Identification of Small Exonic CNV from Whole-Exome Sequence Data and Application to Autism Spectrum Disorder

被引:122
作者
Poultney, Christopher S. [1 ,2 ]
Goldberg, Arthur P. [1 ,2 ,3 ]
Drapeau, Elodie [1 ,2 ]
Kou, Yan [1 ,4 ,5 ]
Harony-Nicolas, Hala [1 ,2 ]
Kajiwara, Yuji [1 ,2 ]
De Rubeis, Silvia [1 ,2 ]
Durand, Simon [1 ,2 ]
Stevens, Christine [6 ]
Rehnstroem, Karola [7 ,8 ]
Palotie, Aarno [6 ,7 ]
Daly, Mark J. [6 ,9 ,10 ]
Ma'ayan, Avi [4 ,5 ]
Fromer, Menachem [2 ,11 ,12 ]
Buxbaum, Joseph D. [1 ,2 ,3 ,11 ,12 ,13 ]
机构
[1] Icahn Sch Med Mt Sinai, Seaver Autism Ctr Res & Treatment, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Dept Psychiat, New York, NY 10029 USA
[3] Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USA
[4] Icahn Sch Med Mt Sinai, Dept Pharmacol & Syst Therapeut, New York, NY 10029 USA
[5] Icahn Sch Med Mt Sinai, Syst Biol Ctr New York, New York, NY 10029 USA
[6] Broad Inst MIT & Harvard, Program Med & Populat Genet, Cambridge, MA 02142 USA
[7] Univ Helsinki, Inst Mol Med Finland FIMM, FIN-00290 Helsinki, Finland
[8] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
[9] Massachusetts Gen Hosp, Dept Med, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[10] Harvard Univ, Sch Med, Boston, MA 02114 USA
[11] Icahn Sch Med Mt Sinai, Dept Neurosci, Dept Genet & Genom Sci, New York, NY 10029 USA
[12] Icahn Sch Med Mt Sinai, Friedman Brain Inst, New York, NY 10029 USA
[13] Icahn Sch Med Mt Sinai, Mindich Child Hlth & Dev Inst, New York, NY 10029 USA
基金
美国国家卫生研究院;
关键词
COPY-NUMBER VARIATION; DE-NOVO MUTATIONS; GENE; REVEALS; HAPLOINSUFFICIENCY; DISCOVERY; NETWORK; SHANK3; TOOL;
D O I
10.1016/j.ajhg.2013.09.001
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Copy number variation (CNV) is an important determinant of human diversity and plays important roles in susceptibility to disease. Most studies of CNV carried out to date have made use of chromosome microarray and have had a lower size limit for detection of about 30 kilobases (kb). With the emergence of whole-exome sequencing studies, we asked whether such data could be used to reliably call rare exonic CNV in the size range of 1-30 kilobases (kb), making use of the eXome Hidden Markov Model (XHMM) program. By using both transmission information and validation by molecular methods, we confirmed that small CNV encompassing as few as three exons can be reliably called from whole-exome data. We applied this approach to an autism case-control sample (n = 811, mean per-target read depth = 161) and observed a significant increase in the burden of rare (MAF <= 1%) 1-30 kb CNV, 1-30 kb deletions, and 1-10 kb deletions in ASD. CNV in the 1-30 kb range frequently hit just a single gene, and we were therefore able to carry out enrichment and pathway analyses, where we observed enrichment for disruption of genes in cytoskeletal and autophagy pathways in ASD. In summary, our results showed that XHMM provided an effective means to assess small exonic CNV from whole-exome data, indicated that rare 1-30 kb exonic deletions could contribute to risk in up to 7% of individuals with ASD, and implicated a candidate pathway in developmental delay syndromes.
引用
收藏
页码:607 / 619
页数:13
相关论文
共 47 条
[21]   Detection of large-scale variation in the human genome [J].
Iafrate, AJ ;
Feuk, L ;
Rivera, MN ;
Listewnik, ML ;
Donahoe, PK ;
Qi, Y ;
Scherer, SW ;
Lee, C .
NATURE GENETICS, 2004, 36 (09) :949-951
[22]   De Novo Gene Disruptions in Children on the Autistic Spectrum [J].
Iossifov, Ivan ;
Ronemus, Michael ;
Levy, Dan ;
Wang, Zihua ;
Hakker, Inessa ;
Rosenbaum, Julie ;
Yamrom, Boris ;
Lee, Yoon-ha ;
Narzisi, Giuseppe ;
Leotta, Anthony ;
Kendall, Jude ;
Grabowska, Ewa ;
Ma, Beicong ;
Marks, Steven ;
Rodgers, Linda ;
Stepansky, Asya ;
Troge, Jennifer ;
Andrews, Peter ;
Bekritsky, Mitchell ;
Pradhan, Kith ;
Ghiban, Elena ;
Kramer, Melissa ;
Parla, Jennifer ;
Demeter, Ryan ;
Fulton, Lucinda L. ;
Fulton, Robert S. ;
Magrini, Vincent J. ;
Ye, Kenny ;
Darnell, Jennifer C. ;
Darnell, Robert B. ;
Mardis, Elaine R. ;
Wilson, Richard K. ;
Schatz, Michael C. ;
McCombie, W. Richard ;
Wigler, Michael .
NEURON, 2012, 74 (02) :285-299
[23]   Genotype, haplotype and copy-number variation in worldwide human populations [J].
Jakobsson, Mattias ;
Scholz, Sonja W. ;
Scheet, Paul ;
Gibbs, J. Raphael ;
VanLiere, Jenna M. ;
Fung, Hon-Chung ;
Szpiech, Zachary A. ;
Degnan, James H. ;
Wang, Kai ;
Guerreiro, Rita ;
Bras, Jose M. ;
Schymick, Jennifer C. ;
Hernandez, Dena G. ;
Traynor, Bryan J. ;
Simon-Sanchez, Javier ;
Matarin, Mar ;
Britton, Angela ;
van de Leemput, Joyce ;
Rafferty, Ian ;
Bucan, Maja ;
Cann, Howard M. ;
Hardy, John A. ;
Rosenberg, Noah A. ;
Singleton, Andrew B. .
NATURE, 2008, 451 (7181) :998-1003
[24]   The UCSC Table Browser data retrieval tool [J].
Karolchik, D ;
Hinrichs, AS ;
Furey, TS ;
Roskin, KM ;
Sugnet, CW ;
Haussler, D ;
Kent, WJ .
NUCLEIC ACIDS RESEARCH, 2004, 32 :D493-D496
[25]   A functional analysis of GABARAP on 17p13.1 by knockdown zebrafish [J].
Komoike, Yuta ;
Shimojima, Keiko ;
Liang, Jao-Shwann ;
Fujii, Hiroshi ;
Maegaki, Yoshihiro ;
Osawa, Makiko ;
Fujii, Sakiko ;
Higashinakagawa, Toru ;
Yamamoto, Toshiyuki .
JOURNAL OF HUMAN GENETICS, 2010, 55 (03) :155-162
[26]   Integrated genotype calling and association analysis of SNPs, common copy number polymorphisms and rare CNVs [J].
Korn, Joshua M. ;
Kuruvilla, Finny G. ;
McCarroll, Steven A. ;
Wysoker, Alec ;
Nemesh, James ;
Cawley, Simon ;
Hubbell, Earl ;
Veitch, Jim ;
Collins, Patrick J. ;
Darvishi, Katayoon ;
Lee, Charles ;
Nizzari, Marcia M. ;
Gabriel, Stacey B. ;
Purcell, Shaun ;
Daly, Mark J. ;
Altshuler, David .
NATURE GENETICS, 2008, 40 (10) :1253-1260
[27]   Constitutional Haploinsufficiency of Tumor Suppressor Genes in Mentally Retarded Patients With Microdeletions in 17p13.1 [J].
Krepischi-Santos, A. C. V. ;
Rajan, D. ;
Temple, I. K. ;
Shrubb, V. ;
Crolla, J. A. ;
Huang, S. ;
Beal, S. ;
Otto, P. A. ;
Carter, N. P. ;
Vianna-Morgante, A. M. ;
Rosenberg, C. .
CYTOGENETIC AND GENOME RESEARCH, 2009, 125 (01) :1-7
[28]   A human phenome-interactome network of protein complexes implicated in genetic disorders [J].
Lage, Kasper ;
Karlberg, E. Olof ;
Storling, Zenia M. ;
Olason, Pall I. ;
Pedersen, Anders G. ;
Rigina, Olga ;
Hinsby, Anders M. ;
Tumer, Zeynep ;
Pociot, Flemming ;
Tommerup, Niels ;
Moreau, Yves ;
Brunak, Soren .
NATURE BIOTECHNOLOGY, 2007, 25 (03) :309-316
[29]   Specific Distribution of the Autophagic Protein GABARAPL1/GEC1 in the Developing and Adult Mouse Brain and Identification of Neuronal Populations Expressing GABARAPL1/GEC1 [J].
Le Grand, Jaclyn Nicole ;
Bon, Karine ;
Fraichard, Annick ;
Zhang, Jianhua ;
Jouvenot, Michele ;
Risold, Pierre-Yves ;
Boyer-Guittaut, Michael ;
Delage-Mourroux, Regis .
PLOS ONE, 2013, 8 (05)
[30]   Fast and accurate short read alignment with Burrows-Wheeler transform [J].
Li, Heng ;
Durbin, Richard .
BIOINFORMATICS, 2009, 25 (14) :1754-1760