MétaCan
Menu
Back to cohort
Record W7014509934

Physiological adaptations contributing to stress survival in the foodborne pathogen Campylobacter jejuni

2015· dissertation· en· W7014509934 on OpenAlexfundaboutno aff

Bibliographic record

VenueKnowledge Commons (Lakehead University) · 2015
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicSalmonella and Campylobacter epidemiology
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaLakehead University
KeywordsCampylobacter jejuniBiofilmPathogenHuman pathogenBacteriaVirulence
DOInot available

Abstract

fetched live from OpenAlex

n spite of being considered fragile and fastidious, the zoonotic pathogen Campylobacter jejuni remains the leading cause of foodborne bacterial gastroenteritis in the developed world. Lacking many of the stress responses common to other enteric pathogens, C. jejuni employs the survival strategies, biofilm formation and entry into the viable but non-culturable (VBNC) state, which have not been well characterized. Recent studies have indicated that these strategies are likely related at the molecular level.
\nThe purpose of this thesis was threefold: 1) to characterize entry into the VBNC state for planktonic and biofilm cells of C. jejuni with starvation at 4?C; 2) to evaluate a novel PMAqPCR method to quantify viable cells (both culturable and viable but non-culturable) in planktonic and biofilm cells of C. jejuni during starvation at 4?C; and 3) to investigate changes in gene expression of selected genes involved in biofilm formation and entry into the VBNC state. The three strains C. jejuni NCTC 11168 V1, C. jejuni NCTC V26 and C. jejuni 16-2R were included in all studies to compare variation based on strains.
\nCells were considered VBNC when there was no growth with enrichment, but cells scored as viable based on membrane integrity. Biofilm cells which became VBNC in some cases after 10 days of stress were found to enter the VBNC state earlier than planktonic cells by 10 to
\n50 days. Additionally, no significant reductions occurred in viable cell counts over the course of the experiments, confirming that the loss of culturability was not due to cell death (p<0.05).
\nTo date, no methods have been used to quantify viable but non-culturable biofilm cells of C. jejuni. The novel method PMAqPCR which has been successful for the enumeration of planktonic C. jejuni as well as for biofilm cells of other species was validated for quantifying C. jejuni biofilm cells in late log phase (20 h) and once cells had entered the VBNC state.
\nThe genes that affect both entry into a VBNC state and the ability to form biofilm in C. jejuni were upregulated during biofilm formation. Gene expression prior to stress treatment was 5 to 37 fold higher in biofilm cells than in their planktonic counterparts for all three strains (p<0.001). For the planktonic samples, only one of the 3 strains showed significant changes in gene expression during the transition to the VBNC state. In this case, all 4 target genes were significantly upregulated 4-6 fold just prior to cells becoming VBNC (p<0.05).
\nAt present food and drinking water safety in Canada continues to be assessed primarily using culture-based methodology. As validated in this thesis, the ability to quantify both culturable and viable but non-culturable C. jejuni cells in both planktonic and biofilm forms will allow for improved evaluation of quality control methods in both research and industries where these pathogens are a concern. Also, the understanding of the interaction between biofilm formation and entry into the VBNC state at the molecular level described herein provides information which can be used to develop appropriate interventions and reduce the incidence of campylobacteriosis.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.546
Threshold uncertainty score0.776

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.067
GPT teacher head0.276
Teacher spread0.208 · 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 designObservational
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
Published2015
Admission routes2
Has abstractyes

Explore more

Same venueKnowledge Commons (Lakehead University)Same topicSalmonella and Campylobacter epidemiologyFrench-language works237,207