Evidence map›Paper›PMID 41433063›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Energetic and structural control of polyspecificity in a multidrug transporter.

Silas T Miller, Katherine A Henzler-Wildman, Srivatsan Raman

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Determinants of metal import and specificity in a bacterial transporter.bioRxiv : the preprint server for biology · 2026
    Article
  2. Energetic and structural control of polyspecificity in a multidrug transporter.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Silas T MillerCellular and Molecular Biology Graduate Program, University of Wisconsin-Madison, Madison, WI 53706.ORCID 0009-0008-0593-6955
Katherine A Henzler-WildmanDepartment of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706.ORCID 0000-0002-5295-2121
Srivatsan RamanGreat Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison WI 53706.ORCID 0000-0003-2461-1589

Funding

Molecular Mechanisms of Channels and TransportersR35GM141748 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Katherine Anne Henzler-Wildman · 2021 to 2026
$2.7M
Understanding the Molecular Rules of a Bacterial Multidrug Efflux TransporterF31AI186356 · NIAID · UNIVERSITY OF WISCONSIN-MADISON · PI SILAS MILLER · 2025 to 2026
$74k
DOE | Great Lakes Bioenergy Research Center (GLBRC) DE-SC0018409HHS | NIH | National Institute of Allergy and Infectious Diseases (NIAID) F31AI186356HHS | NIH | National Institute of General Medical Sciences (NIGMS) R35GM141748NIAID NIH HHS F31 AI186356NIGMS NIH HHS R35 GM141748
6 · The paper itself

Abstract

Multidrug efflux pumps are dynamic molecular machines that drive antibiotic resistance by harnessing ion gradients to export chemically diverse substrates. Despite their clinical importance, the molecular principles underlying multidrug promiscuity and energy efficiency remain poorly understood. Using multiparametric deep mutational scanning across eight substrates and two energy conditions, we deconvolute the contributions of substrate recognition, energetic coupling, and protein stability, providing an integrated, high-resolution view of multidrug transport. We find that substrate specificity arises from a distributed network of residues extending beyond the binding site, with mutations that reshape binding, coupling, conformational flexibility, and membrane interactions. Further, we apply a pH-based selection scheme to measure the effect of mutation on pH-dependent transport efficiency. By integrating these data, we reveal a fundamental relationship between efficiency and promiscuity: Highly efficient variants exhibit broad substrate profiles, while inefficient variants are narrower. These findings establish a direct link between energy coupling and polyspecificity, uncovering the biochemical logic underlying multidrug transport.

Indexed as

Escherichia coli ProteinsMembrane Transport ProteinsBinding SitesDrug Resistance, Multiple, BacterialEscherichia coliHydrogen-Ion ConcentrationModels, MolecularMutationProtein ConformationSubstrate SpecificityEscherichia coli ProteinsMembrane Transport Proteinsdeep mutational scanningefflux transportersenergy efficiencypolyspecificity

Identifiers

PMID41433063
PMCPMC12772156

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.