Rare and common variant discovery in complex disease: the IBD case study

被引:17
作者
Venkataraman, Guhan R. [1 ]
Rivas, Manuel A. [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Biomed Data Sci, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
statistical genetics; rare variants; crohns disease; ulcerative colitis; inflammatory bowel disease; GENOME-WIDE ASSOCIATION; INFLAMMATORY-BOWEL-DISEASE; SUSCEPTIBILITY LOCI; LINKAGE-DISEQUILIBRIUM; GENERAL FRAMEWORK; METAANALYSIS; RISK; ANCESTRY; NUMBER; TESTS;
D O I
10.1093/hmg/ddz189
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Complex diseases such as inflammatory bowel disease (IBD), which consists of ulcerative colitis and Crohn's disease, are a significant medical burden-70000 new cases of IBD are diagnosed in the United States annually. In this review, we examine the history of genetic variant discovery in complex disease with a focus on IBD. We cover methods that have been applied to microsatellite, common variant, targeted resequencing and whole-exome and -genome data, specifically focusing on the progression of technologies towards rare-variant discovery. The inception of these methods combined with better availability of population level variation data has led to rapid discovery of IBD-causative and/or -associated variants at over 200 loci; over time, these methods have grown exponentially in both power and ascertainment to detect rare variation. We highlight rare-variant discoveries critical to the elucidation of the pathogenesis of IBD, including those in NOD2, IL23R, CARD9, RNF186 and ADCY7. We additionally identify the major areas of rare-variant discovery that will evolve in the coming years. A better understanding of the genetic basis of IBD and other complex diseases will lead to improved diagnosis, prognosis, treatment and surveillance.
引用
收藏
页码:R162 / R169
页数:8
相关论文
共 79 条
  • [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] A haplotype map of the human genome
    Altshuler, D
    Brooks, LD
    Chakravarti, A
    Collins, FS
    Daly, MJ
    Donnelly, P
    Gibbs, RA
    Belmont, JW
    Boudreau, A
    Leal, SM
    Hardenbol, P
    Pasternak, S
    Wheeler, DA
    Willis, TD
    Yu, FL
    Yang, HM
    Zeng, CQ
    Gao, Y
    Hu, HR
    Hu, WT
    Li, CH
    Lin, W
    Liu, SQ
    Pan, H
    Tang, XL
    Wang, J
    Wang, W
    Yu, J
    Zhang, B
    Zhang, QR
    Zhao, HB
    Zhao, H
    Zhou, J
    Gabriel, SB
    Barry, R
    Blumenstiel, B
    Camargo, A
    Defelice, M
    Faggart, M
    Goyette, M
    Gupta, S
    Moore, J
    Nguyen, H
    Onofrio, RC
    Parkin, M
    Roy, J
    Stahl, E
    Winchester, E
    Ziaugra, L
    Shen, Y
    [J]. NATURE, 2005, 437 (7063) : 1299 - 1320
  • [3] A map of human genome variation from population-scale sequencing
    Altshuler, David
    Durbin, Richard M.
    Abecasis, Goncalo R.
    Bentley, David R.
    Chakravarti, Aravinda
    Clark, Andrew G.
    Collins, Francis S.
    De la Vega, Francisco M.
    Donnelly, Peter
    Egholm, Michael
    Flicek, Paul
    Gabriel, Stacey B.
    Gibbs, Richard A.
    Knoppers, Bartha M.
    Lander, Eric S.
    Lehrach, Hans
    Mardis, Elaine R.
    McVean, Gil A.
    Nickerson, DebbieA.
    Peltonen, Leena
    Schafer, Alan J.
    Sherry, Stephen T.
    Wang, Jun
    Wilson, Richard K.
    Gibbs, Richard A.
    Deiros, David
    Metzker, Mike
    Muzny, Donna
    Reid, Jeff
    Wheeler, David
    Wang, Jun
    Li, Jingxiang
    Jian, Min
    Li, Guoqing
    Li, Ruiqiang
    Liang, Huiqing
    Tian, Geng
    Wang, Bo
    Wang, Jian
    Wang, Wei
    Yang, Huanming
    Zhang, Xiuqing
    Zheng, Huisong
    Lander, Eric S.
    Altshuler, David L.
    Ambrogio, Lauren
    Bloom, Toby
    Cibulskis, Kristian
    Fennell, Tim J.
    Gabriel, Stacey B.
    [J]. NATURE, 2010, 467 (7319) : 1061 - 1073
  • [4] Meta-analysis identifies 29 additional ulcerative colitis risk loci, increasing the number of confirmed associations to 47
    Anderson, Carl A.
    Boucher, Gabrielle
    Lees, Charlie W.
    Franke, Andre
    D'Amato, Mauro
    Taylor, Kent D.
    Lee, James C.
    Goyette, Philippe
    Imielinski, Marcin
    Latiano, Anna
    Lagace, Caroline
    Scott, Regan
    Amininejad, Leila
    Bumpstead, Suzannah
    Baidoo, Leonard
    Baldassano, Robert N.
    Barclay, Murray
    Bayless, Theodore M.
    Brand, Stephan
    Buening, Carsten
    Colombel, Jean-Frederic
    Denson, Lee A.
    De Vos, Martine
    Dubinsky, Marla
    Edwards, Cathryn
    Ellinghaus, David
    Fehrmann, Rudolf S. N.
    Floyd, James A. B.
    Florin, Timothy
    Franchimont, Denis
    Franke, Lude
    Georges, Michel
    Glas, Juergen
    Glazer, Nicole L.
    Guthery, Stephen L.
    Haritunians, Talin
    Hayward, Nicholas K.
    Hugot, Jean-Pierre
    Jobin, Gilles
    Laukens, Debby
    Lawrance, Ian
    Lemann, Marc
    Levine, Arie
    Libioulle, Cecile
    Louis, Edouard
    McGovern, Dermot P.
    Milla, Monica
    Montgomery, Grant W.
    Morley, Katherine I.
    Mowat, Craig
    [J]. NATURE GENETICS, 2011, 43 (03) : 246 - U94
  • [5] Rare variant association studies: considerations, challenges and opportunities
    Auer, Paul L.
    Lettre, Guillaume
    [J]. GENOME MEDICINE, 2015, 7
  • [6] Review of Current Methods, Applications, and Data Management for the Bioinformatics Analysis of Whole Exome Sequencing
    Bao, Riyue
    Huang, Lei
    Andrade, Jorge
    Tan, Wei
    Kibbe, Warren A.
    Jiang, Hongmei
    Feng, Gang
    [J]. CANCER INFORMATICS, 2014, 13 : 67 - 82
  • [7] Detecting Rare Variant Effects Using Extreme Phenotype Sampling in Sequencing Association Studies
    Barnett, Ian J.
    Lee, Seunggeun
    Lin, Xihong
    [J]. GENETIC EPIDEMIOLOGY, 2013, 37 (02) : 142 - 151
  • [8] Genome-wide association defines more than 30 distinct susceptibility loci for Crohn's disease
    Barrett, Jeffrey C.
    Hansoul, Sarah
    Nicolae, Dan L.
    Cho, Judy H.
    Duerr, Richard H.
    Rioux, John D.
    Brant, Steven R.
    Silverberg, Mark S.
    Taylor, Kent D.
    Barmada, M. Michael
    Bitton, Alain
    Dassopoulos, Themistocles
    Datta, Lisa Wu
    Green, Todd
    Griffiths, Anne M.
    Kistner, Emily O.
    Murtha, Michael T.
    Regueiro, Miguel D.
    Rotter, Jerome I.
    Schumm, L. Philip
    Steinhart, A. Hillary
    Targan, Stephan R.
    Xavier, Ramnik J.
    Libioulle, Cecile
    Sandor, Cynthia
    Lathrop, Mark
    Belaiche, Jacques
    Dewit, Olivier
    Gut, Ivo
    Heath, Simon
    Laukens, Debby
    Mni, Myriam
    Rutgeerts, Paul
    Van Gossum, Andre
    Zelenika, Diana
    Franchimont, Denis
    Hugot, Jean-Pierre
    de Vos, Martine
    Vermeire, Severine
    Louis, Edouard
    Cardon, Lon R.
    Anderson, Carl A.
    Drummond, Hazel
    Nimmo, Elaine
    Ahmad, Tariq
    Prescott, Natalie J.
    Onnie, Clive M.
    Fisher, Sheila A.
    Marchini, Jonathan
    Ghori, Jilur
    [J]. NATURE GENETICS, 2008, 40 (08) : 955 - 962
  • [9] What is next generation sequencing?
    Behjati, Sam
    Tarpey, Patrick S.
    [J]. ARCHIVES OF DISEASE IN CHILDHOOD-EDUCATION AND PRACTICE EDITION, 2013, 98 (06): : 236 - 238
  • [10] The impact of rare and low-frequency genetic variants in common disease
    Bomba, Lorenzo
    Walter, Klaudia
    Soranzo, Nicole
    [J]. GENOME BIOLOGY, 2017, 18