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Record W4413056070 · doi:10.1371/journal.ppat.1013291

Inactivation of branched-chain amino acid uptake halts Staphylococcus aureus growth and induces bacterial quiescence within macrophages

2025· article· en· W4413056070 on OpenAlexafffund
Adriana Moldovan, Ronald S. Flannagan, Marcel Rühling, Kathrin Stelzner, Clara Hans, Kerstin Paprotka, T. Kunz, David E. Heinrichs, Thomas Rudel, Martin Fraunholz

Bibliographic record

VenuePLoS Pathogens · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBacterial Genetics and Biotechnology
Canadian institutionsWestern University
FundersCanadian Institutes of Health ResearchJulius-Maximilians-Universität WürzburgDeutsche ForschungsgemeinschaftGraduate School of Life Sciences, Julius-Maximilians-Universität WürzburgDeutscher Akademischer Austauschdienst
KeywordsStaphylococcus aureusIntracellularBiologyMutantIntracellular parasiteMicrobiologyCell biologyRepressorBacteriaAmino acidGeneBiochemistryGene expressionGenetics

Abstract

fetched live from OpenAlex

Staphylococcus aureus is a notorious human pathogen that thrives in macrophages. It resides in mature phagolysosomes, where a subset of the bacteria eventually begin to proliferate. How S. aureus acquires essential nutrients, such as amino acids, for growth in this niche is poorly understood. Using a long-term primary human macrophage infection model, we show that branched-chain amino acid (BCAA) uptake mediated by the major transporter BrnQ1 is required by S. aureus for intracellular replication in macrophages and we provide mechanistic insight into the role of BCAAs in the success of intracellular S. aureus. Loss of BrnQ1 function renders intracellular S. aureus non-replicative and non-cytotoxic. The defective intracellular growth of S. aureus brnQ1 mutants can be rescued by supplementation with BCAAs or by overexpression of the BCAA transporters BrnQ1 or BcaP. Inactivation of the CodY repressor rescues the ability of S. aureus brnQ1 mutants to proliferate intracellularly independent of endogenous BCAA synthesis but dependent on BcaP expression. Non-replicating brnQ1 mutants in primary human macrophages become metabolically quiescent and display aberrant gene expression marked by failure to respond to intraphagosomal iron starvation. The bacteria remain, however, viable for an inordinate length of time. This dormant, yet viable bacterial state is distinct from classical persisters and small colony variants.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.019
Threshold uncertainty score0.754

Codex and Gemma teacher scores by category

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)0.0000.000

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 head0.009
GPT teacher head0.219
Teacher spread0.210 · 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 teacher head, 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

Citations2
Published2025
Admission routes2
Has abstractyes

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