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Novel methylation biomarker panel for the early detection of pancreatic cancer
Yi, Joo Mi; Guzzetta, Angela A; Bailey, Vasudev J; Downing, Stephanie R; Van Neste, Leander; Chiappinelli, Katherine B; Keeley, Brian P; Stark, Alejandro; Herrera, Alexander; Wolfgang, Christopher; Pappou, Emmanouil P; Iacobuzio-Donahue, Christine A; Goggins, Michael G; Herman, James G; Wang, Tza-Huei; Baylin, Stephen B; Ahuja, Nita
PURPOSE/OBJECTIVE:Pancreatic cancer is the fourth leading cause of cancer deaths and there currently is no reliable modality for the early detection of this disease. Here, we identify cancer-specific promoter DNA methylation of BNC1 and ADAMTS1 as a promising biomarker detection strategy meriting investigation in pancreatic cancer. EXPERIMENTAL DESIGN/METHODS:We used a genome-wide pharmacologic transcriptome approach to identify novel cancer-specific DNA methylation alterations in pancreatic cancer cell lines. Of eight promising genes, we focused our studies on BNC1 and ADAMTS1 for further downstream analysis, including methylation and expression. We used a nanoparticle-enabled methylation on beads (MOB) technology to detect early-stage pancreatic cancers by analyzing DNA methylation in patient serum. RESULTS:We identified two novel genes, BNC1 (92%) and ADAMTS1 (68%), that showed a high frequency of methylation in pancreatic cancers (n = 143), up to 100% in PanIN-3 and 97% in stage I invasive cancers. Using the nanoparticle-enabled MOB technology, these alterations could be detected in serum samples (n = 42) from patients with pancreatic cancer, with a sensitivity for BNC1 of 79% [95% confidence interval (CI), 66%-91%] and for ADAMTS1 of 48% (95% CI, 33%-63%), whereas specificity was 89% for BNC1 (95% CI, 76%-100%) and 92% for ADAMTS1 (95% CI, 82%-100%). Overall sensitivity using both markers is 81% (95% CI, 69%-93%) and specificity is 85% (95% CI, 71%-99%). CONCLUSIONS:Promoter DNA methylation of BNC1 and ADAMTS1 is a potential biomarker to detect early-stage pancreatic cancers. Assaying the promoter methylation status of these genes in circulating DNA from serum is a promising strategy for early detection of pancreatic cancer and has the potential to improve mortality from this disease.
PMCID:4310572
PMID: 24088737
ISSN: 1557-3265
CID: 4742702
Mapping patterns of local recurrence after pancreaticoduodenectomy for pancreatic adenocarcinoma: a new approach to adjuvant radiation field design
Dholakia, Avani S; Kumar, Rachit; Raman, Siva P; Moore, Joseph A; Ellsworth, Susannah; McNutt, Todd; Laheru, Daniel A; Jaffee, Elizabeth; Cameron, John L; Tran, Phuoc T; Hobbs, Robert F; Wolfgang, Christopher L; Herman, Joseph M
PURPOSE/OBJECTIVE:To generate a map of local recurrences after pancreaticoduodenectomy (PD) for patients with resectable pancreatic ductal adenocarcinoma (PDA) and to model an adjuvant radiation therapy planning treatment volume (PTV) that encompasses a majority of local recurrences. METHODS AND MATERIALS/METHODS:Consecutive patients with resectable PDA undergoing PD and 1 or more computed tomography (CT) scans more than 60 days after PD at our institution were reviewed. Patients were divided into 3 groups: no adjuvant treatment (NA), chemotherapy alone (CTA), or chemoradiation (CRT). Cross-sectional scans were centrally reviewed, and local recurrences were plotted to scale with respect to the celiac axis (CA), superior mesenteric artery (SMA), and renal veins on 1 CT scan of a template post-PD patient. An adjuvant clinical treatment volume comprising 90% of local failures based on standard expansions of the CA and SMA was created and simulated on 3 post-PD CT scans to assess the feasibility of this planning approach. RESULTS:Of the 202 patients in the study, 40 (20%), 34 (17%), and 128 (63%) received NA, CTA, and CRT adjuvant therapy, respectively. The rate of margin-positive resections was greater in CRT patients than in CTA patients (28% vs 9%, P=.023). Local recurrence occurred in 90 of the 202 patients overall (45%) and in 19 (48%), 22 (65%), and 49 (38%) in the NA, CTA, and CRT groups, respectively. Ninety percent of recurrences were within a 3.0-cm right-lateral, 2.0-cm left-lateral, 1.5-cm anterior, 1.0-cm posterior, 1.0-cm superior, and 2.0-cm inferior expansion of the combined CA and SMA contours. Three simulated radiation treatment plans using these expansions with adjustments to avoid nearby structures were created to demonstrate the use of this treatment volume. CONCLUSIONS:Modified PTVs targeting high-risk areas may improve local control while minimizing toxicities, allowing dose escalation with intensity-modulated or stereotactic body radiation therapy.
PMCID:3971882
PMID: 24267969
ISSN: 1879-355x
CID: 4742732
Surgical therapy for early hepatocellular carcinoma in the modern era: a 10-year SEER-medicare analysis
Nathan, Hari; Hyder, Omar; Mayo, Skye C; Hirose, Kenzo; Wolfgang, Christopher L; Choti, Michael A; Pawlik, Timothy M
OBJECTIVE:We sought to quantify the use of and analyze factors predictive of receipt of surgical therapy for early hepatocellular carcinoma (HCC). BACKGROUND:The incidence of HCC is increasing, and the options for surgical therapy for early HCC have expanded, but the use of surgical therapy for early HCC has not been examined in a modern cohort. METHODS:A retrospective cohort study was performed using data from the 1998-2007 Surveillance, Epidemiology, and End Results-Medicare linked database. Data were analyzed for patients 66 years of age and older with early HCC (tumors ≤5 cm without metastatic disease, nodal metastasis, extrahepatic extension, or major vascular invasion). Both Surveillance, Epidemiology, and End Results and Medicare data were used to ascertain receipt of therapy as well as comorbidity burden and other patient and hospital variables. Multivariable logistic regression models were used to analyze factors associated with receipt of therapy. RESULTS:Our selection criteria identified 1745 patients for this study. Most patients had tumors between 2 and 5 cm in size (n = 1440, 83%). Solitary tumors (n = 1121, 64%) were more common than multiple tumors (n = 624, 36%). A total of 820 patients (47%) with early HCC received no surgical therapy. Among 741 patients with solitary, unilobar tumors and microscopic confirmation of HCC, 246 (33%) received no surgical therapy. Of 535 patients with no liver-related comorbidities, 273 (51%) did not receive surgical therapy. In multivariable analysis, patient age, income, tumor factors, liver-related comorbidities, and hospital factors were associated with receipt of surgical therapy. CONCLUSIONS:Although some patients with early HCC may not be candidates for surgical therapy, these data suggest that there is a significant missed opportunity to improve survival of patients with early HCC through the use of surgical therapy.
PMCID:3994667
PMID: 23299519
ISSN: 1528-1140
CID: 4742352
Predicting complicated choledocholithiasis [Comment]
Wolfgang, Christopher Lee
PMID: 23830359
ISSN: 1095-8673
CID: 4742562
Impact of sarcopenia on outcomes following intra-arterial therapy of hepatic malignancies
Dodson, Rebecca M; Firoozmand, Amin; Hyder, Omar; Tacher, Vania; Cosgrove, David P; Bhagat, Nikhil; Herman, Joseph M; Wolfgang, Christopher L; Geschwind, Jean-Francois H; Kamel, Ihab R; Pawlik, Timothy M
BACKGROUND:Assessment of patient performance status is often subjective. Sarcopenia--measurement of muscle wasting--may be a more objective means to assess performance status and therefore mortality risk following intra-arterial therapy (IAT). METHODS:Total psoas area (TPA) was measured on cross-sectional imaging in 216 patients undergoing IAT of hepatic malignancies between 2002 and 2012. Sarcopenia was defined as TPA in the lowest sex-specific quartile. Impact of sarcopenia was assessed relative to other clinicopathological factors. RESULTS:Indications for IAT included hepatocellular carcinoma (51 %), intrahepatic cholangiocarcinoma (13 %), colorectal liver metastasis (7 %), or other metastatic disease (30 %). Median TPA among men (568 mm(2)/m(2)) was greater than women (413 mm(2)/m(2)). IAT involved conventional chemoembolization (54 %), drug-eluting beads (40 %), or yttrium-90 (6 %). Median tumor size was 5.8 cm; most patients had multiple lesions (74 %). Ninety-day mortality was 9.3 %; 3-year survival was 39 %. Factors associated with risk of death were tumor size (HR = 1.84) and Child's score (HR = 2.15) (all P < 0.05). On multivariate analysis, sarcopenia remained independently associated with increased risk of death (lowest vs. highest TPA quartile, HR = 1.84; P = 0.04). Sarcopenic patients had a 3-year survival of 28 vs. 44 % for non-sarcopenic patients. CONCLUSIONS:Sarcopenia was an independent predictor of mortality following IAT with sarcopenic patients having a twofold increased risk of death. Sarcopenia is an objective measure of frailty that can help clinical decision-making regarding IAT for hepatic malignancies.
PMCID:3982291
PMID: 24065364
ISSN: 1873-4626
CID: 4742662
The diagnosis and surgical treatment of pancreatoblastoma in adults: a case series and review of the literature [Case Report]
Salman, Bulent; Brat, Gabriel; Yoon, Yoo-Seok; Hruban, Ralph H; Singhi, Aatur D; Fishman, Elliot K; Herman, Joseph M; Wolfgang, Christopher L
INTRODUCTION/BACKGROUND:Pancreatoblastoma is an extremely rare pancreatic neoplasm in adults. The aim of this study is to report our experience with adult pancreatoblastoma as well as review the cases reported in the literature in order to provide guidelines for the management of patients with this rare neoplasm. METHODS:We have encountered three cases of pancreatoblastoma in adults at our institution in addition to the 30 cases reported to date in literature. RESULTS:The median age of pancreatoblastoma in adults is 37 years (range, 18-78 years); men and women are similarly affected (male/female = 16/17). The behavior of pancreatoblastoma is clearly that of a malignant neoplasm, with local invasion, recurrence, and metastasis. Among the adult reported cases, at diagnosis or operation, metastasis and/or local invasion was found in 14 of 31 adult patients (46 %) (2 patients had no data) The survival was significantly higher in patients with resected tumor (resection only and resection + adjuvant chemo/radiotherapy) when compared to unresected patients (palliative chemo/radiotherapy and no treatment), (p = 0.008, HR = 0.20). CONCLUSION/CONCLUSIONS:When disease is localized, the treatment of choice is a complete surgical resection. The role of adjuvant chemotherapy or radiotherapy is still unclear based on the very small number of patients treated.
PMID: 24081396
ISSN: 1873-4626
CID: 4742692
Influence of patient, physician, and hospital factors on 30-day readmission following pancreatoduodenectomy in the United States
Hyder, Omar; Dodson, Rebecca M; Nathan, Hari; Schneider, Eric B; Weiss, Matthew J; Cameron, John L; Choti, Michael A; Makary, Martin A; Hirose, Kenzo; Wolfgang, Christopher L; Herman, Joseph M; Pawlik, Timothy M
UNLABELLED:IMPORTANCE It is not known whether hospital and surgeon volumes have an association with readmission among patients undergoing pancreatoduodenectomy. OBJECTIVE:To evaluate patient-, surgeon-, and hospital-level factors associated with readmission. DESIGN, SETTING, AND PARTICIPANTS/METHODS:Retrospective cohort study using the Surveillance, Epidemiology, and End Results (SEER)-Medicare data with cases diagnosed from January 1, 1998, to December 31, 2005, and followed up until December 2007. Population-based cancer registry data were linked to Medicare data for the corresponding patients. A total of 1488 unique individuals who underwent a pancreatoduodenectomy were identified. INTERVENTIONS/METHODS:Undergoing pancreatoduodenectomy at hospitals classified by volume of pancreatoduodenectomy procedures performed at the facility were either very-low, low, medium, or high volume. Undergoing pancreatoduodenectomy by surgeons classified by volume of pancreatoduodenectomy procedures performed by the surgeon were either very-low, low, medium, or high volume. MAIN OUTCOMES AND MEASURES/METHODS:In-hospital morbidity, mortality, and 30-day readmission were examined. RESULTS:The median age was 74 years, and 1436 patients (96.5%) had a least 1 medical comorbidity. Patients were treated by 575 distinct surgeons at 298 distinct hospitals. Length of stay was longest (median, 17 days) and 90-day mortality highest (17.2%) at very-low-volume hospitals (P < .001). Among all pancreatoduodenectomy patients, 292 (21.3%) were readmitted within 30 days of discharge. There was no effect of surgeon volume and a modest effect of hospital volume (odds ratio for highest- vs lowest-volume quartiles, 1.85; 95% CI, 1.22-2.80; P = .02). The presence of significant preoperative medical comorbidities was associated with an increased risk for hospital readmission after pancreatoduodenectomy. A comorbidity score greater than 13 had a pronounced effect on the chance of readmission following pancreatoduodenectomy (odds ratio, 2.06; 95% CI, 1.56-2.71; P < .001). The source of variation in readmission was primarily attributable to patient-related factors (95.4%), while hospital factors accounted for 4.3% of the variability and physician factors for only 0.3%. CONCLUSIONS AND RELEVANCE/CONCLUSIONS:Nearly 1 in 5 patients are readmitted following pancreatoduodenectomy. While variation in readmission is, in part, attributable to differences among hospitals, the largest share of variation was found at the patient level.
PMID: 24108580
ISSN: 2168-6262
CID: 4742712
Re-irradiation with stereotactic body radiation therapy as a novel treatment option for isolated local recurrence of pancreatic cancer after multimodality therapy: experience from two institutions
Wild, Aaron T; Hiniker, Susan M; Chang, Daniel T; Tran, Phuoc T; Khashab, Mouen A; Limaye, Maneesha R; Laheru, Daniel A; Le, Dung T; Kumar, Rachit; Pai, Jonathan S; Hargens, Blaire; Sharabi, Andrew B; Shin, Eun Ji; Zheng, Lei; Pawlik, Timothy M; Wolfgang, Christopher L; Koong, Albert C; Herman, Joseph M
Limited treatment options exist for isolated local recurrence of pancreatic ductal adenocarcinoma (PDA) following surgical resection accompanied by neoadjuvant or adjuvant chemoradiation therapy (CRT). While select patients are eligible for re-resection, recurrent lesions are often unresectable. Stereotactic body radiation therapy (SBRT) represents a possible minimally invasive treatment option for these patients, although published data in this setting are currently lacking. This study examines the safety, efficacy, and palliative capacity of re-irradiation with SBRT for isolated local PDA recurrence. All patients undergoing SBRT at two academic centers from 2008-2012 were retrospectively reviewed to identify those who received re-irradiation with SBRT for isolated local recurrence or progression of PDA after previous conventionally fractionated CRT. Information regarding demographics, clinicopathologic characteristics, therapies received, survival, symptom palliation, and toxicity was obtained from patient charts. Kaplan-Meier statistics were used to analyze survival and the log-rank test was used to compare survival among patient subgroups. Eighteen patients were identified. Fifteen had previously undergone resection with neoadjuvant or adjuvant CRT, while 3 received definitive CRT for locally advanced disease. Median CRT dose was 50.4 Gy [interquartile range (IQR), 45.0-50.4 Gy] in 28 fractions. All patients subsequently received gemcitabine-based maintenance chemotherapy, but developed isolated local disease recurrence or progression without evidence of distant metastasis. Locally recurrent or progressive disease was treated with SBRT to a median dose of 25.0 Gy (range, 20.0-27.0 Gy) in 5 fractions. Median survival from SBRT was 8.8 months (95% CI, 1.2-16.4 months). Despite having similar clinicopathologic disease characteristics, patients who experienced local progression greater than vs. less than 9 months after surgery/definitive CRT demonstrated superior median survival (11.3 vs. 3.4 months; P=0.019) and progression-free survival (10.6 vs. 3.2 months; P=0.030) after SBRT. Rates of freedom from local progression at 6 and 12 months after SBRT were 78% (14 of 18 patients) and 62% (5 of 8 patients), respectively. Effective symptom palliation was achieved in 4 of 7 patients (57%) who reported symptoms of abdominal or back pain prior to SBRT. Five patients (28%) experienced grade 2 acute toxicity; none experienced grade ≥3 acute toxicity. One patient (6%) experienced grade 3 late toxicity in the form of small bowel obstruction. In conclusion, re-irradiation with hypofractionated SBRT in this salvage scenario appears to be a safe and reasonable option for palliation of isolated local PDA recurrence or progression following previous conventional CRT. Patients with a progression-free interval of greater than 9 months prior to isolated local recurrence or progression may be most suitable for re-irradiation with SBRT, as they appear to have a better prognosis with survival that is long enough for local control to be of potential benefit.
PMCID:3819776
PMID: 24294505
ISSN: 2078-6891
CID: 4742762
Resection of borderline resectable pancreatic cancer after neoadjuvant chemoradiation does not depend on improved radiographic appearance of tumor-vessel relationships
Dholakia, Avani S; Hacker-Prietz, Amy; Wild, Aaron T; Raman, Siva P; Wood, Laura D; Huang, Peng; Laheru, Daniel A; Zheng, Lei; De Jesus-Acosta, Ana; Le, Dung T; Schulick, Richard; Edil, Barish; Ellsworth, Susannah; Pawlik, Timothy M; Iacobuzio-Donahue, Christine A; Hruban, Ralph H; Cameron, John L; Fishman, Elliot K; Wolfgang, Christopher L; Herman, Joseph M
OBJECTIVE:Neoadjuvant therapy increases rates of margin-negative resection of borderline resectable pancreatic ductal adenocarcinoma (BL-PDAC). Criteria for BL-PDAC resection following neoadjuvant chemotherapy and radiation therapy (NCRT) have not been clearly defined. METHODS:Fifty consecutive patients with BL-PDAC who received NCRT from 2007 to 2012 were identified. Computed tomography (CT) scans pre- and post-treatment were centrally reviewed. RESULTS:< 0.001). Of patients undergoing resection, 93 % were margin-negative, 72 % were node-negative, and 54 % demonstrated moderate pathologic response to NCRT. CONCLUSION/CONCLUSIONS:Apparent radiographic extent of vascular involvement does not change significantly after NCRT. Patients without metastatic disease should be chosen for surgical exploration based on adequate performance status and lack of disease progression.
PMCID:4352297
PMID: 25755849
ISSN: 1948-7894
CID: 4743252
Correlation of Smad4 status with outcomes in patients receiving erlotinib combined with adjuvant chemoradiation and chemotherapy after resection for pancreatic adenocarcinoma
Herman, Joseph M; Fan, Katherine Y; Wild, Aaron T; Wood, Laura D; Blackford, Amanda L; Donehower, Ross C; Hidalgo, Manuel; Schulick, Richard D; Edil, Barish H; Choti, Michael A; Hruban, Ralph H; Pawlik, Timothy M; Cameron, John L; Laheru, Daniel A; Iacobuzio-Donahue, Christine A; Wolfgang, Christopher L
PMCID:3982289
PMID: 24074918
ISSN: 1879-355x
CID: 4742672