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Defining and Predicting Early Recurrence in 957 Patients With Resected Pancreatic Ductal Adenocarcinoma
Groot, Vincent P; Gemenetzis, Georgios; Blair, Alex B; Rivero-Soto, Roberto J; Yu, Jun; Javed, Ammar A; Burkhart, Richard A; Rinkes, Inne H M Borel; Molenaar, I Quintus; Cameron, John L; Weiss, Matthew J; Wolfgang, Christopher L; He, Jin
OBJECTIVES:To establish an evidence-based cut-off to differentiate between early and late recurrence and to compare clinicopathologic risk factors between the two groups. SUMMARY BACKGROUND DATA:A clear definition of "early recurrence" after pancreatic ductal adenocarcinoma resection is currently lacking. METHODS:Patients undergoing pancreatectomy for pancreatic ductal adenocarcinoma between 2000 and 2013 were included. Exclusion criteria were neoadjuvant therapy and incomplete follow-up. A minimum P-value approach was used to evaluate the optimal cut-off value of recurrence-free survival to divide the patients into early and late recurrence cohorts based on subsequent prognosis. Potential risk factors for early recurrence were assessed with logistic regression models. RESULTS:Of 957 included patients, 204 (21.3%) were recurrence-free at last follow-up. The optimal length of recurrence-free survival to distinguish between early (n = 388, 51.5%) and late recurrence (n = 365, 48.5%) was 12 months (P < 0.001). Patients with early recurrence had 1-, and 2-year post-recurrence survival rates of 20 and 6% compared with 45 and 22% for the late recurrence group (both P < 0.001). Preoperative risk factors for early recurrence included a Charlson age-comorbidity index ≥4 (OR 1.65), tumor size > 3.0 cm on computed tomography (OR 1.53) and CA 19-9 > 210 U/mL (OR 2.30). Postoperative risk factors consisted of poor tumor differentiation grade (OR 1.66), microscopic lymphovascular invasion (OR 1.70), a lymph node ratio > 0.2 (OR 2.49), and CA 19-9 > 37 U/mL (OR 3.38). Adjuvant chemotherapy (OR 0.28) and chemoradiotherapy (OR 0.29) were associated with a reduced likelihood of early recurrence. CONCLUSION:A recurrence-free interval of 12 months is the optimal threshold for differentiating between early and late recurrence, based on subsequent prognosis.
PMCID:6191366
PMID: 31082915
ISSN: 1528-1140
CID: 4741162
Prognostic Factors Change Over Time After Hepatectomy for Colorectal Liver Metastases: A Multi-institutional, International Analysis of 1099 Patients
Margonis, Georgios Antonios; Buettner, Stefan; Andreatos, Nikolaos; Wagner, Doris; Sasaki, Kazunari; Barbon, Carlotta; Beer, Andrea; Kamphues, Carsten; Løes, Inger Marie; He, Jin; Pawlik, Timothy M; Kaczirek, Klaus; Poultsides, George; Lønning, Per Eystein; Cameron, John L; Mischinger, Hans Joerg; Aucejo, Federico N; Kreis, Martin E; Wolfgang, Christopher L; Weiss, Matthew J
OBJECTIVE:To evaluate the changing impact of genetic and clinicopathologic factors on conditional overall survival (CS) over time in patients with resectable colorectal liver metastasis. BACKGROUND:CS estimates account for the changing likelihood of survival over time and may reveal the changing impact of prognostic factors as time accrues from the date of surgery. METHODS:CS analysis was performed in 1099 patients of an international, multi-institutional cohort. Three-year CS (CS3) estimates at the "xth" year after surgery were calculated as follows: CS3 = CS (x + 3)/CS (x). The standardized difference (d) between CS3 rates was used to estimate the changing prognostic power of selected variables over time. A d < 0.1 indicated very small differences between groups, 0.1 ≤ d < 0.3 indicated small differences, 0.3 ≤ d < 0.5 indicated moderate differences, and d ≥ 0.5 indicated strong differences. RESULTS:According to OS estimates calculated at the time of surgery, the presence of BRAF and KRAS mutations, R1 margin status, resected extrahepatic disease, patient age, primary tumor lymph node metastasis, tumor number, and carcinoembryonic antigen levels independently predicted worse survival. However, when temporal changes in the prognostic impact of these variables were considered using CS3 estimates, BRAF mutation dominated prognosis during the first year (d = 0.48), whereas surgeon-related variables (ie, surgical margin and resected extrahepatic disease) determined prognosis thereafter (d ≥ 0.5). Traditional clinicopathologic factors affected survival constantly, but only to a moderate degree (0.3 ≤ d < 0.5). CONCLUSIONS:The impact of genetic, surgery-related, and clinicopathologic factors on OS and CS3 changed dramatically over time. Specifically, BRAF mutation status dominated prognosis in the first year, whereas positive surgical margins and resected extrahepatic disease determined prognosis thereafter.
PMID: 31082912
ISSN: 1528-1140
CID: 4741152
KRAS mutational status impacts pathologic response to pre-hepatectomy chemotherapy: a study from the International Genetic Consortium for Liver Metastases
Margonis, Georgios A; Amini, Neda; Andreatos, Nikolaos; Sasaki, Kazunari; McVey, Jack; Mirza, Muhammad B; Warner, Samuel; Buettner, Stefan; Barbon, Carlotta; Wang, Jane; Pulvirenti, Alessandra; Angelou, Anastasios; Kamphues, Carsten; Antoniou, Efstathios; Pikoulis, Emmanouil; Pawlik, Timothy M; Kaczirek, Klaus; Poultsides, George; Wagner, Doris; Endo, Itaru; Imai, Katsunori; Aucejo, Federico; Kreis, Martin E; Wolfgang, Christopher L; Weiss, Matthew J
BACKGROUND:A major response to pre-hepatectomy chemotherapy has been associated with improved survival in patients who undergo resection of colorectal liver metastases (CRLM). However, the role of tumor biology, as exemplified by overall and codon-specific KRAS mutational status, in predicting response to chemotherapy is not well defined. METHODS:Pathologic response was characterized as minor or major depending on the percentage of remnant viable cells (>50% vs <50%, respectively). Multivariable logistic regression was used to identify factors associated with major response. RESULTS:319 patients met inclusion criteria. 229 patients had a KRAS wild-type (wtKRAS) tumor and 90 harbored KRAS mutations (mutKRAS). A major pathologic response was more commonly noted in patients with wtKRAS compared to mutKRAS (48.5% vs 33.3%, PÂ =Â 0.01) and wtKRAS status remained independently associated with a major response (PÂ =Â 0.04). On a codon-specific level, major pathologic response occurred less frequently in those with codon 13 mutations (17.7%) compared to those with codon 12 (35.4%), and other KRAS mutations (33.3%). Importantly, codon 13 mutations were independently associated with minor pathologic response (PÂ =Â 0.023). CONCLUSIONS:Patients with wtKRAS tumors appear to have the highest likelihood of experiencing a major response after preoperative chemotherapy. Future studies in "all-comer" cohorts are needed to confirm these findings and further investigate the response of codon 13 mutations.
PMID: 30979646
ISSN: 1477-2574
CID: 4741102
A national assessment of the utilization, quality and cost of laparoscopic liver resection
Gani, Faiz; Ejaz, Aslam; Dillhoff, Mary; He, Jin; Weiss, Matthew; Wolfgang, Christopher L; Cloyd, Jordan; Tsung, Allan; Johnston, Fabian M; Pawlik, Timothy M
BACKGROUND:Despite recent enthusiasm for the use of laparoscopic liver resection, data evaluating costs associated with laparoscopic liver resections are lacking. We sought to examine the use of laparoscopic liver surgery, and investigate variations in cost among hospitals performing these procedures. METHODS:A nationally representative sample of 12,560 patients who underwent a liver resection in 2012 was identified. Multivariable analyses were performed to compare outcomes associated with liver resection. RESULTS:Among the 12,560 patients who underwent liver resection, 685 (5.4%) underwent a laparoscopic liver resection. The proportion of liver resections performed laparoscopically varied among hospitals ranging from 4.6% to 20.0%; the median volume of laparoscopic liver resections was 10 operations/year. Although laparoscopic surgery was associated with lower postoperative morbidity (aOR = 0.60, 95%CI: 0.36-0.99) and shorter lengths of stay [(LOS) aIRR = 0.83, 95%CI: 0.70-0.97], it was not associated with inpatient mortality (p = 0.971) or hospital costs (p = 0.863). Costs associated with laparoscopic liver resection varied ranging from $5,907 (95%CI: $5,140-$6,674) to $67,178 (95%CI: $66,271-$68,083). The observed variations between hospitals were due to differences in morbidity (coefficient: $20,415, 95%CI: $16,000-$24,830) and LOS (coefficient: $24,690, 95%CI: $21,688-$27,692). CONCLUSIONS:Although laparoscopic liver resection was associated with improved short-term perioperative clinical outcomes, utilization of laparoscopic liver resection remains low.
PMID: 30850188
ISSN: 1477-2574
CID: 4741072
Analysis of spatial relationships between infiltrating immune cells within the tumor microenvironment following combinatorial immunotherapy [Meeting Abstract]
Thomas, Dwayne L., II; Murphy, Adrian G.; Weiss, Matthew J.; He, Jin; Makary, Martin A.; Burkhart, Richard A.; Wolfgang, Christopher L.; Jaffee, Elizabeth M.; Zheng, Lei; Thompson, Elizabeth D.
ISI:000488279402050
ISSN: 0008-5472
CID: 4745052
Promoter methylation of ADAMTS1 and BNC1 as potential biomarkers for early detection of pancreatic cancer in blood
Eissa, Maryam A L; Lerner, Lane; Abdelfatah, Eihab; Shankar, Nakul; Canner, Joseph K; Hasan, Nesrin M; Yaghoobi, Vesal; Huang, Barry; Kerner, Zachary; Takaesu, Felipe; Wolfgang, Christopher; Kwak, Ruby; Ruiz, Michael; Tam, Matthew; Pisanic, Thomas R; Iacobuzio-Donahue, Christine A; Hruban, Ralph H; He, Jin; Wang, Tza-Huei; Wood, Laura D; Sharma, Anup; Ahuja, Nita
BACKGROUND:Despite improvements in cancer management, most pancreatic cancers are still diagnosed at an advanced stage. We have recently identified promoter DNA methylation of the genes ADAMTS1 and BNC1 as potential blood biomarkers of pancreas cancer. In this study, we validate this biomarker panel in peripheral cell-free tumor DNA of patients with pancreatic cancer. RESULTS:Sensitivity and specificity for each gene are as follows: ADAMTS1 87.2% and 95.8% (AUC = 0.91; 95% CI 0.71-0.86) and BNC1 64.1% and 93.7% (AUC = 0.79; 95% CI 0.63-0.78). When using methylation of either gene as a combination panel, sensitivity increases to 97.3% and specificity to 91.6% (AUC = 0.95; 95% CI 0.77-0.90). Adding pre-operative CA 19-9 values to the combined two-gene methylation panel did not improve sensitivity. Methylation of ADAMTS1 was found to be positive in 87.5% (7/8) of stage I, 77.8% (7/9) of stage IIA, and 90% (18/20) of stage IIB disease. Similarly, BNC1 was positive in 62.5% (5/8) of stage I patients, 55.6% (5/9) of stage IIA, and 65% (13/20) of patients with stage IIB disease. The two-gene panel (ADAMTS1 and/or BNC1) was positive in 100% (8/8) of stage I, 88.9% (8/9) of stage IIA, and 100% (20/20) of stage IIB disease. The sensitivity and specificity of the two-gene panel for localized pancreatic cancer (stages I and II), where the cancer is eligible for surgical resection with curative potential, was 94.8% and 91.6% respectively. Additionally, the two-gene panel exhibited an AUC of 0.95 (95% CI 0.90-0.98) compared to 57.1% for CA 19-9 alone. CONCLUSION:The methylation status of ADAMTS1 and BNC1 in cfDNA shows promise for detecting pancreatic cancer during the early stages when curative resection of the tumor is still possible. This minimally invasive blood-based biomarker panel could be used as a promising tool for diagnosis and screening in a select subset of high-risk populations.
PMCID:6451253
PMID: 30953539
ISSN: 1868-7083
CID: 4741092
Sarcomas in the United States: Recent trends and a call for improved staging
Gage, Michele M; Nagarajan, Neeraja; Ruck, Jessica M; Canner, Joseph K; Khan, Salma; Giuliano, Katherine; Gani, Faiz; Wolfgang, Christopher; Johnston, Fabian M; Ahuja, Nita
Background and objectives/UNASSIGNED:Sarcomas represent a heterogeneous group of tumors, and there is lack of data describing contemporary changes in patterns of care. We evaluated the epidemiology of sarcomas over 12 recent years. Methods/UNASSIGNED:The Surveillance, Epidemiology and End Results (SEER) database was queried for sarcoma cases from 2002-2014. Patient, tumor and treatment factors, and trends over time were studied overall and by subtype. Univariable and multivariable logistic regression models and 5-year survival and cause-specific mortality (CSM) were summarized. Results/UNASSIGNED:There were 78,527 cases of sarcomas with an overall incidence of 7.1 cases per 100,000 people, increasing from 6.8 in 2002 to 7.7 in 2014. Sarcoma NOS(14.8%) and soft tissue(43.4%) were the most common histology and primary site, respectively. A majority of tumors were high-grade(33.6%) and >5 cm(51.3%). CSM was 28.6% and 5-year survival was 71.4%. Many patients had unknown-grade(42.2%), which associated with 2.6 times increased odds of no surgical intervention. Conclusions/UNASSIGNED:This comprehensive national study highlights important trends including increasing incidence, changing histologic types, and underestimation of true incidence. A large proportion of sarcomas are inadequately staged (unknown-grade 42.2%) with lack of appropriate surgical treatment. Our study highlights need for standardization of care for sarcomas.
PMCID:6497437
PMID: 31069009
ISSN: 1949-2553
CID: 4741122
Prognostic Impact of KRAS Mutational Status in Patients with Colorectal Cancer Liver Metastases Differs According to the Location of the Primary Tumor [Meeting Abstract]
Amini, Neda; Margonis, Georgios Antonios; Kreis, Martin E.; Poultsides, George A.; Sasaki, Kazunari; Wagner, Doris; Pikoulis, Emmanouil; Weiss, Matthew J.; Wolfgang, Christopher L.; Safar, Bashar
ISI:000492740900114
ISSN: 1072-7515
CID: 4745062
Circulating Tumor DNA as a Clinical Test in Resected Pancreatic Cancer
Groot, Vincent P; Mosier, Stacy; Javed, Ammar A; Teinor, Jonathan A; Gemenetzis, Georgios; Ding, Ding; Haley, Lisa M; Yu, Jun; Burkhart, Richard A; Hasanain, Alina; Debeljak, Marija; Kamiyama, Hirohiko; Narang, Amol; Laheru, Daniel A; Zheng, Lei; Lin, Ming-Tseh; Gocke, Christopher D; Fishman, Elliot K; Hruban, Ralph H; Goggins, Michael G; Molenaar, I Quintus; Cameron, John L; Weiss, Matthew J; Velculescu, Victor E; He, Jin; Wolfgang, Christopher L; Eshleman, James R
PURPOSE:ctDNA assay in a Clinical Laboratory Improvement Amendments (CLIA) and College of American Pathology-certified clinical laboratory. EXPERIMENTAL DESIGN:mutations (G12D, G12V, G12R, and Q61H) in liquid biopsies. For clinical validation, 290 preoperative and longitudinal postoperative plasma samples were collected from 59 patients with PDAC. The utility of ctDNA status to predict PDAC recurrence during follow-up was assessed. RESULTS:= 0.011). CONCLUSIONS:ctDNA in a CLIA laboratory setting can be used to predict recurrence and survival in patients with PDAC.
PMCID:7403524
PMID: 31142500
ISSN: 1557-3265
CID: 4741182
Recurrence after neoadjuvant therapy and resection of borderline resectable and locally advanced pancreatic cancer
Groot, Vincent P; Blair, Alex B; Gemenetzis, Georgios; Ding, Ding; Burkhart, Richard A; Yu, Jun; Borel Rinkes, Inne H M; Molenaar, I Quintus; Cameron, John L; Weiss, Matthew J; Wolfgang, Christopher L; He, Jin
INTRODUCTION/BACKGROUND:The incidence, timing, and implications of recurrence in patients who underwent neoadjuvant treatment and surgical resection of borderline resectable (BRPC) or locally advanced (LAPC) pancreatic cancer are not well established. MATERIALS AND METHODS/METHODS:Patients with BRPC/LAPC who underwent post-neoadjuvant resection between 2007 and 2015 were included. Associations between clinicopathologic characteristics and specific recurrence locations, recurrence-free survival (RFS), and overall survival from resection (OS) were assessed using Cox regression analyses. RESULTS:For 231 included patients, median survival from diagnosis and resection were 28.0 and 19.8 months, respectively. After a median RFS of 7.9 months, 189 (81.8%) patients had recurred. Multiple-site (n = 87, 46.0%) and liver-only recurrence (n = 28, 14.8%) generally occurred earlier and resulted in significantly worse OS when compared to local-only (n = 52, 27.5%) or lung-only recurrence (n = 18, 9.5%). Microscopic perineural invasion, yN1-yN2 status and elevated pre-surgery CA 19-9 >100 U/mL were associated with both local-only and multiple-site/liver-only recurrence. R1-margin was associated with local-only recurrence (HR 2.03). yN1-yN2 status and microscopic perineural invasion were independent predictors for both poor RFS and OS, while yT3-yT4 tumor stage (HR 1.39) and poor tumor differentiation (HR 1.60) were only predictive of poor OS. Adjuvant therapy was independently associated with both prolonged RFS (HR 0.73; median 7.0 vs. 10.9 months) and OS (HR 0.69; median 15.4 vs. 22.7 months). CONCLUSION/CONCLUSIONS:Despite neoadjuvant therapy leading to resection and relatively favorable pathologic tumor characteristics in BRPC/LAPC patients, more than 80% of patients experienced disease recurrence, 72.5% of which occurred at distant sites.
PMID: 31023560
ISSN: 1532-2157
CID: 4741112