Detection of <i>Ilyonectria pseudodestructans</i> from Potato by RNase H-Dependent PCR (rhPCR) and rh-Quantitative PCR (rhqPCR)
Bibliographic record
Abstract
Ilyonectria pseudodestructans, a plant pathogen that is known to cause root rot on fruit trees such as grapevine and apple, has recently been reported to also cause tuber decay in potato. The increasing risk of this pathogen on various horticultural crops makes it essential to develop a rapid and accurate detection method. In this study, an RNase H-dependent PCR (rhPCR) protocol and a modified probe-based rh-quantitative PCR (rhqPCR) protocol for I. pseudodestructans detection were developed. Both the forward and reverse primers for rhPCR and rhqPCR carry an RNA nucleotide at the site where a single-nucleotide polymorphism between I. pseudodestructans and strains of other Ilyonectria spp. is located, and the rhqPCR also contains a fluorescent-labeled target-specific probe. The primers were designed based on the sequence of the histone H3 gene and could amplify a DNA fragment of 73 bp. In the specificity test, by alignment via the BLASTn tool, the RNA nucleotide bases on both the forward and the reverse primers were identical to the corresponding genomic site of 16 of 17 (94.1%) database-available I. pseudodestructans strains, and different from 43 of 44 (97.7%) database-available strains of other Ilyonectria spp. When the rhPCR and rhqPCR protocols were applied on 11 I. pseudodestructans strains and 46 other strains of different species of plant pathogens, all of the I. pseudodestructans strains generated positive reactions whereas all of the other strains were negative, which indicated an excellent specificity of the primers. In the sensitivity test, the lowest DNA template amount for a positive reaction using the rhPCR and rhqPCR methods was 2 pg for I. pseudodestructans genomic DNA. When testing the rhqPCR method on gBlock, the lowest number of molecules for a positive reaction was six. These results indicated a high sensitivity of the protocol for I. pseudodestructans detection. To our knowledge, this is the first report of a probe-based rhqPCR to be applied to plant disease diagnosis; in addition, this is also the first rapid molecular protocol to detect I. pseudodestructans. The new rhPCR and rhqPCR methods have a potential to be applied by plant disease diagnostic labs for their routine work.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".