Centromere and kinetochore gene misexpression predicts cancer patient survival and response to radiotherapy and chemotherapy

被引:157
作者
Zhang, Weiguo [1 ,2 ]
Mao, Jian-Hua [1 ]
Zhu, Wei [3 ]
Jain, Anshu K. [4 ,5 ]
Liu, Ke [6 ,7 ]
Brown, James B. [6 ,7 ,8 ]
Karpen, Gary H. [1 ,2 ]
机构
[1] Lawrence Berkeley Natl Lab, Biol Syst & Engn Div, One Cyclotron Rd,Mailstop 977, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
[3] Cellular Biomed Grp Inc, Dept Translat Bioinformat, Level 5,Bldg 1,333 Guiping Rd, Shanghai 200233, Peoples R China
[4] Yale Univ, Dept Therapeut Radiol, Yale Sch Med, New Haven, CT 06510 USA
[5] Ashland Bellefonte Canc Ctr, 122 St Christopher Dr, Ashland, KY 41101 USA
[6] Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, One Cyclotron Rd,Mailstop 977, Berkeley, CA 94720 USA
[7] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[8] Univ Birmingham, Dept Environm Bioinformat, Birmingham B15 2TT, W Midlands, England
关键词
CENP-A; BREAST-CANCER; ADJUVANT CHEMOTHERAPY; GENOMIC INSTABILITY; DNA-DAMAGE; ANEUPLOIDY; CHROMATIN; SENSITIVITY; SIGNATURE; COMPLEX;
D O I
10.1038/ncomms12619
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Chromosomal instability (CIN) is a hallmark of cancer that contributes to tumour heterogeneity and other malignant properties. Aberrant centromere and kinetochore function causes CIN through chromosome missegregation, leading to aneuploidy, rearrangements and micronucleus formation. Here we develop a Centromere and kinetochore gene Expression Score (CES) signature that quantifies the centromere and kinetochore gene misexpression in cancers. High CES values correlate with increased levels of genomic instability and several specific adverse tumour properties, and prognosticate poor patient survival for breast and lung cancers, especially early-stage tumours. They also signify high levels of genomic instability that sensitize cancer cells to additional genotoxicity. Thus, the CES signature forecasts patient response to adjuvant chemotherapy or radiotherapy. Our results demonstrate the prognostic and predictive power of the CES, suggest a role for centromere misregulation in cancer progression, and support the idea that tumours with extremely high CIN are less tolerant to specific genotoxic therapies.
引用
收藏
页数:15
相关论文
共 80 条
[11]   A signature of chromosomal instability inferred from gene expression profiles predicts clinical outcome in multiple human cancers [J].
Carter, Scott L. ;
Eklund, Aron C. ;
Kohane, Isaac S. ;
Harris, Lyndsay N. ;
Szallasi, Zoltan .
NATURE GENETICS, 2006, 38 (09) :1043-1048
[12]   Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival [J].
Chang, HY ;
Nuyten, DSA ;
Sneddon, JB ;
Hastie, T ;
Tibshirani, R ;
Sorlie, T ;
Dai, HY ;
He, YDD ;
van't Veer, LJ ;
Bartelink, H ;
van de Rijn, M ;
Brown, PO ;
van de Vijver, MJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (10) :3738-3743
[13]   KNL1 and the CENP-H/I/K complex coordinately direct kinetochore assembly in vertebrates [J].
Cheeseman, Iain M. ;
Hori, Tetsuya ;
Fukagawa, Tatsuo ;
Desai, Arshad .
MOLECULAR BIOLOGY OF THE CELL, 2008, 19 (02) :587-594
[14]   Molecular architecture of the kinetochore-microtubule interface [J].
Cheeseman, Iain M. ;
Desai, Arshad .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2008, 9 (01) :33-46
[15]   Genomic and transcriptional aberrations linked to breast cancer pathophysiologies [J].
Chin, Koei ;
DeVries, Sandy ;
Fridlyand, Jane ;
Spellman, Paul T. ;
Roydasgupta, Ritu ;
Kuo, Wen-Lin ;
Lapuk, Anna ;
Neve, Richard M. ;
Qian, Zuwei ;
Ryder, Tom ;
Chen, Fanqing ;
Feiler, Heidi ;
Tokuyasu, Taku ;
Kingsley, Chris ;
Dairkee, Shanaz ;
Meng, Zhenhang ;
Chew, Karen ;
Pinkel, Daniel ;
Jain, Ajay ;
Ljung, Britt Marie ;
Esserman, Laura ;
Albertson, Donna G. ;
Waldman, Frederic M. ;
Gray, Joe W. .
CANCER CELL, 2006, 10 (06) :529-541
[16]   Centromeres and kinetochores: From epigenetics to mitotic checkpoint signaling [J].
Cleveland, DW ;
Mao, YH ;
Sullivan, KF .
CELL, 2003, 112 (04) :407-421
[17]   Integration of biological networks and gene expression data using Cytoscape [J].
Cline, Melissa S. ;
Smoot, Michael ;
Cerami, Ethan ;
Kuchinsky, Allan ;
Landys, Nerius ;
Workman, Chris ;
Christmas, Rowan ;
Avila-Campilo, Iliana ;
Creech, Michael ;
Gross, Benjamin ;
Hanspers, Kristina ;
Isserlin, Ruth ;
Kelley, Ryan ;
Killcoyne, Sarah ;
Lotia, Samad ;
Maere, Steven ;
Morris, John ;
Ono, Keiichiro ;
Pavlovic, Vuk ;
Pico, Alexander R. ;
Vailaya, Aditya ;
Wang, Peng-Liang ;
Adler, Annette ;
Conklin, Bruce R. ;
Hood, Leroy ;
Kuiper, Martin ;
Sander, Chris ;
Schmulevich, Ilya ;
Schwikowski, Benno ;
Warner, Guy J. ;
Ideker, Trey ;
Bader, Gary D. .
NATURE PROTOCOLS, 2007, 2 (10) :2366-2382
[18]   DNA breaks and chromosome pulverization from errors in mitosis [J].
Crasta, Karen ;
Ganem, Neil J. ;
Dagher, Regina ;
Lantermann, Alexandra B. ;
Ivanova, Elena V. ;
Pan, Yunfeng ;
Nezi, Luigi ;
Protopopov, Alexei ;
Chowdhury, Dipanjan ;
Pellman, David .
NATURE, 2012, 482 (7383) :53-U70
[19]   Spatial and temporal diversity in genomic instability processes defines lung cancer evolution [J].
de Bruin, Elza C. ;
McGranahan, Nicholas ;
Mitter, Richard ;
Salm, Max ;
Wedge, David C. ;
Yates, Lucy ;
Jamal-Hanjani, Mariam ;
Shafi, Seema ;
Murugaesu, Nirupa ;
Rowan, Andrew J. ;
Groenroos, Eva ;
Muhammad, Madiha A. ;
Horswell, Stuart ;
Gerlinger, Marco ;
Varela, Ignacio ;
Jones, David ;
Marshall, John ;
Voet, Thierry ;
Van Loo, Peter ;
Rassl, Doris M. ;
Rintoul, Robert C. ;
Janes, Sam M. ;
Lee, Siow-Ming ;
Forster, Martin ;
Ahmad, Tanya ;
Lawrence, David ;
Falzon, Mary ;
Capitanio, Arrigo ;
Harkins, Timothy T. ;
Lee, Clarence C. ;
Tom, Warren ;
Teefe, Enock ;
Chen, Shann-Ching ;
Begum, Sharmin ;
Rabinowitz, Adam ;
Phillimore, Benjamin ;
Spencer-Dene, Bradley ;
Stamp, Gordon ;
Szallasi, Zoltan ;
Matthews, Nik ;
Stewart, Aengus ;
Campbell, Peter ;
Swanton, Charles .
SCIENCE, 2014, 346 (6206) :251-256
[20]   DNA methylation profiling reveals a predominant immune component in breast cancers [J].
Dedeurwaerder, Sarah ;
Desmedt, Christine ;
Calonne, Emilie ;
Singhal, Sandeep K. ;
Haibe-Kains, Benjamin ;
Defrance, Matthieu ;
Michiels, Stefan ;
Volkmar, Michael ;
Deplus, Rachel ;
Luciani, Judith ;
Lallemand, Francoise ;
Larsimont, Denis ;
Toussaint, Jerome ;
Haussy, Sandy ;
Rothe, Francoise ;
Rouas, Ghizlane ;
Metzger, Otto ;
Majjaj, Samira ;
Saini, Kamal ;
Putmans, Pascale ;
Hames, Gerald ;
van Baren, Nicolas ;
Coulie, Pierre G. ;
Piccart, Martine ;
Sotiriou, Christos ;
Fuks, Francois .
EMBO MOLECULAR MEDICINE, 2011, 3 (12) :726-741