The Expanding Landscape of Alternative Splicing Variation in Human Populations

被引:243
作者
Park, Eddie [1 ]
Pan, Zhicheng [2 ]
Zhang, Zijun [2 ]
Lin, Lan [1 ]
Xing, Yi [1 ,2 ]
机构
[1] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Bioinformat Interdept Grad Program, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
GENE-EXPRESSION VARIATION; RNA-SEQ; SUSCEPTIBILITY LOCI; TRANSCRIPTOME; IDENTIFICATION; QUANTIFICATION; ASSOCIATION; ELEMENTS; VARIANTS; REVEALS;
D O I
10.1016/j.ajhg.2017.11.002
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Alternative splicing is a tightly regulated biological process by which the number of gene products for any given gene can be greatly expanded. Genomic variants in splicing regulatory sequences can disrupt splicing and cause disease. Recent developments in sequencing technologies and computational biology have allowed researchers to investigate alternative splicing at an unprecedented scale and resolution. Population-scale transcriptome studies have revealed many naturally occurring genetic variants that modulate alternative splicing and consequently influence phenotypic variability and disease susceptibility in human populations. Innovations in experimental and computational tools such as massively parallel reporter assays and deep learning have enabled the rapid screening of genomic variants for their causal impacts on splicing. In this review, we describe technological advances that have greatly increased the speed and scale at which discoveries are made about the genetic variation of alternative splicing. We summarize major findings from population transcriptomic studies of alternative splicing and discuss the implications of these findings for human genetics and medicine.
引用
收藏
页码:11 / 26
页数:16
相关论文
共 126 条
[1]   Leveraging transcript quantification for fast computation of alternative splicing profiles [J].
Alamancos, Gael P. ;
Pages, Amadis ;
Trincado, Juan L. ;
Bellora, Nicolas ;
Eyras, Eduardo .
RNA, 2015, 21 (09) :1521-1531
[2]  
Alamancos GP, 2014, METHODS MOL BIOL, V1126, P357, DOI 10.1007/978-1-62703-980-2_26
[3]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[4]   Integrating common and rare genetic variation in diverse human populations [J].
Altshuler, David M. ;
Gibbs, Richard A. ;
Peltonen, Leena ;
Dermitzakis, Emmanouil ;
Schaffner, Stephen F. ;
Yu, Fuli ;
Bonnen, Penelope E. ;
de Bakker, Paul I. W. ;
Deloukas, Panos ;
Gabriel, Stacey B. ;
Gwilliam, Rhian ;
Hunt, Sarah ;
Inouye, Michael ;
Jia, Xiaoming ;
Palotie, Aarno ;
Parkin, Melissa ;
Whittaker, Pamela ;
Chang, Kyle ;
Hawes, Alicia ;
Lewis, Lora R. ;
Ren, Yanru ;
Wheeler, David ;
Muzny, Donna Marie ;
Barnes, Chris ;
Darvishi, Katayoon ;
Hurles, Matthew ;
Korn, Joshua M. ;
Kristiansson, Kati ;
Lee, Charles ;
McCarroll, Steven A. ;
Nemesh, James ;
Keinan, Alon ;
Montgomery, Stephen B. ;
Pollack, Samuela ;
Price, Alkes L. ;
Soranzo, Nicole ;
Gonzaga-Jauregui, Claudia ;
Anttila, Verneri ;
Brodeur, Wendy ;
Daly, Mark J. ;
Leslie, Stephen ;
McVean, Gil ;
Moutsianas, Loukas ;
Nguyen, Huy ;
Zhang, Qingrun ;
Ghori, Mohammed J. R. ;
McGinnis, Ralph ;
McLaren, William ;
Takeuchi, Fumihiko ;
Grossman, Sharon R. .
NATURE, 2010, 467 (7311) :52-58
[5]   Balancing Selection Maintains a Form of ERAP2 that Undergoes Nonsense-Mediated Decay and Affects Antigen Presentation [J].
Andres, Aida M. ;
Dennis, Megan Y. ;
Kretzschmar, Warren W. ;
Cannons, Jennifer L. ;
Lee-Lin, Shih-Queen ;
Hurle, Belen ;
Schwartzberg, Pamela L. ;
Williamson, Scott H. ;
Bustamante, Carlos D. ;
Nielsen, Rasmus ;
Clark, Andrew G. ;
Green, Eric D. .
PLOS GENETICS, 2010, 6 (10) :1-13
[6]   Deep learning for computational biology [J].
Angermueller, Christof ;
Parnamaa, Tanel ;
Parts, Leopold ;
Stegle, Oliver .
MOLECULAR SYSTEMS BIOLOGY, 2016, 12 (07)
[7]   The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans [J].
Ardlie, Kristin G. ;
DeLuca, David S. ;
Segre, Ayellet V. ;
Sullivan, Timothy J. ;
Young, Taylor R. ;
Gelfand, Ellen T. ;
Trowbridge, Casandra A. ;
Maller, Julian B. ;
Tukiainen, Taru ;
Lek, Monkol ;
Ward, Lucas D. ;
Kheradpour, Pouya ;
Iriarte, Benjamin ;
Meng, Yan ;
Palmer, Cameron D. ;
Esko, Tonu ;
Winckler, Wendy ;
Hirschhorn, Joel N. ;
Kellis, Manolis ;
MacArthur, Daniel G. ;
Getz, Gad ;
Shabalin, Andrey A. ;
Li, Gen ;
Zhou, Yi-Hui ;
Nobel, Andrew B. ;
Rusyn, Ivan ;
Wright, Fred A. ;
Lappalainen, Tuuli ;
Ferreira, Pedro G. ;
Ongen, Halit ;
Rivas, Manuel A. ;
Battle, Alexis ;
Mostafavi, Sara ;
Monlong, Jean ;
Sammeth, Michael ;
Mele, Marta ;
Reverter, Ferran ;
Goldmann, Jakob M. ;
Koller, Daphne ;
Guigo, Roderic ;
McCarthy, Mark I. ;
Dermitzakis, Emmanouil T. ;
Gamazon, Eric R. ;
Im, Hae Kyung ;
Konkashbaev, Anuar ;
Nicolae, Dan L. ;
Cox, Nancy J. ;
Flutre, Timothee ;
Wen, Xiaoquan ;
Stephens, Matthew .
SCIENCE, 2015, 348 (6235) :648-660
[8]   Characterization of the human ESC transcriptome by hybrid sequencing [J].
Au, Kin Fai ;
Sebastiano, Vittorio ;
Afshar, Pegah Tootoonchi ;
Durruthy, Jens Durruthy ;
Lee, Lawrence ;
Williams, Brian A. ;
van Bakel, Harm ;
Schadt, Eric E. ;
Reijo-Pera, Renee A. ;
Underwood, Jason G. ;
Wong, Wing Hung .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (50) :E4821-E4830
[9]   AVISPA: a web tool for the prediction and analysis of alternative splicing [J].
Barash, Yoseph ;
Vaquero-Garcia, Jorge ;
Gonzalez-Vallinas, Juan ;
Xiong, Hui Yuan ;
Gao, Weijun ;
Lee, Leo J. ;
Frey, Brendan J. .
GENOME BIOLOGY, 2013, 14 (10)
[10]   Deciphering the splicing code [J].
Barash, Yoseph ;
Calarco, John A. ;
Gao, Weijun ;
Pan, Qun ;
Wang, Xinchen ;
Shai, Ofer ;
Blencowe, Benjamin J. ;
Frey, Brendan J. .
NATURE, 2010, 465 (7294) :53-59