Genetic diagnosis of developmental disorders in the DDD study: a scalable analysis of genome-wide research data

被引:553
作者
Wright, Caroline F. [1 ]
Fitzgerald, Tomas W. [1 ]
Jones, Wendy D. [1 ]
Clayton, Stephen [1 ]
McRae, Jeremy F. [1 ]
van Kogelenberg, Margriet [1 ]
King, Daniel A. [1 ]
Ambridge, Kirsty [1 ]
Barrett, Daniel M. [1 ]
Bayzetinova, Tanya [1 ]
Bevan, A. Paul [1 ]
Bragin, Eugene [1 ]
Chatzimichali, Eleni A. [1 ]
Gribble, Susan [1 ]
Jones, Philip [1 ]
Krishnappa, Netravathi [1 ]
Mason, Laura E. [1 ]
Miller, Ray [1 ]
Morley, Katherine I. [1 ,2 ,3 ]
Parthiban, Vijaya [1 ]
Prigmore, Elena [1 ]
Rajan, Diana [1 ]
Sifrim, Alejandro [1 ]
Swaminathan, G. Jawahar [1 ]
Tivey, Adrian R. [1 ]
Middleton, Anna [1 ]
Parker, Michael [4 ]
Carter, Nigel P. [1 ]
Barrett, Jeffrey C. [1 ]
Hurles, Matthew E. [1 ]
FitzPatrick, David R. [5 ]
Firth, Helen V. [1 ,6 ]
机构
[1] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
[2] Kings Coll London, Inst Psychiat, London, England
[3] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Melbourne, Vic, Australia
[4] Univ Oxford, Nuffield Dept Populat Hlth, Ethox Ctr, Oxford, England
[5] Univ Edinburgh, MRC, Human Genet Unit, MRC IGMM,WGH, Edinburgh, Midlothian, Scotland
[6] Cambridge Univ Hosp Fdn Trust, Addenbrookes Hosp, Cambridge, England
基金
英国惠康基金;
关键词
INCIDENTAL FINDINGS; INTELLECTUAL DISABILITY; UNIPARENTAL DISOMY; EXOME; VARIANTS; SEQUENCE; MUTATIONS;
D O I
10.1016/S0140-6736(14)61705-0
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Human genome sequencing has transformed our understanding of genomic variation and its relevance to health and disease, and is now starting to enter clinical practice for the diagnosis of rare diseases. The question of whether and how some categories of genomic findings should be shared with individual research participants is currently a topic of international debate, and development of robust analytical workflows to identify and communicate clinically relevant variants is paramount. Methods The Deciphering Developmental Disorders (DDD) study has developed a UK-wide patient recruitment network involving over 180 clinicians across all 24 regional genetics services, and has performed genome-wide microarray and whole exome sequencing on children with undiagnosed developmental disorders and their parents. After data analysis, pertinent genomic variants were returned to individual research participants via their local clinical genetics team. Findings Around 80 000 genomic variants were identified from exome sequencing and microarray analysis in each individual, of which on average 400 were rare and predicted to be protein altering. By focusing only on de novo and segregating variants in known developmental disorder genes, we achieved a diagnostic yield of 27% among 1133 previously investigated yet undiagnosed children with developmental disorders, whilst minimising incidental findings. In families with developmentally normal parents, whole exome sequencing of the child and both parents resulted in a 10-fold reduction in the number of potential causal variants that needed clinical evaluation compared to sequencing only the child. Most diagnostic variants identified in known genes were novel and not present in current databases of known disease variation. Interpretation Implementation of a robust translational genomics workflow is achievable within a large-scale rare disease research study to allow feedback of potentially diagnostic findings to clinicians and research participants. Systematic recording of relevant clinical data, curation of a gene-phenotype knowledge base, and development of clinical decision support software are needed in addition to automated exclusion of almost all variants, which is crucial for scalable prioritisation and review of possible diagnostic variants. However, the resource requirements of development and maintenance of a clinical reporting system within a research setting are substantial. Copyright (C) Wright et al. Open Access article distributed under the terms of CC BY.
引用
收藏
页码:1305 / 1314
页数:10
相关论文
共 39 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]   Exome sequencing as a tool for Mendelian disease gene discovery [J].
Bamshad, Michael J. ;
Ng, Sarah B. ;
Bigham, Abigail W. ;
Tabor, Holly K. ;
Emond, Mary J. ;
Nickerson, Deborah A. ;
Shendure, Jay .
NATURE REVIEWS GENETICS, 2011, 12 (11) :745-755
[3]   Deploying whole genome sequencing in clinical practice and public health: Meeting the challenge one bin at a time [J].
Berg, Jonathan S. ;
Khoury, Muin J. ;
Evans, James P. .
GENETICS IN MEDICINE, 2011, 13 (06) :499-504
[4]   DECIPHER: database for the interpretation of phenotype-linked plausibly pathogenic sequence and copy-number variation [J].
Bragin, Eugene ;
Chatzimichali, Eleni A. ;
Wright, Caroline F. ;
Hurles, Matthew E. ;
Firth, Helen V. ;
Bevan, A. Paul ;
Swaminathan, G. Jawahar .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D993-D1000
[5]  
DDD Study, NATURE IN PRESS
[6]   Diagnostic Exome Sequencing in Persons with Severe Intellectual Disability [J].
de Ligt, Joep ;
Willemsen, Marjolein H. ;
van Bon, Bregje W. M. ;
Kleefstra, Tjitske ;
Yntema, Helger G. ;
Kroes, Thessa ;
Vulto-van Silfhout, Anneke T. ;
Koolen, David A. ;
de Vries, Petra ;
Gilissen, Christian ;
del Rosario, Marisol ;
Hoischen, Alexander ;
Scheffer, Hans ;
de Vries, Bert B. A. ;
Brunner, Han G. ;
Veltman, Joris A. ;
Vissers, Lisenka E. L. M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 367 (20) :1921-1929
[7]   Actionable, Pathogenic Incidental Findings in 1,000 Participants' Exomes [J].
Dorschner, Michael O. ;
Amendola, Laura M. ;
Turner, Emily H. ;
Robertson, Peggy D. ;
Shirts, Brian H. ;
Gallego, Carlos J. ;
Bennett, Robin L. ;
Jones, Kelly L. ;
Tokita, Mari J. ;
Bennett, James T. ;
Kim, Jerry H. ;
Rosenthal, Elisabeth A. ;
Kim, Daniel S. ;
Tabor, Holly K. ;
Bamshad, Michael J. ;
Motulsky, Arno G. ;
Scott, C. Ronald ;
Pritchard, Colin C. ;
Walsh, Tom ;
Burke, Wylie ;
Raskind, Wendy H. ;
Byers, Peter ;
Hisama, Fuld M. ;
Nickerson, Deborah A. ;
Jarvik, Gail P. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2013, 93 (04) :631-640
[8]   The Deciphering Developmental Disorders (DDD) study [J].
Firth, Helen V. ;
Wright, Caroline F. .
DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY, 2011, 53 (08) :702-703
[9]   Do Researchers Have an Obligation to Actively Look for Genetic Incidental Findings? [J].
Gliwa, Catherine ;
Berkman, Benjamin E. .
AMERICAN JOURNAL OF BIOETHICS, 2013, 13 (02) :32-42
[10]   ACMG recommendations for reporting of incidental findings in clinical exome and genome sequencing [J].
Green, Robert C. ;
Berg, Jonathan S. ;
Grody, Wayne W. ;
Kalia, Sarah S. ;
Korf, Bruce R. ;
Martin, Christa L. ;
McGuire, Amy L. ;
Nussbaum, Robert L. ;
O'Daniel, Julianne M. ;
Ormond, Kelly E. ;
Rehm, Heidi L. ;
Watson, Michael S. ;
Williams, Marc S. ;
Biesecker, Leslie G. .
GENETICS IN MEDICINE, 2013, 15 (07) :565-574