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Record W2562318952

Characterization and Inhibition of the Dimer Interface in Bacterial Small Multidrug Resistance Proteins

2012· dissertation· en· W2562318952 on OpenAlexvenueno aff
Bradley E. Poulsen

Bibliographic record

VenueLibrary and Archives Canada (Government of Canada) · 2012
Typedissertation
Languageen
FieldMedicine
TopicDrug Transport and Resistance Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsMultiple drug resistanceDimerInterface (matter)MicrobiologyComputer scienceChemistryBiologyBiochemistryDrug resistanceOrganic chemistry
DOInot available

Abstract

fetched live from OpenAlex

As one of the mechanisms of antibiotic resistance, bacteria use several families of membrane-embedded α-helical transporters to remove cytotoxic molecules from the cell. The small multidrug resistance protein family (SMR) is one such group of drug transporters that because of their relative small size [ca. 110 residues with four transmembrane (TM) helices] must form at the minimum dimers to efflux drugs. We have used the SMR homologue Hsmr from Halobacterium salinarum to investigate the oligomerization properties of the protein family at TM helix 4. We produced point mutations along the length of the TM4 helix in the full length Hsmr protein and assayed their dimerization and functional properties via SDS-PAGE and bacterial cell growth assays. We found that Hsmr forms functionally dependent dimers via an evolutionarily conserved 90GLxLIxxGV98 small residue heptad repeat. Upon investigation of the large hydrophobic residues in this motif by substituting each large residue to Ile, Leu, Met, Phe, and Val, we determined that Hsmr efflux function relies on an optimal level of dimerization. While some substitutions led to either decreased or increased dimer and substrate-binding strength, several Ile94 and Val98 mutants were equal to wild type dimerization levels but were nonfunctional, leading to the hypothesis of a mechanistic role at TM4 in addition to the locus of dimerization. The functionally sensitive TM4 dimer represents a potential target for SMR inhibition using a synthetic TM4 peptide mimetic. Using exponential decay measurements from a real-time cellular efflux assay, we observed the efflux decay constant was decreased by up to ~60% after treatment with the TM4 peptide inhibitor compared to control peptide treatments. Our results suggest that this approach could conceivably be used to design hydrophobic peptides for disruption of key TM-TM interactions of membrane proteins, and represent a valuable route to the discovery of new therapeutics.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.003
GPT teacher head0.152
Teacher spread0.149 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueLibrary and Archives Canada (Government of Canada)→Same topicDrug Transport and Resistance Mechanisms→French-language works237,207→