Needles in stacks of needles: finding disease-causal variants in a wealth of genomic data

被引：389

作者：

Cooper, Gregory M. ^{[1
]}

Shendure, Jay ^{[2
]}

机构：

[1] HudsonAlpha Inst Biotechnol, Huntsville, AL 35806 USA

[2] Univ Washington, Dept Genome Sci, Seattle, WA 98115 USA

来源：

NATURE REVIEWS GENETICS | 2011年 / 12卷 / 09期

关键词：

TRANSCRIPTION FACTOR-BINDING; SINGLE AMINO-ACID; NONCODING SEQUENCES; GENE-EXPRESSION; MUTATION; CONSTRAINT; EVOLUTION; PREDICTION; ELEMENTS; IDENTIFICATION;

D O I：

10.1038/nrg3046

中图分类号：

Q3 [遗传学];

学科分类号：

071007 ; 090102 ;

摘要：

Genome and exome sequencing yield extensive catalogues of human genetic variation. However, pinpointing the few phenotypically causal variants among the many variants present in human genomes remains a major challenge, particularly for rare and complex traits wherein genetic information alone is often insufficient. Here, we review approaches to estimate the deleteriousness of single nucleotide variants (SNVs), which can be used to prioritize disease-causal variants. We describe recent advances in comparative and functional genomics that enable systematic annotation of both coding and non-coding variants. Application and optimization of these methods will be essential to find the genetic answers that sequencing promises to hide in plain sight.

引用

页码：628 / 640

页数：13

共 117 条

[1] A method and server for predicting damaging missense mutations [J].

Adzhubei, Ivan A. ;

Schmidt, Steffen ;

Peshkin, Leonid ;

Ramensky, Vasily E. ;

Gerasimova, Anna ;

Bork, Peer ;

Kondrashov, Alexey S. ;

Sunyaev, Shamil R. .

NATURE METHODS, 2010, 7 (04) :248-249

[2] A map of human genome variation from population-scale sequencing [J].

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. .

NATURE, 2010, 467 (7319) :1061-1073

[3] Gene Ontology: tool for the unification of biology [J].

Ashburner, M ;

Ball, CA ;

Blake, JA ;

Botstein, D ;

Butler, H ;

Cherry, JM ;

Davis, AP ;

Dolinski, K ;

Dwight, SS ;

Eppig, JT ;

Harris, MA ;

Hill, DP ;

Issel-Tarver, L ;

Kasarskis, A ;

Lewis, S ;

Matese, JC ;

Richardson, JE ;

Ringwald, M ;

Rubin, GM ;

Sherlock, G .

NATURE GENETICS, 2000, 25 (01) :25-29

[4] Analysis of sequence conservation at nucleotide resolution [J].

Asthana, Saurabh ;

Roytberg, Mikhail ;

Stamatoyannopoulos, John ;

Sunyaev, Shamil .

PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (12) :2559-2568

[5] nsSNPAnalyzer: identifying disease-associated nonsynonymous single nucleotide polymorphisms [J].

Bao, L ;

Zhou, M ;

Cui, Y .

NUCLEIC ACIDS RESEARCH, 2005, 33 :W480-W482

[6] Prediction of the phenotypic effects of non-synonymous single nucleotide polymorphisms using structural and evolutionary information [J].

Bao, L ;

Cui, Y .

BIOINFORMATICS, 2005, 21 (10) :2185-2190

[7] Accurate whole human genome sequencing using reversible terminator chemistry [J].

Bentley, David R. ;

Balasubramanian, Shankar ;

Swerdlow, Harold P. ;

Smith, Geoffrey P. ;

Milton, John ;

Brown, Clive G. ;

Hall, Kevin P. ;

Evers, Dirk J. ;

Barnes, Colin L. ;

Bignell, Helen R. ;

Boutell, Jonathan M. ;

Bryant, Jason ;

Carter, Richard J. ;

Cheetham, R. Keira ;

Cox, Anthony J. ;

Ellis, Darren J. ;

Flatbush, Michael R. ;

Gormley, Niall A. ;

Humphray, Sean J. ;

Irving, Leslie J. ;

Karbelashvili, Mirian S. ;

Kirk, Scott M. ;

Li, Heng ;

Liu, Xiaohai ;

Maisinger, Klaus S. ;

Murray, Lisa J. ;

Obradovic, Bojan ;

Ost, Tobias ;

Parkinson, Michael L. ;

Pratt, Mark R. ;

Rasolonjatovo, Isabelle M. J. ;

Reed, Mark T. ;

Rigatti, Roberto ;

Rodighiero, Chiara ;

Ross, Mark T. ;

Sabot, Andrea ;

Sankar, Subramanian V. ;

Scally, Aylwyn ;

Schroth, Gary P. ;

Smith, Mark E. ;

Smith, Vincent P. ;

Spiridou, Anastassia ;

Torrance, Peta E. ;

Tzonev, Svilen S. ;

Vermaas, Eric H. ;

Walter, Klaudia ;

Wu, Xiaolin ;

Zhang, Lu ;

Alam, Mohammed D. ;

Anastasi, Carole .

NATURE, 2008, 456 (7218) :53-59

[8] Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].

Birney, Ewan ;

Stamatoyannopoulos, John A. ;

Dutta, Anindya ;

Guigo, Roderic ;

Gingeras, Thomas R. ;

Margulies, Elliott H. ;

Weng, Zhiping ;

Snyder, Michael ;

Dermitzakis, Emmanouil T. ;

Stamatoyannopoulos, John A. ;

Thurman, Robert E. ;

Kuehn, Michael S. ;

Taylor, Christopher M. ;

Neph, Shane ;

Koch, Christoph M. ;

Asthana, Saurabh ;

Malhotra, Ankit ;

Adzhubei, Ivan ;

Greenbaum, Jason A. ;

Andrews, Robert M. ;

Flicek, Paul ;

Boyle, Patrick J. ;

Cao, Hua ;

Carter, Nigel P. ;

Clelland, Gayle K. ;

Davis, Sean ;

Day, Nathan ;

Dhami, Pawandeep ;

Dillon, Shane C. ;

Dorschner, Michael O. ;

Fiegler, Heike ;

Giresi, Paul G. ;

Goldy, Jeff ;

Hawrylycz, Michael ;

Haydock, Andrew ;

Humbert, Richard ;

James, Keith D. ;

Johnson, Brett E. ;

Johnson, Ericka M. ;

Frum, Tristan T. ;

Rosenzweig, Elizabeth R. ;

Karnani, Neerja ;

Lee, Kirsten ;

Lefebvre, Gregory C. ;

Navas, Patrick A. ;

Neri, Fidencio ;

Parker, Stephen C. J. ;

Sabo, Peter J. ;

Sandstrom, Richard ;

Shafer, Anthony .

NATURE, 2007, 447 (7146) :799-816

[9] ChIP-Seq identification of weakly conserved heart enhancers [J].

Blow, Matthew J. ;

McCulley, David J. ;

Li, Zirong ;

Zhang, Tao ;

Akiyama, Jennifer A. ;

Holt, Amy ;

Plajzer-Frick, Ingrid ;

Shoukry, Malak ;

Wright, Crystal ;

Chen, Feng ;

Afzal, Veena ;

Bristow, James ;

Ren, Bing ;

Black, Brian L. ;

Rubin, Edward M. ;

Visel, Axel ;

Pennacchio, Len A. .

NATURE GENETICS, 2010, 42 (09) :806-U107

[10] Phylogenetic shadowing of primate sequences to find functional regions of the human genome [J].

Boffelli, D ;

McAuliffe, J ;

Ovcharenko, D ;

Lewis, KD ;

Ovcharenko, I ;

Pachter, L ;

Rubin, EM .

SCIENCE, 2003, 299 (5611) :1391-1394

← 1 2 3 4 5 6 7 8 9 10 →