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Record W4412111026 · doi:10.1128/aem.00183-25

Practical media formulations for rapid growth of <i>Lactobacillus iners</i> and other vaginal bacteria

2025· article· en· W4412111026 on OpenAlexaff
Daniella Serrador, Jhenielle R. Campbell, Landon J. Getz, Dorothy Cheung, Gelila Shefraw, Rupert Kaul, William Wiley Navarre

Bibliographic record

VenueApplied and Environmental Microbiology · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicReproductive tract infections research
Canadian institutionsToronto General HospitalUniversity Health NetworkUniversity of Toronto
Fundersnot available
KeywordsBiologyGardnerella vaginalisLactobacillusMicrobiologyBacterial vaginosisLactobacillus crispatusMicrobiomeLactobacillus gasseriBacteriaBioinformaticsGenetics

Abstract

fetched live from OpenAlex

ABSTRACT The composition of the vaginal microbiome is closely tied to host health. Bacterial vaginosis (BV), caused by the overgrowth of specific anaerobes (e.g., Gardnerella vaginalis ), is associated with negative health outcomes. A vaginal microbiome dominated by Lactobacillus species is thought to protect against BV. However, the role of Lactobacillus iners is controversial, with evidence suggesting that some strains may not protect against BV while others do. To better characterize L. iners strains, their interactions with vaginal bacteria and human cells need to be investigated in vitro , but this has been impeded by the lack of liquid media that supports rapid L. iners growth. We have developed three liquid media formulations for L. iners growth: Serrador’s Lactobacillus -adapted Iscove’s medium (SLIM), which supports robust L. iners growth; a vaginally adapted version of SLIM (SLIM-V); and a chemically defined version (SLIM-CD). SLIM and SLIM-V improve L. iners growth compared to previously published formulations and also support the growth of other vaginal bacteria, including Lactobacillus crispatus , Lactobacillus jensenii , Lactobacillus gasseri , and Gardnerella vaginalis . SLIM-CD leads to slower growth but may be useful for characterizing L. iners nutrient requirements or metabolite production. Importantly, SLIM and SLIM-V also support the growth of human vaginal epithelial cells, providing a foundation for future co-culture studies. Here, we present the formulations of SLIM, SLIM-V, and SLIM-CD and compare the growth of bacterial strains and human cells in these media. IMPORTANCE Lactobacillus iners is one of the most prevalent members of the vaginal microbiome, but whether it promotes health or leads to bacterial vaginosis is not well understood. We have developed media formulations that lead to improved L. iners growth and support growth of other vaginal bacteria and human vaginal cells. This will allow for investigation of how L. iners interacts with vaginal bacteria and the host, improving our understanding of its role in the vaginal microbiome.

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)0.001
metaresearch head score (Gemma)0.001
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: Methods · Consensus signal: none
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.002

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 head0.014
GPT teacher head0.259
Teacher spread0.245 · 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
GenreMethods

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
Published2025
Admission routes1
Has abstractyes

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