Evidence map›Paper›PMID 40715549›Full record

ArticleCommunications biology2025

Conserved heavy/light contacts and germline preferences revealed by a large-scale analysis of natively paired human antibody sequences and structural data.

Pawel Dudzic, Dawid Chomicz, Weronika Bielska, Igor Jaszczyszyn, Michał Zieliński, Bartosz Janusz, Sonia Wróbel, Marguerite-Marie Le Pannérer, Andrew Philips, Prabakaran Ponraj and 2 more

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Pawel DudzicNaturalAntibody, Szczecin, Poland. pawel.dudzic@naturalantibody.com.
Dawid ChomiczNaturalAntibody, Szczecin, Poland.ORCID http://orcid.org/0009-0000-7943-6082
Weronika BielskaNaturalAntibody, Szczecin, Poland.
Igor JaszczyszynNaturalAntibody, Szczecin, Poland.ORCID http://orcid.org/0009-0003-3405-0372
Michał ZielińskiNaturalAntibody, Szczecin, Poland.ORCID http://orcid.org/0009-0001-7926-6578
Bartosz JanuszNaturalAntibody, Szczecin, Poland.ORCID http://orcid.org/0000-0001-6448-0451
Sonia WróbelNaturalAntibody, Szczecin, Poland.ORCID http://orcid.org/0000-0002-7921-2334
Marguerite-Marie Le PannérerSanofi, Babraham Research Campus, Cambridge, UK.ORCID http://orcid.org/0000-0002-5779-8805
Andrew PhilipsSanofi, Babraham Research Campus, Cambridge, UK.ORCID http://orcid.org/0000-0001-9725-1073
Prabakaran PonrajMolecule design and modeling group, Platform Research, Moderna, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-4049-4813
Sandeep KumarMolecule design and modeling group, Platform Research, Moderna, Cambridge, MA, USA.
Konrad KrawczykNaturalAntibody, Szczecin, Poland. konrad@naturalantibody.com.ORCID http://orcid.org/0000-0003-0697-5522

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the pairing preferences and structural interactions between antibody heavy and light chains can enhance our ability to design more effective and specific therapeutic antibodies. Insights from natural antibody repertoires and conserved contact sites help reduce autoreactivity and improve drug safety and efficacy. Current databases represent only a limited portion of the estimated diversity of unique paired antibody molecules. To address this, we introduce PairedAbNGS, a novel database with paired heavy/light antibody chains. To our knowledge, this is the largest resource for paired natural antibody sequences with 58 bioprojects and over 14 million assembled productive sequences. Using this dataset, we investigated heavy and light chain variable (V) gene pairing preferences and found significant biases beyond gene usage frequencies, possibly due to receptor editing favoring less autoreactive combinations. Analyzing the available antibody structures from the Protein Data Bank, we studied conserved contact residues between heavy and light chains, particularly interactions between the CDR3 region of one chain and the FWR2 region of the opposite chain. Examination of amino acid pairs at key contact sites revealed significant deviations of amino acids distributions compared to random pairings, in the heavy chain's CDR3 region contacting the opposite chain, indicating specific interactions might be crucial for proper chain pairing. This observation is further reinforced by preferential IGHV-IGLJ and IGLV-IGHJ pairing preferences. We hope that both our resources and the findings would contribute to improving the engineering of biological drugs. We make the database accessible at https://naturalantibody.com/paired-ab-ngs as a valuable tool for biological and machine-learning applications.

Indexed as

Immunoglobulin Heavy ChainsImmunoglobulin Light ChainsAmino Acid SequenceConserved SequenceDatabases, ProteinHumansImmunoglobulin Heavy ChainsImmunoglobulin Light Chains

Identifiers

PMID40715549
PMCPMC12297541

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Registered trials

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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.