The Matchmaker Exchange API: Automating Patient Matching Through the Exchange of Structured Phenotypic and Genotypic Profiles

被引:42
作者
Buske, Orion J. [1 ,2 ,3 ]
Schiettecatte, Francois [4 ]
Hutton, Benjamin [5 ]
Dumitriu, Sergiu [3 ]
Misyura, Andriy [3 ]
Huang, Lijia [6 ]
Hartley, Taila [6 ]
Girdea, Marta [2 ,3 ]
Sobreira, Nara [7 ]
Mungall, Chris [8 ]
Brudno, Michael [1 ,2 ,3 ]
机构
[1] Hosp Sick Children, Genet & Genome Biol Program, Toronto, ON M5G 1X8, Canada
[2] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[3] Hosp Sick Children, Ctr Computat Med, Toronto, ON M5G 1X8, Canada
[4] FS Consulting LLC, Salem, MA USA
[5] Wellcome Trust Sanger Inst, Cambridge, England
[6] Childrens Hosp Eastern Ontario, Res Inst, Ottawa, ON K1H 8L1, Canada
[7] Johns Hopkins Univ, Sch Med, McKusick Nathans Inst Genet Med, Baltimore, MD USA
[8] Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Genom Div, Berkeley, CA 94720 USA
关键词
patient matchmaking; genomic API; rare disease; GA4GH; HPO; Matchmaker Exchange; ONTOLOGY; PROJECT; DISEASE;
D O I
10.1002/humu.22850
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Despite the increasing prevalence of clinical sequencing, the difficulty of identifying additional affected families is a key obstacle to solving many rare diseases. There may only be a handful of similar patients worldwide, and their data may be stored in diverse clinical and research databases. Computational methods are necessary to enable finding similar patients across the growing number of patient repositories and registries. We present the Matchmaker Exchange Application Programming Interface (MME API), a protocol and data format for exchanging phenotype and genotype profiles to enable matchmaking among patient databases, facilitate the identification of additional cohorts, and increase the rate with which rare diseases can be researched and diagnosed. We designed the API to be straightforward and flexible in order to simplify its adoption on a large number of data types and workflows. We also provide a public test data set, curated from the literature, to facilitate implementation of the API and development of new matching algorithms. The initial version of the API has been successfully implemented by three members of the Matchmaker Exchange and was immediately able to reproduce previously identified matches and generate several new leads currently being validated. The API is available at https://github.com/ga4gh/mme-apis. (C) 2015 Wiley Periodicals, Inc.
引用
收藏
页码:922 / 927
页数:6
相关论文
共 9 条
[1]   FORGE Canada Consortium: Outcomes of a 2-Year National Rare-Disease Gene-Discovery Project [J].
Beaulieu, Chandree L. ;
Majewski, Jacek ;
Schwartzentruber, Jeremy ;
Samuels, Mark E. ;
Femandez, Bridget A. ;
Bernier, Francois P. ;
Brudno, Michael ;
Knoppers, Bartha ;
Marcadier, Janet ;
Dyment, David ;
Adam, Shelin ;
Bulman, Dennis E. ;
Jones, Steve J. M. ;
Avard, Denise ;
Minh Thu Nguyen ;
Rousseau, Francois ;
Marshall, Christian ;
Wintle, Richard F. ;
Shen, Yaoqing ;
Scherer, Stephen W. ;
Friedman, Jan M. ;
Michaud, Jacques L. ;
Boycott, Kym M. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2014, 94 (06) :809-817
[2]  
Buske OJ, 2015, HUM MUTAT, V36, P931
[3]   Facilitating Collaboration in Rare Genetic Disorders Through Effective Matchmaking in DECIPHER [J].
Chatzimichali, Eleni A. ;
Brent, Simon ;
Hutton, Benjamin ;
Perrett, Daniel ;
Wright, Caroline F. ;
Bevan, Andrew P. ;
Hurles, Matthew E. ;
Firth, Helen V. ;
Swaminathan, Ganesh J. .
HUMAN MUTATION, 2015, 36 (10) :941-949
[4]   The Sequence Ontology: a tool for the unification of genome annotations [J].
Eilbeck, K ;
Lewis, SE ;
Mungall, CJ ;
Yandell, M ;
Stein, L ;
Durbin, R ;
Ashburner, M .
GENOME BIOLOGY, 2005, 6 (05)
[5]  
Hamosh A, 2005, NUCLEIC ACIDS RES, V33, pD514
[6]   Mutations in SRCAP, Encoding SNF2-Related CREBBP Activator Protein, Cause Floating-Harbor Syndrome [J].
Hood, Rebecca L. ;
Lines, Matthew A. ;
Nikkel, Sarah M. ;
Schwartzentruber, Jeremy ;
Beaulieu, Chandree ;
Nowaczyk, Malgorzata J. M. ;
Allanson, Judith ;
Kim, Chong Ae ;
Wieczorek, Dagmar ;
Moilanen, Jukka S. ;
Lacombe, Didier ;
Gillessen-Kaesbach, Gabriele ;
Whiteford, Margo L. ;
Quaio, Caio Robledo D. C. ;
Gomy, Israel ;
Bertola, Debora R. ;
Albrecht, Beate ;
Platzer, Konrad ;
McGillivray, George ;
Zou, Ruobing ;
McLeod, D. Ross ;
Chudley, Albert E. ;
Chodirker, Bernard N. ;
Marcadier, Janet ;
Majewski, Jacek ;
Bulman, Dennis E. ;
White, Susan M. ;
Boycott, Kym M. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2012, 90 (02) :308-313
[7]   The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data [J].
Koehler, Sebastian ;
Doelken, Sandra C. ;
Mungall, Christopher J. ;
Bauer, Sebastian ;
Firth, Helen V. ;
Bailleul-Forestier, Isabelle ;
Black, Graeme C. M. ;
Brown, Danielle L. ;
Brudno, Michael ;
Campbell, Jennifer ;
FitzPatrick, David R. ;
Eppig, Janan T. ;
Jackson, Andrew P. ;
Freson, Kathleen ;
Girdea, Marta ;
Helbig, Ingo ;
Hurst, Jane A. ;
Jaehn, Johanna ;
Jackson, Laird G. ;
Kelly, Anne M. ;
Ledbetter, David H. ;
Mansour, Sahar ;
Martin, Christa L. ;
Moss, Celia ;
Mumford, Andrew ;
Ouwehand, Willem H. ;
Park, Soo-Mi ;
Riggs, Erin Rooney ;
Scott, Richard H. ;
Sisodiya, Sanjay ;
Van Vooren, Steven ;
Wapner, Ronald J. ;
Wilkie, Andrew O. M. ;
Wright, Caroline F. ;
Vulto-van Silfhout, Anneke T. ;
de Leeuw, Nicole ;
de Vries, Bert B. A. ;
Washingthon, Nicole L. ;
Smith, Cynthia L. ;
Westerfield, Monte ;
Schofield, Paul ;
Ruef, Barbara J. ;
Gkoutos, Georgios V. ;
Haendel, Melissa ;
Smedley, Damian ;
Lewis, Suzanna E. ;
Robinson, Peter N. .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D966-D974
[8]   The Matchmaker Exchange: A Platform for Rare Disease Gene Discovery [J].
Philippakis, Anthony A. ;
Azzariti, Danielle R. ;
Beltran, Sergi ;
Brookes, Anthony J. ;
Brownstein, Catherine A. ;
Brudno, Michael ;
Brunner, Han G. ;
Buske, Orion J. ;
Carey, Knox ;
Doll, Cassie ;
Dumitriu, Sergiu ;
Dyke, Stephanie O. M. ;
den Dunnen, Johan T. ;
Firth, Helen V. ;
Gibbs, Richard A. ;
Girdea, Marta ;
Gonzalez, Michael ;
Haendel, Melissa A. ;
Hamosh, Ada ;
Holm, Ingrid A. ;
Huang, Lijia ;
Hurles, Matthew E. ;
Hutton, Ben ;
Krier, Joel B. ;
Misyura, Andriy ;
Mungall, Christopher J. ;
Paschall, Justin ;
Paten, Benedict ;
Robinson, Peter N. ;
Schiettecatte, Francois ;
Sobreira, Nara L. ;
Swaminathan, Ganesh J. ;
Taschner, Peter E. ;
Terry, Sharon F. ;
Washington, Nicole L. ;
Zuechner, Stephan ;
Boycott, Kym M. ;
Rehm, Heidi L. .
HUMAN MUTATION, 2015, 36 (10) :915-921
[9]  
Sobreira Nara, 2015, Hum Mutat, V36, P928, DOI 10.1002/humu.22844