Prognostic and predictive value of a five-molecule panel in resected pancreatic ductal adenocarcinoma: A multicentre study

被引:17
作者
Guo, Jun-Chao [1 ]
Zhang, Peng [2 ]
Zhou, Li [1 ]
You, Lei [1 ]
Liu, Qiao-Fei [1 ]
Zhang, Zhi-Gang [3 ]
Sun, Bei [4 ]
Liang, Zhi-Yong [5 ]
Lu, Jun [1 ]
Yuan, Da [1 ]
Tan, Ai-Di [2 ]
Sun, Jian [5 ]
Liao, Quan [1 ]
Dai, Meng-Hua [1 ]
Xiao, Gary Guishan [6 ]
Li, Shao [2 ]
Zhang, Tai-Ping [1 ]
机构
[1] Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Gen Surg, Peking Union Med Coll, Beijing, Peoples R China
[2] Tsinghua Univ, Dept Automat, MOE Key Lab Bioinformat, TCM X Ctr,Bioinformat Div,BNRIST, Beijing, Peoples R China
[3] Shanghai Jiao Tong Univ, Renji Hosp, Sch Med, State Key Lab Oncogenes & Related Genes,Shanghai, Shanghai, Peoples R China
[4] Harbin Med Univ, Dept Pancreat & Biliary Surg, Affiliated Hosp 1, Harbin, Peoples R China
[5] Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Pathol, Peking Union Med Coll, Beijing, Peoples R China
[6] Dalian Univ Technol, Sch Pharmaceut Sci & Technol, Dalian, Peoples R China
来源
EBIOMEDICINE | 2020年 / 55卷
关键词
Prognostic panel; Pancreatic ductal adenocarcinoma; Prognosis; Radical resection; Adjuvant chemotherapy; CANCER DEVELOPMENT; EXPRESSION; CHEMOTHERAPY; GEMCITABINE; SIGNATURE; SURVIVAL; RECEPTOR; SUBTYPES; HEDGEHOG; NETWORK;
D O I
10.1016/j.ebiom.2020.102767
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Pancreatic ductal adenocarcinoma (PDAC) has a devastating prognosis. The performance of clinicopathologic parameters and molecules as prognostic factors remains limited and inconsistent. The present study aimed to construct a multi-molecule biomarker panel to more accurately predict post-resectional prognosis of PDAC patients. Methods: Firstly, a novel computational strategy integrating prognostic evidence from omics and literature on the basis of bioinformatics prediction (CIPHER) to generate the network, was designed to systematically identify potential high-confidence PDAC-related prognostic candidates. After specimens from 605 resected PDAC patients were retrospectively collected, 23 candidates were detected immunohistochemically in tissue-microarrays for the development cohort to construct a multi-molecule panel. Lastly, the panel was validated in two independent cohorts. Findings: According to the constructed five-molecule panel, disease-specific survival (DSS) was significantly poorer in high-risk patients than in low-risk ones in development cohort (HR 2.15, 95%CI 1.51-3.05, P<0.0001; AUC 0.67). In two validation cohorts, similar significant differences between the two groups were also observed (HR 3.18 and 3.31, 95%CI 1.89-5.37 and 1.78-6.16, All P<0.0001; AUC 0.72 and 0.73). In multi-variate analyses, this panel was the sole prognosticator that was significant in each cohort. Furthermore, its predictive power for long-term survival, higher than its individual constituents, could be largely enhanced by combination with traditional clinicopathological variables. Finally, adjuvant chemotherapy (ACT) correlated with better DSS only in high-risk patients, uni- and multi-variately, in all the cohorts. Interpretation: The novel prognostic panel developed by a systematically network-based strategy presents strong ability in prediction of post-resectional survival of PDAC patients. Furthermore, panel-defined high-risk patients might benefit more from ACT. (C) 2020 The Author(s). Published by Elsevier B.V.
引用
收藏
页数:11
相关论文
共 33 条
  • [1] Multi-institutional Validation Study of the American Joint Commission on Cancer (8th Edition) Changes for Tand N Staging in Patients With Pancreatic Adenocarcinoma
    Allen, Peter J.
    Kuk, Deborah
    Fernandez-del Castillo, Carlos
    Basturk, Olca
    Wolfgang, Christopher L.
    Cameron, John L.
    Lillemoe, Keith D.
    Ferrone, Cristina R.
    Morales-Oyarvide, Vicente
    He, Jin
    Weiss, Matthew J.
    Hruban, Ralph H.
    Gonen, Mithat
    Klimstra, David S.
    Mino-Kenudson, Mari
    [J]. ANNALS OF SURGERY, 2017, 265 (01) : 185 - 191
  • [2] Genomic analyses identify molecular subtypes of pancreatic cancer
    Bailey, Peter
    Chang, David K.
    Nones, Katia
    Johns, Amber L.
    Patch, Ann-Marie
    Gingras, Marie-Claude
    Miller, David K.
    Christ, Angelika N.
    Bruxner, Tim J. C.
    Quinn, Michael C.
    Nourse, Craig
    Murtaugh, L. Charles
    Harliwong, Ivon
    Idrisoglu, Senel
    Manning, Suzanne
    Nourbakhsh, Ehsan
    Wani, Shivangi
    Fink, Lynn
    Holmes, Oliver
    Chin, Vencssa
    Anderson, Matthew J.
    Kazakoff, Stephen
    Leonard, Conrad
    Newell, Felicity
    Waddell, Nick
    Wood, Scott
    Xu, Qinying
    Wilson, Peter J.
    Cloonan, Nicole
    Kassahn, Karin S.
    Taylor, Darrin
    Quek, Kelly
    Robertson, Alan
    Pantano, Lorena
    Mincarelli, Laura
    Sanchez, Luis N.
    Evers, Lisa
    Wu, Jianmin
    Pinese, Mark
    Cowley, Mark J.
    Jones, Marc D.
    Colvin, Emily K.
    Nagrial, Adnan M.
    Humphrey, Emily S.
    Chantrill, Lorraine A.
    Mawson, Amanda
    Humphris, Jeremy
    Chou, Angela
    Pajic, Marina
    Scarlett, Christopher J.
    [J]. NATURE, 2016, 531 (7592) : 47 - +
  • [3] Prognostic stratification of resected pancreatic ductal adenocarcinoma: Past, present, and future
    Barhli, Aline
    Cros, Jerome
    Bartholin, Laurent
    Neuzillet, Cindy
    [J]. DIGESTIVE AND LIVER DISEASE, 2018, 50 (10) : 979 - 990
  • [4] X-tile: A new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization
    Camp, RL
    Dolled-Filhart, M
    Rimm, DL
    [J]. CLINICAL CANCER RESEARCH, 2004, 10 (21) : 7252 - 7259
  • [5] Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma
    Chen, Dung-Tsa
    Davis-Yadley, Ashley H.
    Huang, Po-Yu
    Husain, Kazim
    Centeno, Barbara A.
    Permuth-Wey, Jennifer
    Pimiento, Jose M.
    Malafa, Mokenge
    [J]. PLOS ONE, 2015, 10 (08):
  • [6] Subtypes of pancreatic ductal adenocarcinoma and their differing responses to therapy
    Collisson, Eric A.
    Sadanandam, Anguraj
    Olson, Peter
    Gibb, William J.
    Truitt, Morgan
    Gu, Shenda
    Cooc, Janine
    Weinkle, Jennifer
    Kim, Grace E.
    Jakkula, Lakshmi
    Feiler, Heidi S.
    Ko, Andrew H.
    Olshen, Adam B.
    Danenberg, Kathleen L.
    Tempero, Margaret A.
    Spellman, Paul T.
    Hanahan, Douglas
    Gray, Joe W.
    [J]. NATURE MEDICINE, 2011, 17 (04) : 500 - U140
  • [7] FOLFIRINOX or Gemcitabine as Adjuvant Therapy for Pancreatic Cancer
    Conroy, T.
    Hammel, P.
    Hebbar, M.
    Ben Abdelghani, M.
    Wei, A. C.
    Raoul, J. -L.
    Chone, L.
    Francois, E.
    Artru, P.
    Biagi, J. J.
    Lecomte, T.
    Assenat, E.
    Faroux, R.
    Ychou, M.
    Volet, J.
    Sauvanet, A.
    Breysacher, G.
    Di Fiore, F.
    Cripps, C.
    Kavan, P.
    Texereau, P.
    Bouhier-Leporrier, K.
    Khemissa-Akouz, F.
    Legoux, J. -L.
    Juzyna, B.
    Gourgou, S.
    O'Callaghan, C. J.
    Jouffroy-Zeller, C.
    Rat, P.
    Malka, D.
    Castan, F.
    Bachet, J. -B.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2018, 379 (25) : 2395 - 2406
  • [8] Systematic CpG Islands Methylation Profiling of Genes in the Wnt Pathway in Epithelial Ovarian Cancer Identifies Biomarkers of Progression-Free Survival
    Dai, Wei
    Teodoridis, Jens M.
    Zeller, Constanze
    Graham, Janet
    Hersey, Jenny
    Flanagan, James M.
    Stronach, Euan
    Millan, David W.
    Siddiqui, Nadeem
    Paul, Jim
    Brown, Robert
    [J]. CLINICAL CANCER RESEARCH, 2011, 17 (12) : 4052 - 4062
  • [9] Re-Evaluating the Impact of Tumor Size on Survival Following Pancreaticoduodenectomy for Pancreatic Adenocarcinoma
    de Jong, Mechteld C.
    Li, Fuyu
    Cameron, John L.
    Wolfgang, Christopher L.
    Edil, Barish H.
    Herman, Joseph M.
    Choti, Michael A.
    Eckhauser, Frederick
    Hirose, Kenzo
    Schulick, Richard D.
    Pawlik, Timothy M.
    [J]. JOURNAL OF SURGICAL ONCOLOGY, 2011, 103 (07) : 656 - 662
  • [10] Messenger RNA modifications: Form, distribution, and function
    Gilbert, Wendy V.
    Bell, Tristan A.
    Schaening, Cassandra
    [J]. SCIENCE, 2016, 352 (6292) : 1408 - 1412