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Saha A, Wadsley J, Sirohi B, Goody R, Anthony A, Perumal K, Ulahanan D, Collinson F. Can Concurrent Chemoradiotherapy Add Meaningful Benefit in Addition to Induction Chemotherapy in the Management of Borderline Resectable and Locally Advanced Pancreatic Cancer?: A Systematic Review. Pancreas 2023; 52:e7-e20. [PMID: 37378896 DOI: 10.1097/mpa.0000000000002215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
OBJECTIVES The role of concomitant chemoradiotherapy or radiotherapy (RT) after induction chemotherapy (IC) in borderline resectable and locally advanced pancreatic ductal adenocarcinoma is debatable. This systematic review aimed to explore this. METHODS We searched PubMed, MEDLINE, EMBASE, and Cochrane database. Studies were selected reporting outcomes on resection rate, R0 resection, pathological response, radiological response, progression-free survival, overall survival, local control, morbidity, and mortality. RESULTS The search resulted in 6635 articles. After 2 rounds of screening, 34 publications were selected. We found 3 randomized controlled studies and 1 prospective cohort study, and the rest were retrospective studies. There is consistent evidence that addition of concomitant chemoradiotherapy or RT after IC improves pathological response and local control. There are conflicting results in terms of other outcomes. CONCLUSIONS Concomitant chemoradiotherapy or RT after IC improves local control and pathological response in borderline resectable and locally advanced pancreatic ductal adenocarcinoma. The role of modern RT in improving other outcome requires further research.
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Affiliation(s)
- Animesh Saha
- From the Department of Radiation Oncology, Apollo Multispecilty Hospitals, Kolkata, India
| | - Jonathan Wadsley
- Department of Clinical Oncology, Weston Park Cancer Centre, Sheffield, United Kingdom
| | - Bhawna Sirohi
- Department of Medical Oncology, Apollo Proton Cancer Centre, Chennai, India
| | | | - Alan Anthony
- Medical Oncology, Leeds Cancer Center, Leeds, United Kingdom
| | | | - Danny Ulahanan
- Medical Oncology, Leeds Cancer Center, Leeds, United Kingdom
| | - Fiona Collinson
- Medical Oncology, Leeds Cancer Center, Leeds, United Kingdom
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Rustgi SD, Zylberberg HM, Amin S, Aronson A, Nagula S, DiMaio CJ, Kumta NA, Lucas AL. Use of endoscopic ultrasound for pancreatic cancer from 2000 to 2016. Endosc Int Open 2022; 10:E19-E29. [PMID: 35047331 PMCID: PMC8759943 DOI: 10.1055/a-1608-0856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 08/10/2021] [Indexed: 11/26/2022] Open
Abstract
Background and study aims Pancreatic cancer (PC) is the fourth most common cause of cancer death in the United States. Previous studies have suggested a survival benefit for endoscopic ultrasound (EUS), an important tool for diagnosis and staging of PC. This study aims to describe EUS use over time and identify factors associated with EUS use and its impact on survival. Patients and methods This was a retrospective review of the Surveillance, Epidemiology and End Results (SEER) database linked with Medicare claims. EUS use, clinical and demographic characteristics were evaluated. Chi-squared analysis, Cochran-Armitage test for trend, and logistic regression were used to identify associations between sociodemographic and clinical factors and EUS. Kaplan-Meier and Cox proportional hazard ratios were used for survival analysis. Results EUS use rose during the time period, from 7.4 % of patients in 2000 to 32.4 % in 2015. Patient diversity increased, with a rising share of older, non-White patients with higher Charlson comorbidity scores. Both clinical (receipt of other therapies, PC stage) and nonclinical factors (region of country, year of diagnosis) were associated with receipt of EUS. While EUS was associated with a survival improvement early in the study period, this effect did not persist for PC patients diagnosed in 2012 to 2015 (median survival 3 month ± standard deviation [SD] 9.8 months without vs. 4 months ± SD 8 months with EUS). Conclusions Our data support previous studies, which suggest a survival benefit for EUS when it was infrequently used, but finds that benefit was attenuated as EUS became more widely available.
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Affiliation(s)
- Sheila D. Rustgi
- Division of Digestive and Liver Diseases, Columbia University Irving Medical Center, New York, New York, United States
| | - Haley M. Zylberberg
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Sunil Amin
- Division of Gastroenterology, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States
| | - Anne Aronson
- Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, United States
| | - Satish Nagula
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY,Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, United States
| | - Christopher J. DiMaio
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY,Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, United States
| | - Nikhil A. Kumta
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY,Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, United States
| | - Aimee L. Lucas
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY,Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, United States
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Iancu I, Bartoș A, Cioltean CL, Breazu C, Iancu C, Bartoș D. Role of radio-ablative technique for optimizing the survival of patients with locally advanced pancreatic adenocarcinoma (Review). Exp Ther Med 2021; 22:853. [PMID: 34178126 PMCID: PMC8220652 DOI: 10.3892/etm.2021.10285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 05/05/2021] [Indexed: 12/19/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most common and frequently diagnosed malignant tumor of the pancreas with few treatment options and poor life expectancy. Despite the advances in the surgical field, 40% of the patients are diagnosed with locally advanced disease which is not suitable for surgery. Radio-frequency ablation (RFA) has been described as a new ‘weapon’ in the multimodal treatment of PDAC, representing a cytoreductive procedure which must be completed with radiotherapy or chemo-radiotherapy. A systematic research was carried out utilizing the PubMed database in regards to this subject, to evaluate the role of RFA in PDAC management. Abstracts, letters-to-the-editor and non-English language manuscripts were excluded. The literature showed that RFA can be used in open and laparoscopic surgery but it is also feasible for endoscopic ultrasound (EUS-guided RFA) or percutaneous approach. Even though we found optimistic and encouraging reports on overall survival (OS), randomized studies are still required to corroborate these findings. Our review research underline that surgical resection remains the only radical treatment option, RFA being a safe and feasible technique reserved for unresectable, non-metastatic pancreatic tumors. Its combination with oncological treatment can improve the OS of these patients.
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Affiliation(s)
- Ioana Iancu
- Department of Surgery, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.,Anatomy and Embryology Department, 'Iuliu Hațieganu' University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
| | - Adrian Bartoș
- Department of Surgery, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.,Department of Surgery, 'Iuliu Hațieganu' University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania
| | - Cristian Liviu Cioltean
- Department of Surgery, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania
| | - Caius Breazu
- Department of Surgery, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.,Department of Anesthesiology and Intensive Care, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania
| | - Cornel Iancu
- Department of Surgery, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania
| | - Dana Bartoș
- Department of Surgery, Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.,Anatomy and Embryology Department, 'Iuliu Hațieganu' University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
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4
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Pancreatic Cancer: "Whether to Cross the Border"? Indian J Surg Oncol 2021; 12:235-237. [PMID: 34295062 DOI: 10.1007/s13193-021-01341-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 04/29/2021] [Indexed: 10/21/2022] Open
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Lindemann J, du Toit L, Kotze U, Bernon M, Krige J, Jonas E. Survival equivalence in patients treated for borderline resectable and unresectable locally advanced pancreatic ductal adenocarcinoma: a systematic review and network meta-analysis. HPB (Oxford) 2021; 23:173-186. [PMID: 33268268 DOI: 10.1016/j.hpb.2020.09.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 08/04/2020] [Accepted: 09/29/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND The clinical relevance of subdivision of non-metastatic pancreatic ductal adenocarcinoma (PDAC) into locally advanced borderline resectable (LA-BR) and locally advanced unresectable (LA-UR) has been questioned. We assessed equivalence of overall survival (OS) in patients with LA-BR and LA-UR PDAC. METHODS A systematic review was performed of studies published January 1, 2009 to August 21, 2019, reporting OS for LA-BR and LA-UR patients treated with or without neoadjuvant therapy (NAT), with or without surgical resection. A frequentist network meta-analysis was used to assess the primary outcome (hazard ratio for OS) and secondary outcomes (OS in LA-BR, LA-UR, and upfront resectable (UFR) PDAC). RESULTS Thirty-nine studies, comprising 14,065 patients in a network of eight unique treatment subgroups were analysed. Overall survival was better for LA-BR than LA-UR patients following surgery both with and without NAT. Neoadjuvant therapy prior to surgery was associated with longer OS for UFR, LA-BR, and LA-UR tumours, compared to upfront surgery. CONCLUSION Survival between the LA-BR and LA-UR subgroups was not equivalent. This subdivision is useful for prognostication, but likely unhelpful in treatment decision making. Our data supports NAT regardless of initial disease extent. Individual patient data assessment is needed to accurately estimate the benefit of NAT.
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Affiliation(s)
- Jessica Lindemann
- Surgical Gastroenterology Unit, Division of General Surgery, University of Cape Town Health Sciences Faculty and Groote Schuur Hospital, Anzio Road, Observatory, 7925, Cape Town, South Africa; Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Saint Louis, MO, 63110, USA
| | - Leon du Toit
- Department of Anaesthesia and Perioperative Medicine, University of Cape Town Health Sciences Faculty and Groote Schuur Hospital, Anzio Road, Observatory, 7925, Cape Town, South Africa
| | - Urda Kotze
- Surgical Gastroenterology Unit, Division of General Surgery, University of Cape Town Health Sciences Faculty and Groote Schuur Hospital, Anzio Road, Observatory, 7925, Cape Town, South Africa
| | - Marc Bernon
- Surgical Gastroenterology Unit, Division of General Surgery, University of Cape Town Health Sciences Faculty and Groote Schuur Hospital, Anzio Road, Observatory, 7925, Cape Town, South Africa
| | - Jake Krige
- Surgical Gastroenterology Unit, Division of General Surgery, University of Cape Town Health Sciences Faculty and Groote Schuur Hospital, Anzio Road, Observatory, 7925, Cape Town, South Africa
| | - Eduard Jonas
- Surgical Gastroenterology Unit, Division of General Surgery, University of Cape Town Health Sciences Faculty and Groote Schuur Hospital, Anzio Road, Observatory, 7925, Cape Town, South Africa.
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Takahashi M, Nojima H, Kuboki S, Horikoshi T, Yokota T, Yoshitomi H, Furukawa K, Takayashiki T, Takano S, Ohtsuka M. Comparing prognostic factors of Glut-1 expression and maximum standardized uptake value by FDG-PET in patients with resectable pancreatic cancer. Pancreatology 2020; 20:1205-1212. [PMID: 32819845 DOI: 10.1016/j.pan.2020.07.407] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 07/09/2020] [Accepted: 07/29/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND This study aimed to assess the prognostic values of preoperative maximum standardized uptake value (SUVmax) of primary pancreatic tumors and Glut-1 expression in patients with resectable pancreatic ductal adenocarcinoma (R-PDAC), and to investigate whether Glut-1 expression is more effective than SUVmax in predicting survival in patients with R-PDAC. METHODS We investigated 101 R-PDAC patients who underwent pancreatectomy for pancreatic cancer treatment. SUVmax analyzed through 18F-fluoro-2-deoxyglucose positron emission tomography/computed tomography (18F-FDG-PET/CT), and Glut-1 expression, were assessed for predicting the prognosis of patients with R-PDAC. RESULTS In patients with R-PDAC, the high SUVmax group (≥4.25) had significantly shorter overall survival (OS) and disease-free survival (DFS) than the low SUVmax group (<4.25). Surprisingly, Glut-1 expression was not significantly correlated with SUVmax. Moreover, the high Glut-1 expression group, which was related to higher levels of CA 19-9, had significantly shorter OS and DFS than the low Glut-1 expression group. Furthermore, among the high SUVmax group, OS and DFS were significantly shorter in the high Glut-1 expression group. Multivariate analyses revealed that Glut-1 overexpression was an independent prognostic factor in patients with R-PDAC. Glut-1 knockdown also induced cell cycle arrest in PDAC cells in vitro. CONCLUSIONS The study determined that Glut-1 overexpression is a more powerful prognostic factor than SUVmax for predicting OS and higher risk of recurrence in R-PDAC patients. Glut-1 overexpression is also more likely to be associated with malignant activity in PDAC patients.
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Affiliation(s)
- Makoto Takahashi
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hiroyuki Nojima
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan; Department of Surgery, Teikyo Chiba Medical Center, Chiba, Japan.
| | - Satoshi Kuboki
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Takuro Horikoshi
- Department of Radiology, Graduate School of Medicine, Chiba University, Japan
| | - Tetsuo Yokota
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hideyuki Yoshitomi
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Katsunori Furukawa
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Tsukasa Takayashiki
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Shigetsugu Takano
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Masayuki Ohtsuka
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
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7
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Honselmann KC, Pergolini I, Castillo CFD, Deshpande V, Ting D, Taylor MS, Bolm L, Qadan M, Wellner U, Sandini M, Bausch D, Warshaw AL, Lillemoe KD, Keck T, Ferrone CR. Timing But Not Patterns of Recurrence Is Different Between Node-negative and Node-positive Resected Pancreatic Cancer. Ann Surg 2020; 272:357-365. [PMID: 32675550 PMCID: PMC6639153 DOI: 10.1097/sla.0000000000003123] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Our aim was to evaluate recurrence patterns of surgically resected PDAC patients with negative (pN0) or positive (pN1) lymph nodes. SUMMARY BACKGROUND DATA Pancreatic ductal adenocarcinoma (PDAC) is predicted to become the second leading cause of cancer death by 2030. This is mostly due to early local and distant metastasis, even after surgical resection. Knowledge about patterns of recurrence in different patient populations could offer new therapeutic avenues. METHODS Clinicopathologic data were collected for 546 patients who underwent resection of their PDAC between 2005 and 2016 from 2 tertiary university centers. Patients were divided into an upfront resection group (n = 394) and a neoadjuvant group (n = 152). RESULTS Tumor recurrence was significantly less common in pN0 patients as compared with pN1 patients, (upfront surgery: 55% vs. 77%, P < 0.001 and 64% vs. 78%, P = 0.040 in the neoadjuvant group). In addition, time to recurrence was significantly longer in pN0 versus pN1 patients in the upfront resected patients (median 16 mo pN0 vs. 10 mo pN1 P < 0.001), and the neoadjuvant group (pN0 21 mo vs. 11 mo pN1, P < 0.001). Of the patients who recurred, 62% presented with distant metastases (63% of pN0 and 62% of pN1, P = 0.553), 24% with local disease (27% of pN0 and 23% of pN1, P = 0.672) and 14% with synchronous local and distant disease (10% of pN0 and 15% of pN1, P = 0.292). Similarly, there was no difference in recurrence patterns between pN0 and pN1 in the neoadjuvant group, in which 68% recurred with distant metastases (76% of pN0 and 64% of pN1, P = 0.326) and 18% recurred with local disease (pN0: 22% and pN1: 15%, P = 0.435). CONCLUSION Time to recurrence was significantly longer for pN0 patients. However, patterns of recurrence for pN0 vs. pN1 patients were identical. Lymph node status was predictive of time to recurrence, but not location of recurrence.
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Affiliation(s)
- Kim C Honselmann
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Ilaria Pergolini
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Carlos Fernandez-Del Castillo
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Vikram Deshpande
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - David Ting
- MGH Cancer Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Martin S Taylor
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Louisa Bolm
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Motaz Qadan
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Ulrich Wellner
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Marta Sandini
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Dirk Bausch
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Andrew L Warshaw
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Keith D Lillemoe
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Tobias Keck
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Cristina R Ferrone
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
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Janssen QP, Buettner S, Suker M, Beumer BR, Addeo P, Bachellier P, Bahary N, Bekaii-Saab T, Bali MA, Besselink MG, Boone BA, Chau I, Clarke S, Dillhoff M, El-Rayes BF, Frakes JM, Grose D, Hosein PJ, Jamieson NB, Javed AA, Khan K, Kim KP, Kim SC, Kim SS, Ko AH, Lacy J, Margonis GA, McCarter MD, McKay CJ, Mellon EA, Moorcraft SY, Okada KI, Paniccia A, Parikh PJ, Peters NA, Rabl H, Samra J, Tinchon C, van Tienhoven G, van Veldhuisen E, Wang-Gillam A, Weiss MJ, Wilmink JW, Yamaue H, Homs MYV, van Eijck CHJ, Katz MHG, Groot Koerkamp B. Neoadjuvant FOLFIRINOX in Patients With Borderline Resectable Pancreatic Cancer: A Systematic Review and Patient-Level Meta-Analysis. J Natl Cancer Inst 2019; 111:782-794. [PMID: 31086963 PMCID: PMC6695305 DOI: 10.1093/jnci/djz073] [Citation(s) in RCA: 215] [Impact Index Per Article: 35.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 12/19/2018] [Accepted: 04/22/2019] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND FOLFIRINOX is a standard treatment for metastatic pancreatic cancer patients. The effectiveness of neoadjuvant FOLFIRINOX in patients with borderline resectable pancreatic cancer (BRPC) remains debated. METHODS We performed a systematic review and patient-level meta-analysis on neoadjuvant FOLFIRINOX in patients with BRPC. Studies with BRPC patients who received FOLFIRINOX as first-line neoadjuvant treatment were included. The primary endpoint was overall survival (OS), and secondary endpoints were progression-free survival, resection rate, R0 resection rate, and grade III-IV adverse events. Patient-level survival outcomes were obtained from authors of the included studies and analyzed using the Kaplan-Meier method. RESULTS We included 24 studies (8 prospective, 16 retrospective), comprising 313 (38.1%) BRPC patients treated with FOLFIRINOX. Most studies (n = 20) presented intention-to-treat results. The median number of administered neoadjuvant FOLFIRINOX cycles ranged from 4 to 9. The resection rate was 67.8% (95% confidence interval [CI] = 60.1% to 74.6%), and the R0-resection rate was 83.9% (95% CI = 76.8% to 89.1%). The median OS varied from 11.0 to 34.2 months across studies. Patient-level survival data were obtained for 20 studies representing 283 BRPC patients. The patient-level median OS was 22.2 months (95% CI = 18.8 to 25.6 months), and patient-level median progression-free survival was 18.0 months (95% CI = 14.5 to 21.5 months). Pooled event rates for grade III-IV adverse events were highest for neutropenia (17.5 per 100 patients, 95% CI = 10.3% to 28.3%), diarrhea (11.1 per 100 patients, 95% CI = 8.6 to 14.3), and fatigue (10.8 per 100 patients, 95% CI = 8.1 to 14.2). No deaths were attributed to FOLFIRINOX. CONCLUSIONS This patient-level meta-analysis of BRPC patients treated with neoadjuvant FOLFIRINOX showed a favorable median OS, resection rate, and R0-resection rate. These results need to be assessed in a randomized trial.
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Affiliation(s)
| | - Stefan Buettner
- See the Notes section for the full list of authors’ affiliations
| | - Mustafa Suker
- See the Notes section for the full list of authors’ affiliations
| | - Berend R Beumer
- See the Notes section for the full list of authors’ affiliations
| | - Pietro Addeo
- See the Notes section for the full list of authors’ affiliations
| | | | - Nathan Bahary
- See the Notes section for the full list of authors’ affiliations
| | | | - Maria A Bali
- See the Notes section for the full list of authors’ affiliations
| | - Marc G Besselink
- See the Notes section for the full list of authors’ affiliations
| | - Brian A Boone
- See the Notes section for the full list of authors’ affiliations
| | - Ian Chau
- See the Notes section for the full list of authors’ affiliations
| | - Stephen Clarke
- See the Notes section for the full list of authors’ affiliations
| | - Mary Dillhoff
- See the Notes section for the full list of authors’ affiliations
| | | | - Jessica M Frakes
- See the Notes section for the full list of authors’ affiliations
| | - Derek Grose
- See the Notes section for the full list of authors’ affiliations
| | - Peter J Hosein
- See the Notes section for the full list of authors’ affiliations
| | - Nigel B Jamieson
- See the Notes section for the full list of authors’ affiliations
| | - Ammar A Javed
- See the Notes section for the full list of authors’ affiliations
| | - Khurum Khan
- See the Notes section for the full list of authors’ affiliations
| | - Kyu-Pyo Kim
- See the Notes section for the full list of authors’ affiliations
| | - Song Cheol Kim
- See the Notes section for the full list of authors’ affiliations
| | - Sunhee S Kim
- See the Notes section for the full list of authors’ affiliations
| | - Andrew H Ko
- See the Notes section for the full list of authors’ affiliations
| | - Jill Lacy
- See the Notes section for the full list of authors’ affiliations
| | | | | | - Colin J McKay
- See the Notes section for the full list of authors’ affiliations
| | - Eric A Mellon
- See the Notes section for the full list of authors’ affiliations
| | | | - Ken-Ichi Okada
- See the Notes section for the full list of authors’ affiliations
| | | | - Parag J Parikh
- See the Notes section for the full list of authors’ affiliations
| | - Niek A Peters
- See the Notes section for the full list of authors’ affiliations
| | - Hans Rabl
- See the Notes section for the full list of authors’ affiliations
| | - Jaswinder Samra
- See the Notes section for the full list of authors’ affiliations
| | | | | | | | | | - Matthew J Weiss
- See the Notes section for the full list of authors’ affiliations
| | | | - Hiroki Yamaue
- See the Notes section for the full list of authors’ affiliations
| | | | | | - Matthew H G Katz
- See the Notes section for the full list of authors’ affiliations
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Hu Q, Wang D, Chen Y, Li X, Cao P, Cao D. Network meta-analysis comparing neoadjuvant chemoradiation, neoadjuvant chemotherapy and upfront surgery in patients with resectable, borderline resectable, and locally advanced pancreatic ductal adenocarcinoma. Radiat Oncol 2019; 14:120. [PMID: 31291998 PMCID: PMC6617703 DOI: 10.1186/s13014-019-1330-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 06/27/2019] [Indexed: 02/08/2023] Open
Abstract
PURPOSE Neoadjuvant chemoradiation or chemotherapy has improved the treatment efficacy of patients with resectable, borderline resectable, and locally advanced pancreatic ductal adenocarcinoma (PDAC). Due to the optimal regimen remains inconclusive, we aimed to compare these treatments in terms of margin negative (R0) resection rate and overall survival (OS) with Bayesian analysis. PATIENTS AND METHODS We reviewed literature titles and abstracts comparing three treatment strategies (neoadjuvant chemoradiation, neoadjuvant chemotherapy, and upfront surgery) in PubMed, Embase, Cochrane Library, the American Society of Clinical Oncology and ClinicalTrials.gov database from 2009 to 2018 to estimate relative odds ratios (ORs) for margin negative (R0) resection rate and hazard ratios (HRs) for overall survival (OS) in all include trials. RESULTS A total of 14 literatures with 1056 patients were enrolled in this Bayesian analysis. In the pairwise meta-analysis from limited head-to-head studies, compared with neoadjuvant chemotherapy, neoadjuvant chemoradiation showed superior OS significantly (HR 0.8, 95% CI 0.60-0.99, p < 0.001) and there was no significant difference in R0 resection rate (OR 1.02, 95%CI 0.45-2.33, I2 = 34.6%). However, in the network meta-analysis from all enrolled clinical trials, neoadjuvant chemoradiation showed significantly higher R0 resection rate over upfront surgery (HR 0.15, 95% CrI 0.02-0.56), whereas neoadjuvant chemotherapy did not provide better efficacy in R0 resection over upfront surgery (HR 0.42, 95% CrI 0.02-4.41). For R0 resection rate, neoadjuvant chemoradiation has the highest probability of ranking one compared with neoadjuvant chemotherapy or upfront surgery (79% vs 21% vs 0%). For OS, neoadjuvant chemotherapy has the highest probability of ranking one compared with neoadjuvant chemoradiation or upfront surgery (98% vs 0% vs 2%). Neoadjuvant chemotherapy was associated with higher rates of postoperative complications (rank worst: 84%), followed by neoadjuvant chemoradiotherapy (13%) and upfront surgery (3%). CONCLUSIONS Different neoadjuvant treatment was selected based on various purposes, whether increasing R0 resection rate or not. Future clinical trials comparing neoadjuvant chemoradiation with neoadjuvant chemotherapy are warranted to confirm our results.
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Affiliation(s)
- Qiancheng Hu
- Department of Abdominal Oncology, Cancer Center, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041 China
| | - Dan Wang
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Ye Chen
- Department of Abdominal Oncology, Cancer Center, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041 China
| | - Xiaofen Li
- Department of Abdominal Oncology, Cancer Center, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041 China
| | - Peng Cao
- Department of Abdominal Oncology, Cancer Center, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041 China
| | - Dan Cao
- Department of Abdominal Oncology, Cancer Center, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041 China
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10
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Rustgi SD, Amin S, Yang A, Kim MK, Nagula S, Kumta NA, DiMaio CJ, Boffetta P, Lucas AL. Preoperative Endoscopic Retrograde Cholangiopancreatography Is Not Associated With Increased Pancreatic Cancer Mortality. Clin Gastroenterol Hepatol 2019; 17:1580-1586.e4. [PMID: 30529734 DOI: 10.1016/j.cgh.2018.11.056] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 11/21/2018] [Accepted: 11/29/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Endoscopic retrograde cholangiopancreatography (ERCP) before surgery for pancreatic cancer has been associated with infectious complications after surgery. Little is known about the effects of preoperative ERCP on the survival of patients with pancreatic cancer. We investigated whether ERCP before surgery affects overall survival, after controlling for confounding factors. METHODS We used Surveillance, Epidemiology, and End Results (SEER) and linked Medicare claims data to identify patients older than 65 years with cancer localized to the head of the pancreas, from 2000 through 2011. We used inverse propensity-weighted Cox proportional hazard models to assess the effects of ERCP on the survival of patients who underwent surgery for pancreatic cancer. RESULTS Among 16,670 patients with cancer of the head of the pancreas, 2890 (17.3%) underwent surgical resection; 1864 (64.5%) of these patients received preoperative ERCP. After we adjusted for confounders, we found that patients who received preoperative ERCP did not have an increased risk of death compared with patients who underwent resection alone (hazard ratio, 1.02; 95% CI, 0.96-1.08). CONCLUSIONS Patients with pancreatic cancer who underwent ERCP before surgery did not have an increased risk of death compared with patients who proceeded directly to surgery. Studies are needed to identify subsets of patients who may benefit from this procedure.
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Affiliation(s)
- Sheila D Rustgi
- Henry D Janowitz Division of Gastroenterology, New York, New York
| | - Sunil Amin
- Division of Gastroenterology and Hepatology, Virginia Mason Medical Center, Seattle, Washington
| | - Anthony Yang
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - Michelle K Kim
- Henry D Janowitz Division of Gastroenterology, New York, New York
| | - Satish Nagula
- Henry D Janowitz Division of Gastroenterology, New York, New York
| | - Nikhil A Kumta
- Henry D Janowitz Division of Gastroenterology, New York, New York
| | | | - Paolo Boffetta
- Tisch Cancer Institute, New York, New York; Department of Medical and Surgical Sciences, University of Bologna, Italy
| | - Aimee L Lucas
- Henry D Janowitz Division of Gastroenterology, New York, New York.
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11
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Outcome of Patients with Borderline Resectable Pancreatic Cancer in the Contemporary Era of Neoadjuvant Chemotherapy. J Gastrointest Surg 2019; 23:112-121. [PMID: 30242644 PMCID: PMC6329638 DOI: 10.1007/s11605-018-3966-8] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 09/03/2018] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Approximately, 20% of patients with pancreatic ductal adenocarcinoma have resectable disease at diagnosis. Given improvements in locoregional and systemic therapies, some patients with borderline resectable pancreatic cancer (BRPC) can now undergo successful resection. The outcomes of patients with BRPC after neoadjuvant therapy remain unclear. METHODS A prospectively maintained single-institution database was utilized to identify patients with BRPC who were managed at the Johns Hopkins Pancreas Multidisciplinary Clinic (PMDC) between 2013 and 2016. BRPC was defined as any tumor that presented with radiographic evidence of the involvement of the portal vein (PV) or superior mesenteric vein (SMV) that was deemed to be technically resectable (with or without the need for reconstruction), or the abutment (< 180° involvement) of the common hepatic artery (CHA) or superior mesenteric artery (SMA), in the absence of involvement of the celiac axis (CA). We collected data on treatment, the course of the disease, resection rate, and survival. RESULTS Of the 866 patients evaluated at the PMDC during the study period, 151 (17.5%) were staged as BRPC. Ninety-six patients (63.6%) underwent resection. Neoadjuvant chemotherapy was administered to 142 patients (94.0%), while 78 patients (51.7%) received radiation therapy in the neoadjuvant setting. The median overall survival from the date of diagnosis, of resected BRPC patients, was 28.8 months compared to 14.5 months in those who did not (p < 0.001). Factors associated with increased chance of surgical resection included lower ECOG performance status (p = 0.011) and neck location of the tumor (p = 0.001). Forty-seven patients with BRPC (31.1%) demonstrated progression of disease; surgical resection was attempted and aborted in 12 patients (7.9%). Eight patients (5.3%) were unable to tolerate chemotherapy; six had disease progression and two did not want to pursue surgery. Lastly, four patients (3.3%) were conditionally unresectable due to medical comorbidities at the time of diagnosis due to comorbidities and failed to improve their status and subsequently had progression of the disease. CONCLUSION After initial management, 31.1% of patients with BRPC have progression of disease, while 63.6% of all patients successfully undergo resection, which was associated with improved survival. Factors associated with increased likelihood of surgical resection include lower ECOG performance status and tumor location in the neck.
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12
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Is magnetic resonance diffusion-weighted imaging superior in the diagnosis of pancreatic adenocarcinoma and does it have a prognostic value? THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2018. [DOI: 10.1016/j.ejrnm.2018.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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13
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Serum Marker Score Based on Prognostic Nutrition Index, Carcinoembryonic Antigen, and Carbohydrate Antigen 19-9 Is Associated With Recurrence for Patients Undergoing Surgery for Pancreatic Ductal Adenocarcinoma. Pancreas 2018; 47:1130-1134. [PMID: 30161074 DOI: 10.1097/mpa.0000000000001146] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
OBJECTIVES The prognostic value of the prognostic nutrition index (PNI) in pancreatic ductal adenocarcinoma (PDAC) is still controversial. This study aimed to assess the correlation between PNI and the outcome for PDAC patients and to generate a new score from PNI and serum markers. METHODS This study investigated 151 patients who underwent pancreatic resection for PDAC between April 2002 and June 2012. Disease-free survival (DFS), overall survival, and clinicopathological parameters were analyzed according to the PNI value. RESULTS The low PNI patients had poorer 5-year DFS rate than high-PNI patients (10.7% and 34.8%, respectively). Multivariate analyses revealed that independent risk factors for poor DFS were high carcinoembryonic antigen (hazard ratio [HR], 1.53; P = 0.038), high carbohydrate antigen 19-9 (HR, 1.67; P = 0.017), positive lymph node metastasis (HR, 1.98; P = 0.017), R1 or 2 resection (HR, 3.50; P < 0.001), and low PNI (HR, 0.37 [high/low]; P = 0.029]. Scoring based on the formula -0.49 × (PNI) + 0.41 × (carcinoembryonic antigen) + 0.67 × (carbohydrate antigen 19-9) was significantly associated with poor DFS (P < 0.001) and overall survival (P = 0.0019). CONCLUSIONS Low PNI and serum marker score are significantly associated with poor DFS.
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14
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Bisht S, Brossart P, Feldmann G. Current Therapeutic Options for Pancreatic Ductal Adenocarcinoma. Oncol Res Treat 2018; 41:590-594. [PMID: 30286472 DOI: 10.1159/000493868] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 09/18/2018] [Indexed: 12/13/2022]
Abstract
Pancreatic cancer remains the fourth most common cause of cancer-related mortality and is a major health threat. The majority of cases are diagnosed at advanced disease stages, limiting the chances of long-term survival. Several new therapeutic regimens have been introduced into routine clinical practice in recent years and a plethora of novel approaches is currently undergoing preclinical and early clinical evaluation. This review discusses the current standards of care for systemic therapy of pancreatic cancer and gives a brief outlook on ongoing clinical trials.
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15
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Kao TM, Liu YS, Shan YS, Ch'ang HJ, Chen LT. Cure of unresectable, locally advanced pancreatic cancer after multidisciplinary therapy. JOURNAL OF CANCER RESEARCH AND PRACTICE 2018. [DOI: 10.1016/j.jcrpr.2017.10.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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16
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Shrestha B, Sun Y, Faisal F, Kim V, Soares K, Blair A, Herman JM, Narang A, Dholakia AS, Rosati L, Hacker-Prietz A, Chen L, Laheru DA, De Jesus-Acosta A, Le DT, Donehower R, Azad N, Diaz LA, Murphy A, Lee V, Fishman EK, Hruban RH, Liang T, Cameron JL, Makary M, Weiss MJ, Ahuja N, He J, Wolfgang CL, Huang CY, Zheng L. Long-term survival benefit of upfront chemotherapy in patients with newly diagnosed borderline resectable pancreatic cancer. Cancer Med 2017. [PMID: 28639410 PMCID: PMC5504321 DOI: 10.1002/cam4.1104] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The use of neoadjuvant chemotherapy or radiation for borderline resectable pancreatic adenocarcinoma (BL-PDAC) is increasing. However, the impact of neoadjuvant chemotherapy and radiation therapy on the outcome of BL-PDAC remains to be elucidated. We performed a retrospective analysis of 93 consecutive patients who were diagnosed with BL-PDAC and primarily followed at Johns Hopkins Hospital between February 2007 and December 2012. Among 93 patients, 62% received upfront neoadjuvant chemotherapy followed by chemoradiation, whereas 20% received neoadjuvant chemoradiation alone and 15% neoadjuvant chemotherapy alone. Resectability following all neoadjuvant therapy was 44%. Patients who underwent resection with a curative intent had a median overall survival (mOS) of 25.8 months, whereas those who did not undergo surgery had a mOS of 11.9 months. However, resectability and overall survival were not significantly different between the three types of neoadjuvant therapy. Nevertheless, 22% (95% CI, 0.13-0.36) of the 58 patients who received upfront chemotherapy followed by chemoradiation remained alive for a minimum of 48 months compared to none of the 19 patients who received upfront chemoradiation. Among patients who underwent curative surgical resection, 32% (95% CI, 0.19-0.55) of those who received upfront chemotherapy remained disease free at least 48 months following surgical resection, whereas none of the eight patients who received upfront chemoradiation remained disease free beyond 24 months following surgical resection. Neoadjuvant therapy with upfront chemotherapy may result in long-term survival in a subpopulation of patients with BL-PDAC.
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Affiliation(s)
- Bikram Shrestha
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Yifei Sun
- Division of Biostatistics and Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Farzana Faisal
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Victoria Kim
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kevin Soares
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alex Blair
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Joseph M Herman
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Radiation Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Radiation Oncology, M.D. Anderson Cancer Center, Houston, Texas
| | - Amol Narang
- Department of Radiation Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Avani S Dholakia
- Department of Radiation Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lauren Rosati
- Department of Radiation Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Amy Hacker-Prietz
- Department of Radiation Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Linda Chen
- Department of Radiation Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Daniel A Laheru
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ana De Jesus-Acosta
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Dung T Le
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ross Donehower
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nilofar Azad
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Luis A Diaz
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Adrian Murphy
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Valerie Lee
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elliot K Fishman
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Radiology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ralph H Hruban
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Tingbo Liang
- The Second Affiliated Hospital of Zhejiang University, Hangzhou, China
| | - John L Cameron
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Martin Makary
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Matthew J Weiss
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nita Ahuja
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jin He
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christopher L Wolfgang
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Chiung-Yu Huang
- Division of Biostatistics and Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Lei Zheng
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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