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Record W2944450856

Confirmation of bacterial ring rot detection using realtime PCR with an internal reaction control

2007· article· en· W2944450856 on OpenAlexaboutno aff
D. Smith, S. H. De Boer, Jane Gourley

Bibliographic record

VenueJukuri (Natural Resources Institute Finland (Luke)) · 2007
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBacterial Identification and Susceptibility Testing
Canadian institutionsnot available
FundersEesti Teadusfondi
KeywordsChemistryComputer science
DOInot available

Abstract

fetched live from OpenAlex

The ring rot disease of potato, caused by the Gram-positive bacterium, Clavibacter michiganensis subsp. sepedonicus (Cms), is under good regulatory control in Canada. With a zero tolerance for the disease in seed potato production, and a certification requirement for annual laboratory indexing of selected seed lots for the possible presence of asymptomatic latent infections, occurrences of bacterial ring rot are infrequent and limited in scope. The laboratory indexing requirement is considered to be a particularly important component of the seed certification program for ring rot control, because the disease, when first present, is, under Canadian production conditions, often not detected by field inspection of growing crops or by bin inspection of harvested tubers, and will be of increasing importance should changing climatic conditions impact negatively on symptom expression. In Canada, the primary test for laboratory indexing is the enzyme-linked immunosorbent assay (ELISA) with a monoclonal antibody targeting the Cms extracellular polysaccharide, followed by a somatic antigen-directed monoclonal antibody-based immunofluorescence (IMF) confirmatory test for ELISA positive samples. A real-time (kinetic) PCR test (kPCR) using TaqMan chemistry, adapted from a published method and supplemented with an internal reaction control (RC) was implemented to evaluate the efficiency of the serological methods. The RC was constructed from a corn invertase gene fragment flanked by sequences complementary to the Cms primers, and was designed to generate an amplicon that differed from the Cms-specific amplicon but by its amplification would confirm the absence of PCR inhibitory substances in template DNA. The RC construct was cloned into plasmid vector pCRII-TOPO (to create plasmid, pCmsC4) and propagated in Escherichia coli strain DHá-T1. The RC amplicon did not hybridize to the Cms-specific TaqMan probe, but could be detected in kPCR runs with the inclusion of SYBR Green in the reaction mix. The Cmsspecific and the RC amplicons were readily distinguished by their respective postamplification melting temperatures in the presence of SYBR Green. The addition of 100 copies of pCmsC4 to the reaction mix did not adversely affect sensitivity of Cms detection by kPCR. The presence of Cms in all ELISA/IMF-positive samples was confirmed by kPCR. However, in a 320-sample data set, 50% of ELISA-positive samples with cell counts below the IMF threshold were positive by kPCR, verifying the applicability of kPCR as a valuable additional confirmatory test. In the same data set, 16% of samples that had both ELISA and IMF readings below the positive thresholds were positive by kPCR. While it was difficult to discount entirely the possibility of false positive kPCR tests resulting from crosscontamination during collection and processing of samples or PCR setup, the data confirms the greater sensitivity of kPCR for detecting asymptomatic (latent) infections of bacterial ring rot.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.264
Threshold uncertainty score0.629

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.014
GPT teacher head0.263
Teacher spread0.249 · 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 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
Published2007
Admission routes1
Has abstractyes

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