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Blood transfusion is associated with worse outcomes following pancreatic resection for pancreatic adenocarcinoma
Javed, Ammar A.; Ronnekleiv-Kelly, Sean M.; Hasanain, Alina; Pflüger, Michael J.; Habib, Joseph R.; Wright, Michael J.; He, Jin; Cameron, John L.; Wolfgang, Christopher L.; Frank, Steven M.; Weiss, Matthew J.; Burkhart, Richard A.
Background: Pancreatectomy remains the only potentially curative therapy for patients with pancreatic ductal adenocarcinoma (PDAC). Existing literature reports that 27-68% of patients require perioperative allogeneic blood transfusion (PBT). An historical practice of liberal PBT use is being questioned as data emerges documenting a detrimental long-term oncologic effect. The impact of transfusion in an era of restrictive PBT is incompletely described. Methods: Single-institution, prospectively maintained databases identified 546 patients who underwent resection for PDAC from 2009 to 2015. Patients were stratified by PBT and clinicopathological variables and outcomes were analyzed by multivariable Cox regression to determine risk-adjusted hazard ratios (HR). Results: The 238 patients (43.0%) who received PBT, were more likely to be elderly or have a history of coagulopathy and anemia. PBT was also more common with rising American Society of Anesthesiologist (ASA) class, neoadjuvant therapy, higher estimated blood loss, positive margins, and need for vascular resection. The median overall survival (OS) for the entire cohort was 24.8 months. PBT was associated with a poorer median OS (17.2 vs. 27.4 months, P<0.001). On multivariable analysis, PBT was independently associated with poorer OS (HR =1.45, P=0.006). Receipt of two or more blood units was associated with a shorter survival (15.9 vs. 26.8 months, P<0.001). Conclusions: Patients are more apt to require PBT with increasing comorbidities, locally-advanced/borderline-resectable tumors, and neoadjuvant therapy. After risk adjustment, PBT is associated with decreased survival, while increasing transfusion requirements are associated with poorer outcome. This is the largest single-institution study confirming the effects of PBT on long-term outcomes after pancreatectomy for PDAC.
SCOPUS:85128949157
ISSN: 2616-2741
CID: 5312722
Predictors, Patterns, and Timing of Recurrence Provide Insight into the Disease Biology of Invasive Carcinomas Arising in Association with Intraductal Papillary Mucinous Neoplasms
Habib, Joseph R; Kinny-Köster, Benedict; Amini, Neda; Shoucair, Sami; Cameron, John L; Thompson, Elizabeth D; Fishman, Elliot K; Hruban, Ralph H; Javed, Ammar A; He, Jin; Wolfgang, Christopher L
OBJECTIVES/OBJECTIVE:To identify predictors, patterns, and timing of recurrence after resection of invasive carcinomas arising in association with an IPMN. BACKGROUND:Postoperative management of an invasive carcinoma arising in association with an intraductal papillary mucinous neoplasm (IPMN), a biologically distinct entity from PanIN-derived pancreatic ductal adenocarcinoma (PDAC), remains largely based on guidelines for PanIN-derived PDAC. To minimize treatment failure and inform disease-specific management, cancer recurrence must be better characterized. METHODS:Patients were identified from a prospectively maintained registry between 1996 and 2018. Predictors of recurrence were evaluated by employing Cox regression models to determine risk-adjusted hazard ratios (HR) with 95% confidence intervals (95%CI). The patterns and timing of recurrence were recognized and compared utilizing a log-rank test, respectively. RESULTS:Of the 213 patients included, 92 (43.2%) recurred with a median RFS of 23.7 months (16.7-30.7). The predominant pattern of recurrence included any systemic (65.2%). The median time to local recurrence was longer than systemic (21.6 versus 11.4 months, p = 0.05). Poor differentiation [HR: 3.01, 95%CI (1.06-8.61)] and nodal disease [N1, HR: 2.23, 95%CI (1.12-4.60); and N2, HR: 5.67 95%CI (2.93-10.99)] emerged as independent predictors of systemic recurrence. For local-specific recurrences, poor differentiation [HR: 3.73, 95%CI (1.04-13.45)] and an R1 margin [high-grade dysplasia or invasive carcinoma; HR: 2.66, 95%CI (1.14-6.21)] emerged as independent predictors. CONCLUSIONS:The predominant pattern of recurrence after resection of invasive carcinomas arising in association with IPMNs is systemic, and occurs earlier than local recurrence. Poor differentiation and nodal disease are associated with systemic recurrence while poor differentiation and an R1 margin are associated with local recurrence. Future studies should investigate the role of systemic (chemotherapy) versus local (radiation) therapies and surveillance strategies in a personalized manner.
PMID: 35915375
ISSN: 1873-4626
CID: 5287892
The Impact of the COVID-19 Pandemic on Multidisciplinary Clinics: A High-Volume Pancreatic Cancer Center Experience
Javed, Ammar A; Habib, Joseph R; Kinny-Köster, Benedict; Hodgin, Mary; Parish, Lindsay; Cunningham, Dea; Hacker-Prietz, Amy; Burkhart, Richard A; Burns, William R; Shubert, Christopher R; Cameron, John L; Zaheer, Atif; Chu, Linda C H; Kawamoto, Satomi; Thompson, Elizabeth D; Shin, Eun J; Narang, Amol; Zheng, Lei; Laheru, Daniel A; Hruban, Ralph H; He, Jin; Wolfgang, Christopher L; Fishman, Elliot K; Lafaro, Kelly
The unprecedented impact of the Sars-CoV-2 pandemic (COVID-19) has strained the healthcare system worldwide. The impact is even more profound on diseases requiring timely complex multidisciplinary care such as pancreatic cancer. Multidisciplinary care teams have been affected significantly in multiple ways as healthcare teams collectively acclimate to significant space limitations and shortages of personnel and supplies. As a result, many patients are now receiving suboptimal remote imaging for diagnosis, staging, and surgical planning for pancreatic cancer. In addition, the lack of face-to-face interactions between the physician and patient and between multidisciplinary teams has challenged patient safety, research investigations, and house staff education. In this study, we discuss how the COVID-19 pandemic has transformed our high-volume pancreatic multidisciplinary clinic, the unique challenges faced, as well as the potential benefits that have arisen out of this situation. We also reflect on its implications for the future during and beyond the pandemic as we anticipate a hybrid model that includes a component of virtual multidisciplinary clinics as a means to provide accessible world-class healthcare for patients who require complex oncologic management.
PMCID:9131444
PMID: 35750529
ISSN: 1535-6302
CID: 5282332
Postoperative Chemotherapy is Associated with Improved Survival in Patients with Node-Positive Pancreatic Ductal Adenocarcinoma After Neoadjuvant Therapy
Ivey, Gabriel D; Shoucair, Sami; Delitto, Daniel J; Habib, Joseph R; Kinny-Köster, Benedict; Shubert, Christopher R; Lafaro, Kelly J; Cameron, John L; Burns, William R; Burkhart, Richard A; Thompson, Elizabeth L; Narang, Amol; Zheng, Lei; Wolfgang, Christopher L; He, Jin
BACKGROUND:Postoperative chemotherapy following pancreatic cancer resection is the standard of care. The utility of postoperative chemotherapy for patients who receive neoadjuvant therapy (NAT) is unclear. METHODS:Patients who underwent pancreatectomy after NAT with FOLFIRINOX or gemcitabine-based chemotherapy for non-metastatic pancreatic adenocarcinoma (2015-2019) were identified. Patients who received less than 2 months of neoadjuvant chemotherapy or died within 90 days from surgery were excluded. RESULTS:A total of 427 patients (resectable, 22.2%; borderline resectable, 37.9%; locally advanced, 39.8%) were identified with the majority (69.3%) receiving neoadjuvant FOLFIRINOX. Median duration of NAT was 4.1 months. Following resection, postoperative chemotherapy was associated with an improved median overall survival (OS) (28.7 vs. 20.4 months, P = 0.006). Risk-adjusted multivariable modeling showed negative nodal status (N0), favorable pathologic response (College of American Pathologists score 0 & 1), and receipt of postoperative chemotherapy to be independent predictors of improved OS. Regimen, duration, and number of cycles of NAT were not significant predictors. Thirty-four percent (60/176) of node-positive and 50.1% (126/251) of node-negative patients did not receive postoperative chemotherapy due to poor functional status, postoperative complications, and patient preference. Among patients with node-positive disease, postoperative chemotherapy was associated with improved median OS (27.2 vs. 10.5 months, P < 0.001). Among node-negative patients, postoperative chemotherapy was not associated with a survival benefit (median OS, 30.9 vs. 36.9 months; P = 0.406). CONCLUSION/CONCLUSIONS:Although there is no standard NAT regimen for patients with pancreatic cancer, postoperative chemotherapy following NAT and resection appears to be associated with improved OS for patients with node-positive disease.
PMID: 35861852
ISSN: 1432-2323
CID: 5279292
Cinematic Rendering: Novel Tool for Improving Pancreatic Cancer Surgical Planning
Javed, Ammar A; Young, Robert W C; Habib, Joseph R; Kinny-Köster, Benedict; Cohen, Steven M; Fishman, Elliot K; Wolfgang, Christopher L
Pancreatic ductal adenocarcinoma is the third-leading cause of all cancer-related deaths in the US. While 20% of patients have resectable disease at diagnosis, improved control of systemic disease using effective chemotherapeutic regimens allows for aggressive operations involving complex vascular resection and reconstruction. A pancreas protocol computed tomography (PPCT) is the gold standard imaging modality in determining local resectability (degree of tumor-vessel involvement), however, it is limited by the inter-operator variability. While post-processing-3D-rendering helps, it does not allow for real-time dynamic assessment of resectability. A recent development in post-process-rendering called cinematic rendering (CR) overcomes this by utilizing advanced light modeling to generate photorealistic 3D images with enhanced details. Cinematic rendering allows for nuanced visualization of areas of interest. Our preliminary experience, as one of the first centers to incorporate the routine use of CR, has proven very useful in surgical planning. For local determination of resectability, vascular mapping allows for accurate assessment of major arteries and the portovenous system. For the portovenous anatomy it assists in determining the optimal surgical approach (extent of resection, appropriate technique for reconstruction, and need for mesocaval shunting). For arterial anatomy, vessel encasement either represents dissectible involvement via periadventitial dissection or true vessel invasion that is unresectable. CR could potentially provide superior ability than traditional PPCT to discern between the two. Additionally, CR allows for better 3D visualization of arterial anatomic variants which, if not appreciated preoperatively, increases risk of intraoperative ischemia and postoperative complications. Lastly, CR could help avoid unnecessary surgery by enhanced identification of occult metastatic disease that is metastatic disease that is otherwise not appreciated on a standard PPCT.
PMID: 35595587
ISSN: 1535-6302
CID: 5284362
KRAS alterations in colorectal liver metastases: shifting to exon, codon, and point mutations
Olthof, Pim B; Buettner, Stefan; Andreatos, Nikolaos; Wang, Jane; Løes, Inger Marie; Wagner, Doris; Sasaki, Kazunari; Macher-Beer, Andrea; Kamphues, Carsten; Pozios, Ioannis; Seeliger, Hendrik; Morioka, Daisuke; Imai, Katsunori; Kaczirek, Klaus; Pawlik, Timothy M; Poultsides, George; Burkhart, Richard; Endo, Itaru; Baba, Hideo; Kornprat, Peter; Aucejo, Federico N; Lønning, Per Eystein; Beyer, Katharina; Weiss, Matthew J; Wolfgang, Christopher L; Kreis, Martin E; Margonis, Georgios A
PMID: 35595182
ISSN: 1365-2168
CID: 5247732
Association of Matrix Metalloproteinase 7 Expression With Pathologic Response After Neoadjuvant Treatment in Patients With Resected Pancreatic Ductal Adenocarcinoma
Shoucair, Sami; Chen, Jianan; Martinson, James R; Habib, Joseph R; Kinny-Köster, Benedict; Pu, Ning; van Oosten, A Floortje; Javed, Ammar A; Shin, Eun Ji; Ali, Syed Z; Lafaro, Kelly J; Wolfgang, Christopher L; He, Jin; Yu, Jun
Importance/UNASSIGNED:The use of neoadjuvant therapy (NAT) in resectable pancreatic ductal adenocarcinoma (PDAC) remains controversial. A favorable pathologic response (complete or marked tumor regression) to NAT is associated with better outcomes in patients with resected PDAC. The role of NAT for early systemic control compared with immediate surgical resection for PDAC is under investigation. In the era of precision medicine, biomarkers for patient selection and prediction of therapy response are crucial. Objective/UNASSIGNED:To evaluate the use of assessment for protein expression on fine-needle aspiration (FNA) biopsy specimens in predicting pathologic response to NAT in treatment-naive patients. Design, Setting, and Participants/UNASSIGNED:This was a single-institution prognostic study from a high-volume center for pancreatic cancer. All specimens were obtained between January 1, 2009, and December 31, 2018, with a median (SE) follow-up of 20.2 (1.4) months. Analysis of the data was performed from October 1, 2019, to April 30, 2021. Targeted RNA sequencing of frozen FNA biopsy specimens from a discovery cohort of 23 patients was performed to identify genes with aberrant expression that was associated with patients' pathologic response to NAT. Immunohistochemical staining was performed on an additional 80 FNA biopsy specimens to assess expression of matrix metalloproteinase 7 (MMP-7) and its association with pathologic response. Receiver operating characteristic curves for prediction of favorable pathologic response were determined. Results/UNASSIGNED:In the discovery cohort (12 [52.1%] male; 3 [13.0%] Black and 20 [86.9%] White), RNA sequencing showed that lower MMP-7 expression was associated with favorable pathologic response (College of American Pathologists system scores of 0 [complete response] and 1 [marked response]). In the validation cohort (40 [50.0%] female; 9 [11.3%] Black and 71 [88.7%] White), patients with negative MMP-7 expression were significantly more likely to have a favorable pathologic response (odds ratio, 21.25; 95% CI, 6.19-72.95; P = .001). Receiver operating characteristic curves for prediction of favorable pathologic response from multivariable Cox proportional hazards regression modeling showed that MMP-7 expression increased the area under the curve from 0.726 to 0.906 (P < .001) even after stratifying by resectability status. The positive predictive value and negative predictive value of MMP-7 protein expression on FNA biopsy specimens in predicting unfavorable pathologic response (scores of 2 [partial response] or 3 [poor or no response]) were 88.2% and 73.9%, respectively. Conclusions and Relevance/UNASSIGNED:Assessment of MMP-7 expression on FNA biopsy specimens at the time of diagnosis may help identify patients who would benefit the most from NAT.
PMID: 35612832
ISSN: 2168-6262
CID: 5235762
Using Artificial Intelligence to Find the Optimal Margin Width in Hepatectomy for Colorectal Cancer Liver Metastases
Bertsimas, Dimitris; Margonis, Georgios Antonios; Sujichantararat, Suleeporn; Boerner, Thomas; Ma, Yu; Wang, Jane; Kamphues, Carsten; Sasaki, Kazunari; Tang, Seehanah; Gagniere, Johan; Dupré, Aurelien; Løes, Inger Marie; Wagner, Doris; Stasinos, Georgios; Macher-Beer, Andrea; Burkhart, Richard; Morioka, Daisuke; Imai, Katsunori; Ardiles, Victoria; O'Connor, Juan Manuel; Pawlik, Timothy M; Poultsides, George; Seeliger, Hendrik; Beyer, Katharina; Kaczirek, Klaus; Kornprat, Peter; Aucejo, Federico N; de Santibañes, Eduardo; Baba, Hideo; Endo, Itaru; Lønning, Per Eystein; Kreis, Martin E; Weiss, Matthew J; Wolfgang, Christopher L; D'Angelica, Michael
Importance/UNASSIGNED:In patients with resectable colorectal cancer liver metastases (CRLM), the choice of surgical technique and resection margin are the only variables that are under the surgeon's direct control and may influence oncologic outcomes. There is currently no consensus on the optimal margin width. Objective/UNASSIGNED:To determine the optimal margin width in CRLM by using artificial intelligence-based techniques developed by the Massachusetts Institute of Technology and to assess whether optimal margin width should be individualized based on patient characteristics. Design, Setting, and Participants/UNASSIGNED:The internal cohort of the study included patients who underwent curative-intent surgery for KRAS-variant CRLM between January 1, 2000, and December 31, 2017, at Johns Hopkins Hospital, Baltimore, Maryland, Memorial Sloan Kettering Cancer Center, New York, New York, and Charité-University of Berlin, Berlin, Germany. Patients from institutions in France, Norway, the US, Austria, Argentina, and Japan were retrospectively identified from institutional databases and formed the external cohort of the study. Data were analyzed from April 15, 2019, to November 11, 2021. Exposures/UNASSIGNED:Hepatectomy. Main Outcomes and Measures/UNASSIGNED:Patients with KRAS-variant CRLM who underwent surgery between 2000 and 2017 at 3 tertiary centers formed the internal cohort (training and testing). In the training cohort, an artificial intelligence-based technique called optimal policy trees (OPTs) was used by building on random forest (RF) predictive models to infer the margin width associated with the maximal decrease in death probability for a given patient (ie, optimal margin width). The RF component was validated by calculating its area under the curve (AUC) in the testing cohort, whereas the OPT component was validated by a game theory-based approach called Shapley additive explanations (SHAP). Patients from international institutions formed an external validation cohort, and a new RF model was trained to externally validate the OPT-based optimal margin values. Results/UNASSIGNED:This cohort study included a total of 1843 patients (internal cohort, 965; external cohort, 878). The internal cohort included 386 patients (median [IQR] age, 58.3 [49.0-68.7] years; 200 men [51.8%]) with KRAS-variant tumors. The AUC of the RF counterfactual model was 0.76 in both the internal training and testing cohorts, which is the highest ever reported. The recommended optimal margin widths for patient subgroups A, B, C, and D were 6, 7, 12, and 7 mm, respectively. The SHAP analysis largely confirmed this by suggesting 6 to 7 mm for subgroup A, 7 mm for subgroup B, 7 to 8 mm for subgroup C, and 7 mm for subgroup D. The external cohort included 375 patients (median [IQR] age, 61.0 [53.0-70.0] years; 218 men [58.1%]) with KRAS-variant tumors. The new RF model had an AUC of 0.78, which allowed for a reliable external validation of the OPT-based optimal margin. The external validation was successful as it confirmed the association of the optimal margin width of 7 mm with a considerable prolongation of survival in the external cohort. Conclusions and Relevance/UNASSIGNED:This cohort study used artificial intelligence-based methodologies to provide a possible resolution to the long-standing debate on optimal margin width in CRLM.
PMID: 35648428
ISSN: 2168-6262
CID: 5236072
Precision medicine in pancreatic cancer: Patient derived organoid pharmacotyping is a predictive biomarker of clinical treatment response
Seppälä, Toni T; Zimmerman, Jacquelyn W; Suri, Reecha; Zlomke, Haley; Ivey, Gabriel D; Szabolcs, Annamaria; Shubert, Christopher R; Cameron, John L; Burns, William R; Lafaro, Kelly J; He, Jin; Wolfgang, Christopher L; Zou, Ying S; Zheng, Lei; Tuveson, David A; Eshlemann, James R; Ryan, David P; Kimmelman, Alec C; Hong, Theodore S; Ting, David T; Jaffee, Elizabeth M; Burkhart, Richard A
RATIONALE/BACKGROUND:Patient-derived organoids (PDOs) are a promising technology to support precision medicine initiatives for patients with pancreatic ductal adenocarcinoma (PDAC). PDOs may improve clinical next-generation sequencing (NGS) and enable rapid ex vivo chemotherapeutic screening (pharmacotyping). METHODS:PDOs were derived from tissues obtained during surgical resection and endoscopic biopsies and studied with NGS and pharmacotyping. PDO-specific pharmacotype is assessed prospectively as a predictive biomarker of clinical therapeutic response by leveraging data from a randomized-controlled clinical trial. RESULTS:Clinical sequencing pipelines often fail to detect PDAC-associated somatic mutations in surgical specimens that demonstrate a good pathological response to previously administered chemotherapy. Sequencing the PDOs derived from these surgical specimens, after biomass expansion, improves the detection of somatic mutations and enables quantification of copy number variants. The detection of clinically relevant mutations and structural variants is improved following PDO biomass expansion. On clinical trial, PDOs were derived from biopsies of treatment naïve patients prior to treatment with FOLFIRINOX (FFX). Ex vivo PDO pharmacotyping with FFX components predicted clinical therapeutic response in these patients with borderline resectable or locally advanced PDAC treated in a neoadjuvant or induction paradigm. PDO pharmacotypes suggesting sensitivity to FFX components were associated with longitudinal declines of tumor marker, CA-19-9 and favorable RECIST imaging response. CONCLUSION/CONCLUSIONS:PDOs establishment from tissues obtained from patients previously receiving cytotoxic chemotherapies can be accomplished in a clinically-certified laboratory. Sequencing PDOs following biomass expansion improves clinical sequencing quality. High in-vitro sensitivity to standard-of-care chemotherapeutics predicts good clinical response to systemic chemotherapy in PDAC.
PMID: 35363262
ISSN: 1557-3265
CID: 5206092
Postpancreatectomy Acute Pancreatitis (PPAP): Definition and Grading From the International Study Group for Pancreatic Surgery (ISGPS)
Marchegiani, Giovanni; Barreto, Savio George; Bannone, Elisa; Sarr, Michael; Vollmer, Charles M; Connor, Saxon; Falconi, Massimo; Besselink, Marc G; Salvia, Roberto; Wolfgang, Christopher L; Zyromski, Nicholas J; Yeo, Charles J; Adham, Mustapha; Siriwardena, Ajith K; Takaori, Kyoichi; Hilal, Mohammad Abu; Loos, Martin; Probst, Pascal; Hackert, Thilo; Strobel, Oliver; Busch, Olivier R C; Lillemoe, Keith D; Miao, Yi; Halloran, Christopher M; Werner, Jens; Friess, Helmut; Izbicki, Jakob R; Bockhorn, Maximillian; Vashist, Yogesh K; Conlon, Kevin; Passas, Ioannis; Gianotti, Luca; Del Chiaro, Marco; Schulick, Richard D; Montorsi, Marco; Oláh, Attila; Fusai, Giuseppe Kito; Serrablo, Alejandro; Zerbi, Alessandro; Fingerhut, Abe; Andersson, Roland; Padbury, Robert; Dervenis, Christos; Neoptolemos, John P; Bassi, Claudio; Büchler, Markus W; Shrikhande, Shailesh V
OBJECTIVE:The ISGPS aimed to develop a universally accepted definition for PPAP for standardized reporting and outcome comparison. BACKGROUND:PPAP is an increasingly recognized complication after partial pancreatic resections, but its incidence and clinical impact, and even its existence are variable because an internationally accepted consensus definition and grading system are lacking. METHODS:The ISGPS developed a consensus definition and grading of PPAP with its members after an evidence review and after a series of discussions and multiple revisions from April 2020 to May 2021. RESULTS:We defined PPAP as an acute inflammatory condition of the pancreatic remnant beginning within the first 3 postoperative days after a partial pancreatic resection. The diagnosis requires (1) a sustained postoperative serum hyperamylasemia (POH) greater than the institutional upper limit of normal for at least the first 48 hours postoperatively, (2) associated with clinically relevant features, and (3) radiologic alterations consistent with PPAP. Three different PPAP grades were defined based on the clinical impact: (1) grade postoperative hyperamylasemia, biochemical changes only; (2) grade B, mild or moderate complications; and (3) grade C, severe life-threatening complications. DISCUSSIONS:The present definition and grading scale of PPAP, based on biochemical, radiologic, and clinical criteria, are instrumental for a better understanding of PPAP and the spectrum of postoperative complications related to this emerging entity. The current terminology will serve as a reference point for standard assessment and lend itself to developing specific treatments and prevention strategies.
PMID: 34596077
ISSN: 1528-1140
CID: 5182192