Uncovering the roles of rare variants in common disease through whole-genome sequencing
Abstract
Although genome-wide association (GWA) studies for common variants have thus far succeeded in explaining only a modest fraction of the genetic components of human common diseases, recent advances in next-generation sequencing technologies could rapidly facilitate substantial progress. This outcome is expected if much of the missing genetic control is due to gene variants that are too rare to be picked up by GWA studies and have relatively large effects on risk. Here, we evaluate the evidence for an important role of rare gene variants of major effect in common diseases and outline discovery strategies for their identification.
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There is no evidence that rare single nucleotide variants at the same loci are the major source of genetic variance.
“There is no evidence to support the hypothesis that rare single nucleotide variants at the same loci are the major source of genetic variance9”
From Rare and common variants: twenty arguments (2012) · cites this paper as [9]
Cites
The Sequence Alignment/Map format and SAMtools
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., & 1000 Genome Project Data Processing Subgroup (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp352 · Cited by 62,041 · see citing works
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607 · see citing works
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
Langmead, B., Trapnell, C., Pop, M., & Salzberg, S. L. (2009) · Genome Biology · doi:10.1186/gb-2009-10-3-r25 · Cited by 21,849 · see citing works
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
The Wellcome Trust Case Control Consortium, Management Committee, Burton, P. R., Clayton, D. G., Cardon, L. R., Craddock, N., Deloukas, P., Duncanson, A., Kwiatkowski, D. P., McCarthy, M. I., et al. (2007) · Nature · doi:10.1038/nature05911 · Cited by 9,442 · see citing works
Finding the missing heritability of complex diseases
Manolio, T. A., Collins, F. S., Cox, N. J., Goldstein, D. B., Hindorff, L. A., Hunter, D. J., McCarthy, M. I., Ramos, E. M., Cardon, L. R., Chakravarti, A., et al. (2009) · Nature · doi:10.1038/nature08494 · Cited by 8,336 · see citing works
Self-citationSequencing technologies – the next generation
Metzker, M. L. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2626 · Cited by 7,066 · see citing works
The International HapMap Project
†The International HapMap Consortium, Genotyping centres: Baylor College of Medicine and ParAllele BioScience, Gibbs, R. A., Belmont, J. W., Hardenbol, P., Willis, T. D., Yu, F., Chinese HapMap Consortium, Yang, H., Ch'ang, L.-Y., et al. (2003) · Nature · doi:10.1038/nature02168 · Cited by 6,057 · see citing works
The Future of Genetic Studies of Complex Human Diseases
Risch, N., & Merikangas, K. (1996) · Science · doi:10.1126/science.273.5281.1516 · Cited by 5,355 · see citing works
Frayling, T. M., Timpson, N. J., Weedon, M. N., Zeggini, E., Freathy, R. M., Lindgren, C. M., Perry, J. R. B., Elliott, K. S., Lango, H., Rayner, N. W., et al. (2007) · Science · doi:10.1126/science.1141634 · Cited by 4,531 · see citing works
Accurate whole human genome sequencing using reversible terminator chemistry
Bentley, D. R., Balasubramanian, S., Swerdlow, H. P., Smith, G. P., Milton, J., Brown, C. G., Hall, K. P., Evers, D. J., Barnes, C. L., Bignell, H. R., et al. (2008) · Nature · doi:10.1038/nature07517 · Cited by 3,684 · see citing works
Genetic variation in IL28B predicts hepatitis C treatment-induced viral clearance
Ge, D., Fellay, J., Thompson, A. J. V., Simon, J. S., Shianna, K. V., Urban, T. J., Heinzen, E. L., Qiu, P., Bertelsen, A. H., Muir, A. J., et al. (2009) · Nature · doi:10.1038/nature08309 · Cited by 3,510 · see citing works
Self-citationLiu, R., Paxton, W. A., Choe, S., Ceradini, D., Martin, S. R., Horuk, R., MacDonald, M. E., Stuhlmann, H., Koup, R. A., & Landau, N. R. (1996) · Cell · doi:10.1016/s0092-8674(00)80110-5 · Cited by 3,074 · see citing works
Samson, M., Libert, F., Doranz, B. J., Rucker, J. B., Liesnard, C., Farber, C., Saragosti, S., Lapouméroulie, C., Cognaux, J., Forceille, C., et al. (1996) · Nature · doi:10.1038/382722a0 · Cited by 2,885 · see citing works
Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels
Saxena, R., Voight, B. F., Lyssenko, V., Burtt, N. P., de Bakker, P. I. W., Chen, H., Roix, J. J., Kathiresan, S., Hirschhorn, J. N., Daly, M. J., et al. (2007) · Science · doi:10.1126/science.1142358 · Cited by 2,843 · see citing works
A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants
Scott, L. J., Mohlke, K. L., Bonnycastle, L. L., Willer, C. J., Li, Y., Duren, W. L., Erdos, M. R., Stringham, H. M., Chines, P. S., Jackson, A. U., et al. (2007) · Science · doi:10.1126/science.1142382 · Cited by 2,753 · see citing works
Genome-wide association defines more than 30 distinct susceptibility loci for Crohn's disease
the NIDDK IBD Genetics Consortium, Barrett, J. C., the Belgian-French IBD Consortium, the Wellcome Trust Case Control Consortium, Hansoul, S., Nicolae, D. L., Cho, J. H., Duerr, R. H., Rioux, J. D., Brant, S. R., et al. (2008) · Nature Genetics · doi:10.1038/ng.175 · Cited by 2,593 · see citing works
Dean, M. C., Carrington, M. N., Winkler, C. A., Huttley, G. A., Smith, M. W., Allikmets, R. L., Goedert, J. J., Buchbinder, S., Vittinghoff, E., Gomperts, E. D., et al. (1996) · Science · doi:10.1126/science.273.5283.1856 · Cited by 2,499 · see citing works
Tanaka, Y., Nishida, N., Sugiyama, M., Kurosaki, M., Matsuura, K., Sakamoto, N., Nakagawa, M., Korenaga, M., Hino, K., Hige, S., et al. (2009) · Nature Genetics · doi:10.1038/ng.449 · Cited by 2,141 · see citing works
<i>SLCO1B1</i> Variants and Statin-Induced Myopathy — A Genomewide Study
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0801936 · Cited by 2,043 · see citing works
Targeted capture and massively parallel sequencing of 12 human exomes
Ng, S. B., Turner, E. H., Robertson, P. D., Flygare, S. D., Bigham, A. W., Lee, C., Shaffer, T., Wong, M., Bhattacharjee, A., Eichler, E. E., et al. (2009) · Nature · doi:10.1038/nature08250 · Cited by 2,030 · see citing works
Exome sequencing identifies the cause of a mendelian disorder
Ng, S. B., Buckingham, K. J., Lee, C., Bigham, A. W., Tabor, H. K., Dent, K. M., Huff, C. D., Shannon, P. T., Jabs, E. W., Nickerson, D. A., et al. (2010) · Nature Genetics · doi:10.1038/ng.499 · Cited by 1,957 · see citing works
Wellcome Trust Case Control Consortium, Zeggini, E., Scott, L. J., Saxena, R., Voight, B. F., Marchini, J. L., Hu, T., de Bakker, P. I., Abecasis, G. R., Almgren, P., et al. (2008) · Nature Genetics · doi:10.1038/ng.120 · Cited by 1,864 · see citing works
Large recurrent microdeletions associated with schizophrenia.
GROUP, Stefansson, H., Rujescu, D., Cichon, S., Pietiläinen, O. P. H., Ingason, A., Steinberg, S., Fossdal, R., Sigurdsson, E., Sigmundsson, T., et al. (2008) · Nature · doi:10.1038/nature07229 · Cited by 1,745 · see citing works
Self-citationPersonal genomes: The case of the missing heritability
Maher, B. (2008) · Nature · doi:10.1038/456018a · Cited by 1,737 · see citing works
Botstein, D., & Risch, N. (2003) · Nature Genetics · doi:10.1038/ng1090 · Cited by 1,503 · see citing works
Robust associations of four new chromosome regions from genome-wide analyses of type 1 diabetes
Finland, G. O. T. 1. D. I., Todd, J. A., the Wellcome Trust Case Control Consortium, Walker, N. M., Cooper, J. D., Smyth, D. J., Downes, K., Plagnol, V., Bailey, R., Nejentsev, S., et al. (2007) · Nature Genetics · doi:10.1038/ng2068 · Cited by 1,456 · see citing works
Mapping autism risk loci using genetic linkage and chromosomal rearrangements
The Autism Genome Project Consortium (2007) · Nature Genetics · doi:10.1038/ng1985 · Cited by 1,402 · see citing works
Mallal, S., Nolan, D., Witt, C., Masel, G., Martin, A., Moore, C., Sayer, D., Castley, A., Mamotte, C., Maxwell, D., et al. (2002) · The Lancet · doi:10.1016/s0140-6736(02)07873-x · Cited by 1,380 · see citing works
The role of a mutant CCR5 allele in HIV–1 transmission and disease progression
Huang, Y., Paxton, W. A., Wolinsky, S. M., Neumann, A. U., Zhang, L., Tian, H., Kang, S., Ceradini, D. J., Jin, Z., Yazdanbakhsh, K., et al. (1996) · Nature Medicine · doi:10.1038/nm1196-1240 · Cited by 1,359 · see citing works
Genetic diagnosis by whole exome capture and massively parallel DNA sequencing
Choi, M., Scholl, U. I., Ji, W., Liu, T., Tikhonova, I. R., Zumbo, P., Nayır, A., Bakkaloğlu, A., Özen, S., Sanjad, S. A., et al. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0910672106 · Cited by 1,327 · see citing works
Understanding mechanisms underlying human gene expression variation with RNA sequencing
Pickrell, J. K., Marioni, J. C., Pai, A. A., Degner, J. F., Engelhardt, B. E., Nkadori, E., Veyrieras, J.-B., Stephens, M., Gilad, Y., & Pritchard, J. K. (2010) · Nature · doi:10.1038/nature08872 · Cited by 1,256 · see citing works
Human Genome Sequencing Using Unchained Base Reads on Self-Assembling DNA Nanoarrays
Drmanac, R., Sparks, A. B., Callow, M. J., Halpern, A. L., Burns, N. L., Kermani, B. G., Carnevali, P., Nazarenko, I., Nilsen, G. B., Yeung, G., et al. (2010) · Science · doi:10.1126/science.1181498 · Cited by 1,212 · see citing works
Structural Variation in the Human Genome and its Role in Disease
Stankiewicz, P., & Lupski, J. R. (2010) · Annual Review of Medicine · doi:10.1146/annurev-med-100708-204735 · Cited by 1,201 · see citing works
Are Rare Variants Responsible for Susceptibility to Complex Diseases?
Pritchard, J. K. (2001) · The American Journal of Human Genetics · doi:10.1086/321272 · Cited by 1,197 · see citing works
On the allelic spectrum of human disease
Reich, D. E., & Lander, E. S. (2001) · Trends in Genetics · doi:10.1016/s0168-9525(01)02410-6 · Cited by 1,185 · see citing works
Common variants on chromosome 6p22.1 are associated with schizophrenia
Shi, J., Levinson, D. F., Duan, J., Sanders, A. R., Zheng, Y., Pe’er, I., Dudbridge, F., Holmans, P., Whittemore, A. S., Mowry, B. J., et al. (2009) · Nature · doi:10.1038/nature08192 · Cited by 1,154 · see citing works
Common and rare variants in multifactorial susceptibility to common diseases
Bodmer, W., & Bonilla, C. (2008) · Nature Genetics · doi:10.1038/ng.f.136 · Cited by 1,131 · see citing works
Ingelman‐Sundberg, M. (2004) · The Pharmacogenomics Journal · doi:10.1038/sj.tpj.6500285 · Cited by 1,111 · see citing works
Analysis of Genetic Inheritance in a Family Quartet by Whole-Genome Sequencing
Roach, J. C., Glusman, G., Smit, A. F. A., Huff, C. D., Hubley, R., Shannon, P. T., Rowen, L., Pant, K. P., Goodman, N., Bamshad, M., et al. (2010) · Science · doi:10.1126/science.1186802 · Cited by 1,084 · see citing works
HLA-B*5701 genotype is a major determinant of drug-induced liver injury due to flucloxacillin
study, F. T. D., Daly, A. K., Donaldson, P. T., Bhatnagar, P., Shen, Y., Pe’er, I., Floratos, A., Daly, M. J., Goldstein, D. B., John, S., et al. (2009) · Nature Genetics · doi:10.1038/ng.379 · Cited by 1,041 · see citing works
Self-citationNejentsev, S., Walker, N., Riches, D., Egholm, M., & Todd, J. A. (2009) · Science · doi:10.1126/science.1167728 · Cited by 958 · see citing works
The diploid genome sequence of an Asian individual
Wang, J., Wang, W., Li, R., Li, Y., Tian, G., Goodman, L., Fan, W., Zhang, J., Li, J., Zhang, J., et al. (2008) · Nature · doi:10.1038/nature07484 · Cited by 924 · see citing works
Common Genetic Variation and Human Traits
Goldstein, D. B. (2009) · New England Journal of Medicine · doi:10.1056/nejmp0806284 · Cited by 918 · see citing works
Self-citationA HapMap harvest of insights into the genetics of common disease
Manolio, T. A., Brooks, L. D., & Collins, F. S. (2008) · Journal of Clinical Investigation · doi:10.1172/jci34772 · Cited by 889 · cited 1× · see citing works
“A basic extreme-trait design would be to sequence a small, carefully selected population at one or both ends of the extremes of a phenotype (this idea has been discussed previousl”
BackgroundThe Human Gene Mutation Database: 2008 update
Stenson, P. D., Mort, M., Ball, E. V., Howells, K., Phillips, A. D., Thomas, N. S., & Cooper, D. N. (2009) · Genome Medicine · doi:10.1186/gm13 · Cited by 873 · see citing works
Rare Variants Create Synthetic Genome-Wide Associations
Dickson, S. P., Wang, K., Krantz, I., Hakonarson, H., & Goldstein, D. B. (2010) · PLoS Biology · doi:10.1371/journal.pbio.1000294 · Cited by 857 · see citing works
Self-citationGenome-wide association analysis identifies 20 loci that influence adult height
Initiative, D. G., Weedon, M. N., The Wellcome Trust Case Control Consortium, Cambridge GEM Consortium, Lango, H., Lindgren, C. M., Wallace, C., Evans, D. M., Mangino, M., Freathy, R. M., et al. (2008) · Nature Genetics · doi:10.1038/ng.121 · Cited by 826 · see citing works
the CORGI Consortium, Tomlinson, I., Webb, E., Carvajal-Carmona, L., Broderick, P., Kemp, Z., Spain, S., Penegar, S., Chandler, I., Gorman, M., et al. (2007) · Nature Genetics · doi:10.1038/ng2085 · Cited by 808 · see citing works
Pillai, S. G., Ge, D., Zhu, G., Kong, X., Shianna, K. V., Need, A. C., Feng, S., Hersh, C. P., Bakke, P. S., Gulsvik, A., et al. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000421 · Cited by 777 · see citing works
Self-citationRecurrent 16p11.2 microdeletions in autism
Kumar, R. A., KaraMohamed, S., Sudi, J., Conrad, D. F., Brune, C., Badner, J. A., Gilliam, T. C., Nowak, N. J., Cook, E. H., Dobyns, W. B., et al. (2007) · Human Molecular Genetics · doi:10.1093/hmg/ddm376 · Cited by 731 · see citing works
Genome-wide association scan identifies a colorectal cancer susceptibility locus on chromosome 8q24
Zanke, B. W., Greenwood, C. M., Rangrej, J., Kustra, R., Tenesa, A., Farrington, S. M., Prendergast, J., Olschwang, S., Chiang, T., Crowdy, E., et al. (2007) · Nature Genetics · doi:10.1038/ng2089 · Cited by 724 · see citing works
Schizophrenia, “Just the Facts” What we know in 2008. 2. Epidemiology and etiology
TANDON, R., Keshavan, M. S., & Nasrallah, H. A. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2008.04.011 · Cited by 716 · see citing works
The allelic architecture of human disease genes: common disease-common variant... or not?
Pritchard, J. K. (2002) · Human Molecular Genetics · doi:10.1093/hmg/11.20.2417 · Cited by 711 · see citing works
Common disorders are quantitative traits
Plomin, R., Haworth, C. M. A., & Davis, O. S. P. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2670 · Cited by 670 · see citing works
Tablet-next generation sequence assembly visualization.
Milne, I., Bayer, M., Cardle, L., Shaw, P., Stephen, G., Wright, F., & Marshall, D. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp666 · Cited by 666 · see citing works
Common vs. rare allele hypotheses for complex diseases
Schork, N. J., Murray, S. S., Frazer, K. A., & Topol, E. J. (2009) · Current Opinion in Genetics & Development · doi:10.1016/j.gde.2009.04.010 · Cited by 649 · see citing works
Variation in Transcription Factor Binding Among Humans
Kasowski, M. M., Grubert, F., Heffelfinger, C., Hariharan, M., Asabere, A., Waszak, S., Habegger, L., Rozowsky, J., Shi, M.-Y., Urban, A., et al. (2010) · Science · doi:10.1126/science.1183621 · Cited by 625 · see citing works
Sensitive and accurate detection of copy number variants using read depth of coveragePreprint
Yoon, S. C., Xuan, Z., Makarov, V., Ye, K. Q., & Sebat, J. L. (2009) · Genome Research · doi:10.1101/gr.092981.109 · Cited by 619 · see citing works
Bouatia-Naji, N., Bonnefond, A., Cavalcanti-Proença, C., Sparsø, T., Holmkvist, J., Marchand, M., Delplanque, J., Lobbens, S., Rocheleau, G., Durand, E., et al. (2009) · Nature Genetics · doi:10.1038/ng.277 · Cited by 611 · see citing works
The human gene mutation database
Cooper, D. (1998) · Nucleic Acids Research · doi:10.1093/nar/26.1.285 · Cited by 604 · see citing works
Genome–wide association studies provide new insights into type 2 diabetes aetiology
Frayling, T. M. (2007) · Nature Reviews Genetics · doi:10.1038/nrg2178 · Cited by 590 · see citing works
Parental origin of sequence variants associated with complex diseases
DIAGRAM Consortium, Kong, A., Steinthorsdottir, V., Masson, G., Thorleifsson, G., Sulem, P., Besenbacher, S., Jonasdottir, A., Sigurdsson, A., Kristinsson, K. T., et al. (2009) · Nature · doi:10.1038/nature08625 · Cited by 553 · see citing works
A map of open chromatin in human pancreatic islets
Gaulton, K. J., Nammo, T., Pasquali, L., Simon, J. M., Giresi, P. G., Fogarty, M. P., Panhuis, T. M., Mieczkowski, P. A., Secchi, A., Bosco, D., et al. (2010) · Nature Genetics · doi:10.1038/ng.530 · Cited by 530 · see citing works
Complete Khoisan and Bantu genomes from southern Africa
Schuster, S. C., Miller, W., Ratan, A., Tomsho, L. P., Giardine, B. M., Kasson, L. R., Harris, R. S., Petersen, D. C., Zhao, F., Qi, J., et al. (2010) · Nature · doi:10.1038/nature08795 · Cited by 500 · see citing works
Hughes, A. E., Orr, N., Esfandiary, H., Diaz-Torres, M., Goodship, T., & Chakravarthy, U. (2006) · Nature Genetics · doi:10.1038/ng1890 · Cited by 467 · see citing works
Martin, A. M., Nolan, D. A., Gaudieri, S., Almeida, C. A., Nolan, R., JAMES, I. R., Carvalho, F., Phillips, E. J., Christiansen, F., Purcell, A. W., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0307067101 · Cited by 450 · see citing works
DRUG REACTIONS, ENZYMES, AND BIOCHEMICAL GENETICS
Motulsky, A. G. (1957) · JAMA · doi:10.1001/jama.1957.72980250010016 · Cited by 449 · see citing works
A Genome-Wide Investigation of SNPs and CNVs in Schizophrenia
Need, A. C., Ge, D., Weale, M. E., Maia, J. M., Feng, S., Heinzen, E. L., Shianna, K. V., Yoon, W., Kasperavičiūtė, D., Gennarelli, M., et al. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000373 · Cited by 443 · see citing works
Self-citationITPA gene variants protect against anaemia in patients treated for chronic hepatitis C
Fellay, J., Thompson, A. J., Ge, D., Gumbs, C. E., Urban, T. J., Shianna, K. V., Little, L. D., Qiu, P., Bertelsen, A. H., Watson, M., et al. (2010) · Nature · doi:10.1038/nature08825 · Cited by 441 · see citing works
Self-citationSchizophrenia, “Just the Facts”: What we know in 2008
Tandon, R., Keshavan, M. S., & Nasrallah, H. A. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2008.01.022 · Cited by 412 · see citing works
Common variants in the GDF5-UQCC region are associated with variation in human height
Sanna, S., Jackson, A., Nagaraja, R., Willer, C. J., Chen, W., Bonnycastle, L. L., Shen, H., Timpson, N. J., Lettre, G., Usala, G., et al. (2008) · Nature Genetics · doi:10.1038/ng.74 · Cited by 391 · see citing works
Comparative genome hybridization suggests a role for NRXN1 and APBA2 in schizophrenia
Kirov, G., Gumus, D., Chen, W., Norton, N., Georgieva, L., Sari, M., O'Donovan, M. C., Erdogan, F., Owen, M. J., Ropers, H.-H., et al. (2007) · Human Molecular Genetics · doi:10.1093/hmg/ddm323 · Cited by 377 · see citing works
Nicolson, T. J., Bellomo, E. A., Wijesekara, N., Loder, M. K., Baldwin, J. M., Gyulkhandanyan, A. V., Koshkin, V., Tarasov, A. I., Carzaniga, R., Kronenberger, K., et al. (2009) · Diabetes · doi:10.2337/db09-0551 · Cited by 372 · see citing works
Genome-wide association studies: potential next steps on a genetic journey
McCarthy, M. I., & Hirschhorn, J. N. (2008) · Human Molecular Genetics · doi:10.1093/hmg/ddn289 · Cited by 354 · see citing works
Oligonucleotide Microarray Analysis of Genomic Imbalance in Children with Mental Retardation
Friedman, J. M., Baross, Á., Delaney, A. D., Ally, A., Arbour, L. T., Asano, J. K., Bailey, D. K., Barber, S., Birch, P. H., Brown-John, M., et al. (2006) · The American Journal of Human Genetics · doi:10.1086/507471 · Cited by 328 · see citing works
Combinatorial algorithms for structural variation detection in high-throughput sequenced genomesPreprint
Hormozdiari, F., Alkan, C., Eichler, E. E., et al. (2009) · Genome Research · doi:10.1101/gr.088633.108 · Cited by 296 · see citing works
Genetic Variation in an Individual Human Exome
Ng, P. C., Levy, S., Huang, J., Stockwell, T. B., Walenz, B. P., Li, K., Axelrod, N., Busam, D., Strausberg, R. L., & Venter, J. C. (2008) · PLoS Genetics · doi:10.1371/journal.pgen.1000160 · Cited by 288 · see citing works
Allele-Specific Up-Regulation of FGFR2 Increases Susceptibility to Breast Cancer
Meyer, K. B., Maia, A.-T., O’Reilly, M., Teschendorff, A. E., Chin, S., Caldas, C., & Ponder, B. A. J. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060108 · Cited by 280 · see citing works
Tissue-Specific Genetic Control of Splicing: Implications for the Study of Complex Traits
Heinzen, E. L., Ge, D., Cronin, K. D., Maia, J. M., Shianna, K. V., Gabriel, W. N., Welsh-Bohmer, K. A., Hulette, C. M., Denny, T. N., & Goldstein, D. B. (2008) · PLoS Biology · doi:10.1371/journal.pbio.1000001 · Cited by 269 · see citing works
Self-citationPrediction and Interaction in Complex Disease Genetics: Experience in Type 1 Diabetes
Clayton, D. G. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000540 · Cited by 252 · see citing works
Hageman, G. S., Hancox, L. S., Taiber, A. J., Gehrs, K. M., Anderson, D. H., Johnson, L. V., Radeke, M. J., Kavanagh, D., Richards, A., Atkinson, J. P., et al. (2006) · Annals of Medicine · doi:10.1080/07853890601097030 · Cited by 246 · see citing works
Long-range enhancers on 8q24 regulate c-Myc
Sotelo, J., Esposito, D., Duhagon, M. A., Banfield, K. L., Mehalko, J. L., Liao, H., Stephens, R. M., Harris, T., Munroe, D. J., & Wu, X. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0906067107 · Cited by 234 · see citing works
Sobreira, N. L. D. M., Cirulli, E. T., Avramopoulos, D., Wohler, E., Oswald, G. L., Stevens, E. L., Ge, D., Shianna, K. V., Smith, J. P., Maia, J. M., et al. (2010) · PLoS Genetics · doi:10.1371/journal.pgen.1000991 · Cited by 210 · see citing works
Self-citationDiscovering the genetics underlying foetal haemoglobin production in adults
Thein, S. L., & Menzel, S. (2009) · British Journal of Haematology · doi:10.1111/j.1365-2141.2009.07650.x · Cited by 200 · see citing works
Serretti, A., & Mandelli, L. (2008) · Molecular Psychiatry · doi:10.1038/mp.2008.29 · Cited by 199 · see citing works
Roos, A. J. D. (2013) · Springer eBooks · doi:10.1007/978-3-642-36229-3_2 · Cited by 190 · see citing works
A genome-wide study of common SNPs and CNVs in cognitive performance in the CANTAB
Need, A. C., Attix, D. K., McEvoy, J. M., Cirulli, E. T., Linney, K. L., Hunt, P., Ge, D., Heinzen, E. L., Maia, J. M., Shianna, K. V., et al. (2009) · Human Molecular Genetics · doi:10.1093/hmg/ddp413 · Cited by 133 · see citing works
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Crow, T. J. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.1.13 · Cited by 125 · see citing works
Hamming, K. S. C., Soliman, D., Matemisz, L. C., Niazi, O., Lang, Y. V., Gloyn, A. L., & Light, P. E. (2009) · Diabetes · doi:10.2337/db09-0143 · Cited by 116 · see citing works
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Chang, B., Cramer, S. D., Wiklund, F. E., Isaacs, S. D., Stevens, V. L., Sun, J., Smith, S., Pruett, K., Romero, L. M., Wiley, K. E., et al. (2009) · Human Molecular Genetics · doi:10.1093/hmg/ddp035 · Cited by 111 · see citing works
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Self-citationYoung, B., Squires, K., Patel, P., et al. (2008) · AIDS · doi:10.1097/qad.0b013e32830719aa · Cited by 98 · see citing works
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MapView: visualization of short reads alignment on a desktop computer
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Verlaan, D. J., Ge, B., Grundberg, E., Hoberman, R., Lam, K. C. L., Koka, V., Dias, J., Gurd, S., Martín, N. W., Mallmin, H., et al. (2008) · Genome Research · doi:10.1101/gr.084798.108 · Cited by 74 · see citing works
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Prokunina‐Olsson, L., & Hall, J. L. (2009) · Molecular Cancer · doi:10.1186/1476-4598-8-96 · Cited by 28 · see citing works
NGSView: an extensible open source editor for next-generation sequencing data
Arner, E., Hayashizaki, Y., & Daub, C. O. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp611 · Cited by 13 · see citing works
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“One of many possible reasons for the missing-heritability problem is that the common SNPs (i.e., SNPs for which the frequency of the less frequent allele is greater than .01) incorporated in commercially available DNA arrays miss the contribution of rare DNA variants (Cirulli & Goldstein, 2010).”
BackgroundSamaan, Z., Anand, S., Zhang, X., Desai, D., Rivera, M., Pare, G., Thabane, L., Xie, C., Gerstein, H., Engert, J. C., et al. (2013) · Molecular Psychiatry · doi:10.1038/mp.2012.160 · Cited by 129 · see citing works
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Self-citationKushima, I., Nakamura, Y., Aleksic, B., Ikeda, M., Ito, Y., Shiino, T., Okochi, T., Fukuo, Y., Ujike, H., Suzuki, M., et al. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbq118 · Cited by 92 · see citing works
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Wray, N. R., & Maier, R. (2014) · Current Epidemiology Reports · doi:10.1007/s40471-014-0023-3 · Cited by 67 · see citing works
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Deng, Z., Chen, M., Zhao, Z., Xiao, W., Liu, T., Peng, Q., Wu, Z., Xu, S., Shi, W., Jian, D., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-39761-2 · Cited by 50 · see citing works
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Haase, C. L., Frikke-Schmidt, R., Nordestgaard, B. G., & Tybjærg-Hansen, A. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1003063 · Cited by 37 · see citing works
Curran, S., Bolton, P., Rozsnyai, K., Chiocchetti, A., Klauck, S. M., Duketis, E., Poustka, F., Schlitt, S., Freitag, C. M., Lee, I., et al. (2011) · American Journal of Medical Genetics Part B: Neuropsychiatric Genetics · doi:10.1002/ajmg.b.31201 · Cited by 34 · see citing works
Chen, B., & Altman, R. B. (2017) · Orphanet Journal of Rare Diseases · doi:10.1186/s13023-017-0614-4 · Cited by 28 · see citing works
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Ward, L. D., & Kellis, M. (2012) · Nature Biotechnology · doi:10.1038/nbt.2422 · Cited by 6 · see citing works
- Authors
- Cirulli, E. T., & Goldstein, D. B.
- Affiliations
- Duke University (US)
- Corresponding author
- Goldstein, David B.
- Venue
- Nature Reviews Genetics
- Published
- 2010-06
- Volume
- 11
- Issue
- 6
- Pages
- 415-425
- ISSN
- 1471-0056 (ISSN-L)
- 1471-0064
- OpenAlex
- W2091583677
- Cited by
- 1,136
- References
- 108
- Citations by year
- 2026: 19 · 2025: 21 · 2024: 25 · 2023: 25 · 2022: 31 · 2021: 53 · 2020: 29 · 2019: 53 · 2018: 68 · 2017: 76 · 2016: 93 · 2015: 94 · 2014: 112 · 2013: 124 · 2012: 141
- FWCI
- 14.60
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Nature Reviews Genetics (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomics and Rare Diseases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Keywords
- rare variants, common diseases, whole genome sequencing, genetic risk factors, missing heritability, complex diseases, genetic susceptibility
- MeSH terms
- Animals, Chromosome Mapping, Disease, Humans, Models, Biological, Pedigree, Genetic Variation, Sequence Analysis, DNA, Genetic Predisposition to Disease, Genome-Wide Association Study
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