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Predicting the Grade of Dysplasia of Pancreatic Cystic Neoplasms Using Cyst Fluid DNA Methylation Markers
Hata, Tatsuo; Dal Molin, Marco; Hong, Seung-Mo; Tamura, Koji; Suenaga, Masaya; Yu, Jun; Sedogawa, Hiraku; Weiss, Matthew J; Wolfgang, Christopher L; Lennon, Anne Marie; Hruban, Ralph H; Goggins, Michael G
Purpose: Pancreatic cysts are common and pose diagnostic and management challenges. Pancreatic cyst fluid markers have the potential to aid in the management of cysts with concerning imaging findings. Our aim was to evaluate cyst fluid methylated DNA markers for their accuracy for predicting the histologic grade of neoplastic pancreatic cysts.Experimental Design: Pancreatic cyst fluid samples from 183 patients (29 discovery and 154 validation) aspirated after surgical resection were analyzed for methylated DNA at selected genes (SOX17, BNIP3, FOXE1, PTCHD2, SLIT2, EYA4, and SFRP1) using methylation-specific droplet-digital PCR (dd-QMSP). Methylated DNA levels were evaluated for their accuracy at predicting the grade of dysplasia of the pancreatic cyst.Results: All six markers evaluated in the validation set could accurately distinguish high-risk cystic neoplasms (with high-grade dysplasia and/or associated invasive cancer) from low-risk cysts (lower grades of dysplasia) with accuracies from 79.8% to 83.6%. Methylated SOX17 had the highest overall accuracy as a single marker (sensitivity, 78.4%; specificity, 85.6%; accuracy 83.6%, cutoff; 25 methylated DNA molecules/μL cyst fluid). The best four-gene combination had 84.3% sensitivity, 89.4% specificity, and 88.0% accuracy at distinguishing cysts with high-grade dysplasia and/or invasive cancer from those without. All six markers were independent predictors of having invasive cancer/high-grade dysplasia after adjusting for clinical/imaging factors known to be associated with grade of dysplasia. The combination of methylated SOX17 with cytology better predicted neoplastic grade than cytology alone.Conclusions: A panel of methylated gene markers quantified by dd-QMSP can be used to predict the grade of dysplasia of pancreatic cysts. Clin Cancer Res; 23(14); 3935-44. ©2017 AACR.
PMCID:5511555
PMID: 28148542
ISSN: 1078-0432
CID: 4275292
Pancreatic Nerve Sheath Tumors: A Single Institution's Experience [Meeting Abstract]
Javed, Ammar A.; Chang, Kevin C. L.; Hruban, Ralph; Cameron, John L.; He, Jin; Wolfgang, Christopher L.; Weiss, Matthew J.
ISI:000395825100312
ISSN: 1072-7515
CID: 5372962
Socioeconomic Factors Associated with Surgical Therapy, Stage, and Survival in Patients with Early Hepatocellular Carcinoma [Meeting Abstract]
Peters, Niek A.; Javed, Ammar A.; Hirose, Kenzo; He, Jin; Pawlik, Timothy; Wolfgang, Christopher L.; Weiss, Matthew J.
ISI:000395825100274
ISSN: 1072-7515
CID: 5372952
Cancer-Associated Fibroblasts in Pancreatic Cancer Are Reprogrammed by Tumor-Induced Alterations in Genomic DNA Methylation
Xiao, Qian; Zhou, Donger; Rucki, Agnieszka A; Williams, Jamila; Zhou, Jiaojiao; Mo, Guanglan; Murphy, Adrian; Fujiwara, Kenji; Kleponis, Jennifer; Salman, Bulent; Wolfgang, Christopher L; Anders, Robert A; Zheng, Shu; Jaffee, Elizabeth M; Zheng, Lei
Stromal fibrosis is a prominent histologic characteristic of pancreatic ductal adenocarcinoma (PDAC), but how stromal fibroblasts are regulated in the tumor microenvironment (TME) to support tumor growth is largely unknown. Here we show that PDAC cells can induce DNA methylation in cancer-associated fibroblasts (CAF). Upon direct contact with PDAC cells, DNA methylation of SOCS1 and other genes is induced in mesenchymal stem cells or in CAF that lack SOCS1 methylation at baseline. Silencing or decitabine treatment to block the DNA methylation enzyme DNMT1 inhibited methylation of SOCS1. In contrast, SOCS1 gene methylation and downregulation in CAF activated STAT3 and induced insulin-like growth factor-1 expression to support PDAC cell growth. Moreover, CAF facilitated methylation-dependent growth of PDAC tumor xenografts in mice. The ability of patient-derived CAF with SOCS1 methylation to promote PDAC growth was more robust than CAF without SOCS1 methylation. Overall, our results reveal how PDAC cells can reprogram CAF to modify tumor-stromal interactions in the TME, which promote malignant growth and progression. Cancer Res; 76(18); 5395-404. ©2016 AACR.
PMCID:5026619
PMID: 27496707
ISSN: 1538-7445
CID: 4739912
Irreversible electroporation in locally advanced pancreatic cancer: A call for standardization of energy delivery
Martin, Robert C G; Durham, Alan North; Besselink, Marc G; Iannitti, David; Weiss, Matthew J; Wolfgang, Christopher L; Huang, Kai-Wen
Irreversible Electroporation (IRE) is used to treat locally advanced cancers, commonly of the pancreas, liver, kidney, and other soft tissues. Precise eligibility for IRE should be established in each individual patient by a multidisciplinary team based on comprehensive clinical, imaging, and laboratory assessment. Standardization of IRE technique and protocols is expected to improve safety, lead to reproducible outcomes, and facilitate further research into IRE. The present article provides a set of technical recommendations for the use of IRE in the treatment of locally advanced pancreatic cancer. J. Surg. Oncol. 2016;114:865-871. © 2016 2016 Wiley Periodicals, Inc.
PMID: 27546233
ISSN: 1096-9098
CID: 4739922
A novel, validated risk score to predict surgical site infection after pancreaticoduodenectomy
Poruk, Katherine E; Lin, Joseph A; Cooper, Michol A; He, Jin; Makary, Martin A; Hirose, Kenzo; Cameron, John L; Pawlik, Timothy M; Wolfgang, Christopher L; Eckhauser, Frederic; Weiss, Matthew J
BACKGROUND:Although pancreaticoduodenectomy (PD) outcomes have improved, complications including surgical site infection (SSI) remain common. We present a stratification tool to predict risk for SSI after PD. METHODS:Data was retrospectively reviewed on all patients undergoing PD at a tertiary hospital (9/2011-8/2014). Potential SSI risk factors identified by univariate analysis were incorporated into a multivariate logistic regression model. The resulting odds ratios were converted into a point system to create an SSI risk score with internal validation. RESULTS:Â =Â 0.99). CONCLUSION:This novel, validated risk score accurately predicts SSI risk after pancreaticoduodenectomy. Identifying the highest risk patients can help target interventions to reduce SSI.
PMCID:5094482
PMID: 27624516
ISSN: 1477-2574
CID: 4739952
Primary Tumor Resection Following Favorable Response to Systemic Chemotherapy in Stage IV Pancreatic Adenocarcinoma with Synchronous Metastases: a Bi-institutional Analysis
Wright, G Paul; Poruk, Katherine E; Zenati, Mazen S; Steve, Jennifer; Bahary, Nathan; Hogg, Melissa E; Zuriekat, Amer H; Wolfgang, Christopher L; Zeh, Herbert J; Weiss, Matthew J
INTRODUCTION:Patients with metastatic pancreatic adenocarcinoma have traditionally been offered palliative chemotherapy alone, and the role of surgery in these patients remains unknown. METHODS:A bi-institutional retrospective review was performed for patients with metastatic pancreatic adenocarcinoma who underwent resection of the primary tumor from 2008 to 2013. The primary outcome measured was postoperative overall survival. Secondary outcomes included postoperative disease-free survival and overall survival from the time of diagnosis. RESULTS:Twenty-three patients were identified who met the study criteria with a median follow-up of 30 months. Metastatic sites included the liver (n = 16), the lung (n = 6), and the peritoneum (n = 2). Chemotherapy included FOLFIRINOX (n = 14) and gemcitabine-based regimens (n = 9), with a median of 9 cycles (range 2-31) prior to surgical treatment. Median time from diagnosis to surgery was 9.7 months (IQR 5.8-12.8). Median overall survival (OS) from surgery, disease-free survival, and OS from diagnosis were 18.2 months (95 % CI 11.8-35.5), 8.6 months (95 % CI 5.2-16.8), and 34.1 months (95 % CI 22.5-46.2), respectively. The 1- and 3-year OS from surgery were 72.7 % (95 % CI 49.1-86.7) and 21.5 % (95 % CI 4.3-47.2), respectively. CONCLUSION:Resection of the primary tumor in patients with metastatic pancreatic adenocarcinoma may be considered in highly selected patients with favorable imaging and CA 19-9 response following chemotherapy at high-volume centers providing multidisciplinary care. These patients should be enrolled in prospective clinical trials or institutional registries to better quantify the potential benefits of such a strategy.
PMID: 27604886
ISSN: 1873-4626
CID: 4739942
Methylation of MGMT Is Associated with Poor Prognosis in Patients with Stage III Duodenal Adenocarcinoma
Fu, Tao; Sharmab, Anup; Xie, Fei; Liu, Yanliang; Li, Kai; Wan, Weiwei; Baylin, Stephen B; Wolfgang, Christopher L; Ahuja, Nita
BACKGROUND:O6-methylguanine-DNA methyltransferase (MGMT) methylation status has not been extensively investigated in duodenal adenocarcinoma (DA). The aim of this study was to evaluate the MGMT methylation status and examine its possible prognostic value in patients with stage III DA. METHODS:Demographics, tumor characteristics and survival were available for 64 patients with stage III DA. MGMT methylation was detected by using MethyLight. A Cox proportional hazard model was built to predict survival, adjusted for clinicopathological characteristics and tumor molecular features, including the CpG island methylator phenotype (CIMP), microsatellite instability (MSI), and KRAS mutations. RESULTS:MGMT methylation was detected in 17 of 64 (26.6%) patients, and was not correlated with sex, age, tumor differentiation, CIMP, MSI, or KRAS mutations. MGMT methylation was the only one factor associated with both overall survival (OS) and disease-free survival (DFS) on both univariate and multivariate analyses. In patients treated with surgery alone, MGMT-methylated group had worse OS and DFS when compared with MGMT-unmethylated group. However, in patients treated with chemotherapy/radiotherapy, outcomes became comparable between the two groups. CONCLUSIONS:Our results demonstrate MGMT methylation is a reliable and independent prognostic factor in DAs. Methylation of MGMT is associated with poor prognosis in patients with stage III DAs.
PMCID:5028050
PMID: 27643594
ISSN: 1932-6203
CID: 4739972
Patient-reported outcomes of a multicenter phase 2 study investigating gemcitabine and stereotactic body radiation therapy in locally advanced pancreatic cancer
Rao, Avani D; Sugar, Elizabeth A; Chang, Daniel T; Goodman, Karyn A; Hacker-Prietz, Amy; Rosati, Lauren M; Columbo, Laurie; O'Reilly, Eileen; Fisher, George A; Zheng, Lei; Pai, Jonathan S; Griffith, Mary E; Laheru, Daniel A; Iacobuzio-Donahue, Christine A; Wolfgang, Christopher L; Koong, Albert; Herman, Joseph M
PURPOSE/OBJECTIVE:We previously reported clinical outcomes and physician-reported toxicity of gemcitabine and hypofractionated stereotactic body radiation therapy (SBRT) in locally advanced pancreatic cancer (LAPC). Here we prospectively investigate the impact of gemcitabine and SBRT on patient-reported quality of life (QoL). METHODS AND MATERIALS/METHODS:) followed by gemcitabine until progression. European Organization for Research and Treatment of Cancer QoL core cancer (QLQ-C30) and pancreatic cancer-specific (European Organization for Research and Treatment of Cancer QLQ-PAN26) questionnaires were administered to patients pre-SBRT and at 4 to 6 weeks (first follow-up [1FUP]) and 4 months (2FUP) post-SBRT. Changes in QoL scores were deemed clinically relevant if median changes were at least 5 points in magnitude. RESULTS:Forty-three (88%) patients completed pre-SBRT questionnaires. Of these, 88% and 51% completed questionnaires at 1FUP and 2FUP, respectively. There was no change in global QoL from pre-SBRT to 1FUP (P = .17) or 2FUP (P > .99). Statistical and clinical improvements in pancreatic pain (P = .001) and body image (P = .007) were observed from pre-SBRT to 1FUP. Patients with 1FUP and 2FUP questionnaires reported statistically and clinically improved body image (P = .016) by 4 months. Although pancreatic pain initially demonstrated statistical and clinical improvement (P = .020), scores returned to enrollment levels by 2FUP (P = .486). A statistical and clinical decline in role functioning (P = .002) was observed in patients at 2FUP. CONCLUSIONS:Global QoL scores are not reduced with gemcitabine and SBRT. In this exploratory analysis, patients experience clinically relevant short-term improvements in pancreatic cancer-specific symptoms. Previously demonstrated acceptable clinical outcomes combined with these favorable QoL data indicate that SBRT can be easily integrated with other systemic therapies and may be a potential standard of care option in patients with LAPC.
PMCID:5572652
PMID: 27552809
ISSN: 1879-8519
CID: 4739932
Impact of Delta Hemoglobin on Provider Transfusion Practices and Post-operative Morbidity Among Patients Undergoing Liver and Pancreatic Surgery
Spolverato, Gaya; Bagante, Fabio; Weiss, Matthew; He, Jin; Wolfgang, Christopher L; Johnston, Fabian; Makary, Martin A; Yang, Will; Frank, Steven M; Pawlik, Timothy M
BACKGROUND:Delta hemoglobin (ΔHb) is defined as the difference between the preoperative Hb and the lowest post-operative Hb level. We sought to define the impact of ΔHb relative to nadir Hb levels on the likelihood of transfusion, as well as characterize the impact of ΔHb and nadir Hb on morbidity among a large cohort of patients undergoing complex hepatopancreatobiliary (HPB) surgery. METHODS:Patients who underwent pancreatic or hepatic resection between January 1, 2009 and June 30, 2015 at Johns Hopkins Hospital were identified. Data on the perioperative ΔHb, nadir Hb, as well as blood utilization were obtained and analyzed. Multivariable logistic regression models were used to identify the factors associated with ΔHb and the impact of ΔHb on perioperative morbidity. A Bayesian model was used to evaluate the correlation of ΔHb and nadir Hb with the likelihood of transfusion, as well as the impact on morbidity. RESULTS:A total of 4363 patients who underwent hepatobiliary (n = 2200, 50.4 %) or pancreatic (n = 2163, 49.6 %) surgery were identified. More than one quarter of patients received at least one unit of packed red blood cells (PRBC) (n = 1187, 27.2 %). The median nadir Hb was 9.2 (IQR 7.9-10.5) g/dL resulting in an average ΔHb of 3.4 mg/dL (IQR 2.2-4.7) corresponding to 26.3 %. Both ΔHb and nadir Hb strongly influenced provider behavior with regards to use of transfusion. Among patients with the same nadir Hb, ΔHb was strongly associated with use of transfusion; among patients who had a nadir Hb ≤6 g/dL, the use of transfusion was only 17.9 % when the ΔHb = 10 % versus 49.1 and 80.9 % when the ΔHb was 30 or 50 %, respectively. Perioperative complications occurred in 584 patients (13.4 %) and were more common among patients with a higher value of ΔHb, as well as patients who received PRBC (both P < 0.001). CONCLUSIONS:The combination of the Hb trigger with ΔHb was associated with transfusion practices among providers. Larger ΔHb values, as well as receipt of transfusion, were strongly associated with risk of perioperative complication following HPB surgery.
PMID: 27696209
ISSN: 1873-4626
CID: 4740002