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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

New criteria of resectability for pancreatic cancer: A position paper by the Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS)

Oba, Atsushi; Del Chiaro, Marco; Satoi, Sohei; Kim, Sun-Whe; Takahashi, Hidenori; Yu, Jun; Hioki, Masayoshi; Tanaka, Masayuki; Kato, Yoshiyasu; Ariake, Kyohei; Wu, Y H Andrew; Inoue, Yosuke; Takahashi, Yu; Hackert, Thilo; Wolfgang, Christopher L; Besselink, Marc G; Schulick, Richard D; Nagakawa, Yuichi; Isaji, Shuji; Tsuchida, Akihiko; Endo, Itaru
The symposium "New criteria of resectability for pancreatic cancer" was held during the 33nd meeting of the Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS) in 2021 to discuss the potential modifications that could be made in the current resectability classification. The meeting focused on setting the foundation for developing a new prognosis-based resectability classification that is based on the tumor biology and the response to neoadjuvant treatment (NAT). The symposium included selected experts from Western and Eastern high-volume centers who have discussed their concept of resectability status through published literature. During the symposium, presenters reported new resectability classifications from their respective institutions based on tumor biology, conditional status, pathology, and genetics, in addition to anatomical tumor involvement. Interestingly, experts from all the centers reached the agreement that anatomy alone is insufficient to define resectability in the current era of effective NAT. On behalf of the JSHBPS, we would like to summarize the content of the conference in this position paper. We also invite global experts as internal reviewers of this paper for intercontinental cooperation in creating an up-to-date, prognosis-based resectability classification that reflects the trends of contemporary clinical practice.
PMID: 34581016
ISSN: 1868-6982
CID: 5061612

The Impact of Clinical and Pathological Features on Intraductal Papillary Mucinous Neoplasm Recurrence After Surgical Resection: Long-Term Follow-Up Analysis

Pflüger, Michael J; Griffin, James F; Hackeng, Wenzel M; Kawamoto, Satomi; Yu, Jun; Chianchiano, Peter; Shin, Eunice; Lionheart, Gemma; Tsai, Hua-Ling; Wang, Hao; Rezaee, Neda; Burkhart, Richard A; Cameron, John L; Thompson, Elizabeth D; Wolfgang, Christopher L; He, Jin; Brosens, Lodewijk A A; Wood, Laura D
OBJECTIVE:This study aimed to identify risk factors for recurrence after pancreatic resection for intraductal papillary mucinous neoplasm (IPMN). SUMMARY BACKGROUND DATA/BACKGROUND:Long-term follow-up data on recurrence after surgical resection for IPMN are currently lacking. Previous studies have presented mixed results on the role of margin status in risk of recurrence after surgical resection. METHODS:A total of 126 patients that underwent resection for noninvasive IPMN were followed for a median of 9.5 years. Dedicated pathological and radiological reviews were performed to correlate clinical and pathological features (including detailed pathological features of the parenchymal margin) with recurrence after surgical resection. In addition, in a subset of 32 patients with positive margins, we determined the relationship between the margin and original IPMN using driver gene mutations identified by next-generation sequencing. RESULTS:Family history of pancreatic cancer and high-grade IPMN was identified as risk factors for recurrence in both uni- and multivariate analysis (adjusted hazard ratio 3.05 and 1.88, respectively). Although positive margin was not significantly associated with recurrence in our cohort, the size and grade of the dysplastic focus at the margin were significantly correlated with recurrence in margin-positive patients. Genetic analyses showed that the neoplastic epithelium at the margin was independent from the original IPMN in at least 9 of 32 cases (28%). The majority of recurrences (74%) occurred after 3 years, and a significant minority (32%) occurred after 5 years. CONCLUSION/CONCLUSIONS:Sustained postoperative surveillance for all patients is indicated, particularly those with risk factors such has family history and high-grade dysplasia.
PMID: 33214420
ISSN: 1528-1140
CID: 4741772

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

Surgical Treatment of Patients with Poorly Differentiated Pancreatic Neuroendocrine Carcinoma: An NCDB Analysis

Kaslow, Sarah R; Vitiello, Gerardo A; Prendergast, Katherine; Hani, Leena; Cohen, Steven M; Wolfgang, Christopher; Berman, Russell S; Lee, Ann Y; Correa-Gallego, Camilo
BACKGROUND:Consensus guidelines discourage resection of poorly differentiated pancreatic neuroendocrine carcinoma (panNEC) given its association with poor long-term survival. This study assessed treatment patterns and outcomes for this rare malignancy using the National Cancer Database (NCDB). METHODS:Patients with non-functional pancreatic neuroendocrine tumors in the NCDB (2004-2016) were categorized based on pathologic differentiation. Logistic and Cox proportional hazard regressions identified associations with resection and overall survival (OS). Survival was compared using Kaplan-Meier and log-rank tests. RESULTS:Most patients (83%) in the cohort of 8560 patients had well-differentiated tumors (panNET). The median OS was 47 months (panNET, 63 months vs panNEC, 17 months; p < 0.001). Surgery was less likely for older patients (odds ratio [OR], 0.97), patients with panNEC (OR, 0.27), and patients with metastasis at diagnosis (OR, 0.08) (all p < 0.001). After propensity score-matching of these factors, surgical resection was associated with longer OS (82 vs 29 months; p < 0.001) and a decreased hazard of mortality (hazard ratio [HR], 0.37; p < 0.001). Surgery remained associated with longer OS when stratified by differentiation (98 vs 41 months for patients with panNET and 36 vs 8 months for patients with panNEC). Overall survival did not differ between patients with panNEC who underwent surgery and patients with panNET who did not (both 39 months; p = 0.294). CONCLUSIONS:Poorly differentiated panNEC exhibits poorer survival than well-differentiated panNET. In the current cohort, surgical resection was strongly and independently associated with improved OS, suggesting that patients with panNEC who are suitable operative candidates should be considered for multimodality therapy, including surgery.
PMID: 35246811
ISSN: 1534-4681
CID: 5173682

ASO Visual Abstract: Surgical Treatment of Patients with Poorly Differentiated Pancreatic Neuroendocrine Carcinoma-An NCDB Analysis

Kaslow, Sarah R; Vitiello, Gerardo A; Prendergast, Katherine; Hani, Leena; Cohen, Steven M; Wolfgang, Christopher; Berman, Russell S; Lee, Ann Y; Correa-Gallego, Camilo
PMID: 35249164
ISSN: 1534-4681
CID: 5173692

RAD51B Harbors Germline Mutations Associated With Pancreatic Ductal Adenocarcinoma

Xie, Fanfan; Ding, Ding; Lin, Cong; Cunningham, Dea; Wright, Michael; Javed, Ammar A; Azad, Nilo; Lee, Valerie; Donehower, Ross; De Jesus-Acosta, Ana; Le, Dung T; Pishvaian, Michael; Shin, Eun Ji; Lennon, Anne Marie; Khashab, Mouen; Singh, Vikesh; Klein, Alison P; Roberts, Nicholas J; Hacker-Prietz, Amy; McPhaul, Thomas; Burkhart, Richard A; Burns, William R; Narang, Amol; Zaheer, Atif; Fishman, Elliot K; Thompson, Elizabeth D; Anders, Robert; Yu, Jun; He, Jin; Wolfgang, Christopher L; Zheng, Lei; Liu, Dongbing; Wu, Kui; Laheru, Daniel A
PURPOSE:may also mutate and confer the HR-DDR deficiency in pancreatic ductal adenocarcinoma (PDAC). METHODS:We conducted a study to examine the genetic alterations using a companion diagnostic 15-gene HR-DDR panel in PDACs. HR-DDR gene mutations were identified and characterized by whole-exome sequencing and whole-genome sequencing. Different HR-DDR gene mutations are associated with variable homologous recombination deficiency (HRD) scores. RESULTS:is not the gene panel for germline tests. CONCLUSION:in the germline test of HR-DDR pathway genes.
PMID: 35737913
ISSN: 2473-4284
CID: 5372912

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

Incidence and Contemporary Management of Delayed Bleeding Following Pancreaticoduodenectomy

Habib, Joseph R; Gao, Shanshan; Young, Ahn Joon; Ghabi, Elie; Ejaz, Aslam; Burns, William; Burkhart, Richard; Weiss, Matthew; Wolfgang, Christopher L; Cameron, John L; Liddell, Robert; Georgiades, Christos; Hong, Kelvin; He, Jin; Lafaro, Kelly J
BACKGROUND:Delayed bleeding after pancreaticoduodenectomy (PD) is a life-threatening complication. However, the optimal management remains unclear. We summarize our experience of the management of delayed bleeding after PD and define the outcomes associated with different types of management. METHODS:All patients who underwent a PD between January 1987 and June 2020 at Johns Hopkins University were retrospectively reviewed. Delayed bleeding was defined as bleeding on or after postoperative day 5 following PD. Incidence, outcomes, and trends were reported. RESULTS:Among the 6201 patients that underwent PD, delayed bleeding occurred in 130 (2.1%) at a median of 12 days (IQR: 9, 24) postoperation. The pattern of bleeding was classified as intraluminal (51.5%), extraluminal (40.8%), and mixed (7.7%). A clinically relevant postoperative pancreatic fistula and an intraabdominal abscess preceded the delayed bleeding in 43.1% and 31.5% of cases, respectively. Arterial pseudoaneurysm or bleeding from peripancreatic vessels was the most common reason (54.6%) with the gastroduodenal artery being the most common source (18.5%). Endoscopy, angiography, and reoperation were performed as a first-line approach in 35.4%, 52.3%, and 6.2% of patients, respectively. The overall mortality was 16.2% and decreased over the study period (p < 0.01). CONCLUSIONS:Delayed bleeding following PD remains a life-threatening complication. The most common location of delayed bleeding is from the gastroduodenal artery. Angiography with embolization should be the initial approach for urgent bleeding with surgical re-exploration reserved for unstable patients or failed control of bleeding after interventional angiography or endoscopy.
PMID: 35084554
ISSN: 1432-2323
CID: 5154672

Prognostic validity of the American joint committee on cancer eighth edition staging system for well-differentiated pancreatic neuroendocrine tumors

Wang, Hebin; Ding, Ding; Qin, Tingting; Zhang, Hang; Liu, Jun; Zhao, Junfang; Wu, Chien-Hui; Javed, Ammar; Wolfgang, Christopher; Guo, Shiwei; Chen, Qingmin; Zhao, Weihong; Shi, Wei; Zhu, Feng; Guo, Xingjun; Li, Xu; Peng, Feng; He, Ruizhi; Xu, Simiao; Jin, Jikuan; Wu, Yi; Nuer, Abula; Edil, Barish; Tien, Yu-Wen; Jin, Gang; Zheng, Lei; He, Jin; Liu, Jianhua; Liu, Yahui; Wang, Min; Qin, Renyi
BACKGROUND:The American Joint Committee on Cancer (AJCC) made improvements for staging pancreatic neuroendocrine tumors (pNETs) in its 8th Edition; however, multicenter studies were not included. METHODS:We collected multicenter datasets (n = 1,086, between 2004 and 2018) to validate the value of AJCC 8 and other coexisting staging systems through univariate and multivariate analysis for well-differentiated (G1/G2) pNETs. RESULTS:Compared to other coexisting staging systems, AJCC 7 only included 12 (1.1%) patients with stage III tumors. Patients with European Neuroendocrine Tumor Society (ENETS) stage IIB disease had a higher risk of death than patients with stage IIIA (hazard ratio [HR]: 4.376 vs. 4.322). For the modified ENETS staging system, patients with stage IIB disease had a higher risk of death than patients with stage III (HR: 6.078 vs. 5.341). According to AJCC 8, the proportions of patients with stage I, II, III, and IV were 25.7%, 40.3%, 23.6%, and 10.4%, respectively. As the stage advanced, the median survival time decreased (NA, 144.7, 100.8, 72.0 months, respectively), and the risk of death increased (HR: II = 3.145, III = 5.925, and IV = 8.762). CONCLUSION:These findings suggest that AJCC 8 had a more reasonable proportional distribution and the risk of death was better correlated with disease stage.
PMID: 34836754
ISSN: 1477-2574
CID: 5372902