Easy-HLA: a validated web application suite to reveal the full details of HLA typing

Author:

Geffard Estelle1,Limou Sophie1,Walencik Alexandre12,Daya Michelle3,Watson Harold4,Torgerson Dara5,Barnes Kathleen C,Cesbron Gautier Anne2,Gourraud Pierre-Antoine1,Vince Nicolas1,

Affiliation:

1. Nantes Université, Centrale Nantes, CHU Nantes, Inserm, Centre de Recherche en Transplantation et Immunologie, UMR 1064, ITUN, Nantes F-44000, France

2. Laboratoire d’Histocompatibilité et d’Immunogénétique, EFS Centre—Pays de la Loire, Nantes F-44000, France

3. Department of Medicine, University of Colorado Denver, Aurora, CO 80045, USA

4. Faculty of Medical Sciences Cave Hill Campus, The University of the West Indies, Bridgetown BB11000, Barbados

5. McGill University and Genome Quebec Innovation Centre, Montreal, QC H3A 0G1, Canada

Abstract

Abstract Motivation The HLA system plays a pivotal role in both clinical applications and immunology research. Typing HLA genes in patient and donor is indeed required in hematopoietic stem cell and solid-organ transplantation, and the histocompatibility complex region exhibits countless genetic associations with immune-related pathologies. Since the discovery of HLA antigens, the HLA system nomenclature and typing methods have constantly evolved, which leads to difficulties in using data generated with older methodologies. Results Here, we present Easy-HLA, a web-based software suite designed to facilitate analysis and gain knowledge from HLA typing, regardless of nomenclature or typing method. Easy-HLA implements a computational and statistical method of HLA haplotypes inference based on published reference populations containing over 600 000 haplotypes to upgrade missing or partial HLA information: ‘HLA-Upgrade’ tool infers high-resolution HLA typing and ‘HLA-2-Haplo’ imputes haplotype pairs and provides additional functional annotations (e.g. amino acids and KIR ligands). We validated both tools using two independent cohorts (total n = 2500). For HLA-Upgrade, we reached a prediction accuracy of 92% from low- to high-resolution of European genotypes. We observed a 96% call rate and 76% accuracy with HLA-2-Haplo European haplotype pairs prediction. In conclusion, Easy-HLA tools facilitate large-scale immunogenetic analysis and promotes the multi-faceted HLA expertise beyond allelic associations by providing new functional immunogenomics parameters. Availability and implementation Easy-HLA is a web application freely available (free account) at: https://hla.univ-nantes.fr. Supplementary information Supplementary data are available at Bioinformatics online.

Funder

Labex IGO

IHU-CESTI

European Union’s Horizon 2020

Skłodowska-Curie

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3