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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
Incidence and risk factors for abdominal occult metastatic disease in patients with pancreatic adenocarcinoma
Gemenetzis, Georgios; Groot, Vincent P; Blair, Alex B; Ding, Ding; Thakker, Sameer S; Fishman, Elliot K; Cameron, John L; Makary, Martin A; Weiss, Matthew J; Wolfgang, Christopher L; He, Jin
BACKGROUND:The incidence of occult metastatic disease (OMD) in pancreatic ductal adenocarcinoma (PDAC) and associated risk factors are largely unknown. METHODS:We identified all patients with PDAC, who had an aborted oncologic operation due to OMD within a 10-year period. The cases were matched to a cohort of resected PDAC patients on a 1:3 ratio, based on age and sex, for comparison of preoperative clinical characteristics and potential risk factors for OMD. RESULTS:In the studied period, 117 patients with OMD were identified in 1423 pancreatectomies performed for PDAC (8%). Liver metastases were the most common finding (79%) followed by peritoneal implants (16%). When compared with non-OMD cases, patients with OMD presented more often with abdominal pain (P < 0.001), and higher preoperative carbohydrate antigen 19-9 (CA 19-9) values ( P = 0.007). Additionally, indeterminate liver lesions on preoperative computed tomography (CT) were identified in 40% of OMD versus 17% of non-OMD patients ( P < 0.001). Multivariable analysis distinguished four independent predictors for OMD: indeterminate lesions on preoperative CT, tumor size > 30 mm, abdominal pain, and preoperative CA 19-9 > 192 U/mL. CONCLUSIONS:Occurrence of OMD in PDAC accounts for 8% of cases. Preoperative CA 19-9 > 192 U/mL, primary tumor size > 30 mm, and identification of indeterminate lesions in preoperative CT may indicate the need for diagnostic laparoscopy.
PMID: 30380143
ISSN: 1096-9098
CID: 4740912
Combined Hepatic Resection and Radio-frequency Ablation for Patients with Colorectal Cancer Liver Metastasis: A Viable Option for Patients with a Large Number of Tumors
Masuda, Toshiro; Margonis, Georgios Antonios; Andreatos, Nikolaos; Wang, Jaeyun; Warner, Samuel; Mirza, Muhammad Bilal; Angelou, Anastasios; Damaskos, Christos; Garmpis, Nikolaos; Sasaki, Kazunari; He, Jin; Imai, Katsunori; Yamashita, Yo-Ichi; Wolfgang, Christopher L; Baba, Hideo; Weiss, Matthew J
BACKGROUND/AIM/OBJECTIVE:Radiofrequency ablation (RFA) is thought to result in inferior prognosis than hepatic resection among patients with colorectal liver metastasis (CRLM). However, resection plus RFA may be an option for patients with a large number of tumors (≥4 liver lesions) and borderline resectability. MATERIALS AND METHODS/METHODS:A total of 717 patients with CRLM who underwent hepatic resection +/- RFA at two tertiary institutions between 09/01/2000-12/01/2015 were eligible for inclusion in this study. RESULTS:Among patients with <4 lesions (n=568), OS in the resection + RFA group (n=48) was significantly worse than in the resection alone group (n=520) (5-year OS: 34.4 % versus 58.9%, p=0.007). Conversely, in patients with ≥4 lesions, OS in the resection + RFA (n=68) and resection alone(n=81) groups were not significantly different (5-year OS: 31.9% versus 34.1%, p=0.48). In patients with <4 lesions, carcinoembryonic antigen (CEA) ≥30 ng/ml, extrahepatic metastasis, preoperative chemotherapy and resection + RFA were independently associated with poor prognosis. Interestingly, in patients with ≥4 lesions, positive primary lymph nodes, KRAS mutation, CEA ≥30 ng/ml and extrahepatic metastasis were independent predictors of poor prognosis; however, the combination of hepatic resection with RFA was not associated with worse survival (p=0.93). CONCLUSION/CONCLUSIONS:Although surgeons should always strive for R0 resection when feasible, combined resection and RFA may be a viable alternative for CRLM patients with a large number of tumors.
PMID: 30396957
ISSN: 1791-7530
CID: 4740922
A Sub-Type of Familial Pancreatic Cancer: Evidence and Implications of Loss-of-Function Polymorphisms in Indoleamine-2,3-Dioxygenase-2 Discussion [Editorial]
Vickers, Selwyn; Wolfgang, Christopher; McMasters, Kelly; Brody, Jonathan
ISI:000428298600043
ISSN: 1072-7515
CID: 4744822
European evidence-based guidelines on pancreatic cystic neoplasms
Del Chiaro, Marco; Besselink, Marc G.; Scholten, Lianne; Bruno, Marco J.; Cahen, Djuna L.; Gress, Thomas M.; van Hooft, Jeanin E.; Lerch, Markus M.; Mayerle, Julia; Hackert, Thilo; Satoi, Sohei; Zerbi, Alessandro; Cunningham, David; De Angelis, Claudio; Giovanni, Marc; de-Madaria, Enrique; Hegyi, Peter; Rosendahl, Jonas; Friess, Helmut; Manfredi, Riccardo; Levy, Philippe; Real, Francisco X.; Sauvanet, Alain; Abu Hilal, Mohammed; Marchegiani, Giovanni; Esposito, Irene; Ghaneh, Paula; Engelbrecht, Marc R. W.; Fockens, Paul; van Huijgevoort, Nadine C. M.; Wolfgang, Christopher; Bassi, Claudio; Gubergrits, Natalya B.; Verbeke, Caroline; Kloppel, Gunter; Scarpa, Aldo; Zamboni, Giuseppe; Lennon, Anne Marie; Sund, Malin; Kartalis, Nikolaos; Grenacher, Lars; Falconi, Massimo; Arnelo, Urban; Kopchak, Kostantin V.; Oppong, Kofi; McKay, Colin; Hauge, Truls; Conlon, Kevin; Adham, Mustapha; Ceyhan, Guralp O.; Salvia, Roberto; Dervenis, Christos; Allen, Peter; Paye, Francois; Bartsch, Detlef K.; Lohr, Matthias; Mutignani, Massimiliano; Laukkarinen, Johanna; Schulick, Richard; Valente, Roberto; Seufferlein, Thomas; Capurso, Gabriele; Siriwardena, Ajith; Neoptolemos, John P.; Pukitis, Aldis; Segersvard, Ralf; Aghdassi, A.; Andrianello, S.; Bossuyt, P.; Bulow, R.; Cardenas-Jaen, K.; Cortegoso, P.; Fontana, M.; Haeberle, L.; Heckler, M.; Litvin, A.; Mann, K.; Michalski, C.; Michl, P.; Nappo, G.; Perri, G.; Persson, S.; Scheufele, F.; Sclafani, F.; Schmidt, M.; Venezia, L.; Volker, F.; Vullierm, M-P; Wusten, L.
ISI:000429733600004
ISSN: 0017-5749
CID: 4744832
Microsatellite instability in resectable colorectal liver metastasis: An international multi-institutional analysis. [Meeting Abstract]
Margonis, Georgios Antonios; Buettner, Stefan; Wagner, Doris; McVey, John; Andreatos, Nikolaos; Beer, Andrea; Sasaki, Kazunari; He, Jin; Kaczirek, Klaus; Poultsides, George A.; Cameron, John L.; Mischinger, Hans Jorg; Aucejo, Federico; Wolfgang, Christopher Lee; Weiss, Matthew J.
ISI:000436174100211
ISSN: 0732-183x
CID: 4744852
CONSEQUENCES OF POSTOPERATIVE HYPERGLYCEMIA AFTER AN OPEN WHIPPLE PROCEDURE [Meeting Abstract]
Yun, Regina; Javed, Ammar; Jarrell, Andrew; Crow, Jessica; Michael; Wright, J.; Burkhart, Richard; Rybny, Joseph; Wolfgang, Christopher; Kruer, Rachel
ISI:000436794300404
ISSN: 0090-3493
CID: 4744862
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
Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas
Al Efishat, Mohammad A; Attiyeh, Marc A; Eaton, Anne A; Gönen, Mithat; Prosser, Denise; Lokshin, Anna E; Castillo, Carlos Fernández-Del; Lillemoe, Keith D; Ferrone, Cristina R; Pergolini, Ilaria; Mino-Kenudson, Mari; Rezaee, Neda; Dal Molin, Marco; Weiss, Matthew J; Cameron, John L; Hruban, Ralph H; D'Angelica, Michael I; Kingham, T Peter; DeMatteo, Ronald P; Jarnagin, William R; Wolfgang, Christopher L; Allen, Peter J
OBJECTIVE:Preliminary work by our group suggested that proteins within the pancreatic cyst fluid (CF) may discriminate degree of IPMN dysplasia. We sought to externally validate these markers and determine whether their inclusion in a preoperative clinical nomogram could increase diagnostic accuracy. SUMMARY BACKGROUND DATA/BACKGROUND:IPMN is the most common radiographically identifiable precursor to pancreatic cancer; however, the timing and frequency of its malignant progression are unknown, and there are currently no reliable preoperative tests that can determine the grade of dysplasia in IPMN. METHODS:Clinical and radiographic data, as well as CF samples, were obtained from 149 patients who underwent resection for IPMN at 1 of 3 institutions. High-risk disease was defined as the presence of high-grade dysplasia or invasive carcinoma. Multianalyte bead array analysis (Luminex) of CF was performed for 4 protein markers that were previously associated with high-risk disease. Logistic regression models were fit on training data, with and without adjustment for a previously developed clinical nomogram and validated with an external testing set. The models incorporating clinical risk score were presented graphically as nomograms. RESULTS:Within the group of 149 resected patients, 89 (60%) had low-risk disease, and 60 (40%) had high-risk disease. All 4 CF markers (MMP9, CA72-4, sFASL, and IL-4) were overexpressed in patients with high-risk IPMN (P < 0.05). Two predictive models based on preselected combinations of CF markers had concordance indices of 0.76 (Model-1) and 0.80 (Model-2). Integration of each CF marker model into a previously described clinical nomogram leads to increased discrimination compared with either the CF models or nomogram alone (c-indices of 0.84 and 0.83, respectively). CONCLUSIONS:This multi-institutional study validated 2 CF protein marker models for preoperative identification of high-risk IPMN. When combined with a clinical nomogram, the ability to predict high-grade dysplasia was even stronger.
PMCID:5764837
PMID: 28700444
ISSN: 1528-1140
CID: 3197592
Development and Validation of a Multi-institutional Preoperative Nomogram for Predicting Grade of Dysplasia in Intraductal Papillary Mucinous Neoplasms (IPMNs) of the Pancreas: A Report from The Pancreatic Surgery Consortium
Attiyeh, Marc A; Fernández-Del Castillo, Carlos; Al Efishat, Mohammad; Eaton, Anne A; Gönen, Mithat; Batts, Ruqayyah; Pergolini, Ilaria; Rezaee, Neda; Lillemoe, Keith D; Ferrone, Cristina R; Mino-Kenudson, Mari; Weiss, Matthew J; Cameron, John L; Hruban, Ralph H; D'Angelica, Michael I; DeMatteo, Ronald P; Kingham, T Peter; Jarnagin, William R; Wolfgang, Christopher L; Allen, Peter J
OBJECTIVE:Previous nomogram models for patients undergoing resection of intraductal papillary mucinous neoplasms (IPMNs) have been relatively small single-institutional series. Our objective was to improve upon these studies by developing and independently validating a new model using a large multiinstitutional dataset. SUMMARY BACKGROUND DATA:IPMNs represent the most common radiographically identifiable precursor lesions of pancreatic cancer. They are a heterogenous group of neoplasms in which more accurate markers of high-grade dysplasia or early invasive carcinoma could help avoid unnecessary surgery in 1 case and support potentially curative intervention (resection) in another. METHODS:Prospectively maintained databases from 3 institutions were queried for patients who had undergone resection of IPMNs between 2005 and 2015. Patients were separated into main duct [main and mixed-type (MD)] and branch duct (BD) types based on preoperative imaging. Logistic regression modeling was used on a training subset to develop 2 independent nomograms (MD and BD) to predict low-risk (low- or intermediate-grade dysplasia) or high-risk (high-grade dysplasia or invasive carcinoma) disease. Model performance was then evaluated using an independent validation set. RESULTS:We identified 1028 patients who underwent resection for IPMNs [MD: n = 454 (44%), BD: n = 574 (56%)] during the 10-year study period. High-risk disease was present in 487 patients (47%). Patients with high-risk disease comprised 71% and 29% of MD and BD groups, respectively (P <0.0001). MD and BD nomograms were developed on the training set [70% of total (n = 720); MD: n = 318, BD: n = 402] and validated on the test set [30% (n = 308); MD: n = 136, BD: n = 172]. The presence of jaundice was almost exclusively associated with high-risk disease (57 of 58 patients, 98%). Cyst size >3.0 cm, solid component/mural nodule, pain symptoms, and weight loss were significantly associated with high-risk disease. C-indices were 0.82 and 0.81 on training and independent validation sets, respectively; Brier scores were 0.173 and 0.175, respectively. CONCLUSIONS:For patients with suspected IPMNs, we present an independently validated model for the prediction of high-risk disease.
PMCID:5565720
PMID: 28079542
ISSN: 1528-1140
CID: 2983822