ArticleFrontiers in immunology2013
Germline Amino Acid Diversity in B Cell Receptors is a Good Predictor of Somatic Selection Pressures.
Article in Frontiers in immunology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 14 citations in OpenAlex.
- Germline based SARS-CoV-2 specific B cell repertoire motif identified with novel sequence based bioinformatic pipeline.Frontiers in immunology · 2026Article
- A Sitewise Model of Natural Selection on Individual Antibodies via a Transformer-Encoder.Molecular biology and evolution · 2025Article
- T cell receptor beta germline variability is revealed by inference from repertoire data.Genome medicine · 2022Article
- TooManyCells identifies and visualizes relationships of single-cell clades.Nature methods · 2020Article
- Serine substitutions are linked to codon usage and differ for variable and conserved protein regions.Scientific reports · 2019Article
- Computational Evaluation of B-Cell Clone Sizes in Bulk Populations.Frontiers in immunology · 2018Article
- Beyond Hot Spots: Biases in Antibody Somatic Hypermutation and Implications for Vaccine Design.Frontiers in immunology · 2018Review
- An atlas of B-cell clonal distribution in the human body.Nature biotechnology · 2017Article
- Clonality Analysis of Immunoglobulin Gene Rearrangement by Next-Generation Sequencing in Endemic Burkitt Lymphoma Suggests Antigen Drive Activation of BCR as Opposed to Sporadic Burkitt Lymphoma.American journal of clinical pathology · 2016Article
- Discrimination of germline V genes at different sequencing lengths and mutational burdens: A new tool for identifying and evaluating the reliability of V gene assignment.Journal of immunological methods · 2015Article
- B cell variable genes have evolved their codon usage to focus the targeted patterns of somatic mutation on the complementarity determining regions.Molecular immunology · 2015Article
- Immune system modeling and analysis.Frontiers in immunology · 2014Article
- Protein-protein interface detection using the energy centrality relationship (ECR) characteristic of proteins.PloS one · 2014Article
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The diversity of the immune repertoire is important for the adaptive immune system's ability to detect pathogens. Much of this diversity is generated in two steps, first through the recombination of germline gene segments and second through hypermutation during an immune response. While both steps are to some extent based on the germline level repertoire of genes, the final structure and selection of specific receptors is at the somatic level. How germline diversity and selection relate to somatic diversity and selection has not been clear. To investigate how germline diversity relates to somatic diversity and selection, we considered the published repertoire of Ig heavy chain V genes taken from the blood of 12 individuals, post-vaccination against influenza, sequenced by 454 high-throughput sequencing. We here show that when we consider individual amino acid positions in the heavy chain V gene sequence, there exists a strong correlation between the diversity of the germline repertoire at a position and the number of B cell clones that change amino acids at that position. At the same time, we find that the diversity of amino acids used in the mutated positions is greater than in the germline, albeit still correlated to germline diversity. From these findings, we propose that while germline diversity and germline amino acid usage at a given position do not fully specify the amino acid mutant needed to promote survival of specific clones, germline diversity at a given position is a good indicator for the potential to survive after somatic mutation at that position. We would therefore suggest that germline diversity at each specific position is the better a priori model for the effects of somatic mutation and selection, than simply the division into complementarity determining and framework regions.
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