Literature DB >> 29473046

Duplications at 19q13.33 in patients with neurodevelopmental disorders.

Eduardo Pérez-Palma1, Elmo Saarentaus1, Marie Ravoet1, Giancarlo V De Ferrari1, Peter Nürnberg1, Bertrand Isidor1, Bernd A Neubauer1, Dennis Lal1.   

Abstract

OBJECTIVE: After the recent publication of the first patients with disease-associated missense variants in the GRIN2D gene, we evaluate the effect of copy number variants (CNVs) overlapping this gene toward the presentation of neurodevelopmental disorders (NDDs).
METHODS: We explored ClinVar (number of CNVs = 50,794) and DECIPHER (number of CNVs = 28,085) clinical databases of genomic variations for patients with copy number changes overlapping the GRIN2D gene at the 19q13.33 locus and evaluated their respective phenotype alongside their frequency, gene content, and expression, with publicly available reference databases.
RESULTS: We identified 11 patients with microduplications at the 19q13.33 locus. The majority of CNVs arose de novo, and comparable CNVs are not present in control databases. All patients were reported to have NDDs and dysmorphic features as the most common clinical phenotype (N = 8/11), followed by seizures (N = 6/11) and intellectual disability (N = 5/11). All duplications shared a consensus region of 405 kb overlapping 13 genes. After screening for duplication tolerance in control populations, positive gene brain expression, and gene dosage sensitivity analysis, we highlight 4 genes for future evaluation: CARD8, C19orf68, KDELR1, and GRIN2D, which are promising candidates for disease causality. Furthermore, investigation of the literature especially supports GRIN2D as the best candidate gene.
CONCLUSIONS: Our study presents dup19q13.33 as a novel duplication syndrome locus associated with NDDs. CARD8, C19orf68, KDELR1, and GRIN2D are promising candidates for functional follow-up.

Entities:  

Year:  2018        PMID: 29473046      PMCID: PMC5820601          DOI: 10.1212/NXG.0000000000000210

Source DB:  PubMed          Journal:  Neurol Genet        ISSN: 2376-7839


NMDA receptors are involved in neurodevelopmental processes such as synaptogenesis, learning, and memory. Structurally, NMDA receptors are composed of 2 subunits of GluN1 and GluN2, which are specifically encoded by the GRIN1 and GRIN2A to GRIN2D genes, respectively.[1] While single nucleotide and copy number variants (CNVs) in the NMDA receptor subunits GRIN1, GRIN2A, and GRIN2B have been associated with a range of neurodevelopmental disorders (NDDs), little is known about the association of GRIN2D variants and NDDs. Recently, de novo missense mutations in GRIN2D (p.Val667Ile) have been identified as the cause of severe epileptic encephalopathy[2] in 2 independent patients. However, whether CNVs covering the GRIN2D locus are also associated with disease has not been studied. GRIN2D is encoded at the end of the long arm of chromosome 19 at the 19q13.33 locus. We hypothesize that dosage changes in GRIN2D are highly likely to be disease associated based on the high sequence homology, expression during neurodevelopment, and a functional relationship with the established disease-associated paralogous genes.

Methods

Standard protocol approvals, registrations, and patient consents

We obtained approval from an ethical standards committee on human experimentation (institutional or regional) for any experiments using human subjects. Written informed consent was obtained from all patients (or guardians of patients) participating in the study (consent for research), following the guidelines provided by ClinVar and DECHIPER databases. We obtained authorization for disclosure (consent to disclose) of the photograph that may be published in the journal, in derivative works by the AAN, or on the journal's website.

Data analysis

Using the gene-oriented query “GRIN2D,” we accessed 2 publicly available repositories of clinical genetic variation: (1) The Database of Chromosomal Imbalance and Phenotype in Humans using Ensembl Resources, DECIPHER[3] (URL: https://decipher.sanger.ac.uk, accessed on July 2016) and (2) The public archive of interpretations of clinically relevant variants, ClinVar[4] (URL: http://www.ncbi.nlm.nih.gov/clinvar, accessed on July 2016). For DECIPHER patients, the individual scientists were contacted to acquire further phenotype information including the presence of intellectual disability (ID), developmental delay (DD), seizures, hypotonia, dysmorphism (Dysm), learning difficulties, behavioral problems as well as social communication, and behavioral disorders of the autism spectrum disorder.[5] We considered only DECIPHER entries with positive submitter contact. All phenotypes evaluated were considered as binary denominators (i.e., Yes/No). Gene annotations of the extracted CNVs refer to the genome build GRCh37/hg19. A consensus region was determined with an in-house Python script (available on request). Genes inside the consensus region were further evaluated as disease candidate genes with additional publicly available resources for (1) brain expression, strongly brain-expressed genes (n = 4,756), specified by a log (RPKM) >4.5 of the BrainSpan RNA.Seq transcriptome data set[6]; (2) overlapping CNVs reported in the curated control inclusive map of the Database of Genomic Variants[7]; (3) loss-of-function (LoF) intolerance reported in the Exome Aggregation Consortium,[8] given by a probability of being LoF intolerant (pLI score) equal to or greater than 0.9 based on the observed genetic variation of 60,706 healthy individuals; and (4) overlapping CNVs reported in 20,227 controls.[9] Genome-wide brain-specific noncoding functional elements were extracted from the GenoSkyline; project (http://genocanyon.med.yale.edu/GenoSkyline), which implements a statistical framework based on high-throughput genetic and epigenetic data to predict tissue-specific functional noncoding elements.[10]

Results

We detected 11 patients with CNVs overlapping the 19q13.33 locus (table 1). Of interest, all of them were duplications. Three were annotated in ClinVar (patients 1 through 3) and 8 in DECIPHER (patients 4 through 11). Although a ninth individual did fulfill the inclusion criteria (DECIPHER entry 275388), given the actual size of the reported variant in comparison with the entire chromosome 19 (CNV = 58.83 Mb vs Chr19 = 59.12 Mb), it was considered a chromosome trisomy and therefore was excluded. Detailed clinical phenotypes are provided in table 1. Notably, all patients were reported to have mild to severe forms of NDDs. Of all the phenotypes evaluated, mild but distinct dysmorphic features were the most frequent (n = 8), followed by seizures (n = 6, including generalized tonic and febrile seizures), ID (n = 5), and DD (n = 4). In particular, dysmorphisms were present in patients carrying CNVs larger than 3 Mb (pathogenic size according to the American College of Human Genetics). The image of 1 of such patients is shown in figure, A, showing a child with signs of macrostomia, mid-face hypoplasia, and progenia.
Table 1

Clinical phenotypes of the 11 retrieved patients with GRIN2D variants at the 19q13.33 locus

Figure

Genomic and facial overview of the microduplications overlapping the GRIN2D gene found in the retrieved patients

(A) Clinical anteroposterior facial photograph of patient 10 depicting characteristic facial features. (B) Thirteen patients were identified with GRIN2D duplications at the 19q13.33 locus. Blue horizontal bars represent the respective microduplication size and breakpoints according to GRCh37/hg19 human genome reference in a 12-Mb genomic window. Gray horizontal bars represent the respective microduplication reported in the study by Dorn et al.[13] Carvalheira et al.[11] and Wang et al.[12] in which no exact copy number variant boundaries are specified (*). Microduplications larger than the depicted genomic interval are shown with arrows at boundaries (patients 1, 2, 7, and 8). Bottom panel: The consensus duplicated region of the 12 patients is depicted in the blue horizontal bar in a 405-kb window. Thirteen RefSeq genes are located in this region.

Clinical phenotypes of the 11 retrieved patients with GRIN2D variants at the 19q13.33 locus

Genomic and facial overview of the microduplications overlapping the GRIN2D gene found in the retrieved patients

(A) Clinical anteroposterior facial photograph of patient 10 depicting characteristic facial features. (B) Thirteen patients were identified with GRIN2D duplications at the 19q13.33 locus. Blue horizontal bars represent the respective microduplication size and breakpoints according to GRCh37/hg19 human genome reference in a 12-Mb genomic window. Gray horizontal bars represent the respective microduplication reported in the study by Dorn et al.[13] Carvalheira et al.[11] and Wang et al.[12] in which no exact copy number variant boundaries are specified (*). Microduplications larger than the depicted genomic interval are shown with arrows at boundaries (patients 1, 2, 7, and 8). Bottom panel: The consensus duplicated region of the 12 patients is depicted in the blue horizontal bar in a 405-kb window. Thirteen RefSeq genes are located in this region. For DECIPHER entries with available parental information, 85.7% (n = 6) of observed microduplications were de novo, and only 1 was inherited from an affected family member. The majority of (87.5%, n = 7) patients did not carry additional CNVs, and none of the additional CNVs found in 3 patients covered a known disease locus or known disease genes. All 11 CNVs were highly heterogeneous in their size (average = 4.99 Mb; SD = 4.05 Mb) and breakpoint distribution (encompassing from Chr19: 45.38 Mb–59.09 Mb, Hg19) (table 1). To identify additional CNVs absent in ClinVar and/or DECIPHER databases, we screened the literature and retrieved 3 additional studies, including 6 patients with duplications at the 19q13.33 locus.[11-13] All of these patients had seizures. Three patients carried CNVs of 1.22 Mb size, whereas the remaining 3 duplications were >10 Mb. Patients affected by the large CNVs were, in addition to seizures, also affected by other NDDs including ID and dysmorphism. Of interest, the 2 independent patients with the p.Val667Ile mutation on GRIN2D featured similar NDDs including DD, dysmorphism, seizures, and muscular hypotonia (table 1). Overall, the consensus duplicated region was determined to be located within the coordinates 48,520,809 bp–48,926,006 bp, with a final size of 405 kb. This is consistent with previous reports.[11-13] The consensus region overlapped 13 RefSeq genes (figure, B) that were further examined for brain expression, the presence of CNVs overlapping these genes in control cohorts, and variation intolerance (table 2). Four genes persisted above all available filters, namely, the caspase recruitment domain family member 8 (CARD8), the chromosome 19 open reading frame 68 (C19orf68), the KDEL endoplasmic reticulum protein retention receptor 1 (KDELR1), and the glutamate ionotropic receptor NMDA type subunit 2D (GRIN2D). In our view, these 4 genes represent the most promising candidates.
Table 2

Consensus region gene annotation and candidate gene filtering

Consensus region gene annotation and candidate gene filtering We also searched for noncoding brain-specific functional elements within the consensus region. A total of 291 were found overlapping 9.87% of the consensus region (40,019 bp). Within the consensus regions of the duplications, the density of noncoding elements was not significantly higher than that outside of chromosome 19.

Discussion

Here, we report on 11 patients with duplications at a potential novel disease locus within 19q13.33. Several lines of evidence support the hypothesis that duplications at this locus are associated with NDDs: (1) duplications at this locus are virtually absent in healthy individuals from the general population[8]; (2) all of the identified duplications with parental information arose de novo with the exception of patient 4, which according to DECIPHER was inherited from an affected parent with a similar phenotype (DECIPHER entry 257554); (3) none of the patients carried additional likely pathogenic CNVs; and (4) all duplications covered multiple plausible disease candidate genes. The NDDs observed in the 11 patients were characterized by dysmorphism as the most prominent feature, followed by ID and seizures (table 1). Our observations are in agreement with previous reports.[11-13] Although, 1 example[12] focused exclusively on seizures, we cannot rule out that other NDDs were actually present in those patients. Similarly, we acknowledge that DD, behavioral problems, and learning difficulties may be subject to interobserver variability to some extent. In this regard, future clinical studies of 19q13.33 duplication carriers need to be conducted to draw detailed and robust genotype-phenotype conclusions. Since previous reports from the literature were based on low-resolution cytogenetic methods,[13] identification of the underlying disease gene was not possible. Here, we show that by integration of multiple CNVs data sets from public repositories, we are able to narrow down the disease-associated genomic sequence to a few candidate genes at the 19q13.33 locus (figure). Our included data sets do not allow estimation of 19q13.33 duplication frequency. However, the absence of 19q13.33 duplications in CNVs databases of the general population and the presence of only a few variant carrying patients in diagnostic CNVs databases with heterogeneous breakpoints indicate that 19q13.33 duplications are extremely rare (table 2). All 11 of the identified patient CNVs shared a genomic interval of 405 kb, which includes 4 genes with genetic, population and biological support of disease association. These included CARD8, C19orf68, KDELR1, and GRIN2D. For CARD8, C19orf68, and KDELR1, no association with NDDs has been reported in the literature to date. Although we cannot rule out that brain-specific noncoding elements at 19q13.33 could be involved in the development of NDDs, GRIN2D represents a plausible candidate gene for association with NDDs. GRIN2D, encoding the NMDA receptor subunit GluN2D, is highly expressed prenatally and after birth before progressively declining through adulthood.[14] It is possible that GRIN2D microduplications may predispose to disease susceptibility in a dose-dependent manner by enhancing GluN2D expression during development, thereby influencing the NMDA receptor composition, which might provoke changes in neuronal networks, thus contributing to hyperexcitability and neurologic diseases.[15] Besides CNVs, the GRIN2D gene is also depleted due to negative selection of missense and truncating variants in the general population, supporting the GRIN2D association with disease.[8] In agreement, 2 recently identified GRIN2D single nucleotide variants also lead functionally to a gain-of-function mutation in 2 patients with similar outcomes[2] (table 1). Beyond the potential diagnostic relevance, our identification of GRIN2D as a possible new NDD gene has a potential clinical application, since memantine, a low-affinity therapeutic NMDA channel blocker, selectively blocks extrasynaptic NMDA receptors that are likely to contain GluN2C/2D subunits.[16] This might especially be relevant for patients with gain-of-function mutations or microduplications.[2]
  16 in total

Review 1.  Receptor compartmentalization and trafficking at glutamate synapses: a developmental proposal.

Authors:  Brigitte van Zundert; Akira Yoshii; Martha Constantine-Paton
Journal:  Trends Neurosci       Date:  2004-07       Impact factor: 13.837

2.  Copy number variants associated with epilepsy from gene expression microarrays.

Authors:  Dong Wang; Xia Li; Shanshan Jia; Yan Wang; Zhijing Wang; Xixiao Song; Liang Liu
Journal:  J Clin Neurosci       Date:  2015-08-11       Impact factor: 1.961

3.  Memantine selectively blocks extrasynaptic NMDA receptors in rat substantia nigra dopamine neurons.

Authors:  Yan-Na Wu; Steven W Johnson
Journal:  Brain Res       Date:  2015-02-02       Impact factor: 3.252

4.  DECIPHER: Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources.

Authors:  Helen V Firth; Shola M Richards; A Paul Bevan; Stephen Clayton; Manuel Corpas; Diana Rajan; Steven Van Vooren; Yves Moreau; Roger M Pettett; Nigel P Carter
Journal:  Am J Hum Genet       Date:  2009-04-02       Impact factor: 11.025

5.  Mutations in GRIN2A cause idiopathic focal epilepsy with rolandic spikes.

Authors:  Johannes R Lemke; Dennis Lal; Eva M Reinthaler; Isabelle Steiner; Michael Nothnagel; Michael Alber; Kirsten Geider; Bodo Laube; Michael Schwake; Katrin Finsterwalder; Andre Franke; Markus Schilhabel; Johanna A Jähn; Hiltrud Muhle; Rainer Boor; Wim Van Paesschen; Roberto Caraballo; Natalio Fejerman; Sarah Weckhuysen; Peter De Jonghe; Jan Larsen; Rikke S Møller; Helle Hjalgrim; Laura Addis; Shan Tang; Elaine Hughes; Deb K Pal; Kadi Veri; Ulvi Vaher; Tiina Talvik; Petia Dimova; Rosa Guerrero López; José M Serratosa; Tarja Linnankivi; Anna-Elina Lehesjoki; Susanne Ruf; Markus Wolff; Sarah Buerki; Gabriele Wohlrab; Judith Kroell; Alexandre N Datta; Barbara Fiedler; Gerhard Kurlemann; Gerhard Kluger; Andreas Hahn; D Edda Haberlandt; Christina Kutzer; Jürgen Sperner; Felicitas Becker; Yvonne G Weber; Martha Feucht; Hannelore Steinböck; Birgit Neophythou; Gabriel M Ronen; Ursula Gruber-Sedlmayr; Julia Geldner; Robert J Harvey; Per Hoffmann; Stefan Herms; Janine Altmüller; Mohammad R Toliat; Holger Thiele; Peter Nürnberg; Christian Wilhelm; Ulrich Stephani; Ingo Helbig; Holger Lerche; Fritz Zimprich; Bernd A Neubauer; Saskia Biskup; Sarah von Spiczak
Journal:  Nat Genet       Date:  2013-08-11       Impact factor: 38.330

6.  Contribution of copy number variants to schizophrenia from a genome-wide study of 41,321 subjects.

Authors:  Christian R Marshall; Daniel P Howrigan; Daniele Merico; Bhooma Thiruvahindrapuram; Wenting Wu; Douglas S Greer; Danny Antaki; Aniket Shetty; Peter A Holmans; Dalila Pinto; Madhusudan Gujral; William M Brandler; Dheeraj Malhotra; Zhouzhi Wang; Karin V Fuentes Fajarado; Michelle S Maile; Stephan Ripke; Ingrid Agartz; Margot Albus; Madeline Alexander; Farooq Amin; Joshua Atkins; Silviu A Bacanu; Richard A Belliveau; Sarah E Bergen; Marcelo Bertalan; Elizabeth Bevilacqua; Tim B Bigdeli; Donald W Black; Richard Bruggeman; Nancy G Buccola; Randy L Buckner; Brendan Bulik-Sullivan; William Byerley; Wiepke Cahn; Guiqing Cai; Murray J Cairns; Dominique Campion; Rita M Cantor; Vaughan J Carr; Noa Carrera; Stanley V Catts; Kimberley D Chambert; Wei Cheng; C Robert Cloninger; David Cohen; Paul Cormican; Nick Craddock; Benedicto Crespo-Facorro; James J Crowley; David Curtis; Michael Davidson; Kenneth L Davis; Franziska Degenhardt; Jurgen Del Favero; Lynn E DeLisi; Dimitris Dikeos; Timothy Dinan; Srdjan Djurovic; Gary Donohoe; Elodie Drapeau; Jubao Duan; Frank Dudbridge; Peter Eichhammer; Johan Eriksson; Valentina Escott-Price; Laurent Essioux; Ayman H Fanous; Kai-How Farh; Martilias S Farrell; Josef Frank; Lude Franke; Robert Freedman; Nelson B Freimer; Joseph I Friedman; Andreas J Forstner; Menachem Fromer; Giulio Genovese; Lyudmila Georgieva; Elliot S Gershon; Ina Giegling; Paola Giusti-Rodríguez; Stephanie Godard; Jacqueline I Goldstein; Jacob Gratten; Lieuwe de Haan; Marian L Hamshere; Mark Hansen; Thomas Hansen; Vahram Haroutunian; Annette M Hartmann; Frans A Henskens; Stefan Herms; Joel N Hirschhorn; Per Hoffmann; Andrea Hofman; Hailiang Huang; Masashi Ikeda; Inge Joa; Anna K Kähler; René S Kahn; Luba Kalaydjieva; Juha Karjalainen; David Kavanagh; Matthew C Keller; Brian J Kelly; James L Kennedy; Yunjung Kim; James A Knowles; Bettina Konte; Claudine Laurent; Phil Lee; S Hong Lee; Sophie E Legge; Bernard Lerer; Deborah L Levy; Kung-Yee Liang; Jeffrey Lieberman; Jouko Lönnqvist; Carmel M Loughland; Patrik K E Magnusson; Brion S Maher; Wolfgang Maier; Jacques Mallet; Manuel Mattheisen; Morten Mattingsdal; Robert W McCarley; Colm McDonald; Andrew M McIntosh; Sandra Meier; Carin J Meijer; Ingrid Melle; Raquelle I Mesholam-Gately; Andres Metspalu; Patricia T Michie; Lili Milani; Vihra Milanova; Younes Mokrab; Derek W Morris; Bertram Müller-Myhsok; Kieran C Murphy; Robin M Murray; Inez Myin-Germeys; Igor Nenadic; Deborah A Nertney; Gerald Nestadt; Kristin K Nicodemus; Laura Nisenbaum; Annelie Nordin; Eadbhard O'Callaghan; Colm O'Dushlaine; Sang-Yun Oh; Ann Olincy; Line Olsen; F Anthony O'Neill; Jim Van Os; Christos Pantelis; George N Papadimitriou; Elena Parkhomenko; Michele T Pato; Tiina Paunio; Diana O Perkins; Tune H Pers; Olli Pietiläinen; Jonathan Pimm; Andrew J Pocklington; John Powell; Alkes Price; Ann E Pulver; Shaun M Purcell; Digby Quested; Henrik B Rasmussen; Abraham Reichenberg; Mark A Reimers; Alexander L Richards; Joshua L Roffman; Panos Roussos; Douglas M Ruderfer; Veikko Salomaa; Alan R Sanders; Adam Savitz; Ulrich Schall; Thomas G Schulze; Sibylle G Schwab; Edward M Scolnick; Rodney J Scott; Larry J Seidman; Jianxin Shi; Jeremy M Silverman; Jordan W Smoller; Erik Söderman; Chris C A Spencer; Eli A Stahl; Eric Strengman; Jana Strohmaier; T Scott Stroup; Jaana Suvisaari; Dragan M Svrakic; Jin P Szatkiewicz; Srinivas Thirumalai; Paul A Tooney; Juha Veijola; Peter M Visscher; John Waddington; Dermot Walsh; Bradley T Webb; Mark Weiser; Dieter B Wildenauer; Nigel M Williams; Stephanie Williams; Stephanie H Witt; Aaron R Wolen; Brandon K Wormley; Naomi R Wray; Jing Qin Wu; Clement C Zai; Rolf Adolfsson; Ole A Andreassen; Douglas H R Blackwood; Elvira Bramon; Joseph D Buxbaum; Sven Cichon; David A Collier; Aiden Corvin; Mark J Daly; Ariel Darvasi; Enrico Domenici; Tõnu Esko; Pablo V Gejman; Michael Gill; Hugh Gurling; Christina M Hultman; Nakao Iwata; Assen V Jablensky; Erik G Jönsson; Kenneth S Kendler; George Kirov; Jo Knight; Douglas F Levinson; Qingqin S Li; Steven A McCarroll; Andrew McQuillin; Jennifer L Moran; Bryan J Mowry; Markus M Nöthen; Roel A Ophoff; Michael J Owen; Aarno Palotie; Carlos N Pato; Tracey L Petryshen; Danielle Posthuma; Marcella Rietschel; Brien P Riley; Dan Rujescu; Pamela Sklar; David St Clair; James T R Walters; Thomas Werge; Patrick F Sullivan; Michael C O'Donovan; Stephen W Scherer; Benjamin M Neale; Jonathan Sebat
Journal:  Nat Genet       Date:  2016-11-21       Impact factor: 38.330

7.  19q13.33→qter trisomy in a girl with intellectual impairment and seizures.

Authors:  Gianna Carvalheira; Mariana Moysés Oliveira; Sylvia Takeno; Fernanda Teresa de Lima; Vera Ayres Meloni; Maria Isabel Melaragno
Journal:  Meta Gene       Date:  2014-10-27

8.  Integrative Tissue-Specific Functional Annotations in the Human Genome Provide Novel Insights on Many Complex Traits and Improve Signal Prioritization in Genome Wide Association Studies.

Authors:  Qiongshi Lu; Ryan Lee Powles; Qian Wang; Beixin Julie He; Hongyu Zhao
Journal:  PLoS Genet       Date:  2016-04-08       Impact factor: 5.917

9.  Analysis of protein-coding genetic variation in 60,706 humans.

Authors:  Monkol Lek; Konrad J Karczewski; Eric V Minikel; Kaitlin E Samocha; Eric Banks; Timothy Fennell; Anne H O'Donnell-Luria; James S Ware; Andrew J Hill; Beryl B Cummings; Taru Tukiainen; Daniel P Birnbaum; Jack A Kosmicki; Laramie E Duncan; Karol Estrada; Fengmei Zhao; James Zou; Emma Pierce-Hoffman; Joanne Berghout; David N Cooper; Nicole Deflaux; Mark DePristo; Ron Do; Jason Flannick; Menachem Fromer; Laura Gauthier; Jackie Goldstein; Namrata Gupta; Daniel Howrigan; Adam Kiezun; Mitja I Kurki; Ami Levy Moonshine; Pradeep Natarajan; Lorena Orozco; Gina M Peloso; Ryan Poplin; Manuel A Rivas; Valentin Ruano-Rubio; Samuel A Rose; Douglas M Ruderfer; Khalid Shakir; Peter D Stenson; Christine Stevens; Brett P Thomas; Grace Tiao; Maria T Tusie-Luna; Ben Weisburd; Hong-Hee Won; Dongmei Yu; David M Altshuler; Diego Ardissino; Michael Boehnke; John Danesh; Stacey Donnelly; Roberto Elosua; Jose C Florez; Stacey B Gabriel; Gad Getz; Stephen J Glatt; Christina M Hultman; Sekar Kathiresan; Markku Laakso; Steven McCarroll; Mark I McCarthy; Dermot McGovern; Ruth McPherson; Benjamin M Neale; Aarno Palotie; Shaun M Purcell; Danish Saleheen; Jeremiah M Scharf; Pamela Sklar; Patrick F Sullivan; Jaakko Tuomilehto; Ming T Tsuang; Hugh C Watkins; James G Wilson; Mark J Daly; Daniel G MacArthur
Journal:  Nature       Date:  2016-08-18       Impact factor: 49.962

10.  ClinVar: public archive of interpretations of clinically relevant variants.

Authors:  Melissa J Landrum; Jennifer M Lee; Mark Benson; Garth Brown; Chen Chao; Shanmuga Chitipiralla; Baoshan Gu; Jennifer Hart; Douglas Hoffman; Jeffrey Hoover; Wonhee Jang; Kenneth Katz; Michael Ovetsky; George Riley; Amanjeev Sethi; Ray Tully; Ricardo Villamarin-Salomon; Wendy Rubinstein; Donna R Maglott
Journal:  Nucleic Acids Res       Date:  2015-11-17       Impact factor: 16.971

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