A Method for Extracting Genomic DNA from Individual Elaphostrongyline (Nematoda: Protostrongylidae) Larvae and Differentiation of <i>Elaphostrongylus</i> Spp. from <i>Parelaphostrongylus</i> Spp. by PCR Assay
Bibliographic record
Abstract
This article reports a rapid and effective method for the extraction and purification of genomic DNA (gDNA) from individual first-stage larvae (L1) of elaphostrongyline nematodes that had been stored frozen or fixed in 95% ethanol for 1 to 5 years. The method was highly effective for L1s of all 6 species of elaphostrongylines, based on polymerase chain reaction (PCR) amplification of a partial fragment of the first internal transcribed spacer (ITS-1) of the ribosomal DNA. Differences were detected in the sizes of partial ITS-1 amplicons between the 2 elaphostrongyline genera, Elaphostrongylus and Parelaphostrongylus. The reliability of the ITS-1 PCR assay was tested by using L1s of unknown identity from Newfoundland and Labrador, Canada. The ability to consistently isolate gDNA from individual L1s, together with a simple PCR-based method to distinguish between Parelaphostrongylus and Elaphostrongylus, have important implications for diagnostic testing and for conducting epizootiological studies on these parasites of veterinary importance.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".