Gene pair based prognostic signature for colorectal colon cancer

被引:10
作者
Shu, Peng [1 ]
Wu, Jianping [2 ]
Tong, Yao [3 ]
Xu, Chunxia [1 ]
Zhang, Xingguo [1 ]
机构
[1] Beilun Peoples Hosp, 1288 East Lushan Rd, Ningbo 315800, Zhejiang, Peoples R China
[2] Zhejiang Univ, Affiliated Hosp 1, Coll Med, Dept Lab Med, Hangzhou, Zhejiang, Peoples R China
[3] Cornell Univ, Coll Agr & Life Sci, Ithaca, NY 14853 USA
关键词
colorectal cancer; prognosis; prognosis-related gene pairs; relapse-free survival; STAGE-II; POOR-PROGNOSIS; EXPRESSION; RECURRENCE; FLUOROURACIL; VALIDATION; IMPACT;
D O I
10.1097/MD.0000000000012788
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The identification of high-risk colorectal cancer (CRC) patient is key to individualized treatment after surgery and reliable prognostic biomarkers are needed identifying high-risk CRC patients. Methods: We developed a gene pair based prognostic signature that could can the prognosis risk in patients with CRC. This study retrospectively analyzed 4 public CRC datasets, and 1123 patients with CRC were divided into a training cohort (n= 300) and 3 independent validation cohorts (n= 507, 226, and 90 patients). Results: A signature of 9 prognosis-related gene pairs (PRGPs) consisting of 17 unique genes was constructed. Then, a PRGP index (PRGPI) was constructed and divided patients into high-and low-risk groups according to the signature score. Patients in the high-risk group showed a poorer relapse-free survival than the low-risk group in both the training cohort [ hazard ratio (HR) range, 4.6, 95% confidence interval (95% CI), 2.55-8.32; P<. 0001] and meta-validation set (hazard ratio range, 4.09, 95% CI, 1.99-8.39; P<. 0001). The PRGPI signature achieved a higher accuracy [ mean concordance index (C-index): 0.6 0.74] than a commercialized molecular signature (mean C-index, 0.48 0.56) for estimation of relapse-free survival in comparable validation sets. Conclusion: The gene pair based prognostic signature is a promising biomarker for estimating relapse-free survival of CRC.
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页数:7
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共 36 条
  • [1] Clinical significance of kallikrein-related peptidase (KLK10) mRNA expression in colorectal cancer
    Alexopoulou, Dimitra K.
    Papadopoulos, Iordanis N.
    Scorilas, Andreas
    [J]. CLINICAL BIOCHEMISTRY, 2013, 46 (15) : 1453 - 1461
  • [2] Stage II colon cancer prognosis prediction by tumor gene expression profiling
    Barrier, Alain
    Boelle, Pierre-Yves
    Roser, Francois
    Gregg, Jennifer
    Tse, Chantal
    Brault, Didier
    Lacaine, Francois
    Houry, Sidney
    Huguier, Michel
    Franc, Brigitte
    Flahault, Antoine
    Lemoine, Antoinette
    Dudoit, Sandrine
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (29) : 4685 - 4691
  • [3] Gene expression profiling-derived immunohistochemistry signature with high prognostic value in colorectal carcinoma
    Chang, Wenjun
    Gao, Xianhua
    Han, Yifang
    Du, Yan
    Liu, Qizhi
    Wang, Lei
    Tan, Xiaojie
    Zhang, Qi
    Liu, Yan
    Zhu, Yan
    Yu, Yongwei
    Fan, Xinjuan
    Zhang, Hongwei
    Zhou, Weiping
    Wang, Jianping
    Fu, Chuangang
    Cao, Guangwen
    [J]. GUT, 2014, 63 (09) : 1457 - 1467
  • [4] Knockdown of KRT17 by siRNA induces antitumoral effects on gastric cancer cells
    Chivu-Economescu, Mihaela
    Dragu, Denisa L.
    Necula, Laura G.
    Matei, Lilia
    Enciu, Ana Maria
    Bleotu, Coralia
    Diaconu, Carmen C.
    [J]. GASTRIC CANCER, 2017, 20 (06) : 948 - 959
  • [5] CDX2 as a Prognostic Biomarker in Stage II and Stage III Colon Cancer
    Dalerba, Piero
    Sahoo, Debashis
    Paik, Soonmyung
    Guo, Xiangqian
    Yothers, Greg
    Song, Nan
    Wilcox-Fogel, Nate
    Forgo, Erna
    Rajendran, Pradeep S.
    Miranda, Stephen P.
    Hisamori, Shigeo
    Hutchison, Jacqueline
    Kalisky, Tomer
    Qian, Dalong
    Wolmark, Norman
    Fisher, George A.
    van de Rijn, Matt
    Clarke, Michael F.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2016, 374 (03) : 211 - 222
  • [6] Methylation of Cancer-Stem-Cell-Associated Wnt Target Genes Predicts Poor Prognosis in Colorectal Cancer Patients
    de Sousa e Melo, Felipe
    Colak, Selcuk
    Buikhuisen, Joyce
    Koster, Jan
    Cameron, Kate
    de Jong, Joan H.
    Tuynman, Jurriaan B.
    Prasetyanti, Pramudita R.
    Fessler, Evelyn
    van den Bergh, Saskia P.
    Rodermond, Hans
    Dekker, Evelien
    van der Loos, Chris M.
    Pals, Steven T.
    van de Vijver, Marc J.
    Versteeg, Rogier
    Richel, Dick J.
    Vermeulen, Louis
    Medema, Jan Paul
    [J]. CELL STEM CELL, 2011, 9 (05) : 476 - 485
  • [7] Integrin expression profiling identifies integrin alpha5 and beta1 as prognostic factors in early stage non-small cell lung cancer
    Dingemans, Anne-Marie C.
    van den Boogaart, Vivian
    Vosse, Bettine A.
    van Suylen, Robert-Jan
    Griffioen, Arjan W.
    Thijssen, Victor L.
    [J]. MOLECULAR CANCER, 2010, 9
  • [8] Challenges in the Management of Stage II Colon Cancer
    Dotan, Efrat
    Cohen, Steven J.
    [J]. SEMINARS IN ONCOLOGY, 2011, 38 (04) : 511 - 520
  • [9] Relative Expression Analysis for Molecular Cancer Diagnosis and Prognosis
    Eddy, James A.
    Sung, Jaeyun
    Geman, Donald
    Price, Nathan D.
    [J]. TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2010, 9 (02) : 149 - 159
  • [10] On representing the prognostic value of continuous gene expression biomarkers with the restricted mean survival curve
    Eng, Kevin H.
    Schiller, Emily
    Morrell, Kayla
    [J]. ONCOTARGET, 2015, 6 (34) : 36308 - 36318