Evidence map›Paper›PMID 35970514›Full record

ArticleJournal of medicinal chemistry2022

Large-Scale Ligand Perturbations of the Protein Conformational Landscape Reveal State-Specific Interaction Hotspots.

Timothy R Stachowski, Marcus Fischer

Open access · greenAbstract read
In one paragraph

Article in Journal of medicinal chemistry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.4field-weighted citation impact, top 10% 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

16 citing papers in PubMed, 31 citations in OpenAlex.

  1. In Silico Isomerization Produces Apt Negative Data for VHTS Validation.Journal of chemical information and modeling · 2026
    Article
  2. Review
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  5. Article
  6. Synthesis, characterization, andFrontiers in chemistry · 2026
    Article
  7. Article
  8. Article
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  10. Ensemble Docking as a Tool for the Rational Design of PeptidomimeticInternational journal of molecular sciences · 2024
    Article
  11. Article
  12. Article
  13. Article
  14. FLEXR: automated multi-conformer model building using electron-density map sampling.Acta crystallographica. Section D, Structural biology · 2023
    Article
  15. Article
  16. 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

2 authors at 1 institution in 1 country.

Timothy R StachowskiDepartment of Chemical Biology & Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States.
Marcus FischerDepartment of Chemical Biology & Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States.ORCID 0000-0002-7179-2581
St. Jude Children's Research Hospital · US

Funding

Exploiting Water Network Perturbations in Protein Binding SitesR35GM142772 · NIGMS · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI FISCHER, MARCUS · 2021 to 2025
$2.2M
NIGMS NIH HHS R35 GM142772
6 · The paper itself

Abstract

Protein flexibility is important for ligand binding but often ignored in drug design. Considering proteins as ensembles rather than static snapshots creates opportunities to target dynamic proteins that lack FDA-approved drugs, such as the human chaperone, heat shock protein 90 (Hsp90). Hsp90α accommodates ligands with a dynamic lid domain, yet no comprehensive analysis relating lid conformations to ligand properties is available. To date, ∼300 ligand-bound Hsp90α crystal structures are deposited in the Protein Data Bank, which enables us to consider ligand binding as a perturbation of the protein conformational landscape. By estimating binding site volumes, we classified structures into distinct major and minor lid conformations. Supported by retrospective docking, each conformation creates unique hotspots that bind chemically distinguishable ligands. Clustering revealed insightful exceptions and the impact of crystal packing. Overall, Hsp90α's plasticity provides a cautionary tale of overinterpreting individual crystal structures and motivates an ensemble-based view of drug design.

Indexed as

HSP90 Heat-Shock ProteinsBinding SitesHumansLigandsProtein BindingProtein ConformationRetrospective StudiesHSP90 Heat-Shock ProteinsLigands

Identifiers

PMID35970514
PMCPMC9619398
OpenAlexW4291719287

What OpenQuestion 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 OpenQuestion graph.