Evidence map›Paper›PMID 41381731›Full record

ArticleThe EMBO journal2026

Somatic hypermutation patterns are shaped by both motif position and sequence grammar.

Bianca Bartl, Ursula E Schoeberl, Renan Valieris, Johanna Fitz, Konstantin Roeder, Kutti R Vinothkumar, Benjamin Gundinger, Israel Tojal Da Silva, Rushad Pavri

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Article in The EMBO journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

9 authors.

Bianca Bartl *Research Institute of Molecular Pathology (IMP), Campus-Vienna-Biocenter 1, 1030, Vienna, Austria.
Ursula E Schoeberl *Research Institute of Molecular Pathology (IMP), Campus-Vienna-Biocenter 1, 1030, Vienna, Austria.ORCID http://orcid.org/0000-0002-6105-5385
Renan Valieris *Laboratory of Bioinformatics and Computational Biology, A. C. Camargo Cancer Center, São Paulo, SP, Brazil.ORCID http://orcid.org/0000-0002-8402-3175
Johanna FitzResearch Institute of Molecular Pathology (IMP), Campus-Vienna-Biocenter 1, 1030, Vienna, Austria.
Konstantin RoederRandall Centre for Cell and Molecular Biophysics, King's College London, London, SE1 1UL, UK.ORCID http://orcid.org/0000-0003-2021-9504
Kutti R VinothkumarNational Centre for Biological Sciences, Tata Institute of Fundamental Research, GKVK Post, Bengaluru, 560065, India.ORCID http://orcid.org/0000-0002-6746-5684
Benjamin GundingerResearch Institute of Molecular Pathology (IMP), Campus-Vienna-Biocenter 1, 1030, Vienna, Austria.ORCID http://orcid.org/0009-0000-9998-1862
Israel Tojal Da SilvaLaboratory of Bioinformatics and Computational Biology, A. C. Camargo Cancer Center, São Paulo, SP, Brazil.ORCID http://orcid.org/0000-0002-4687-1499
Rushad PavriResearch Institute of Molecular Pathology (IMP), Campus-Vienna-Biocenter 1, 1030, Vienna, Austria. rushad.pavri@kcl.ac.uk.ORCID http://orcid.org/0000-0002-6191-6333

Funding

Austrian Science Fund (FWF) P 32043-BAustrian Science Fund (FWF) T 795-B30Boehringer Ingelheim (Boehringer Ingelheim International GmbH) Core fundingDepartment of Atomic Energy, Government of India (DAE) RTI 4006Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) 23/18320-3Österreichische Forschungsförderungsgesellschaft (FFG) FFG-834223
6 · The paper itself

Abstract

Somatic hypermutation (SHM) in variable regions of immunoglobulin genes by activation-induced deaminase (AID) is essential for the maturation of protective antibodies against pathogen and vaccine antigens. AID preferentially mutates cytosines within WRCH motifs (wherein W = A/T, R = A/G, and H = A/C/T) in single-stranded DNA, yet these motifs show large but reproducible variation in mutation frequency, suggesting a crucial role for sequences flanking the WRCH motifs (i.e., a sequence grammar) in determining mutational outcomes. However, the nature of this sequence grammar is poorly understood. Here, we demonstrate that identical sequence contexts can exert significantly varying effects on the mutagenesis of different WRCH motifs. Molecular dynamics simulations reveal that both the sequence context and the specific WRCH motif modulate AID activity by altering the mode and strength of AID's interactions with single-stranded DNA. Repositioning a motif and its context within the variable region significantly alters its mutability. Therefore, the mutability of AID target cytosines is determined by a motif-specific sequence grammar that determines, in part, how activation-induced deaminase binds single-stranded DNA, as well as the motif position.

Indexed as

Cytidine DeaminaseSomatic Hypermutation, ImmunoglobulinAICDA (Activation-Induced Cytidine Deaminase)DNA, Single-StrandedHumansImmunoglobulin Variable RegionMolecular Dynamics SimulationNucleotide MotifsAICDA (Activation-Induced Cytidine Deaminase)Cytidine DeaminaseDNA, Single-StrandedImmunoglobulin Variable RegionActivation Induced DeaminaseDNA Sequence GrammarMolecular Dynamics SimulationRamos CellsSomatic Hypermutation

Identifiers

PMID41381731
PMCPMC12864871

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.