"3G" Trial: An RNA Editing Signature to Guide Gastric Cancer Chemotherapy

被引:12
作者
An, Omer [1 ]
Song, Yangyang [1 ]
Ke, Xinyu [1 ]
So, Jimmy Bok-Yan [2 ,3 ]
Sundar, Raghav [3 ,4 ,5 ,6 ]
Yang, Henry [1 ]
Rha, Sun Young [7 ]
Lee, Ming Hui [4 ]
Tay, Su Ting [4 ]
Ong, Xuewen [4 ]
Tan, Angie Lay Keng [4 ]
Ng, Matthew Chau Hsien [8 ]
Tantoso, Erwin [9 ]
Chen, Leilei [1 ,10 ]
Tan, Patrick [1 ,4 ]
Yong, Wei Peng [1 ,5 ]
机构
[1] Natl Univ Singapore, Canc Sci Inst Singapore, 14 Med Dr, Singapore 117599, Singapore
[2] Natl Univ Singapore Hosp, Dept Surg, Singapore, Singapore
[3] Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore, Singapore
[4] Duke NUS Med Sch, Canc & Stem Cell Biol Programme, Singapore, Singapore
[5] Natl Univ Canc Inst, Dept Haematol Oncol, Singapore, Singapore
[6] Natl Univ Singapore, N1 Inst Hlth, Singapore, Singapore
[7] Yonsei Univ, Yonsei Canc Ctr, Div Med Oncol, Coll Med, Seoul, South Korea
[8] Natl Canc Ctr Singapore, Div Surg Oncol, Singapore, Singapore
[9] ASTAR, Bioinformat Inst BII, Singapore, Singapore
[10] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Anat, Singapore, Singapore
基金
英国医学研究理事会; 新加坡国家研究基金会;
关键词
TO-INOSINE RNA; MESSENGER-RNA; ADENOSINE DEAMINASES; MOLECULAR SUBTYPES; READ ALIGNMENT; PROMOTES; ADARS; PROGRESSION; EXPRESSION; LANDSCAPE;
D O I
10.1158/0008-5472.CAN-20-2872
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer cases are often diagnosed at an advanced stage with poor prognosis. Platinum-based chemotherapy has been internationally accepted as first-line therapy for inoperable or metastatic gastric cancer. To achieve greater benefits, selection of patients eligible for this treatment is critical. Although gene expression profiling has been widely used as a genomic classifier to identify molecular subtypes of gastric cancer and to stratify patients for different chemotherapy regimens, its prediction accuracy can be improved. Adenosine-to-inosine (A-to-I) RNA editing has emerged as a new player contributing to gastric cancer development and progression, offering potential clinical utility for diagnosis and treatment. Using a systematic computational approach followed by both in vitro validations and in silico validations in The Cancer Genome Atlas (TCGA), we conducted a transcriptome- wide RNA editing analysis of a cohort of 104 patients with advanced gastric cancer and identified an RNA editing (GCRE) signature to guide gastric cancer chemotherapy. RNA editing events stood as a prognostic and predictive biomarker in advanced gastric cancer. A GCRE score based on the GCRE signature consisted of 50 editing sites associated with 29 genes, predicting response to chemotherapy with a high accuracy (84%). Of note, patients demonstrating higher editing levels of this panel of sites presented a better overall response. Consistently, gastric cancer cell lines with higher editing levels showed higher chemosensitivity. Applying the GCRE score on TCGA dataset confirmed that responders had significantly higher levels of editing in advanced gastric cancer. Overall, this newly defined GCRE signature reliably stratifies patients with advanced gastric cancer and predicts response from chemotherapy. Significance: This study describes a novel A-to-I RNA editing signature as a prognostic and predictive biomarker in advanced gastric cancer, providing a new tool to improve patient stratification and response to therapy.
引用
收藏
页码:2788 / 2798
页数:11
相关论文
共 65 条
[41]   Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation [J].
O'Leary, Nuala A. ;
Wright, Mathew W. ;
Brister, J. Rodney ;
Ciufo, Stacy ;
McVeigh, Diana Haddad Rich ;
Rajput, Bhanu ;
Robbertse, Barbara ;
Smith-White, Brian ;
Ako-Adjei, Danso ;
Astashyn, Alexander ;
Badretdin, Azat ;
Bao, Yiming ;
Blinkova, Olga ;
Brover, Vyacheslav ;
Chetvernin, Vyacheslav ;
Choi, Jinna ;
Cox, Eric ;
Ermolaeva, Olga ;
Farrell, Catherine M. ;
Goldfarb, Tamara ;
Gupta, Tripti ;
Haft, Daniel ;
Hatcher, Eneida ;
Hlavina, Wratko ;
Joardar, Vinita S. ;
Kodali, Vamsi K. ;
Li, Wenjun ;
Maglott, Donna ;
Masterson, Patrick ;
McGarvey, Kelly M. ;
Murphy, Michael R. ;
O'Neill, Kathleen ;
Pujar, Shashikant ;
Rangwala, Sanjida H. ;
Rausch, Daniel ;
Riddick, Lillian D. ;
Schoch, Conrad ;
Shkeda, Andrei ;
Storz, Susan S. ;
Sun, Hanzhen ;
Thibaud-Nissen, Francoise ;
Tolstoy, Igor ;
Tully, Raymond E. ;
Vatsan, Anjana R. ;
Wallin, Craig ;
Webb, David ;
Wu, Wendy ;
Landrum, Melissa J. ;
Kimchi, Avi ;
Tatusova, Tatiana .
NUCLEIC ACIDS RESEARCH, 2016, 44 (D1) :D733-D745
[42]   Altered adenosine-to-inosine RNA, editing in human cancer [J].
Paz, Nurit ;
Levanon, Erez Y. ;
Amariglio, Ninette ;
Heimberger, Amy B. ;
Ram, Zvi ;
Constantini, Shlomi ;
Barbash, Zohar S. ;
Adamsky, Konstantin ;
Safran, Michal ;
Hirschberg, Avi ;
Krupsky, Meir ;
Ben-Dov, Issachar ;
Cazacu, Simona ;
Mikkelsen, Tom ;
Brodie, Chaya ;
Eisenberg, Eli ;
Rechavi, Gideon .
GENOME RESEARCH, 2007, 17 (11) :1586-1595
[43]   Elevated RNA Editing Activity Is a Major Contributor to Transcriptomic Diversity in Tumors [J].
Paz-Yaacov, Nurit ;
Bazak, Lily ;
Buchumenski, Liana ;
Porath, Hagit T. ;
Danan-Gotthold, Miri ;
Knisbacher, Binyamin A. ;
Eisenberg, Eli ;
Levanon, Erez Y. .
CELL REPORTS, 2015, 13 (02) :267-276
[44]   Adenosine-to-Inosine RNA Editing Mediated by ADARs in Esophageal Squamous Cell Carcinoma [J].
Qin, Yan-Ru ;
Qiao, Jun-Jing ;
Chan, Tim Hon Man ;
Zhu, Ying-Hui ;
Li, Fang-Fang ;
Liu, Haibo ;
Fei, Jing ;
Li, Yan ;
Guan, Xin-Yuan ;
Chen, Leilei .
CANCER RESEARCH, 2014, 74 (03) :840-851
[45]   Regulation of RNA editing by RNA-binding proteins in human cells [J].
Quinones-Valdez, Giovanni ;
Tran, Stephen S. ;
Jun, Hyun-Ik ;
Bahn, Jae Hoon ;
Yang, Ei-Wen ;
Zhan, Lijun ;
Brummer, Anneke ;
Wei, Xintao ;
Van Nostrand, Eric L. ;
Pratt, Gabriel A. ;
Yeo, Gene W. ;
Graveley, Brenton R. ;
Xiao, Xinshu .
COMMUNICATIONS BIOLOGY, 2019, 2 (1)
[46]  
Ramaswami G, 2013, NAT METHODS, V10, P128, DOI [10.1038/NMETH.2330, 10.1038/nmeth.2330]
[47]   Genome-wide quantification of ADAR adenosine-to-inosine RNA editing activity [J].
Roth, Shalom Hillel ;
Levanon, Erez Y. ;
Eisenberg, Eli .
NATURE METHODS, 2019, 16 (11) :1131-+
[48]   Regulation of alternative splicing by RNA editing [J].
Rueter, SM ;
Dawson, TR ;
Emeson, RB .
NATURE, 1999, 399 (6731) :75-80
[49]   Modulation of RNA editing by functional nucleolar sequestration of ADAR2 [J].
Sansam, CL ;
Wells, KS ;
Emeson, RB .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (24) :14018-14023
[50]   Illuminating spatial A-to-I RNA editing signatures within the Drosophila brain [J].
Sapiro, Anne L. ;
Shmueli, Anat ;
Henry, Gilbert Lee ;
Li, Qin ;
Shalit, Tali ;
Yaron, Orly ;
Paas, Yoav ;
Li, Jin Billy ;
Shohat-Ophir, Galit .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (06) :2318-2327