Whole-genome sequencing in an autism multiplex family

BackgroundAutism spectrum disorders (ASDs) represent a group of childhood neurodevelopmental disorders that affect 1 in 88 children in the US. Previous exome sequencing studies on family trios have implicated a role for rare, de-novo mutations in the pathogenesis of autism.MethodsTo examine the utility of whole-genome sequencing to identify inherited disease candidate variants and genes, we sequenced two probands from a large pedigree, including two parents and eight children. We evaluated multiple analytical strategies to identify a prioritized list of candidate genes.ResultsBy assuming a recessive model of inheritance, we identified seven candidate genes shared by the two probands. We also evaluated a different analytical strategy that does not require the assumption of disease model, and identified a list of 59 candidate variants that may increase susceptibility to autism. Manual examination of this list identified ANK3 as the most likely candidate gene. Finally, we identified 33 prioritized non-coding variants such as those near SMG6 and COQ5, based on evolutionary constraint and experimental evidence from ENCODE. Although we were unable to confirm rigorously whether any of these genes indeed contribute to the disease, our analysis provides a prioritized shortlist for further validation studies.ConclusionsOur study represents one of the first whole-genome sequencing studies in autism leveraging a large family-based pedigree. These results provide for a discussion on the relative merits of finding de-novo mutations in sporadic cases versus finding inherited mutations in large pedigrees, in the context of neuropsychiatric and neurodevelopmental diseases.

[1]  T. Mikkelsen,et al.  The NIH Roadmap Epigenomics Mapping Consortium , 2010, Nature Biotechnology.

[2]  Manolis Kellis,et al.  Interpreting non-coding variation in complex disease genetics , 2012, Nature Biotechnology.

[3]  Kathryn Roeder,et al.  Rare Complete Knockouts in Humans: Population Distribution and Significant Role in Autism Spectrum Disorders , 2013, Neuron.

[4]  S. Robertson,et al.  Mutations in NOTCH2 cause Hajdu-Cheney syndrome, a disorder of severe and progressive bone loss , 2011, Nature Genetics.

[5]  Todd M. Smith,et al.  Limitations of the Human Reference Genome for Personalized Genomics , 2012, PloS one.

[6]  D. Arking,et al.  A GENOME-WIDE LINKAGE AND ASSOCIATION SCAN REVEALS NOVEL LOCI FOR AUTISM , 2009, Nature.

[7]  J. Shendure,et al.  Exome sequencing as a tool for Mendelian disease gene discovery , 2011, Nature Reviews Genetics.

[8]  Kenny Q. Ye,et al.  De Novo Gene Disruptions in Children on the Autistic Spectrum , 2012, Neuron.

[9]  P. Shannon,et al.  Analysis of Genetic Inheritance in a Family Quartet by Whole-Genome Sequencing , 2010, Science.

[10]  I. Krantz,et al.  NOTCH2 mutations cause Alagille syndrome, a heterogeneous disorder of the notch signaling pathway. , 2006, American journal of human genetics.

[11]  Kenny Q. Ye,et al.  Strong Association of De Novo Copy Number Mutations with Autism , 2007, Science.

[12]  Margaret A. Pericak-Vance,et al.  A genome-wide scan for common alleles affecting risk for autism , 2010, Human molecular genetics.

[13]  D. Parry,et al.  Trichohyalin Mechanically Strengthens the Hair Follicle , 2003, Journal of Biological Chemistry.

[14]  M. Metzker Sequencing technologies — the next generation , 2010, Nature Reviews Genetics.

[15]  G. Abecasis,et al.  Merlin—rapid analysis of dense genetic maps using sparse gene flow trees , 2002, Nature Genetics.

[16]  T. Takenawa,et al.  Identification of two human WAVE/SCAR homologues as general actin regulatory molecules which associate with the Arp2/3 complex. , 1999, Biochemical and biophysical research communications.

[17]  S. Henikoff,et al.  Predicting the effects of coding non-synonymous variants on protein function using the SIFT algorithm , 2009, Nature Protocols.

[18]  J. Roach,et al.  Pairwise end sequencing: a unified approach to genomic mapping and sequencing. , 1995, Genomics.

[19]  David Haussler,et al.  New Methods for Detecting Lineage-Specific Selection , 2006, RECOMB.

[20]  J. Gilbert,et al.  A Genome‐wide Association Study of Autism Reveals a Common Novel Risk Locus at 5p14.1 , 2009, Annals of human genetics.

[21]  S. Batalov,et al.  A gene atlas of the mouse and human protein-encoding transcriptomes. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[22]  S. Levy,et al.  Exome sequencing supports a de novo mutational paradigm for schizophrenia , 2011, Nature Genetics.

[23]  C. Clarke,et al.  Characterization of the COQ5 Gene from Saccharomyces cerevisiae EVIDENCE FOR A C-METHYLTRANSFERASE IN UBIQUINONE BIOSYNTHESIS* , 1997, The Journal of Biological Chemistry.

[24]  Pierre Lindenbaum,et al.  Truncating mutations in the last exon of NOTCH2 cause a rare skeletal disorder with osteoporosis , 2011, Nature Genetics.

[25]  T. Horan,et al.  CSMD 1 Is a Novel Multiple Domain Complement-Regulatory Protein Highly Expressed in the Central Nervous System and Epithelial Tissues 1 , 2006 .

[26]  Kai Wang,et al.  wANNOVAR: annotating genetic variants for personal genomes via the web , 2012, Journal of Medical Genetics.

[27]  M. Simon,et al.  Hornerin is a component of the epidermal cornified cell envelopes , 2011, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[28]  K. Shianna,et al.  Using ERDS to infer copy-number variants in high-coverage genomes. , 2012, American journal of human genetics.

[29]  C. Gillberg,et al.  The genetics of autism spectrum disorders and related neuropsychiatric disorders in childhood. , 2010, The American journal of psychiatry.

[30]  T. Horan,et al.  CSMD1 Is a Novel Multiple Domain Complement-Regulatory Protein Highly Expressed in the Central Nervous System and Epithelial Tissues1 , 2006, The Journal of Immunology.

[31]  J. Baio Prevalence of autism spectrum disorders--Autism and Developmental Disabilities Monitoring Network, 14 sites, United States, 2008. , 2012, Morbidity and mortality weekly report. Surveillance summaries.

[32]  Colin N A Palmer,et al.  Comprehensive analysis of the gene encoding filaggrin uncovers prevalent and rare mutations in ichthyosis vulgaris and atopic eczema , 2007, Nature Genetics.

[33]  Timothy J. Durham,et al.  Systematic analysis of chromatin state dynamics in nine human cell types , 2011, Nature.

[34]  Evan T. Geller,et al.  Patterns and rates of exonic de novo mutations in autism spectrum disorders , 2012, Nature.

[35]  Margaret A. Pericak-Vance,et al.  Individual common variants exert weak effects on the risk for autism spectrum disorders , 2012, Human molecular genetics.

[36]  Timothy J. Durham,et al.  "Systematic" , 1966, Comput. J..

[37]  Raymond K. Auerbach,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[38]  Christian Gilissen,et al.  Unlocking Mendelian disease using exome sequencing , 2011, Genome Biology.

[39]  S. Heath,et al.  A common variant on chromosome 11q13 is associated with atopic dermatitis , 2009, Nature Genetics.

[40]  P. Visscher,et al.  Sporadic cases are the norm for complex disease , 2010, European Journal of Human Genetics.

[41]  S. Lok,et al.  Increased exonic de novo mutation rate in individuals with schizophrenia , 2011, Nature Genetics.

[42]  Manuel A. R. Ferreira,et al.  Collaborative genome-wide association analysis supports a role for ANK3 and CACNA1C in bipolar disorder , 2008, Nature Genetics.

[43]  Toshiro K. Ohsumi,et al.  Sequencing Chromosomal Abnormalities Reveals Neurodevelopmental Loci that Confer Risk across Diagnostic Boundaries , 2012, Cell.

[44]  Euan A Ashley,et al.  Performance comparison of whole-genome sequencing platforms , 2011, Nature Biotechnology.

[45]  T. Davis,et al.  Identification of a human centrosomal calmodulin-binding protein that shares homology with pericentrin. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[46]  Stephan Ripke,et al.  Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs , 2012, Nature Genetics.

[47]  Robert T. Schultz,et al.  Common genetic variants on 5p14.1 associate with autism spectrum disorders , 2009, Nature.

[48]  Zhong Sheng Sun,et al.  Mutations of ANK3 identified by exome sequencing are associated with autism susceptibility , 2012, Human mutation.

[49]  Janet B W Williams,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[50]  P. Bork,et al.  A method and server for predicting damaging missense mutations , 2010, Nature Methods.

[51]  Serafim Batzoglou,et al.  Identifying a High Fraction of the Human Genome to be under Selective Constraint Using GERP++ , 2010, PLoS Comput. Biol..

[52]  Ying Liu,et al.  Exome sequencing and unrelated findings in the context of complex disease research: ethical and clinical implications. , 2011, Discovery medicine.

[53]  A. Innes,et al.  A locus for Bowen–Conradi syndrome maps to chromosome region 12p13.3 , 2005, American journal of medical genetics. Part A.

[54]  H. Hakonarson,et al.  ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data , 2010, Nucleic acids research.

[55]  Robert B. Hartlage,et al.  This PDF file includes: Materials and Methods , 2009 .

[56]  P. Visscher,et al.  Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs , 2012, Nature Genetics.

[57]  Michael F. Walker,et al.  De novo mutations revealed by whole-exome sequencing are strongly associated with autism , 2012, Nature.

[58]  Eric M. Morrow,et al.  Using Whole-Exome Sequencing to Identify Inherited Causes of Autism , 2013, Neuron.

[59]  J. Baio,et al.  Prevalence of Autism Spectrum Disorders: Autism and Developmental Disabilities Monitoring Network, United States, 2006. Morbidity and Mortality Weekly Report. Surveillance Summaries. Volume 58, Number SS-10. , 2009 .

[60]  O. Mcbride,et al.  Organization, structure, and polymorphisms of the human profilaggrin gene. , 1990, Biochemistry.

[61]  J. Ebert,et al.  SMG7 is a 14-3-3-like adaptor in the nonsense-mediated mRNA decay pathway. , 2005, Molecular cell.

[62]  S. Cichon,et al.  Two variants in Ankyrin 3 (ANK3) are independent genetic risk factors for bipolar disorder , 2008, Molecular Psychiatry.

[63]  K. Entian,et al.  Nep1p (Emg1p), a novel protein conserved in eukaryotes and archaea, is involved in ribosome biogenesis , 2002, Current Genetics.

[64]  M. Rieder,et al.  Exome sequencing in sporadic autism spectrum disorders identifies severe de novo mutations , 2011, Nature Genetics.

[65]  Sharon J. Diskin,et al.  Adjustment of genomic waves in signal intensities from whole-genome SNP genotyping platforms , 2008, Nucleic acids research.

[66]  Bradley P. Coe,et al.  Sporadic autism exomes reveal a highly interconnected protein network of de novo mutations , 2012, Nature.

[67]  M. Ganz,et al.  The lifetime distribution of the incremental societal costs of autism. , 2007, Archives of pediatrics & adolescent medicine.

[68]  Joseph T. Glessner,et al.  PennCNV: an integrated hidden Markov model designed for high-resolution copy number variation detection in whole-genome SNP genotyping data. , 2007, Genome research.

[69]  S. Bale,et al.  Loss-of-function mutations in the gene encoding filaggrin cause ichthyosis vulgaris , 2006, Nature Genetics.

[70]  ENCODEConsortium,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[71]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[72]  S. Spence,et al.  The autism genetic resource exchange: a resource for the study of autism and related neuropsychiatric conditions. , 2001, American journal of human genetics.

[73]  D. Segal Diagnostic and Statistical Manual of Mental Disorders (DSM-IV-TR) , 2010 .

[74]  Robert T. Schultz,et al.  Autism genome-wide copy number variation reveals ubiquitin and neuronal genes , 2009, Nature.

[75]  K. Devriendt,et al.  Mutations in the Pericentrin (PCNT) Gene Cause Primordial Dwarfism , 2008, Science.

[76]  Gary D Bader,et al.  Functional impact of global rare copy number variation in autism spectrum disorders , 2010, Nature.

[77]  Kathryn Roeder,et al.  Multiple Recurrent De Novo CNVs, Including Duplications of the 7q11.23 Williams Syndrome Region, Are Strongly Associated with Autism , 2011, Neuron.

[78]  Data production leads,et al.  An integrated encyclopedia of DNA elements in the human genome , 2012 .