Evidence map›Paper›PMID 31851823›Full record

ArticleBiochemistry2020

Interaction Energetics and Druggability of the Protein-Protein Interaction between Kelch-like ECH-Associated Protein 1 (KEAP1) and Nuclear Factor Erythroid 2 Like 2 (Nrf2).

Mengqi Zhong, Andrew Lynch, Samantha N Muellers, Stefan Jehle, Lingqi Luo, David R Hall, Reina Iwase, James P Carolan, Megan Egbert, Amanda Wakefield and 7 more

Open access · greenAbstract read
In one paragraph

Article in Biochemistry, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
1.5field-weighted citation impact, top 16% 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

18 citing papers in PubMed, 33 citations in OpenAlex.

  1. Article
  2. In Silico Druggability Assessment ofAntibiotics (Basel, Switzerland) · 2026
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  6. Review
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  9. Article
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  11. Article
  12. Mapping the binding sites of challenging drug targets.Current opinion in structural biology · 2022
    Review
  13. Article
  14. Article
  15. Article
  16. Astaxanthine attenuates cisplatin ototoxicityActa pharmaceutica Sinica. B · 2022
    Article
  17. Article
  18. Fucoxanthin Prevents 6-OHDA-Induced Neurotoxicity by Targeting Keap1.Oxidative medicine and cellular longevity · 2021
    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

17 authors at 3 institutions in 1 country.

Andrew Lynch
Samantha N MuellersORCID 0000-0002-9233-9743
Stefan Jehle
Lingqi Luo
David R HallAcpharis, Inc. , 160 North Mill Street , Holliston , Massachusetts 01746 , United States.
Reina Iwase
James P Carolan
Megan Egbert
Amanda Wakefield
Kristina Streu
Christine M Harvey
Paula C Ortet
Dima KozakovDepartment of Applied Mathematics , Stony Brook University , Stony Brook , New York 11794 , United States.ORCID 0000-0003-0464-4500
Sandor VajdaBiomolecular Engineering Research Center , Boston University , Boston , Massachusetts 02215 , United States.ORCID 0000-0003-1540-8220
Karen N AllenBiomolecular Engineering Research Center , Boston University , Boston , Massachusetts 02215 , United States.ORCID 0000-0001-7296-0551
Adrian WhittyBiomolecular Engineering Research Center , Boston University , Boston , Massachusetts 02215 , United States.ORCID 0000-0002-0331-4369
Boston University · USAcpharis · USStony Brook University · US

Funding

Analysis and Prediction of Molecular InteractionsR35GM118078 · NIGMS · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI SANDOR VAJDA · 2016 to 2026
$6.5M
NIGMS NIH HHS R35 GM118078
6 · The paper itself

Abstract

Development of small molecule inhibitors of protein-protein interactions (PPIs) is hampered by our poor understanding of the druggability of PPI target sites. Here, we describe the combined application of alanine-scanning mutagenesis, fragment screening, and FTMap computational hot spot mapping to evaluate the energetics and druggability of the highly charged PPI interface between Kelch-like ECH-associated protein 1 (KEAP1) and nuclear factor erythroid 2 like 2 (Nrf2), an important drug target. FTMap identifies four binding energy hot spots at the active site. Only two of these are exploited by Nrf2, which alanine scanning of both proteins shows to bind primarily through E79 and E82 interacting with KEAP1 residues S363, R380, R415, R483, and S508. We identify fragment hits and obtain X-ray complex structures for three fragments via crystal soaking using a new crystal form of KEAP1. Combining these results provides a comprehensive and quantitative picture of the origins of binding energy at the interface. Our findings additionally reveal non-native interactions that might be exploited in the design of uncharged synthetic ligands to occupy the same site on KEAP1 that has evolved to bind the highly charged DEETGE binding loop of Nrf2. These include π-stacking with KEAP1 Y525 and interactions at an FTMap-identified hot spot deep in the binding site. Finally, we discuss how the complementary information provided by alanine-scanning mutagenesis, fragment screening, and computational hot spot mapping can be integrated to more comprehensively evaluate PPI druggability.

Indexed as

Binding SitesDrug DiscoveryHumansKelch-Like ECH-Associated Protein 1LigandsNF-E2-Related Factor 2Protein BindingProtein DomainsProtein Interaction Domains and MotifsSmall Molecule LibrariesKEAP1 protein, humanKelch-Like ECH-Associated Protein 1LigandsNFE2L2 protein, humanNF-E2-Related Factor 2Small Molecule Libraries

Identifiers

PMID31851823
PMCPMC8177486
OpenAlexW2995707483

What OpenQuestion holds

Textmetadata
LicenceTDM
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.