scholarly journals Approaching Genetics Through the MHC Lens: Tools and Methods for HLA Research

2021 ◽  
Vol 12 ◽  
Author(s):  
Venceslas Douillard ◽  
Erick C. Castelli ◽  
Steven J. Mack ◽  
Jill A. Hollenbach ◽  
Pierre-Antoine Gourraud ◽  
...  

The current SARS-CoV-2 pandemic era launched an immediate and broad response of the research community with studies both about the virus and host genetics. Research in genetics investigated HLA association with COVID-19 based on in silico, population, and individual data. However, they were conducted with variable scale and success; convincing results were mostly obtained with broader whole-genome association studies. Here, we propose a technical review of HLA analysis, including basic HLA knowledge as well as available tools and advice. We notably describe recent algorithms to infer and call HLA genotypes from GWAS SNPs and NGS data, respectively, which opens the possibility to investigate HLA from large datasets without a specific initial focus on this region. We thus hope this overview will empower geneticists who were unfamiliar with HLA to run MHC-focused analyses following the footsteps of the Covid-19|HLA & Immunogenetics Consortium.

2009 ◽  
Vol 91 (6) ◽  
pp. 367-371 ◽  
Author(s):  
B. J. HAYES ◽  
I. M. MACLEOD ◽  
M. BARANSKI

SummaryA number of farmed species are characterized by breeding populations of large full-sib families, including aquaculture species and outcrossing plant species. Whole genome association studies in such species must account for stratification arising from the full-sib family structure to avoid high rates of false discovery. Here, we demonstrate the value of selective genotyping strategies which balance the contribution of families across high and low phenotypes to greatly reduce rates of false discovery with a minimal effect on power.


PLoS Genetics ◽  
2008 ◽  
Vol 4 (6) ◽  
pp. e1000109 ◽  
Author(s):  
Ke Hao ◽  
Eric E. Schadt ◽  
John D. Storey

Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 3232-3232
Author(s):  
Yasuhito Nannya ◽  
Makoto Onizuka ◽  
Koichi Kashiwase ◽  
Masashi Sanada ◽  
Yoshiki Akatsuka ◽  
...  

Abstract Allogeneic stem cell transplantation (allo-HSCT) has been established as one of the most effective therapeutic options for hematopoietic malignancies. Its major therapeutic benefits are obtained from allo-immunity directed against patients’ tumor cells (graft-versus-tumor effects, GVT). However, the same kind of allo-immune reactions can also be directed to normal host tissues resulting in graft-versus-host disease (GVHD) and subsequently offset the potential benefit from GVT. Because both reactions are initiated by donor T-cells that recognize minor histocompatibility antigens (mHA) that are incompatible between donor and recipient, the knowledge of these mHA is of particular importance to develop a new measure to prevent GVHD while harnessing the antitumor potential of allo-HSCT. On the other hand, the incompatibility of mHAs, as well as other predispositions to development of GVHD, is basically determined genetically, and thus, are plausible targets of genetic association studies, which have recently been enabled with the advent of large-scale genotyping technology. In the current study, we explored genetic basis of GVHD by whole genome association studies, in which relevant SNPs to GVHD development were explored by genotyping a large cohort of GVHD-positive and negative transplantations performed through the Japan Marrow Donor Program (JMDP). Among 7,800 transplants genotyped for HLA types, we selected 1856 transplants (3712 donors/recipients) for large scale genotyping of more than 500,000 SNPs using Affymetrix® GeneChip® 500K arrays, according to the following criteria: HLA A, B, C, DR, DQ loci were completely matched at the DNA level Short term MTX (stMTX) + CyA or stMTX + FK506 was employed as GVHD prophylaxis, and Genome DNA from both donor and recipient and record of clinical course was available. Based on the genotyping data, possible association was tested for each SNP in donors and recipients with regard to the development of GVHD. Association of genotype incompatibilities was also investigated for major HLA subtypes to identify the mHA loci that are relevant to GVHD pathogenesis. In the intermediate analysis, a number of candidate polymorphisms in donors and recipients have been identified together with possible mHA loci.


Genome ◽  
2010 ◽  
Vol 53 (11) ◽  
pp. 967-972 ◽  
Author(s):  
Robbie Waugh ◽  
David Marshall ◽  
Bill Thomas ◽  
Jordi Comadran ◽  
Joanne Russell ◽  
...  

We have previously shown that linkage disequilibrium (LD) in the elite cultivated barley ( Hordeum vulgare ) gene pool extends, on average, for <1–5 cM. Based on this information, we have developed a platform for whole genome association studies that comprises a collection of elite lines that we have characterized at 3060 genome-wide single nucleotide polymorphism (SNP) marker loci. Interrogating this data set shows that significant population substructure is present within the elite gene pool and that diversity and LD vary considerably across each of the seven barley chromosomes. However, we also show that a subpopulation comprised of only the two-rowed spring germplasm is less structured and well suited to whole genome association studies without the need for extensive statistical intervention to account for structure. At the current marker density, the two-rowed spring population is suited for fine mapping simple traits that are located outside of the genetic centromeres with a resolution that is sufficient for candidate gene identification by exploiting conservation of synteny with fully sequenced model genomes and the emerging barley physical map.


2007 ◽  
Vol 81 (5) ◽  
pp. 895-905 ◽  
Author(s):  
Gad Kimmel ◽  
Michael I. Jordan ◽  
Eran Halperin ◽  
Ron Shamir ◽  
Richard M. Karp

2016 ◽  
Vol 48 (3) ◽  
pp. 314-317 ◽  
Author(s):  
Gardar Sveinbjornsson ◽  
Anders Albrechtsen ◽  
Florian Zink ◽  
Sigurjón A Gudjonsson ◽  
Asmundur Oddson ◽  
...  

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