A Six-Gene Signature Predicts Survival of Patients with Localized Pancreatic Ductal Adenocarcinoma

被引:197
作者
Stratford, Jeran K. [1 ]
Bentrem, David J. [2 ,3 ]
Anderson, Judy M. [4 ]
Fan, Cheng [5 ]
Volmar, Keith A. [6 ]
Marron, J. S. [5 ,7 ]
Routh, Elizabeth D. [5 ]
Caskey, Laura S. [5 ]
Samuel, Jonathan C. [8 ]
Der, Channing J. [1 ,5 ]
Thorne, Leigh B. [6 ,7 ]
Calvo, Benjamin F. [5 ,8 ]
Kim, Hong Jin [5 ,8 ]
Talamonti, Mark S. [9 ]
Iacobuzio-Donahue, Christine A. [10 ]
Hollingsworth, Michael A. [4 ]
Perou, Charles M. [5 ,11 ]
Yeh, Jen Jen [1 ,5 ,8 ]
机构
[1] Univ N Carolina, Dept Pharmacol, Chapel Hill, NC 27515 USA
[2] Northwestern Univ, Feinberg Sch Med, Dept Surg, Chicago, IL 60611 USA
[3] Northwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, Chicago, IL 60611 USA
[4] Univ Nebraska, Eppley Canc Inst, Omaha, NE 68182 USA
[5] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
[6] Univ N Carolina, Dept Pathol, Chapel Hill, NC 27599 USA
[7] Univ N Carolina, Dept Stat & Operat Res, Chapel Hill, NC 27599 USA
[8] Univ N Carolina, Dept Surg, Chapel Hill, NC 27599 USA
[9] NorthShore Univ HealthSyst, Dept Surg, Baltimore, MD USA
[10] Johns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21205 USA
[11] Univ N Carolina, Dept Genet, Chapel Hill, NC USA
关键词
LONG-TERM SURVIVAL; GEMCITABINE-BASED CHEMORADIATION; SINGLE-INSTITUTION EXPERIENCE; GENE-EXPRESSION PROFILES; RANDOMIZED PHASE-III; 5-YEAR SURVIVORS; MICROARRAY DATA; BREAST-CANCER; 1423; PANCREATICODUODENECTOMIES; RESECTABLE ADENOCARCINOMA;
D O I
10.1371/journal.pmed.1000307
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Pancreatic ductal adenocarcinoma (PDAC) remains a lethal disease. For patients with localized PDAC, surgery is the best option, but with a median survival of less than 2 years and a difficult and prolonged postoperative course for most, there is an urgent need to better identify patients who have the most aggressive disease. Methods and Findings: We analyzed the gene expression profiles of primary tumors from patients with localized compared to metastatic disease and identified a six-gene signature associated with metastatic disease. We evaluated the prognostic potential of this signature in a training set of 34 patients with localized and resected PDAC and selected a cut-point associated with outcome using X-tile. We then applied this cut-point to an independent test set of 67 patients with localized and resected PDAC and found that our signature was independently predictive of survival and superior to established clinical prognostic factors such as grade, tumor size, and nodal status, with a hazard ratio of 4.1 (95% confidence interval [CI] 1.7-10.0). Patients defined to be high-risk patients by the six-gene signature had a 1-year survival rate of 55% compared to 91% in the low-risk group. Conclusions: Our six-gene signature may be used to better stage PDAC patients and assist in the difficult treatment decisions of surgery and to select patients whose tumor biology may benefit most from neoadjuvant therapy. The use of this six-gene signature should be investigated in prospective patient cohorts, and if confirmed, in future PDAC clinical trials, its potential as a biomarker should be investigated. Genes in this signature, or the pathways that they fall into, may represent new therapeutic targets.
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页数:10
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