Evidence map›Paper›PMID 36305766›Full record

ArticleProtein science : a publication of the Protein Society2022

Molecular determinants of TRAF6 binding specificity suggest that native interaction partners are not optimized for affinity.

Jackson C Halpin, Dustin Whitney, Federica Rigoldi, Venkat Sivaraman, Avinoam Singer, Amy E Keating

Open access · hybridAbstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.8field-weighted citation impact, top 32% of its field
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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Review
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  4. Article
  5. 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

6 authors at 1 institution in 1 country.

Jackson C HalpinMIT Department of Biology, Cambridge, Massachusetts, USA.ORCID 0000-0003-4085-1064
Dustin WhitneyMIT Department of Biology, Cambridge, Massachusetts, USA.
Federica RigoldiMIT Department of Biology, Cambridge, Massachusetts, USA.
Venkat SivaramanMIT Department of Biology, Cambridge, Massachusetts, USA.
Avinoam SingerMIT Department of Biology, Cambridge, Massachusetts, USA.
Amy E KeatingMIT Department of Biology, Cambridge, Massachusetts, USA.ORCID 0000-0003-4074-8980
IIT@MIT · US

Funding

VIRUS PRODUCTION COREP30CA014051 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Jacqueline A. Lees · 1985 to 2026
$93.9M
PRE-DOCTORAL TRAINING IN THE BIOLOGICAL SCIENCEST32GM007287 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI BELL, STEPHEN P., KEATING, AMY E · 1985 to 2019
$40.8M
Mapping, modeling and manipulating the interactions of protein domains that bind short linear motifsR01GM129007 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI KEATING, AMY E · 2018 to 2021
$1.4M
Investigation of the design, structure and mechanism of Mena protein interaction inhibitorsF32GM137510 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI HALPIN, JACKSON · 2021 to 2022
$136k
Identification of “exosite” contacts in TRAF6, a critical mediator of cancerF32GM114959 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI WHITNEY, DUSTIN STEVEN · 2016 to 2017
$110k
NCI NIH HHS P30 CA014051NCI NIH HHS P30-CA14051NIGMS NIH HHS 5R01GM129007NIGMS NIH HHS F32 GM114959NIGMS NIH HHS F32GM114959NIGMS NIH HHS F32 GM137510NIGMS NIH HHS F32GM137510NIGMS NIH HHS R01 GM129007NIGMS NIH HHS T32 GM007287NIGMS NIH HHS T32GM007287
6 · The paper itself

Abstract

TRAF6 is an adaptor protein involved in signaling pathways that are essential for development and the immune system. It participates in many protein-protein interactions, some of which are mediated by the C-terminal MATH domain, which binds to short peptide segments containing the motif PxExx[FYWHDE], where x is any amino acid. Blocking MATH domain interactions is associated with favorable effects in various disease models. To better define TRAF6 MATH domain binding preferences, we screened a combinatorial library using bacterial cell-surface peptide display. We identified 236 of the best TRAF6-interacting peptides and a set of 1,200 peptides that match the sequence PxE but do not bind TRAF6 MATH. The peptides that were most enriched in the screen bound TRAF6 tighter than previously measured native peptides. To better understand the structural basis for TRAF6 interaction preferences, we built all-atom structural models of the MATH domain in complex with high-affinity binders and nonbinders identified in the screen. We identified favorable interactions for motif features in binders as well as negative design elements distributed across the motif that can disfavor or preclude binding. Searching the human proteome revealed that the most biologically relevant TRAF6 motif matches occupy a different sequence space from the best hits discovered in combinatorial library screening, suggesting that native interactions are not optimized for affinity. Our experimentally determined binding preferences and structural models support the design of peptide-based interaction inhibitors with higher affinities than endogenous TRAF6 ligands.

Indexed as

PeptidesTNF Receptor-Associated Factor 6Amino Acid SequenceHumansModels, MolecularProtein BindingPeptidesTNF Receptor-Associated Factor 6binding specificityinhibitormolecular modelingpeptide libraryshort linear motifTRAF6

Identifiers

PMID36305766
PMCPMC9597381
OpenAlexW4307845388

What OpenQuestion holds

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LicenceCC BY
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 OpenQuestion graph.