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The Comprehensive Complication Index (CCI®) is a Novel Cost Assessment Tool for Surgical Procedures
Staiger, Roxane D; Cimino, Matteo; Javed, Ammar; Biondo, Sebastiano; Fondevila, Constantino; Périnel, Julie; Aragão, Ana Carolina; Torzilli, Guido; Wolfgang, Christopher; Adham, Mustapha; Pinto-Marques, Hugo; Dutkowski, Philipp; Puhan, Milo A; Clavien, Pierre-Alain
OBJECTIVE:The aim of this study was to identify a readily available, reproducible, and internationally applicable cost assessment tool for surgical procedures. SUMMARY OF BACKGROUND DATA:Strong economic pressure exists worldwide to slow down the rising of health care costs. Postoperative morbidity significantly impacts on cost in surgical patients. The comprehensive complication index (CCI), reflecting overall postoperative morbidity, may therefore serve as a new marker for cost. METHODS:Postoperative complications and total costs from a single tertiary center were prospectively collected (2014 to 2016) up to 3 months after surgery for a variety of abdominal procedures (n = 1388). CCI was used to quantify overall postoperative morbidity. Pearson correlation coefficient (rpears) was calculated for cost and CCI. For cost prediction, a linear regression model based on CCI, age, and type of surgery was developed and validated in an international cohort of patients. RESULTS:We found a high correlation between CCI and overall cost (rpears = 0.75) with the strongest correlation for more complex procedures. The prediction model performed very well (R = 0.82); each 10-point increase in CCI corresponded to a 14% increase to the baseline cost. Additional 12% of baseline cost must be added for patients older than 50 years, or 24% for those over 70 years. The validation cohorts showed a good match of predicted and observed cost. CONCLUSION:Overall postoperative morbidity correlates highly with cost. The CCI together with the type of surgery and patient age is a novel and reliable predictor of expenses in surgical patients. This finding may enable objective cost comparisons among centers, procedures, or over time obviating the need to look at complex country-specific cost calculations (www.assessurgery.com).
PMID: 30272585
ISSN: 1528-1140
CID: 4740872
Cancerization of the Pancreatic Ducts: Demonstration of a Common and Under-recognized Process Using Immunolabeling of Paired Duct Lesions and Invasive Pancreatic Ductal Adenocarcinoma for p53 and Smad4 Expression
Hutchings, Danielle; Waters, Kevin M; Weiss, Matthew J; Wolfgang, Christopher L; Makary, Martin A; He, Jin; Cameron, John L; Wood, Laura D; Hruban, Ralph H
Invasive pancreatic ductal adenocarcinoma (PDAC) can infiltrate back into and spread along preexisting pancreatic ducts and ductules in a process known as cancerization of ducts (COD). Histologically COD can mimic high-grade pancreatic intraepithelial neoplasia (HG-PanIN). We reviewed pancreatic resections from 100 patients with PDAC for the presence or absence of ducts with histologic features of COD. Features supporting COD included adjacent histologically similar invasive PDAC and an abrupt transition between markedly atypical intraductal epithelium and normal duct epithelium or circumferential involvement of a duct. As the TP53 and SMAD4 genes are frequently targeted in invasive PDAC but not HG-PanIN, paired PDAC and histologically suspected COD lesions were immunolabeled with antibodies to the p53 and Smad4 proteins. Suspected COD was identified on hematoxylin and eosin sections in 89 (89%) of the cases. Immunolabeling for p53 and Smad4 was performed in 68 (76%) of 89 cases. p53 was interpretable in 55 cases and all 55 (100%) cases showed concordant labeling between COD and invasive PDAC. There was matched aberrant p53 immunolabeling in 37 (67%) cases including overexpression in 30 (55%) cases and lack of expression in 7 (13%) cases. Smad4 immunolabeling was interpretable in 61 cases and 59 (97%) cases showed concordant labeling between COD and invasive PDAC. Matched loss of Smad4 was seen in 28 (46%) cases. The immunolabeling of invasive PDAC and COD for p53 and Smad4 supports the high prevalence of COD observed on hematoxylin and eosin and highlights the utility of p53 and Smad4 immunolabeling in differentiating COD and HG-PanIN.
PMCID:6266304
PMID: 30212393
ISSN: 1532-0979
CID: 4740842
Improving prediction of surgical resectability over current staging guidelines in patients with pancreatic cancer who receive stereotactic body radiation therapy
Cheng, Zhi; Rosati, Lauren M; Chen, Linda; Mian, Omar Y; Cao, Yilin; Villafania, Marta; Nakatsugawa, Minoru; Moore, Joseph A; Robertson, Scott P; Jackson, Juan; Hacker-Prietz, Amy; He, Jin; Wolfgang, Christopher L; Weiss, Matthew J; Herman, Joseph M; Narang, Amol K; McNutt, Todd R
Purpose/UNASSIGNED:For patients with localized pancreatic cancer (PC) with vascular involvement, prediction of resectability is critical to define optimal treatment. However, the current definitions of borderline resectable (BR) and locally advanced (LA) disease leave considerable heterogeneity in outcomes within these classifications. Moreover, factors beyond vascular involvement likely affect the ability to undergo resection. Herein, we share our experience developing a model that incorporates detailed radiologic, patient, and treatment factors to predict surgical resectability in patients with BR and LA PC who undergo stereotactic body radiation therapy (SBRT). Methods and materials/UNASSIGNED:Patients with BR or LA PC who were treated with SBRT between 2010 and 2016 were included. The primary endpoint was margin negative resection, and predictors included age, sex, race, treatment year, performance status, initial staging, tumor volume and location, baseline and pre-SBRT carbohydrate antigen 19-9 levels, chemotherapy regimen and duration, and radiation dose. In addition, we characterized the relationship between tumors and key arteries (superior mesenteric, celiac, and common hepatic arteries), using overlap volume histograms derived from computed tomography data. A classification and regression tree was built, and leave-one-out cross-validation was performed. Prediction of surgical resection was compared between our model and staging in accordance with the National Comprehensive Care Network guidelines using McNemar's test. Results/UNASSIGNED:< .05). Conclusions/UNASSIGNED:We demonstrate the ability to improve prediction of surgical resectabiliy beyond the current staging guidelines, which highlights the value of assessing vascular involvement in a continuous manner. In addition, we show an association between radiation dose and resectability, which suggests the potential importance of radiation to allow for resection in certain populations. External data are needed for validation and to increase the robustness of the model.
PMCID:6200892
PMID: 30370361
ISSN: 2452-1094
CID: 4740902
Pancreaticoduodenectomy and Superior Mesenteric Vein Resection Without Reconstruction for Locally Advanced Pancreatic Cancer
Reames, Bradley N; Gage, Michele M; Ejaz, Aslam; Blair, Alex B; Fishman, Elliot K; Cameron, John L; Weiss, Matthew J; Wolfgang, Christopher L; He, Jin
PMCID:6178818
PMID: 29363015
ISSN: 1873-4626
CID: 4740592
Minimally invasive versus open surgery in the Medicare population: a comparison of post-operative and economic outcomes
Fan, Caleb J; Chien, Hung-Lun; Weiss, Matthew J; He, Jin; Wolfgang, Christopher L; Cameron, John L; Pawlik, Timothy M; Makary, Martin A
BACKGROUND:Despite strong evidence demonstrating the clinical and economic benefits of minimally invasive surgery (MIS), utilization of MIS in the Medicare population is highly variable and tends to be lower than in the general population. We sought to compare the post-operative and economic outcomes of MIS versus open surgery for seven common surgical procedures in the Medicare population. METHODS:Using the 2014 Medicare Provider Analysis and Review Inpatient Limited Data Set, patients undergoing bariatric, cholecystectomy, colectomy, hysterectomy, inguinal hernia, thoracic, and ventral hernia procedures were identified using DRG and ICD-9 codes. Adjusting for patient demographics and comorbidities, the odds of complication and all-cause 30-day re-admission were compared among patients undergoing MIS versus open surgery stratified by operation type. A generalized linear model was used to calculate the estimated difference in length of stay (LOS), Medicare claim cost, and Medicare reimbursement. RESULTS:Among 233,984 patients, 102,729 patients underwent an open procedure versus 131,255 who underwent an MIS procedure. The incidence of complication after MIS was lower for 5 out of the 7 procedures examined (OR 0.36-0.69). Re-admission was lower for MIS for 6 out of 7 procedures (OR 0.43-0.87). MIS was associated with shorter LOS for 6 procedures (point estimate range 0.35-2.47 days shorter). Medicare claim costs for MIS were lower for 4 (range $3010.23-$4832.74 less per procedure) and Medicare reimbursements were lower for 3 (range $841.10-$939.69 less per procedure). CONCLUSIONS:MIS benefited Medicare patients undergoing a range of surgical procedures. MIS was associated with fewer complications and re-admissions as well as shorter LOS and lower Medicare costs and reimbursements versus open surgery. MIS may represent a better quality and cost proposition in the Medicare population.
PMID: 29484556
ISSN: 1432-2218
CID: 4740632
Organoid Profiling Identifies Common Responders to Chemotherapy in Pancreatic Cancer
Tiriac, Hervé; Belleau, Pascal; Engle, Dannielle D; Plenker, Dennis; Deschênes, Astrid; Somerville, Tim D D; Froeling, Fieke E M; Burkhart, Richard A; Denroche, Robert E; Jang, Gun-Ho; Miyabayashi, Koji; Young, C Megan; Patel, Hardik; Ma, Michelle; LaComb, Joseph F; Palmaira, Randze Lerie D; Javed, Ammar A; Huynh, Jasmine C; Johnson, Molly; Arora, Kanika; Robine, Nicolas; Shah, Minita; Sanghvi, Rashesh; Goetz, Austin B; Lowder, Cinthya Y; Martello, Laura; Driehuis, Else; LeComte, Nicolas; Askan, Gokce; Iacobuzio-Donahue, Christine A; Clevers, Hans; Wood, Laura D; Hruban, Ralph H; Thompson, Elizabeth; Aguirre, Andrew J; Wolpin, Brian M; Sasson, Aaron; Kim, Joseph; Wu, Maoxin; Bucobo, Juan Carlos; Allen, Peter; Sejpal, Divyesh V; Nealon, William; Sullivan, James D; Winter, Jordan M; Gimotty, Phyllis A; Grem, Jean L; DiMaio, Dominick J; Buscaglia, Jonathan M; Grandgenett, Paul M; Brody, Jonathan R; Hollingsworth, Michael A; O'Kane, Grainne M; Notta, Faiyaz; Kim, Edward; Crawford, James M; Devoe, Craig; Ocean, Allyson; Wolfgang, Christopher L; Yu, Kenneth H; Li, Ellen; Vakoc, Christopher R; Hubert, Benjamin; Fischer, Sandra E; Wilson, Julie M; Moffitt, Richard; Knox, Jennifer; Krasnitz, Alexander; Gallinger, Steven; Tuveson, David A
Pancreatic cancer is the most lethal common solid malignancy. Systemic therapies are often ineffective, and predictive biomarkers to guide treatment are urgently needed. We generated a pancreatic cancer patient-derived organoid (PDO) library that recapitulates the mutational spectrum and transcriptional subtypes of primary pancreatic cancer. New driver oncogenes were nominated and transcriptomic analyses revealed unique clusters. PDOs exhibited heterogeneous responses to standard-of-care chemotherapeutics and investigational agents. In a case study manner, we found that PDO therapeutic profiles paralleled patient outcomes and that PDOs enabled longitudinal assessment of chemosensitivity and evaluation of synchronous metastases. We derived organoid-based gene expression signatures of chemosensitivity that predicted improved responses for many patients to chemotherapy in both the adjuvant and advanced disease settings. Finally, we nominated alternative treatment strategies for chemorefractory PDOs using targeted agent therapeutic profiling. We propose that combined molecular and therapeutic profiling of PDOs may predict clinical response and enable prospective therapeutic selection.Significance: New approaches to prioritize treatment strategies are urgently needed to improve survival and quality of life for patients with pancreatic cancer. Combined genomic, transcriptomic, and therapeutic profiling of PDOs can identify molecular and functional subtypes of pancreatic cancer, predict therapeutic responses, and facilitate precision medicine for patients with pancreatic cancer. Cancer Discov; 8(9); 1112-29. ©2018 AACR.See related commentary by Collisson, p. 1062This article is highlighted in the In This Issue feature, p. 1047.
PMID: 29853643
ISSN: 2159-8290
CID: 4740762
IPMNs with co-occurring invasive cancers: neighbours but not always relatives
Felsenstein, Matthäus; Noë, Michaël; Masica, David L; Hosoda, Waki; Chianchiano, Peter; Fischer, Catherine G; Lionheart, Gemma; Brosens, Lodewijk A A; Pea, Antonio; Yu, Jun; Gemenetzis, Georgios; Groot, Vincent P; Makary, Martin A; He, Jin; Weiss, Matthew J; Cameron, John L; Wolfgang, Christopher L; Hruban, Ralph H; Roberts, Nicholas J; Karchin, Rachel; Goggins, Michael G; Wood, Laura D
OBJECTIVE:Intraductal papillary mucinous neoplasms (IPMNs) are precursor lesions that can give rise to invasive pancreatic carcinoma. Although approximately 8% of patients with resected pancreatic ductal adenocarcinoma have a co-occurring IPMN, the precise genetic relationship between these two lesions has not been systematically investigated. DESIGN:We analysed all available patients with co-occurring IPMN and invasive intrapancreatic carcinoma over a 10-year period at a single institution. For each patient, we separately isolated DNA from the carcinoma, adjacent IPMN and distant IPMN and performed targeted next generation sequencing of a panel of pancreatic cancer driver genes. We then used the identified mutations to infer the relatedness of the IPMN and co-occurring invasive carcinoma in each patient. RESULTS:We analysed co-occurring IPMN and invasive carcinoma from 61 patients with IPMN/ductal adenocarcinoma as well as 13 patients with IPMN/colloid carcinoma and 7 patients with IPMN/carcinoma of the ampullary region. Of the patients with co-occurring IPMN and ductal adenocarcinoma, 51% were likely related. Surprisingly, 18% of co-occurring IPMN and ductal adenocarcinomas were likely independent, suggesting that the carcinoma arose from an independent precursor. By contrast, all colloid carcinomas were likely related to their associated IPMNs. In addition, these analyses showed striking genetic heterogeneity in IPMNs, even with respect to well-characterised driver genes. CONCLUSION:This study demonstrates a higher prevalence of likely independent co-occurring IPMN and ductal adenocarcinoma than previously appreciated. These findings have important implications for molecular risk stratification of patients with IPMN.
PMID: 29500184
ISSN: 1468-3288
CID: 4740652
Circulating Tumor Cells Dynamics in Pancreatic Adenocarcinoma Correlate With Disease Status: Results of the Prospective CLUSTER Study
Gemenetzis, Georgios; Groot, Vincent P; Yu, Jun; Ding, Ding; Teinor, Jonathan A; Javed, Ammar A; Wood, Laura D; Burkhart, Richard A; Cameron, John L; Makary, Martin A; Weiss, Matthew J; He, Jin; Wolfgang, Christopher L
OBJECTIVES:Previous retrospective studies demonstrated that circulating tumor cells (CTCs) subtypes correlate with overall survival in patients with pancreatic ductal adenocarcinoma (PDAC). Herein, we report results of a prospective observational study on CTCs dynamics to assess their clinical significance. METHODS:The CLUSTER study is a prospective longitudinal study on PDAC CTCs dynamics (NCT02974764). Multiple peripheral blood samples were collected from 200 consecutively enrolled patients with presumed PDAC diagnosis. CTCs were isolated and characterized by immunofluorescence. RESULTS:Two major CTCs subtypes were identified in PDAC patients: epithelial CTCs (eCTCs) and epithelial/mesenchymal CTCs (mCTCs). Patients who received neoadjuvant chemotherapy had significantly lower total CTCs (tCTCs, P = 0.007), eCTCs (P = 0.007), and mCTCs (P = 0.034), compared with untreated patients eligible for upfront resection. Surgical resection of the primary tumor resulted in significant reduction, but not disappearance, of CTCs burden across all cell subtypes (P < 0.001). In multivariable logistic regression analysis, preoperative numbers of all CTCs subpopulations were the only predictors of early recurrence within 12 months from surgery in both chemo-naive and post-neoadjuvant patients (odds ratio 5.9 to 11.0). Alterations in CTCs were also observed longitudinally, before disease recurrence. A risk assessment score based on the difference of tCTCs increase accurately identified disease recurrence within the next 2 months, with an accuracy of 75% and 84% for chemo-naive and post-neoadjuvant patients, respectively. CONCLUSION:We report novel findings regarding CTCs from a large prospective cohort of PDAC patients. CTCs dynamics reflect progression of disease and response to treatment, providing important information on clinical outcomes, not available by current tumor markers and imaging.
PMID: 30080739
ISSN: 1528-1140
CID: 4740792
Risk of Neoplastic Progression in Individuals at High Risk for Pancreatic Cancer Undergoing Long-term Surveillance
Canto, Marcia Irene; Almario, Jose Alejandro; Schulick, Richard D; Yeo, Charles J; Klein, Alison; Blackford, Amanda; Shin, Eun Ji; Sanyal, Abanti; Yenokyan, Gayane; Lennon, Anne Marie; Kamel, Ihab R; Fishman, Elliot K; Wolfgang, Christopher; Weiss, Matthew; Hruban, Ralph H; Goggins, Michael
BACKGROUND & AIMS:Screening of individuals who have a high risk of pancreatic ductal adenocarcinoma (PDAC), because of genetic factors, frequently leads to identification of pancreatic lesions. We investigated the incidence of PDAC and risk factors for neoplastic progression in individuals at high risk for PDAC enrolled in a long-term screening study. METHODS:We analyzed data from 354 individuals at high risk for PDAC (based on genetic factors of family history), enrolled in Cancer of the Pancreas Screening cohort studies at tertiary care academic centers from 1998 through 2014 (median follow-up time, 5.6 years). All subjects were evaluated at study entry (baseline) by endoscopic ultrasonography and underwent surveillance with endoscopic ultrasonography, magnetic resonance imaging, and/or computed tomography. The primary endpoint was the cumulative incidence of PDAC, pancreatic intraepithelial neoplasia grade 3, or intraductal papillary mucinous neoplasm with high-grade dysplasia (HGD) after baseline. We performed multivariate Cox regression and Kaplan-Meier analyses. RESULTS:During the follow-up period, pancreatic lesions with worrisome features (solid mass, multiple cysts, cyst size > 3 cm, thickened/enhancing walls, mural nodule, dilated main pancreatic duct > 5 mm, or abrupt change in duct caliber) or rapid cyst growth (>4 mm/year) were detected in 68 patients (19%). Overall, 24 of 354 patients (7%) had neoplastic progression (14 PDACs and 10 HGDs) over a 16-year period; the rate of progression was 1.6%/year, and 93% had detectable lesions with worrisome features before diagnosis of the PDAC or HGD. Nine of the 10 PDACs detected during routine surveillance were resectable; a significantly higher proportion of patients with resectable PDACs survived 3 years (85%) compared with the 4 subjects with symptomatic, unresectable PDACs (25%), which developed outside surveillance (log rank P < .0001). Neoplastic progression occurred at a median age of 67 years; the median time from baseline screening until PDAC diagnosis was 4.8 years (interquartile range, 1.6-6.9 years). CONCLUSIONS:In a long-term (16-year) follow-up study of individuals at high-risk for PDAC, we found most PDACs detected during surveillance (9/10) to be resectable, and 85% of these patients survived for 3 years. We identified radiologic features associated with neoplastic progression.
PMCID:6120797
PMID: 29803839
ISSN: 1528-0012
CID: 4276222
Multinational validation of the American Joint Committee on Cancer 8th edition pancreatic cancer staging system in a pancreas head cancer cohort
Kwon, Wooil; He, Jin; Higuchi, Ryota; Son, Donghee; Lee, Seung Yeoun; Kim, Jaeri; Kim, Hongbeom; Kim, Sun-Whe; Wolfgang, Christopher L; Cameron, John L; Yamamoto, Masakazu; Jang, Jin-Young
BACKGROUND:The aim of the present study was to compare the 7th and 8th editions of the American Joint Committee on Cancer (AJCC) staging system for pancreas head cancer and to validate the 8th edition using three multinational tertiary center data. METHODS:Data of 2,864 patients with pancreas head cancer were collected from Korea (571), Japan (824), and the USA (1,469). Survival analysis was performed to compare the 7th and 8th editions. Validation was performed by log-rank tests and test for trend repeated 1,000 times with random sets. RESULTS:In the 7th edition, 4.1%, 3.1%, 18.6%, 67.5%, 3.6%, and 3.1% were stage IA, IB, IIA, IIB, III, and IV. In the 8th edition, 8.8%, 13.9%, 3.1%, 38.2%, 32.9%, and 3.1% were stage IA, IB, IIA, IIB, III, and IV, respectively. The change in T category downstaged 459 patients from IIA to the new IA and IB. The new N2 category upstaged 856 patients from the former IIB to III. The 7th edition reversely stratified IA and IB. The 8th edition corrected this mis-stratification of the 7th edition, but lacked discriminatory power between IB and IIA (P = 0.271). Validation using the log-rank showed that the 8th edition provided better discrimination in 6.387 test sets among 10 tests. The test for trend validated the 8th edition to stratify stages in correct order more often (7.815/10). CONCLUSION/CONCLUSIONS:The 8th edition provides more even distribution with more powerful discrimination compared to the 7th edition.
PMID: 30118171
ISSN: 1868-6982
CID: 4740812