behr S, Consunji MV, Yeh BM, Ohliger MA, Gao K, et al. Early Response Assessment in Pancreatic Ductal Adenocarcinoma Through Integrated PET/MRI. AJR Am J Roentgenol. 2018;211(5):1010-9. Epub 2018/08/01. https://​doi.​org/​10.​2214/​ajr.​18.​19602. PubMed PMID: 30063366.
49.
go back to reference Koay EJ, Baio FE, Ondari A, Truty MJ, Cristini V, Thomas RM, et al. Intra-tumoral heterogeneity of gemcitabine delivery and mass transport in human pancreatic cancer. Phys Biol. 2014;11(6):065002. Epub 2014/11/27. https://doi.org/10.1088/1478-3975/11/6/065002. PubMed PMID: 25427073; PubMed Central PMCID: PMCPMC4266401. Koay EJ, Baio FE, Ondari A, Truty MJ, Cristini V, Thomas RM, et al. Intra-tumoral heterogeneity of gemcitabine delivery and mass transport in human pancreatic cancer. Phys Biol. 2014;11(6):065002. Epub 2014/11/27. https://​doi.​org/​10.​1088/​1478-3975/​11/​6/​065002. PubMed PMID: 25427073; PubMed Central PMCID: PMCPMC4266401.
50.
go back to reference Koay EJ, Lee Y, Cristini V, Lowengrub JS, Kang Y, Lucas FAS, et al. A Visually Apparent and Quantifiable CT Imaging Feature Identifies Biophysical Subtypes of Pancreatic Ductal Adenocarcinoma. Clin Cancer Res. 2018;24(23):5883-94. Epub 2018/08/08. https://doi.org/10.1158/1078-0432.ccr-17-3668. PubMed PMID: 30082477; PubMed Central PMCID: PMCPMC6279613. Koay EJ, Lee Y, Cristini V, Lowengrub JS, Kang Y, Lucas FAS, et al. A Visually Apparent and Quantifiable CT Imaging Feature Identifies Biophysical Subtypes of Pancreatic Ductal Adenocarcinoma. Clin Cancer Res. 2018;24(23):5883-94. Epub 2018/08/08. https://​doi.​org/​10.​1158/​1078-0432.​ccr-17-3668. PubMed PMID: 30082477; PubMed Central PMCID: PMCPMC6279613.
51.
go back to reference Khalvati F, Zhang Y, Baig S, Lobo-Mueller EM, Karanicolas P, Gallinger S, et al. Prognostic Value of CT Radiomic Features in Resectable Pancreatic Ductal Adenocarcinoma. Sci Rep. 2019;9(1):5449. Epub 2019/04/02. https://doi.org/10.1038/s41598-019-41728-7. PubMed PMID: 30931954; PubMed Central PMCID: PMCPMC6443807. Khalvati F, Zhang Y, Baig S, Lobo-Mueller EM, Karanicolas P, Gallinger S, et al. Prognostic Value of CT Radiomic Features in Resectable Pancreatic Ductal Adenocarcinoma. Sci Rep. 2019;9(1):5449. Epub 2019/04/02. https://​doi.​org/​10.​1038/​s41598-019-41728-7. PubMed PMID: 30931954; PubMed Central PMCID: PMCPMC6443807.
52.
go back to reference Nasief H, Zheng C, Schott D, Hall W, Tsai S, Erickson B, et al. A machine learning based delta-radiomics process for early prediction of treatment response of pancreatic cancer. NPJ Precis Oncol. 2019;3:25. Epub 2019/10/12. https://doi.org/10.1038/s41698-019-0096-z. PubMed PMID: 31602401; PubMed Central PMCID: PMCPMC6778189. Nasief H, Zheng C, Schott D, Hall W, Tsai S, Erickson B, et al. A machine learning based delta-radiomics process for early prediction of treatment response of pancreatic cancer. NPJ Precis Oncol. 2019;3:25. Epub 2019/10/12. https://​doi.​org/​10.​1038/​s41698-019-0096-z. PubMed PMID: 31602401; PubMed Central PMCID: PMCPMC6778189.
53.
go back to reference Nasief H, Hall W, Zheng C, Tsai S, Wang L, Erickson B, et al. Improving Treatment Response Prediction for Chemoradiation Therapy of Pancreatic Cancer Using a Combination of Delta-Radiomics and the Clinical Biomarker CA19-9. Front Oncol. 2019;9:1464. Epub 2020/01/24. https://doi.org/10.3389/fonc.2019.01464. PubMed PMID: 31970088; PubMed Central PMCID: PMCPMC6960122. Nasief H, Hall W, Zheng C, Tsai S, Wang L, Erickson B, et al. Improving Treatment Response Prediction for Chemoradiation Therapy of Pancreatic Cancer Using a Combination of Delta-Radiomics and the Clinical Biomarker CA19-9. Front Oncol. 2019;9:1464. Epub 2020/01/24. https://​doi.​org/​10.​3389/​fonc.​2019.​01464. PubMed PMID: 31970088; PubMed Central PMCID: PMCPMC6960122.
54.
go back to reference Borhani AA, Dewan R, Furlan A, Seiser N, Zureikat AH, Singhi AD, et al. Assessment of Response to Neoadjuvant Therapy Using CT Texture Analysis in Patients With Resectable and Borderline Resectable Pancreatic Ductal Adenocarcinoma. AJR Am J Roentgenol. 2020;214(2):362-9. Epub 2019/12/05. https://doi.org/10.2214/ajr.19.21152. PubMed PMID: 31799875. Borhani AA, Dewan R, Furlan A, Seiser N, Zureikat AH, Singhi AD, et al. Assessment of Response to Neoadjuvant Therapy Using CT Texture Analysis in Patients With Resectable and Borderline Resectable Pancreatic Ductal Adenocarcinoma. AJR Am J Roentgenol. 2020;214(2):362-9. Epub 2019/12/05. https://​doi.​org/​10.​2214/​ajr.​19.​21152. PubMed PMID: 31799875.
55.
go back to reference Agrawal MD, Pinho DF, Kulkarni NM, Hahn PF, Guimaraes AR, Sahani DV. Oncologic applications of dual-energy CT in the abdomen. Radiographics. 2014;34(3):589-612. doi: 10.1148/rg.343135041. PubMed PMID: 24819783. Agrawal MD, Pinho DF, Kulkarni NM, Hahn PF, Guimaraes AR, Sahani DV. Oncologic applications of dual-energy CT in the abdomen. Radiographics. 2014;34(3):589-612. doi: 10.1148/rg.343135041. PubMed PMID: 24819783.
56.
go back to reference Bhosale P, Le O, Balachandran A, Fox P, Paulson E, Tamm E. Quantitative and Qualitative Comparison of Single-Source Dual-Energy Computed Tomography and 120-kVp Computed Tomography for the Assessment of Pancreatic Ductal Adenocarcinoma. J Comput Assist Tomogr. 2015;39(6):907-13. Epub 2015/08/22. https://doi.org/10.1097/rct.0000000000000295. PubMed PMID: 26295192; PubMed Central PMCID: PMCPMC4644464. Bhosale P, Le O, Balachandran A, Fox P, Paulson E, Tamm E. Quantitative and Qualitative Comparison of Single-Source Dual-Energy Computed Tomography and 120-kVp Computed Tomography for the Assessment of Pancreatic Ductal Adenocarcinoma. J Comput Assist Tomogr. 2015;39(6):907-13. Epub 2015/08/22. https://​doi.​org/​10.​1097/​rct.​0000000000000295​. PubMed PMID: 26295192; PubMed Central PMCID: PMCPMC4644464.
57.
go back to reference Patel BN, Thomas JV, Lockhart ME, Berland LL, Morgan DE. Single-source dual-energy spectral multidetector CT of pancreatic adenocarcinoma: optimization of energy level viewing significantly increases lesion contrast. Clin Radiol. 2013;68(2):148-54. doi: 10.1016/j.crad.2012.06.108. PubMed PMID: 22889459. Patel BN, Thomas JV, Lockhart ME, Berland LL, Morgan DE. Single-source dual-energy spectral multidetector CT of pancreatic adenocarcinoma: optimization of energy level viewing significantly increases lesion contrast. Clin Radiol. 2013;68(2):148-54. doi: 10.1016/j.crad.2012.06.108. PubMed PMID: 22889459.
58.
go back to reference Kawamoto S, Fuld MK, Laheru D, Huang P, Fishman EK. Assessment of iodine uptake by pancreatic cancer following chemotherapy using dual-energy CT. Abdom Radiol (NY). 2018;43(2):445-56. doi: 10.1007/s00261-017-1338-6. PubMed PMID: 29473093. Kawamoto S, Fuld MK, Laheru D, Huang P, Fishman EK. Assessment of iodine uptake by pancreatic cancer following chemotherapy using dual-energy CT. Abdom Radiol (NY). 2018;43(2):445-56. doi: 10.1007/s00261-017-1338-6. PubMed PMID: 29473093.
59.
go back to reference Noda Y, Goshima S, Miyoshi T, Kawada H, Kawai N, Tanahashi Y, et al. Assessing Chemotherapeutic Response in Pancreatic Ductal Adenocarcinoma: Histogram Analysis of Iodine Concentration and CT Number in Single-Source Dual-Energy CT. AJR Am J Roentgenol. 2018;211(6):1221-6. doi: 10.2214/AJR.18.19791. PubMed PMID: 30332288. Noda Y, Goshima S, Miyoshi T, Kawada H, Kawai N, Tanahashi Y, et al. Assessing Chemotherapeutic Response in Pancreatic Ductal Adenocarcinoma: Histogram Analysis of Iodine Concentration and CT Number in Single-Source Dual-Energy CT. AJR Am J Roentgenol. 2018;211(6):1221-6. doi: 10.2214/AJR.18.19791. PubMed PMID: 30332288.
60.
go back to reference Noid G, Tai A, Schott D, Mistry N, Liu Y, Gilat-Schmidt T, et al. Technical Note: Enhancing soft tissue contrast and radiation-induced image changes with dual-energy CT for radiation therapy. Med Phys. 2018. doi: 10.1002/mp.13083. PubMed PMID: 29972868. Noid G, Tai A, Schott D, Mistry N, Liu Y, Gilat-Schmidt T, et al. Technical Note: Enhancing soft tissue contrast and radiation-induced image changes with dual-energy CT for radiation therapy. Med Phys. 2018. doi: 10.1002/mp.13083. PubMed PMID: 29972868.
61.
go back to reference Baliyan V, Kordbacheh H, Pourvaziri A, Serrao J, Joseph E, Sahani DV, et al. Rapid kVp-switching DECT portal venous phase abdominal CT scans in patients with large body habitus: image quality considerations. Abdom Radiol (NY). 2020. doi: 10.1007/s00261-020-02416-7. PubMed PMID: 31996988. Baliyan V, Kordbacheh H, Pourvaziri A, Serrao J, Joseph E, Sahani DV, et al. Rapid kVp-switching DECT portal venous phase abdominal CT scans in patients with large body habitus: image quality considerations. Abdom Radiol (NY). 2020. doi: 10.1007/s00261-020-02416-7. PubMed PMID: 31996988.
62.
go back to reference Thoeny HC, Ross BD. Predicting and monitoring cancer treatment response with diffusion-weighted MRI. Journal of magnetic resonance imaging : JMRI. 2010;32(1):2-16. doi: 10.1002/jmri.22167. PubMed PMID: 20575076; PubMed Central PMCID: PMC2918419. Thoeny HC, Ross BD. Predicting and monitoring cancer treatment response with diffusion-weighted MRI. Journal of magnetic resonance imaging : JMRI. 2010;32(1):2-16. doi: 10.1002/jmri.22167. PubMed PMID: 20575076; PubMed Central PMCID: PMC2918419.
63.
go back to reference Cuneo KC, Chenevert TL, Ben-Josef E, Feng MU, Greenson JK, Hussain HK, et al. A pilot study of diffusion-weighted MRI in patients undergoing neoadjuvant chemoradiation for pancreatic cancer. Transl Oncol. 2014;7(5):644-9. Epub 2014/11/13. https://doi.org/10.1016/j.tranon.2014.07.005. PubMed PMID: 25389460; PubMed Central PMCID: PMCPMC4225651. Cuneo KC, Chenevert TL, Ben-Josef E, Feng MU, Greenson JK, Hussain HK, et al. A pilot study of diffusion-weighted MRI in patients undergoing neoadjuvant chemoradiation for pancreatic cancer. Transl Oncol. 2014;7(5):644-9. Epub 2014/11/13. https://​doi.​org/​10.​1016/​j.​tranon.​2014.​07.​005. PubMed PMID: 25389460; PubMed Central PMCID: PMCPMC4225651.
64.
go back to reference Okada KI, Hirono S, Kawai M, Miyazawa M, Shimizu A, Kitahata Y, et al. Value of apparent diffusion coefficient prior to neoadjuvant therapy is a predictor of histologic response in patients with borderline resectable pancreatic carcinoma. J Hepatobiliary Pancreat Sci. 2017;24(3):161-8. Epub 2017/01/09. https://doi.org/10.1002/jhbp.430. PubMed PMID: 28064462. Okada KI, Hirono S, Kawai M, Miyazawa M, Shimizu A, Kitahata Y, et al. Value of apparent diffusion coefficient prior to neoadjuvant therapy is a predictor of histologic response in patients with borderline resectable pancreatic carcinoma. J Hepatobiliary Pancreat Sci. 2017;24(3):161-8. Epub 2017/01/09. https://​doi.​org/​10.​1002/​jhbp.​430. PubMed PMID: 28064462.
65.
go back to reference Dalah E, Erickson B, Oshima K, Schott D, Hall WA, Paulson E, et al. Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer. Transl Oncol. 2018;11(2):391-8. Epub 2018/02/20. https://doi.org/10.1016/j.tranon.2018.01.018. PubMed PMID: 29455085; PubMed Central PMCID: PMCPMC5852406. Dalah E, Erickson B, Oshima K, Schott D, Hall WA, Paulson E, et al. Correlation of ADC With Pathological Treatment Response for Radiation Therapy of Pancreatic Cancer. Transl Oncol. 2018;11(2):391-8. Epub 2018/02/20. https://​doi.​org/​10.​1016/​j.​tranon.​2018.​01.​018. PubMed PMID: 29455085; PubMed Central PMCID: PMCPMC5852406.
66.
go back to reference Okada KI, Kawai M, Hirono S, Kojima F, Tanioka K, Terada M, et al. Diffusion-weighted MRI predicts the histologic response for neoadjuvant therapy in patients with pancreatic cancer: a prospective study (DIFFERENT trial). Langenbecks Arch Surg. 2020;405(1):23-33. Epub 2020/01/30. https://doi.org/10.1007/s00423-020-01857-4. PubMed PMID: 31993737. Okada KI, Kawai M, Hirono S, Kojima F, Tanioka K, Terada M, et al. Diffusion-weighted MRI predicts the histologic response for neoadjuvant therapy in patients with pancreatic cancer: a prospective study (DIFFERENT trial). Langenbecks Arch Surg. 2020;405(1):23-33. Epub 2020/01/30. https://​doi.​org/​10.​1007/​s00423-020-01857-4. PubMed PMID: 31993737.
67.
go back to reference Nishiofuku H, Tanaka T, Marugami N, Sho M, Akahori T, Nakajima Y, et al. Increased tumour ADC value during chemotherapy predicts improved survival in unresectable pancreatic cancer. Eur Radiol. 2016;26(6):1835-42. Epub 2015/09/20. https://doi.org/10.1007/s00330-015-3999-2. PubMed PMID: 26385808; PubMed Central PMCID: PMCPMC4863905. Nishiofuku H, Tanaka T, Marugami N, Sho M, Akahori T, Nakajima Y, et al. Increased tumour ADC value during chemotherapy predicts improved survival in unresectable pancreatic cancer. Eur Radiol. 2016;26(6):1835-42. Epub 2015/09/20. https://​doi.​org/​10.​1007/​s00330-015-3999-2. PubMed PMID: 26385808; PubMed Central PMCID: PMCPMC4863905.
68.
go back to reference Chang JS, Choi SH, Lee Y, Kim KH, Park JY, Song SY, et al. Clinical usefulness of (1)(8)F-fluorodeoxyglucose-positron emission tomography in patients with locally advanced pancreatic cancer planned to undergo concurrent chemoradiation therapy. Int J Radiat Oncol Biol Phys. 2014;90(1):126-33. Epub 2014/07/13. https://doi.org/10.1016/j.ijrobp.2014.05.030. PubMed PMID: 25015206. Chang JS, Choi SH, Lee Y, Kim KH, Park JY, Song SY, et al. Clinical usefulness of (1)(8)F-fluorodeoxyglucose-positron emission tomography in patients with locally advanced pancreatic cancer planned to undergo concurrent chemoradiation therapy. Int J Radiat Oncol Biol Phys. 2014;90(1):126-33. Epub 2014/07/13. https://​doi.​org/​10.​1016/​j.​ijrobp.​2014.​05.​030. PubMed PMID: 25015206.
69.
go back to reference Topkan E, Parlak C, Kotek A, Yapar AF, Pehlivan B. Predictive value of metabolic 18FDG-PET response on outcomes in patients with locally advanced pancreatic carcinoma treated with definitive concurrent chemoradiotherapy. BMC Gastroenterol. 2011;11:123. Epub 2011/11/15. https://doi.org/10.1186/1471-230x-11-123. PubMed PMID: 22074002; PubMed Central PMCID: PMCPMC3224773. Topkan E, Parlak C, Kotek A, Yapar AF, Pehlivan B. Predictive value of metabolic 18FDG-PET response on outcomes in patients with locally advanced pancreatic carcinoma treated with definitive concurrent chemoradiotherapy. BMC Gastroenterol. 2011;11:123. Epub 2011/11/15. https://​doi.​org/​10.​1186/​1471-230x-11-123. PubMed PMID: 22074002; PubMed Central PMCID: PMCPMC3224773.
71.
go back to reference Truty MJ, Kendrick ML, Nagorney DM, Smoot RL, Cleary SP, Graham RP, et al. Factors Predicting Response, Perioperative Outcomes, and Survival Following Total Neoadjuvant Therapy for Borderline/Locally Advanced Pancreatic Cancer. Ann Surg. 2019. Epub 2019/04/05. https://doi.org/10.1097/sla.0000000000003284. PubMed PMID: 30946090. Truty MJ, Kendrick ML, Nagorney DM, Smoot RL, Cleary SP, Graham RP, et al. Factors Predicting Response, Perioperative Outcomes, and Survival Following Total Neoadjuvant Therapy for Borderline/Locally Advanced Pancreatic Cancer. Ann Surg. 2019. Epub 2019/04/05. https://​doi.​org/​10.​1097/​sla.​0000000000003284​. PubMed PMID: 30946090.
72.
go back to reference Broski SM, Goenka AH, Kemp BJ, Johnson GB. Clinical PET/MRI: 2018 Update. AJR American journal of roentgenology. 2018;211(2):295-313. doi: 10.2214/AJR.18.20001. PubMed PMID: 29949413. Broski SM, Goenka AH, Kemp BJ, Johnson GB. Clinical PET/MRI: 2018 Update. AJR American journal of roentgenology. 2018;211(2):295-313. doi: 10.2214/AJR.18.20001. PubMed PMID: 29949413.
74.
go back to reference Chen BB, Tien YW, Chang MC, Cheng MF, Chang YT, Yang SH, et al. Multiparametric PET/MR imaging biomarkers are associated with overall survival in patients with pancreatic cancer. Eur J Nucl Med Mol Imaging. 2018;45(7):1205-17. Epub 2018/02/25. https://doi.org/10.1007/s00259-018-3960-0. PubMed PMID: 29476229. Chen BB, Tien YW, Chang MC, Cheng MF, Chang YT, Yang SH, et al. Multiparametric PET/MR imaging biomarkers are associated with overall survival in patients with pancreatic cancer. Eur J Nucl Med Mol Imaging. 2018;45(7):1205-17. Epub 2018/02/25. https://​doi.​org/​10.​1007/​s00259-018-3960-0. PubMed PMID: 29476229.
75.
go back to reference Brendle C, Schwenzer NF, Rempp H, Schmidt H, Pfannenberg C, la Fougere C, et al. Assessment of metastatic colorectal cancer with hybrid imaging: comparison of reading performance using different combinations of anatomical and functional imaging techniques in PET/MRI and PET/CT in a short case series. European journal of nuclear medicine and molecular imaging. 2016;43(1):123-32. doi: 10.1007/s00259-015-3137-z. PubMed PMID: 26224536. Brendle C, Schwenzer NF, Rempp H, Schmidt H, Pfannenberg C, la Fougere C, et al. Assessment of metastatic colorectal cancer with hybrid imaging: comparison of reading performance using different combinations of anatomical and functional imaging techniques in PET/MRI and PET/CT in a short case series. European journal of nuclear medicine and molecular imaging. 2016;43(1):123-32. doi: 10.1007/s00259-015-3137-z. PubMed PMID: 26224536.
76.
go back to reference Garg I, Panda A, Johnson GB, Truty M, Venkatesh SK, Fidler JL, et al. Integrated Time-Of-Flight 18F-FDG PET/MRI For Assessment of Pathologic Response to Neo-Adjuvant Chemo-Radiotherapy in Borderline Resectable Pancreatic Ductal Adencarcinoma. Radiological Society of North America; Chicago2019. Garg I, Panda A, Johnson GB, Truty M, Venkatesh SK, Fidler JL, et al. Integrated Time-Of-Flight 18F-FDG PET/MRI For Assessment of Pathologic Response to Neo-Adjuvant Chemo-Radiotherapy in Borderline Resectable Pancreatic Ductal Adencarcinoma. Radiological Society of North America; Chicago2019.
77.
go back to reference Boeck S, Wittwer C, Heinemann V, Haas M, Kern C, Stieber P, et al. Cytokeratin 19-fragments (CYFRA 21-1) as a novel serum biomarker for response and survival in patients with advanced pancreatic cancer. Br J Cancer. 2013;108(8):1684-94. Epub 2013/04/13. https://doi.org/10.1038/bjc.2013.158. PubMed PMID: 23579210; PubMed Central PMCID: PMCPMC3668481. Boeck S, Wittwer C, Heinemann V, Haas M, Kern C, Stieber P, et al. Cytokeratin 19-fragments (CYFRA 21-1) as a novel serum biomarker for response and survival in patients with advanced pancreatic cancer. Br J Cancer. 2013;108(8):1684-94. Epub 2013/04/13. https://​doi.​org/​10.​1038/​bjc.​2013.​158. PubMed PMID: 23579210; PubMed Central PMCID: PMCPMC3668481.
78.
go back to reference Tsutsumi K, Kawamoto H, Hirao K, Sakakihara I, Yamamoto N, Noma Y, et al. Monitoring of CA19-9 and SPan-1 can facilitate the earlier confirmation of progressing pancreatic cancer during chemotherapy. Pancreatology. 2012;12(5):409-16. Epub 2012/11/07. https://doi.org/10.1016/j.pan.2012.07.009. PubMed PMID: 23127528. Tsutsumi K, Kawamoto H, Hirao K, Sakakihara I, Yamamoto N, Noma Y, et al. Monitoring of CA19-9 and SPan-1 can facilitate the earlier confirmation of progressing pancreatic cancer during chemotherapy. Pancreatology. 2012;12(5):409-16. Epub 2012/11/07. https://​doi.​org/​10.​1016/​j.​pan.​2012.​07.​009. PubMed PMID: 23127528.
79.
go back to reference van der Sijde F, Vietsch EE, Mustafa DAM, Besselink MG, Groot Koerkamp B, van Eijck CHJ. Circulating Biomarkers for Prediction of Objective Response to Chemotherapy in Pancreatic Cancer Patients. Cancers (Basel). 2019;11(1). Epub 2019/01/18. https://doi.org/10.3390/cancers11010093. PubMed PMID: 30650521; PubMed Central PMCID: PMCPMC6356815. van der Sijde F, Vietsch EE, Mustafa DAM, Besselink MG, Groot Koerkamp B, van Eijck CHJ. Circulating Biomarkers for Prediction of Objective Response to Chemotherapy in Pancreatic Cancer Patients. Cancers (Basel). 2019;11(1). Epub 2019/01/18. https://​doi.​org/​10.​3390/​cancers11010093. PubMed PMID: 30650521; PubMed Central PMCID: PMCPMC6356815.
80.
go back to reference Kruger S, Heinemann V, Ross C, Diehl F, Nagel D, Ormanns S, et al. Repeated mutKRAS ctDNA measurements represent a novel and promising tool for early response prediction and therapy monitoring in advanced pancreatic cancer. Ann Oncol. 2018;29(12):2348-55. Epub 2018/10/23. https://doi.org/10.1093/annonc/mdy417. PubMed PMID: 30346475. Kruger S, Heinemann V, Ross C, Diehl F, Nagel D, Ormanns S, et al. Repeated mutKRAS ctDNA measurements represent a novel and promising tool for early response prediction and therapy monitoring in advanced pancreatic cancer. Ann Oncol. 2018;29(12):2348-55. Epub 2018/10/23. https://​doi.​org/​10.​1093/​annonc/​mdy417. PubMed PMID: 30346475.
81.
go back to reference Cheng H, Liu C, Jiang J, Luo G, Lu Y, Jin K, et al. Analysis of ctDNA to predict prognosis and monitor treatment responses in metastatic pancreatic cancer patients. Int J Cancer. 2017;140(10):2344-50. doi: 10.1002/ijc.30650. PubMed PMID: 28205231. Cheng H, Liu C, Jiang J, Luo G, Lu Y, Jin K, et al. Analysis of ctDNA to predict prognosis and monitor treatment responses in metastatic pancreatic cancer patients. Int J Cancer. 2017;140(10):2344-50. doi: 10.1002/ijc.30650. PubMed PMID: 28205231.
82.
go back to reference Perets R, Greenberg O, Shentzer T, Semenisty V, Epelbaum R, Bick T, et al. Mutant KRAS Circulating Tumor DNA Is an Accurate Tool for Pancreatic Cancer Monitoring. Oncologist. 2018;23(5):566-72. Epub 2018/01/27. https://doi.org/10.1634/theoncologist.2017-0467. PubMed PMID: 29371474; PubMed Central PMCID: PMCPMC5947453. Perets R, Greenberg O, Shentzer T, Semenisty V, Epelbaum R, Bick T, et al. Mutant KRAS Circulating Tumor DNA Is an Accurate Tool for Pancreatic Cancer Monitoring. Oncologist. 2018;23(5):566-72. Epub 2018/01/27. https://​doi.​org/​10.​1634/​theoncologist.​2017-0467. PubMed PMID: 29371474; PubMed Central PMCID: PMCPMC5947453.
83.
go back to reference Palagani V, El Khatib M, Krech T, Manns MP, Malek NP, Plentz RR. Decrease of CD44-positive cells correlates with tumor response to chemotherapy in patients with gastrointestinal cancer. Anticancer Res. 2012;32(5):1747-55. Epub 2012/05/18. PubMed PMID: 22593456. Palagani V, El Khatib M, Krech T, Manns MP, Malek NP, Plentz RR. Decrease of CD44-positive cells correlates with tumor response to chemotherapy in patients with gastrointestinal cancer. Anticancer Res. 2012;32(5):1747-55. Epub 2012/05/18. PubMed PMID: 22593456.
84.
go back to reference Henn V, Slupsky JR, Grafe M, Anagnostopoulos I, Forster R, Muller-Berghaus G, et al. CD40 ligand on activated platelets triggers an inflammatory reaction of endothelial cells. Nature. 1998;391(6667):591-4. Epub 1998/02/19. https://doi.org/10.1038/35393. PubMed PMID: 9468137. Henn V, Slupsky JR, Grafe M, Anagnostopoulos I, Forster R, Muller-Berghaus G, et al. CD40 ligand on activated platelets triggers an inflammatory reaction of endothelial cells. Nature. 1998;391(6667):591-4. Epub 1998/02/19. https://​doi.​org/​10.​1038/​35393. PubMed PMID: 9468137.
85.
go back to reference Azzariti A, Brunetti O, Porcelli L, Graziano G, Iacobazzi RM, Signorile M, et al. Potential predictive role of chemotherapy-induced changes of soluble CD40 ligand in untreated advanced pancreatic ductal adenocarcinoma. Onco Targets Ther. 2016;9:4681-6. Epub 2016/08/25. https://doi.org/10.2147/ott.s106496. PubMed PMID: 27555786; PubMed Central PMCID: PMCPMC4968860. Azzariti A, Brunetti O, Porcelli L, Graziano G, Iacobazzi RM, Signorile M, et al. Potential predictive role of chemotherapy-induced changes of soluble CD40 ligand in untreated advanced pancreatic ductal adenocarcinoma. Onco Targets Ther. 2016;9:4681-6. Epub 2016/08/25. https://​doi.​org/​10.​2147/​ott.​s106496. PubMed PMID: 27555786; PubMed Central PMCID: PMCPMC4968860.
87.
go back to reference Wittwer C, Boeck S, Heinemann V, Haas M, Stieber P, Nagel D, et al. Soluble receptor of advanced glycation end products (sRAGE) indicates response to chemotherapy in pancreatic cancer patients. Int J Clin Pharmacol Ther. 2013;51(1):67-9. Epub 2012/12/25. https://doi.org/10.5414/cpp51067. PubMed PMID: 23260004. Wittwer C, Boeck S, Heinemann V, Haas M, Stieber P, Nagel D, et al. Soluble receptor of advanced glycation end products (sRAGE) indicates response to chemotherapy in pancreatic cancer patients. Int J Clin Pharmacol Ther. 2013;51(1):67-9. Epub 2012/12/25. https://​doi.​org/​10.​5414/​cpp51067. PubMed PMID: 23260004.
Metadata
Title
Therapeutic response assessment in pancreatic ductal adenocarcinoma: society of abdominal radiology review paper on the role of morphological and functional imaging techniques
Authors
Zhen J. Wang
Hina Arif-Tiwari
Atif Zaheer
Sanaz Ameli
Priya R. Bhosale
Richard K. Do
Ajit H. Goenka
Alexander R. Guimares
Guillermo P. Sangster
Erik V. Soloff
Eric P. Tamm
Marc Zins
Avinash R. Kambadakone
Publication date
01-12-2020
Publisher
Springer US
Published in
Abdominal Radiology / Issue 12/2020
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-020-02723-z

Other articles of this Issue 12/2020

Abdominal Radiology 12/2020 Go to the issue

Special section: Prostate cancer update

Tips to start an MR-US fusion biopsy program