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Delineating inter- and intra-antibody repertoire evolution with AntibodyForests

  • Daphne van Ginneken
  • , Valentijn Tromp
  • , Lucas Stalder
  • , Tudor Stefan Cotet
  • , Sophie Bakker
  • , Anamay Samant
  • , Sai T. Reddy
  • , Alexander Yermanos*
  • *Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

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Abstract

Motivation: The rapid advancements in immune repertoire sequencing, powered by single-cell technologies and artificial intelligence, have created unprecedented opportunities to study B cell evolution at a novel scale and resolution. However, fully leveraging these data requires specialized software capable of performing inter- and intra-repertoire analyses to unravel the complex dynamics of B cell repertoire evolution during immune responses. Results: Here, we present AntibodyForests, software to infer B cell lineages, quantify inter- and intra-antibody repertoire evolution, and analyze somatic hypermutation using protein language models and protein structure.

Original languageEnglish
Article numberbtaf560
Number of pages5
JournalBioinformatics
Volume41
Issue number10
DOIs
Publication statusPublished - 1 Oct 2025

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