Evidence map›Paper›PMID 39402041›Full record

ArticleNature communications2024

The genetic architecture of protein interaction affinity and specificity.

Alexandra M Bendel, Andre J Faure, Dominique Klein, Kenji Shimada, Romane Lyautey, Nicole Schiffelholz, Georg Kempf, Simone Cavadini, Ben Lehner, Guillaume Diss

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Mapping the Functional Landscape ofmedRxiv : the preprint server for health sciences · 2025
    Article
  6. Epistatic drift in protein evolution.Current opinion in genetics & development · 2025
    Review
  7. Article
  8. Employing deep mutational scanning in theProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  9. Article
  10. Article
  11. Engineering Protein-Polyelectrolyte Interactions for Cellular Applications.Annual review of chemical and biomolecular engineering · 2025
    Review
  12. Review
  13. Article
  14. Article
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

10 authors.

Alexandra M BendelFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.
Andre J FaureCenter for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain.ORCID 0000-0002-4471-5994
Dominique KleinFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.
Kenji ShimadaFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.ORCID 0000-0002-6670-3118
Romane LyauteyFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.
Nicole SchiffelholzFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.
Georg KempfFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.
Simone CavadiniFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland.
Ben LehnerCenter for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain. bl11@sanger.ac.uk.ORCID 0000-0002-8817-1124
Guillaume DissFriedrich Miescher Institute for Biomedical Research (FMI), Basel, Switzerland. guillaume.diss@fmi.ch.ORCID 0000-0001-9153-4523

Funding

EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 883742Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation) 197593
6 · The paper itself

Abstract

The encoding and evolution of specificity and affinity in protein-protein interactions is poorly understood. Here, we address this question by quantifying how all mutations in one protein, JUN, alter binding to all other members of a protein family, the 54 human basic leucine zipper transcription factors. We fit a global thermodynamic model to the data to reveal that most affinity changing mutations equally affect JUN's affinity to all its interaction partners. Mutations that alter binding specificity are relatively rare but distributed throughout the interaction interface. Specificity is determined both by features that promote on-target interactions and by those that prevent off-target interactions. Approximately half of the specificity-defining residues in JUN contribute both to promoting on-target binding and preventing off-target binding. Nearly all specificity-altering mutations in the interaction interface are pleiotropic, also altering affinity to all partners. In contrast, mutations outside the interface can tune global affinity without affecting specificity. Our results reveal the distributed encoding of specificity and affinity in an interaction interface and how coiled-coils provide an elegant solution to the challenge of optimizing both specificity and affinity in a large protein family.

Indexed as

MutationProtein BindingThermodynamicsBasic-Leucine Zipper Transcription FactorsBinding SitesHumansModels, MolecularProto-Oncogene Proteins c-junBasic-Leucine Zipper Transcription FactorsProto-Oncogene Proteins c-jun

Identifiers

PMID39402041
PMCPMC11479274

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.