PMID- 22976473 OWN - NLM STAT- MEDLINE DCOM- 20130405 LR - 20211021 IS - 1460-2083 (Electronic) IS - 0964-6906 (Print) IS - 0964-6906 (Linking) VI - 21 IP - R1 DP - 2012 Oct 15 TI - Interrogating the major histocompatibility complex with high-throughput genomics. PG - R29-36 AB - The major histocompatibility complex (MHC) region on the short arm of chromosome 6 harbors the largest number of replicated associations across the human genome for a wide range of diseases, but the functional basis for these associations is still poorly understood. One fundamental challenge in fine-mapping associations to functional alleles is the enormous sequence diversity and broad linkage disequilibrium of the MHC, both of which hamper the cost-effective interrogation in large patient samples and the identification of causal variants. In this review, we argue that there is now a valuable opportunity to leverage existing genome-wide association study (GWAS) datasets for in-depth investigation to identify independent effects in the MHC. Application of imputation to GWAS data facilitates comprehensive interrogation of the classical human leukocyte antigen (HLA) loci. These datasets are, in many cases, sufficiently large to give investigators the ability to disentangle effects at different loci. We also explain how querying variation at individual amino acid positions for association can be powerful and expand traditional analyses that focus only on the classical HLA types. FAU - de Bakker, Paul I W AU - de Bakker PI AD - Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands. pdebakker@umcutrecht.nl FAU - Raychaudhuri, Soumya AU - Raychaudhuri S LA - eng GR - 1 R01 AR062886-01/AR/NIAMS NIH HHS/United States GR - 5K08AR055688/AR/NIAMS NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural PT - Research Support, Non-U.S. Gov't PT - Review DEP - 20120912 PL - England TA - Hum Mol Genet JT - Human molecular genetics JID - 9208958 RN - 0 (HLA Antigens) SB - IM MH - Amino Acid Sequence MH - *Chromosome Mapping MH - Databases, Nucleic Acid MH - *Genetic Predisposition to Disease MH - Genetic Variation MH - Genome, Human MH - Genome-Wide Association Study MH - HLA Antigens/*genetics MH - High-Throughput Nucleotide Sequencing MH - Humans MH - Linkage Disequilibrium/genetics MH - Major Histocompatibility Complex/*genetics PMC - PMC3459647 EDAT- 2012/09/15 06:00 MHDA- 2013/04/06 06:00 PMCR- 2013/10/15 CRDT- 2012/09/15 06:00 PHST- 2012/09/15 06:00 [entrez] PHST- 2012/09/15 06:00 [pubmed] PHST- 2013/04/06 06:00 [medline] PHST- 2013/10/15 00:00 [pmc-release] AID - dds384 [pii] AID - 10.1093/hmg/dds384 [doi] PST - ppublish SO - Hum Mol Genet. 2012 Oct 15;21(R1):R29-36. doi: 10.1093/hmg/dds384. Epub 2012 Sep 12.