Identification and Validation of a Biomarker Signature in Patients With Resectable Pancreatic Cancer via Genome-Wide Screening for Functional Genetic Variants

被引:29
作者
Dimitrakopoulos, Christos [2 ,3 ]
Vrugt, Bart [4 ]
Flury, Renata [5 ]
Schraml, Peter [4 ]
Knippschild, Uwe [6 ]
Wild, Peter [4 ,7 ]
Hoerstrup, Simon [8 ]
Henne-Bruns, Doris [6 ]
Wuerl, Peter [9 ]
Graf, Rolf [10 ]
Breitenstein, Stefan [1 ]
Bond, Gareth [11 ]
Beerenwinkel, Niko [2 ,3 ]
Grochola, Lukasz Filip [1 ,8 ]
机构
[1] Cantonal Hosp Winterthur, Dept Visceral & Thorac Surg, Brauerstr 15, CH-8401 Winterthur, Switzerland
[2] Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, Computat Biol Grp, Zurich, Switzerland
[3] Swiss Inst Bioinformat, Basel, Switzerland
[4] Univ Hosp Zurich, Dept Pathol & Mol Pathol, Zurich, Switzerland
[5] Cantonal Hosp Winterthur, Inst Pathol, Winterthur, Switzerland
[6] Ulm Univ Hosp, Dept Gen & Visceral Surg, Ulm, Germany
[7] Goethe Univ Hosp Frankfurt, Senckenberg Inst Pathol, Frankfurt, Germany
[8] Univ Zurich, Inst Regenerat Med, Zurich, Switzerland
[9] Klinikum Dessau, Dept Gen Visceral & Thorac Surg, Dessau, Germany
[10] Univ Hosp Zurich, Dept Visceral & Transplantat Surg, Zurich, Switzerland
[11] Univ Oxford, Ludwig Inst Canc Res, Oxford, England
关键词
R CLASSIFICATION; P53; PATHWAY; SURVIVAL; CD44; POLYMORPHISMS; ASSOCIATION; CHEMORADIATION; GEMCITABINE; PREDICTS; ADJUVANT;
D O I
10.1001/jamasurg.2019.0484
中图分类号
R61 [外科手术学];
学科分类号
摘要
IMPORTANCE Surgery currently offers the only chance for a cure in pancreatic ductal adenocarcinoma (PDAC), but it carries a significant morbidity and mortality risk and results in varying oncologic outcomes. At present, to our knowledge, there are no tests available before surgical resection to identify tumors with an aggressive biological phenotype that could guide personalized treatment strategies. OBJECTIVE Identification of noninvasive genetic biomarkers that could direct therapy in patients whose cases are amenable to pancreatic cancer resection. DESIGN, SETTING, AND PARTICIPANTS This multicenter study combined a prospective European cohort of patients with PDAC who underwent pancreatic resection (from University Hospital of Zurich, Zurich, Switzerland; Cantonal Hospital of Winterthur, Winterthur, Switzerland; and University Clinic of Ulm, Ulm, Germany) with data from the Cancer Genome Atlas database in the United States, which includes prospectively registered patients with PDAC. A genome-wide screening for functional single-nucleotide polymorphisms (SNPs) that affect PDAC survival was conducted using the European cohort for identification and the Cancer Genome Atlas cohort for validation. We used Cox proportional hazards models to screen for high-frequency polymorphic variants that are associated with allelic differences in tumor-associated survival and either result in an altered protein structure and function or reside in known regulatory noncoding genomic regions. The false-discovery rate method was applied for multiple hypothesis-testing corrections. Data analysis occurred from November 2017 to May 2018. EXPOSURES Pancreatic resection. MAIN OUTCOMES AND MEASURES Tumor-associated survival. RESULTS A total of 195 patients in the European cohort were included, as well as 136 patients in the Cancer Genome Atlas cohort (overall median [range] age, 66 [19-87] years; 156 [47.1%] were women, and 175 [52.9%] were men). Two SNPs in noncoding, functional regions of genes that regulate cancer progression, invasion, and metastasis were identified (CHI3L2 SNP rs684559 and CD44 SNP rs353630). These were associated with survival after PDAC resection; patients who carry the risk alleles at 1 of both SNP loci had a 2.63-fold increased risk for tumor-associated death compared with those with protective genotypes (hazard ratio for survival, 0.38 [95% CI, 0.27-0.53]; P = 1.0 x 10(-8)). CONCLUSIONS AND RELEVANCE The identified polymorphisms may serve as a noninvasive biomarker signature of prospective survival after pancreatic resection that is readily available at the time of PDAC diagnosis. This signature can be used to identify a subset of high-risk patients with PDAC with very low survival probability who might be eligible for inclusion in clinical trials of new therapeutic strategies, including neoadjuvant chemotherapy protocols. In addition, the biological knowledge about these SNPs could help guide the development of individualized genomic strategies for PDAC therapies.
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页数:10
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  • [1] A method and server for predicting damaging missense mutations
    Adzhubei, Ivan A.
    Schmidt, Steffen
    Peshkin, Leonid
    Ramensky, Vasily E.
    Gerasimova, Anna
    Bork, Peer
    Kondrashov, Alexey S.
    Sunyaev, Shamil R.
    [J]. NATURE METHODS, 2010, 7 (04) : 248 - 249
  • [2] Integrated Genomic Characterization of Pancreatic Ductal Adenocarcinoma
    Aguirre, Andrew J.
    Hruban, Ralph H.
    Raphael, Benjamin J.
    [J]. CANCER CELL, 2017, 32 (02) : 185 - +
  • [3] A global reference for human genetic variation
    Altshuler, David M.
    Durbin, Richard M.
    Abecasis, Goncalo R.
    Bentley, David R.
    Chakravarti, Aravinda
    Clark, Andrew G.
    Donnelly, Peter
    Eichler, Evan E.
    Flicek, Paul
    Gabriel, Stacey B.
    Gibbs, Richard A.
    Green, Eric D.
    Hurles, Matthew E.
    Knoppers, Bartha M.
    Korbel, Jan O.
    Lander, Eric S.
    Lee, Charles
    Lehrach, Hans
    Mardis, Elaine R.
    Marth, Gabor T.
    McVean, Gil A.
    Nickerson, Deborah A.
    Wang, Jun
    Wilson, Richard K.
    Boerwinkle, Eric
    Doddapaneni, Harsha
    Han, Yi
    Korchina, Viktoriya
    Kovar, Christie
    Lee, Sandra
    Muzny, Donna
    Reid, Jeffrey G.
    Zhu, Yiming
    Chang, Yuqi
    Feng, Qiang
    Fang, Xiaodong
    Guo, Xiaosen
    Jian, Min
    Jiang, Hui
    Jin, Xin
    Lan, Tianming
    Li, Guoqing
    Li, Jingxiang
    Li, Yingrui
    Liu, Shengmao
    Liu, Xiao
    Lu, Yao
    Ma, Xuedi
    Tang, Meifang
    Wang, Bo
    [J]. NATURE, 2015, 526 (7571) : 68 - +
  • [4] [Anonymous], 2010, COLD SPRING HARBPERS, DOI DOI 10.1101/CSHPERSPECT
  • [5] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [6] Postresection CA 19-9 Predicts Overall Survival in Patients With Pancreatic Cancer Treated With Adjuvant Chemoradiation: A Prospective Validation by RTOG 9704
    Berger, Adam C.
    Garcia, Miguel, Jr.
    Hoffman, John P.
    Regine, William F.
    Abrams, Ross A.
    Safran, Howard
    Konski, Andre
    Benson, Alan B., III
    MacDonald, John
    Willett, Christopher G.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (36) : 5918 - 5922
  • [7] A single nucleotide polymorphism in the MDM2 promoter attenuates the p53 tumor suppressor pathway and accelerates tumor formation in humans
    Bond, GL
    Hu, WW
    Bond, EE
    Robins, H
    Lutzker, SG
    Arva, NC
    Bargonetti, J
    Bartel, F
    Taubert, H
    Wuerl, P
    Onel, K
    Yip, L
    Hwang, SJ
    Strong, LC
    Lozano, G
    Levine, AJ
    [J]. CELL, 2004, 119 (05) : 591 - 602
  • [8] Margin Clearance and Outcome in Resected Pancreatic Cancer
    Chang, David K.
    Johns, Amber L.
    Merrett, Neil D.
    Gill, Anthony J.
    Colvin, Emily K.
    Scarlett, Christopher J.
    Nguyen, Nam Q.
    Leong, Rupert W. L.
    Cosman, Peter H.
    Kelly, Mark I.
    Sutherland, Robert L.
    Henshall, Susan M.
    Kench, James G.
    Biankin, Andrew V.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (17) : 2855 - 2862
  • [9] An integrated encyclopedia of DNA elements in the human genome
    Dunham, Ian
    Kundaje, Anshul
    Aldred, Shelley F.
    Collins, Patrick J.
    Davis, CarrieA.
    Doyle, Francis
    Epstein, Charles B.
    Frietze, Seth
    Harrow, Jennifer
    Kaul, Rajinder
    Khatun, Jainab
    Lajoie, Bryan R.
    Landt, Stephen G.
    Lee, Bum-Kyu
    Pauli, Florencia
    Rosenbloom, Kate R.
    Sabo, Peter
    Safi, Alexias
    Sanyal, Amartya
    Shoresh, Noam
    Simon, Jeremy M.
    Song, Lingyun
    Trinklein, Nathan D.
    Altshuler, Robert C.
    Birney, Ewan
    Brown, James B.
    Cheng, Chao
    Djebali, Sarah
    Dong, Xianjun
    Dunham, Ian
    Ernst, Jason
    Furey, Terrence S.
    Gerstein, Mark
    Giardine, Belinda
    Greven, Melissa
    Hardison, Ross C.
    Harris, Robert S.
    Herrero, Javier
    Hoffman, Michael M.
    Iyer, Sowmya
    Kellis, Manolis
    Khatun, Jainab
    Kheradpour, Pouya
    Kundaje, Anshul
    Lassmann, Timo
    Li, Qunhua
    Lin, Xinying
    Marinov, Georgi K.
    Merkel, Angelika
    Mortazavi, Ali
    [J]. NATURE, 2012, 489 (7414) : 57 - 74
  • [10] Most pancreatic cancer resections are R1 resections
    Esposito, Irene
    Kleff, Joerg
    Bergmann, Frank
    Reiser, Caroline
    Herpel, Esther
    Friess, Helmut
    Schirmacher, Peter
    Buechler, Markus W.
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2008, 15 (06) : 1651 - 1660