A systematic approach to assessing the clinical significance of genetic variants

被引:135
作者
Duzkale, H. [1 ,2 ]
Shen, J. [1 ,2 ,3 ,4 ]
McLaughlin, H. [1 ,2 ]
Alfares, A. [1 ,2 ,5 ]
Kelly, M. A. [2 ]
Pugh, T. J. [2 ,3 ,4 ]
Funke, B. H. [2 ,3 ,4 ]
Rehm, H. L. [2 ,3 ,4 ]
Lebo, M. S. [2 ,3 ,4 ]
机构
[1] Harvard Univ, Sch Med, Genet Training Program, Boston, MA USA
[2] Partners HealthCare Ctr Personalized Genet Med, Lab Mol Med, Cambridge, MA USA
[3] Massachusetts Gen Hosp, Dept Pathol, Brigham & Womans Hosp, Boston, MA 02114 USA
[4] Harvard Univ, Sch Med, Boston, MA USA
[5] Qassim Univ, Dept Pediat, Buraydah, Saudi Arabia
基金
美国国家卫生研究院;
关键词
(4-9) clinical interpretation; gain-of-function (GOF); genetic variant; loss of function (LOF); next-generation sequencing (NGS); sequence analysis; variant assessment; variant of uncertain significance (VUS); MUTATIONS; PATHOGENICITY; FREQUENCY; STANDARDS; RECOMMENDATIONS; CARDIOMYOPATHY; CLASSIFICATION; INDIVIDUALS; PREDICTIONS; DATABASES;
D O I
10.1111/cge.12257
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Molecular genetic testing informs diagnosis, prognosis, and risk assessment for patients and their family members. Recent advances in low-cost, high-throughput DNA sequencing and computing technologies have enabled the rapid expansion of genetic test content, resulting in dramatically increased numbers of DNA variants identified per test. To address this challenge, our laboratory has developed a systematic approach to thorough and efficient assessments of variants for pathogenicity determination. We first search for existing data in publications and databases including internal, collaborative and public resources. We then perform full evidence-based assessments through statistical analyses of observations in the general population and disease cohorts, evaluation of experimental data from in vivo or in vitro studies, and computational predictions of potential impacts of each variant. Finally, we weigh all evidence to reach an overall conclusion on the potential for each variant to be disease causing. In this report, we highlight the principles of variant assessment, address the caveats and pitfalls, and provide examples to illustrate the process. By sharing our experience and providing a framework for variant assessment, including access to a freely available customizable tool, we hope to help move towards standardized and consistent approaches to variant assessment.
引用
收藏
页码:453 / 463
页数:11
相关论文
共 44 条
[1]   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
[2]   New population-based exome data are questioning the pathogenicity of previously cardiomyopathy-associated genetic variants [J].
Andreasen, Charlotte ;
Nielsen, Jonas B. ;
Refsgaard, Lena ;
Holst, Anders G. ;
Christensen, Alex H. ;
Andreasen, Laura ;
Sajadieh, Ahmad ;
Haunso, Stig ;
Svendsen, Jesper H. ;
Olesen, Morten S. .
EUROPEAN JOURNAL OF HUMAN GENETICS, 2013, 21 (09) :918-928
[3]   Alpha-tectorin involvement in hearing disabilities: one gene two phenotypes [J].
Balciuniene, J ;
Dahl, N ;
Jalonen, P ;
Verhoeven, K ;
Van Camp, G ;
Borg, E ;
Pettersson, U ;
Jazin, EE .
HUMAN GENETICS, 1999, 105 (03) :211-216
[4]   Carrier Testing for Severe Childhood Recessive Diseases by Next-Generation Sequencing [J].
Bell, Callum J. ;
Dinwiddie, Darrell L. ;
Miller, Neil A. ;
Hateley, Shannon L. ;
Ganusova, Elena E. ;
Mudge, Joann ;
Langley, Ray J. ;
Zhang, Lu ;
Lee, Clarence C. ;
Schilkey, Faye D. ;
Sheth, Vrunda ;
Woodward, Jimmy E. ;
Peckham, Heather E. ;
Schroth, Gary P. ;
Kim, Ryan W. ;
Kingsmore, Stephen F. .
SCIENCE TRANSLATIONAL MEDICINE, 2011, 3 (65)
[5]   The ClinSeq Project: Piloting large-scale genome sequencing for research in genomic medicine [J].
Biesecker, Leslie G. ;
Mullikin, James C. ;
Facio, Flavia M. ;
Turner, Clesson ;
Cherukuri, Praveen F. ;
Blakesley, Robert W. ;
Bouffard, Gerard G. ;
Chines, Peter S. ;
Cruz, Pedro ;
Hansen, Nancy F. ;
Teer, Jamie K. ;
Maskeri, Baishali ;
Young, Alice C. ;
Manolio, Teri A. ;
Wilson, Alexander F. ;
Finkel, Toren ;
Hwang, Paul ;
Arai, Andrew ;
Remaley, Alan T. ;
Sachdev, Vandana ;
Shamburek, Robert ;
Cannon, Richard O. ;
Green, Eric D. .
GENOME RESEARCH, 2009, 19 (09) :1665-1674
[6]   Use of MALDI-TOF mass spectrometry in a 51-mutation test for cystic fibrosis: Evidence that 3199del6 is a disease-causing mutation [J].
Buyse, IM ;
McCarthy, SE ;
Lurix, P ;
Pace, RP ;
Vo, D ;
Bartlett, GA ;
Schmitt, ES ;
Ward, PA ;
Oermann, C ;
Eng, CM ;
Roa, BB .
GENETICS IN MEDICINE, 2004, 6 (05) :426-430
[7]   Use and interpretation of genetic tests in cardiovascular genetics [J].
Caleshu, Colleen ;
Day, Sharlene ;
Rehm, Heidi L. ;
Baxter, Samantha .
HEART, 2010, 96 (20) :1669-1675
[8]   Mid-frequency DFNA8/12 hearing loss caused by a synonymous TECTA mutation that affects an exonic splice enhancer [J].
Collin, Rob W. J. ;
de Heer, Anne-Martine R. ;
Oostrik, Jaap ;
Pauw, Robert-Jan ;
Plantinga, Rutger F. ;
Huygen, Patrick L. ;
Admiraal, Ronald ;
de Brouwer, Arjan P. M. ;
Strom, Tim M. ;
Cremers, Cor W. R. J. ;
Kremer, Hannie .
EUROPEAN JOURNAL OF HUMAN GENETICS, 2008, 16 (12) :1430-1436
[9]   Utility of gene-specific algorithms for predicting pathogenicity of uncertain gene variants [J].
Crockett, David K. ;
Lyon, Elaine ;
Williams, Marc S. ;
Narus, Scott P. ;
Facelli, Julio C. ;
Mitchell, Joyce A. .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2012, 19 (02) :207-211
[10]   Usher syndrome type III:: Revised genomic structure of the USH3 gene and identification of novel mutations [J].
Fields, RR ;
Zhou, GM ;
Huang, DL ;
Davis, JR ;
Möller, C ;
Jacobson, SG ;
Kimberling, WJ ;
Sumegi, J .
AMERICAN JOURNAL OF HUMAN GENETICS, 2002, 71 (03) :607-617