@article {131, title = {The Matchmaker Exchange: a platform for rare disease gene discovery.}, journal = {Hum Mutat}, volume = {36}, year = {2015}, month = {2015 Oct}, pages = {915-21}, abstract = {

There are few better examples of the need for data sharing than in the rare disease community, where patients, physicians, and researchers must search for "the needle in a haystack" to uncover rare, novel causes of disease within the genome. Impeding the pace of discovery has been the existence of many small siloed datasets within individual research or clinical laboratory databases and/or disease-specific organizations, hoping for serendipitous occasions when two distant investigators happen to learn they have a rare phenotype in common and can "match" these cases to build evidence for causality. However, serendipity has never proven to be a reliable or scalable approach in science. As such, the Matchmaker Exchange (MME) was launched to provide a robust and systematic approach to rare disease gene discovery through the creation of a federated network connecting databases of genotypes and rare phenotypes using a common application programming interface (API). The core building blocks of the MME have been defined and assembled. Three MME services have now been connected through the API and are available for community use. Additional databases that support internal matching are anticipated to join the MME network as it continues to grow.

}, keywords = {Database Management Systems, Databases, Genetic, Genetic Association Studies, Genetic Predisposition to Disease, Humans, Information Dissemination, Rare Diseases, Software}, issn = {1098-1004}, doi = {10.1002/humu.22858}, author = {Philippakis, Anthony A and Azzariti, Danielle R and Beltran, Sergi and Brookes, Anthony J and Brownstein, Catherine A and Brudno, Michael and Brunner, Han G and Buske, Orion J and Carey, Knox and Doll, Cassie and Dumitriu, Sergiu and Dyke, Stephanie O M and den Dunnen, Johan T and Firth, Helen V and Gibbs, Richard A and Girdea, Marta and Gonzalez, Michael and Haendel, Melissa A and Hamosh, Ada and Holm, Ingrid A and Huang, Lijia and Hurles, Matthew E and Hutton, Ben and Krier, Joel B and Misyura, Andriy and Mungall, Christopher J and Paschall, Justin and Paten, Benedict and Robinson, Peter N and Schiettecatte, Fran{\c c}ois and Sobreira, Nara L and Swaminathan, Ganesh J and Taschner, Peter E and Terry, Sharon F and Washington, Nicole L and Z{\"u}chner, Stephan and Boycott, Kym M and Rehm, Heidi L} } @article {136, title = {The Matchmaker Exchange API: automating patient matching through the exchange of structured phenotypic and genotypic profiles.}, journal = {Hum Mutat}, volume = {36}, year = {2015}, month = {2015 Oct}, pages = {922-7}, abstract = {

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.

}, keywords = {Algorithms, Computational Biology, Databases, Genetic, Genetic Predisposition to Disease, Genotype, Humans, Information Dissemination, Phenotype, Rare Diseases, Web Browser}, issn = {1098-1004}, doi = {10.1002/humu.22850}, author = {Buske, Orion J and Schiettecatte, Fran{\c c}ois and Hutton, Benjamin and Dumitriu, Sergiu and Misyura, Andriy and Huang, Lijia and Hartley, Taila and Girdea, Marta and Sobreira, Nara and Mungall, Chris and Brudno, Michael} } @article {148, title = {An siRNA-based functional genomics screen for the~identification of regulators of ciliogenesis and ciliopathy~genes.}, journal = {Nat Cell Biol}, volume = {17}, year = {2015}, month = {2015 Aug}, pages = {1074-1087}, abstract = {

Defects in primary cilium biogenesis underlie the ciliopathies, a growing group of genetic disorders. We describe a whole-genome siRNA-based reverse genetics screen for defects in biogenesis and/or maintenance of the primary cilium, obtaining a global resource. We identify 112 candidate ciliogenesis and ciliopathy genes, including 44 components of the ubiquitin-proteasome system, 12 G-protein-coupled receptors, and 3 pre-mRNA processing factors (PRPF6, PRPF8 and PRPF31) mutated in autosomal dominant retinitis pigmentosa. The PRPFs localize to the connecting cilium, and PRPF8- and PRPF31-mutated cells have ciliary defects. Combining the screen with exome sequencing data identified recessive mutations in PIBF1, also known as CEP90, and C21orf2, also known as LRRC76, as causes of the ciliopathies Joubert and Jeune syndromes. Biochemical approaches place C21orf2 within key ciliopathy-associated protein modules, offering an explanation for the skeletal and retinal involvement observed in individuals with C21orf2 variants. Our global, unbiased approaches provide insights into ciliogenesis complexity and identify roles for unanticipated pathways in human genetic disease.

}, keywords = {Abnormalities, Multiple, Animals, Caenorhabditis elegans, Cerebellar Diseases, Cerebellum, Cilia, Ciliary Motility Disorders, Databases, Genetic, Ellis-Van Creveld Syndrome, Eye Abnormalities, Genetic Markers, Genetic Predisposition to Disease, Genetic Testing, Genome-Wide Association Study, Genomics, HEK293 Cells, High-Throughput Nucleotide Sequencing, Humans, Kidney Diseases, Cystic, Membrane Proteins, Mice, Inbred C57BL, Mice, Knockout, Mutation, Phenotype, Photoreceptor Cells, Pregnancy Proteins, Proteins, Reproducibility of Results, Retina, RNA Interference, Suppressor Factors, Immunologic, Transfection, Zebrafish}, issn = {1476-4679}, doi = {10.1038/ncb3201}, author = {Wheway, Gabrielle and Schmidts, Miriam and Mans, Dorus A and Szymanska, Katarzyna and Nguyen, Thanh-Minh T and Racher, Hilary and Phelps, Ian G and Toedt, Grischa and Kennedy, Julie and Wunderlich, Kirsten A and Sorusch, Nasrin and Abdelhamed, Zakia A and Natarajan, Subaashini and Herridge, Warren and van Reeuwijk, Jeroen and Horn, Nicola and Boldt, Karsten and Parry, David A and Letteboer, Stef J F and Roosing, Susanne and Adams, Matthew and Bell, Sandra M and Bond, Jacquelyn and Higgins, Julie and Morrison, Ewan E and Tomlinson, Darren C and Slaats, Gisela G and van Dam, Teunis J P and Huang, Lijia and Kessler, Kristin and Giessl, Andreas and Logan, Clare V and Boyle, Evan A and Shendure, Jay and Anazi, Shamsa and Aldahmesh, Mohammed and Al Hazzaa, Selwa and Hegele, Robert A and Ober, Carole and Frosk, Patrick and Mhanni, Aizeddin A and Chodirker, Bernard N and Chudley, Albert E and Lamont, Ryan and Bernier, Francois P and Beaulieu, Chandree L and Gordon, Paul and Pon, Richard T and Donahue, Clem and Barkovich, A James and Wolf, Louis and Toomes, Carmel and Thiel, Christian T and Boycott, Kym M and McKibbin, Martin and Inglehearn, Chris F and Stewart, Fiona and Omran, Heymut and Huynen, Martijn A and Sergouniotis, Panagiotis I and Alkuraya, Fowzan S and Parboosingh, Jillian S and Innes, A Micheil and Willoughby, Colin E and Giles, Rachel H and Webster, Andrew R and Ueffing, Marius and Blacque, Oliver and Gleeson, Joseph G and Wolfrum, Uwe and Beales, Philip L and Gibson, Toby and Doherty, Dan and Mitchison, Hannah M and Roepman, Ronald and Johnson, Colin A} }