LICHEN enables light-chain immunoglobulin sequence generation conditioned on the heavy chain and experimental needs

In developing therapeutic antibodies, the heavy chain is often prioritised due to its higher variability and its central role in antigen binding. An appropriate pairing of the light sequence is however important for antibody function. Here we present LICHEN, a heavy chain conditioned light sequence generation tool that enables collaborative light sequence design by leveraging computational capabilities alongside experimental expertise. LICHEN generates light sequences which are valid (antibody-like), diverse in sequence and structure, and conditioned on a specific heavy chain. LICHEN can also condition on germline and CDRs and automatically filter generated sequences for required properties. We carry out experimental validation of the method conditioning only on the heavy sequence and on the heavy sequence and binding information. Our in vitro results show that sequences created by LICHEN have effective expression yields and can retain antigen-binding. LICHEN can thus be used across multiple antibody engineering scenarios for efficient light-chain pairing.

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Publication Details

Journal
Communications Biology
Published
2026-02-21
DOI
https://doi.org/10.1038/s42003-026-09727-3
Primary Topic
Monoclonal and Polyclonal Antibodies Research
Type
article
Field-Weighted Citation Impact
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article

LICHEN enables light-chain immunoglobulin sequence generation conditioned on the heavy chain and experimental needs

Isaac Ellmen, Alexander Greenshields‐Watson, Brendan Clarke, Henriette Capel et al.
Communications Biology
Monoclonal and Polyclonal Antibodies Research
article

LICHEN enables light-chain immunoglobulin sequence generation conditioned on the heavy chain and experimental needs

Isaac Ellmen, Alexander Greenshields‐Watson, Brendan Clarke, Henriette Capel, Richard Buick, Giulia Mignone, Sean Tierney, Conor Breen, Charlotte M. Deane, Megan Black, Chris J. Murray
article en

Abstract

In developing therapeutic antibodies, the heavy chain is often prioritised due to its higher variability and its central role in antigen binding. An appropriate pairing of the light sequence is however important for antibody function. Here we present LICHEN, a heavy chain conditioned light sequence generation tool that enables collaborative light sequence design by leveraging computational capabilities alongside experimental expertise. LICHEN generates light sequences which are valid (antibody-like), diverse in sequence and structure, and conditioned on a specific heavy chain. LICHEN can also condition on germline and CDRs and automatically filter generated sequences for required properties. We carry out experimental validation of the method conditioning only on the heavy sequence and on the heavy sequence and binding information. Our in vitro results show that sequences created by LICHEN have effective expression yields and can retain antigen-binding. LICHEN can thus be used across multiple antibody engineering scenarios for efficient light-chain pairing.

Communications Biology
Oxford Research Group (GB), University of Oxford (GB), Science Oxford (GB)
Openalex Percentile: Top 48%
Monoclonal and Polyclonal Antibodies Research
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