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Record W1780937155

Attachment of Listeria monocytogenes to plant surfaces and host cells and its survival in host and non-host environments

2008· dissertation· en· W1780937155 on OpenAlexaboutno aff
Sara R. Milillo

Bibliographic record

VenueeCommons (Cornell University) · 2008
Typedissertation
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicListeria monocytogenes in Food Safety
Canadian institutionsnot available
Fundersnot available
KeywordsHost (biology)Listeria monocytogenesBiologyHost responseListeriaHost factorsBacteriaEcologyGeneticsImmune system
DOInot available

Abstract

fetched live from OpenAlex

Listeria monocytogenes was originally recognized as a pathogen of rabbits and guinea pigs following an outbreak of disease in animal care facilities in England in 1926. E.G.D. Murray subsequently performed the initial characterization of this gram-positive bacterium. The first widely recognized outbreak of human listeriosis (i.e. the illness arising from L. monocytogenes infection) due to consumption of contaminated food occurred in Canada and was reported by Schlech and colleagues in 1983. After this outbreak, research of L. monocytogenes transmission through the environment and research of its virulence mechanisms intensified. Scientists quickly identified several key L. monocytogenes virulence factors, one of which is encoded by the gene primarily responsible for host cell invasion (i.e. inlA). However, the factors that contribute to its environmental persistence, including possible reservoirs, as well as a complete understanding of its virulence mechanisms remain undefined. Research has continued in order to better define L. monocytogenes means of attachment to surfaces, which is a critical step in facilitating persistence and virulence. In addition, there is evidence that genetically, phenotypically, and epidemiologically distinct subsets of L. monocytogenes strains (i.e. lineages) exist and have different capabilities for surviving in natural and food processing environments and for causing disease. Several genes with structures similar to inlA, designated internalin-like genes, are known to vary in presence among the lineages and these genes have been proposed to contribute to L. monocytogenes attachment abilities. On a larger scale, several genomic regions containing multiple genes have been identified that also vary in presence among the lineages. The variation in these internalin-like genes and large, unique genomic regions may represent the source(s) of the phenotypic and epidemiological differences observed among the lineages. The research presented here indicates that it is unlikely that the differing propensity to cause disease observed among L. monocytogenes strains results from the presence or absence in the L. monocytogenes genome of unique virulence factors, and rather is a consequence of another source, for example sequence divergence.

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 categoriesMeta-epidemiology (narrow)
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 score0.353
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.046
GPT teacher head0.250
Teacher spread0.204 · 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
Published2008
Admission routes1
Has abstractyes

Explore more

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