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Record W4401715487 · doi:10.1128/spectrum.00946-24

Impact of carbon dioxide concentrations on laboratory sensitivity of <i>Mycoplasma</i> species isolated from dairy cows

2024· article· en· W4401715487 on OpenAlexafffund
Marit M. Biesheuvel, Kristen N. Kalbfleisch, Jeroen De Buck, Erik van Engelen, G. van Schaik, P. Moroni, G. Gioia, Diego B. Nóbrega, Gennerick J. Samera, Paul J. Adams, Jermaine R. Walcott, Herman W. Barkema

Bibliographic record

VenueMicrobiology Spectrum · 2024
Typearticle
Languageen
FieldImmunology and Microbiology
TopicMicrobial infections and disease research
Canadian institutionsKwantlen Polytechnic UniversityUniversity of Calgary
FundersNatural Sciences and Engineering Research Council of CanadaDairy Farmers of ManitobaDairy Farmers of Canada
KeywordsCarbon dioxideEnvironmental chemistryEnvironmental scienceSensitivity (control systems)Carbon dioxide in Earth's atmosphereBiologyEcologyChemistryEngineering

Abstract

fetched live from OpenAlex

ABSTRACT Conventional Mycoplasma spp. diagnostics involve culture, often considered the gold standard in diagnostic test evaluation. However, culture protocols lack empirical derivation and primarily adhere to National Mastitis Council recommendations, tracing back to initial cultivation of Mycoplasma bovis . Despite a wide range of carbon dioxide (CO 2 ) supplementation reported in literature, specific impacts of CO 2 on Mycoplasma spp. growth remain unexplored. Our objective was to assess the effect of CO 2 concentration on growth detection rates of 24 Mycoplasma spp. isolates from dairy cows. These isolates, mainly M. bovis , were incubated at 37°C in triplicate and three dilution ranges under three CO 2 conditions: ambient air or 5% CO 2 or 10% CO 2 . Bacterial growth was evaluated on incubation days 3, 5, 7, and 10. When cultured using ambient air, log 10 cfu/mL was lower on days 3, 5, and 7 of incubation compared with isolates incubated in the recommended 5% or 10% CO 2 , with less variation observed in ambient air compared with 5% or 10% CO 2 . However, by 10 days of incubation, no differences in the detection of observable growth were noted among isolates incubated in ambient air, 5% CO 2 , or 10% CO 2 . Consequently, Mycoplasma spp. isolated from dairy cattle demonstrated growth after the recommended 7–10 days of culture, even in the absence of supplemental CO 2 . Given the expected concentration of M. bovis in (sub)clinical samples had similar concentrations to those used in our study, with the majority of isolates being M. bovis , we recommend expanding CO 2 concentration ranges in M. bovis culture from 10% CO 2 to ambient air when incubating for 10 days. However, the turnaround time could be shortened when incubating with supplemental CO 2 . IMPORTANCE Current Mycoplasma spp. culture protocols lack empirical derivation concerning carbon dioxide (CO 2 ) supplementation and are primarily based on the initial cultivation of Mycoplasma bovis . This study indicates that the suitable range for CO 2 supplementation is broader than what is currently recommended by the National Mastitis Council for culturing within the specified 7–10 days. No differences in bacterial growth detection rates were observed among ambient air, 5% CO 2 , or 10% CO 2 supplementation during the 7- and 10-day incubation intervals. These new insights provide evidence supporting the possibility of culturing Mycoplasma spp. under ambient air conditions in a laboratory setting.

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 categoriesInsufficient payload (model declined to judge)
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 score0.011
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.257
Teacher spread0.247 · 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.

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
Published2024
Admission routes2
Has abstractyes

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