ArticleFrontiers in immunology2022
Addressing IGHV Gene Structural Diversity Enhances Immunoglobulin Repertoire Analysis: Lessons From Rhesus Macaque.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 25 citations in OpenAlex.
- Characterization of immunoglobulin loci inNAR genomics and bioinformatics · 2026Article
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- Structural and genetic signatures of two classes of HCV E2 neutralizing face antibodies from non-human primates immunized with a recombinant E1E2.NPJ vaccines · 2026Article
- Evaluating southern pigtail macaques as an immunological model for human antibody responses.Scientific reports · 2026Article
- Population-level genomic analysis of immunoglobulin loci variation in rhesus macaques reveals extensive germline diversity.Immunity · 2026Article
- Necessity of individual VDJ-databases for annotating antibody heavy chain characteristics in non-human primates.Immunogenetics · 2025Article
- Unveiling unique expression patterns of D20S16 satellite DNA in human embryonic development.Scientific reports · 2025Article
- Comparative Analysis of Mammalian Adaptive Immune Loci Revealed Spectacular Divergence and Common Genetic Patterns.Molecular biology and evolution · 2025Article
- Nonstabilized SARS-CoV-2 spike mRNA vaccination induces broadly neutralizing antibodies in nonhuman primates.Science translational medicine · 2025Article
- Novel rhesus macaque immunoglobulin germline genes identified by three sequencing approaches.Frontiers in immunology · 2024Article
- High throughput analysis of B cell dynamics and neutralizing antibody development during immunization with a novel clade C HIV-1 envelope.PLoS pathogens · 2023Article
- IGHV allele similarity clustering improves genotype inference from adaptive immune receptor repertoire sequencing data.Nucleic acids research · 2023Article
- AIRR community curation and standardised representation for immunoglobulin and T cell receptor germline sets.Immunoinformatics (Amsterdam, Netherlands) · 2023Article
- Adaptive immune receptor genotyping using theFrontiers in immunology · 2023Article
- Targeted long-read sequencing facilitates phased diploid assembly and genotyping of the human T cell receptor alpha, delta, and beta loci.Cell genomics · 2022Article
- Primary antibody response after influenza virus infection is first dominated by low-mutated HA-stem antibodies followed by higher-mutated HA-head antibodies.Frontiers in immunology · 2022Article
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
The accurate germline gene assignment and assessment of somatic hypermutation in antibodies induced by immunization or infection are important in immunological studies. Here, we illustrate issues specific to the construction of comprehensive immunoglobulin (IG) germline gene reference databases for outbred animal species using rhesus macaques, a frequently used non-human primate model, as a model test case. We demonstrate that the genotypic variation found in macaque germline inference studies is reflected in similar levels of gene diversity in genomic assemblies. We show that the high frequency of IG heavy chain V (IGHV) region structural and gene copy number variation between subjects means that individual animals lack genes that are present in other animals. Therefore, gene databases compiled from a single or too few animals will inevitably result in inaccurate gene assignment and erroneous SHM level assessment for those genes it lacks. We demonstrate this by assigning a test macaque IgG library to the KIMDB, a database compiled of germline IGHV sequences from 27 rhesus macaques, and, alternatively, to the IMGT rhesus macaque database, based on IGHV genes inferred primarily from the genomic sequence of the rheMac10 reference assembly, supplemented with 10 genes from the Mmul_051212 assembly. We found that the use of a gene-restricted database led to overestimations of SHM by up to 5% due to misassignments. The principles described in the current study provide a model for the creation of comprehensive immunoglobulin reference databases from outbred species to ensure accurate gene assignment, lineage tracing and SHM calculations.
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