Haplotype reference consortium panel: Practical implications of imputations with large reference panels.

Iglesias, Adriana I; van der Lee, Sven J; Bonnemaijer, Pieter W M; Höhn, René; Nag, Abhishek; Gharahkhani, Puya; Khawaja, Anthony P; Broer, Linda; International, Glaucoma Genetics Consortium (IGGC); Foster, Paul J; Hammond, Christopher J; Hysi, Pirro G; van Leeuwen, Elisabeth M; MacGregor, Stuart; Mackey, David A; Mazur, Johanna; Nickels, Stefan; Uitterlinden, André G; Klaver, Caroline C W; Amin, Najaf; ... (2017). Haplotype reference consortium panel: Practical implications of imputations with large reference panels. Human mutation, 38(8), pp. 1025-1032. Wiley-Blackwell 10.1002/humu.23247

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Recently, the Haplotype Reference Consortium (HRC) released a large imputation panel that allows more accurate imputation of genetic variants. In this study, we compared a set of directly assayed common and rare variants from an exome array to imputed genotypes, that is, 1000 genomes project (1000GP) and HRC. We showed that imputation using the HRC panel improved the concordance between assayed and imputed genotypes at common, and especially, low-frequency variants. Furthermore, we performed a genome-wide association meta-analysis of vertical cup-disc ratio, a highly heritable endophenotype of glaucoma, in four cohorts using 1000GP and HRC imputations. We compared the results of the meta-analysis using 1000GP to the meta-analysis results using HRC. Overall, we found that using HRC imputation significantly improved P values (P = 3.07 × 10-61 ), particularly for suggestive variants. Both meta-analyses were performed in the same sample size, yet we found eight genome-wide significant loci in the HRC-based meta-analysis versus seven genome-wide significant loci in the 1000GP-based meta-analysis. This study provides supporting evidence of the new avenues for gene discovery and fine mapping that the HRC imputation panel offers.

Item Type:

Journal Article (Original Article)

Division/Institute:

04 Faculty of Medicine > Department of Head Organs and Neurology (DKNS) > Clinic of Ophthalmology

UniBE Contributor:

Höhn, René Gerhard Joachim

Subjects:

600 Technology > 610 Medicine & health

ISSN:

1059-7794

Publisher:

Wiley-Blackwell

Language:

English

Submitter:

René Gerhard Joachim Höhn

Date Deposited:

26 Feb 2018 09:24

Last Modified:

22 Oct 2019 23:37

Publisher DOI:

10.1002/humu.23247

PubMed ID:

28493391

Uncontrolled Keywords:

1000 Genomes Project reference panel Haplotype Reference Consortium association studies imputation vertical cup-disc ratio

BORIS DOI:

10.7892/boris.108307

URI:

https://boris.unibe.ch/id/eprint/108307

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