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Record W4283759253 · doi:10.1101/2022.06.30.498311

Molecular mechanism of plasmid-borne resistance to sulfonamides

2022· preprint· en· W4283759253 on OpenAlexaff
Meenakshi Venkatesan, Michael Fruci, Lou Ann Verellen, T. Skarina, Nathalie Mesa, P.J. Stogios, Alexei Savchenko

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2022
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBiochemical and Molecular Research
Canadian institutionsUniversity of CalgaryAgriculture and Agri-Food CanadaUniversity of Toronto
FundersArgonne National Laboratory
KeywordsDHPSDihydropteroate synthaseActive siteEnzymeBiologyGeneticsMutagenesisBiochemistryAuxotrophyGeneMutantChemistry

Abstract

fetched live from OpenAlex

Abstract The sulfonamides (sulfas) are the oldest class of synthetic antibacterial that target the essential, conserved dihydropteroate synthase (DHPS) enzyme, encoded by folP , through chemical mimicry of its substrate p -aminobenzoic acid ( p ABA). Resistance has complicated their clinical utility and is widespread in pathogenic species. Resistance is mediated by acquisition of sul genes on mobile genetic elements, which code for the so-called Sul enzymes that are divergent DHPS enzymes with intrinsic sulfa-insensitivity. Even decades after the discovery of this resistance mechanism, its molecular details have not been understood. In this study, we elucidate the molecular basis for intrinsic resistance of Sul enzymes using x-ray crystallography, enzymology, mutagenesis, intrinsic tryptophan fluorescence, antibiotic susceptibility of a contemporary Δ folP strain, and adaptive laboratory evolution of folP. We show that the active sites of Sul enzymes possess a modified p ABA-interaction region based on insertion of a Phe-Gly sequence. This insertion is necessary for discrimination between p ABA and sulfonamides, more than 1000-fold loss in binding affinity of sulfas to Sul enzymes, and robust pan -sulfonamide resistance. We detect no fitness cost due to this active site modification, as it does not compromise the rate of dihydropteroate biosynthesis and complements the thymidine-auxotrophy of an E. coli folP deletion strain. Lab-evolved sulfa-resistance folP recapitulated this mechanism through the same active site insertion. Finally, we show that this insertion and a nearby loop confer increased active site flexibility of Sul enzymes relative to DHPS. These results provide a molecular foundation for revisiting DHPS-targeted antibacterials to evade resistance.

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 integrity0.0000.000
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 head0.010
GPT teacher head0.236
Teacher spread0.226 · 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

Citations3
Published2022
Admission routes1
Has abstractyes

Explore more

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