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Record W4402936316 · doi:10.1101/2024.09.27.615480

<i>Mycobacterium tuberculosis</i> overcomes phosphate starvation by extensively remodelling its lipidome with phosphorus-free lipids

2024· preprint· en· W4402936316 on OpenAlexaff
Robert M. Gray, Mariana Silva dos Santos, Jiuyu Liu, Aleksandra Agapova, Angela Rodgers, Acely Garza-Garcı́a, James I. MacRae, Maximiliano G. Gutiérrez, Richard Lee, Luiz Pedro S. de Carvalho

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldMedicine
TopicParathyroid Disorders and Treatments
Canadian institutionsInstitute of Infection and Immunity
Fundersnot available
KeywordsLipidomeMycobacterium tuberculosisPhosphorusPhosphateStarvationChemistryMicrobiologyTuberculosisLipidomicsBiologyBiochemistryMedicine

Abstract

fetched live from OpenAlex

Tuberculosis (TB) is the biggest cause of death from infectious disease worldwide [1–4]. The causative agent, Mycobacterium tuberculosis (Mtb), possesses a complex cell envelope that determines many of the key physiologic and virulence properties that facilitate infection, which comprises multiple classes of unique lipids [5–7]. The macrophage phagosome is a key reservoir of infection in pulmonary TB and multiple studies have shown that inorganic phosphate (Pi) is limiting in this environment [8–11]. The ability of Mtb to sense and respond to phosphate starvation is required for virulence in animal models and replication in human macrophages in vitro [12–14]. Here, we show that during Pi restriction the Mtb lipidome is markedly remodelled such that phospholipids are replaced with multiple classes of phosphorus-free lipids, some of which have not been documented before. Further, we discover that Mtb can metabolise phospholipid polar heads derived from host pulmonary surfactant as an alternative phosphate source, which sustains cell division for several generations during Pi restriction. These dual manipulations of phospholipid metabolism provide Mtb with an escape from phosphate restriction specific to the infection of alveolar macrophages, one of the earliest steps in establishing pulmonary tuberculosis. The changes in envelope lipidome remodelling, akin to that observed in some marine and terrestrial bacteria [15–20] suggests that standard Mtb culture conditions that use media with high concentrations of Pi do not reflect the physiologic environment during infection, thereby potentially undermining vaccine and drug development for tuberculosis. Moreover, the distinct Mtb phosphate-free lipids and the metabolic pathways that generate them could provide new antibiotic targets.

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 score0.005

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 communication0.0010.000
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.011
GPT teacher head0.221
Teacher spread0.209 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)→Same topicParathyroid Disorders and Treatments→French-language works237,207→