Emergence and the spread of the F200Y benzimidazole resistance mutation in <i>Haemonchus contortus</i> and <i>Haemonchus placei</i> from buffalo and cattle
Bibliographic record
Abstract
Abstract Benzimidazoles have been intensively used in the livestock sector, particularly in small ruminants for over 40 years. This has been led to the widespread emergence of resistance in a number of small ruminant parasite species, in particular Haemonchus contortus . In many counties benzimidazole resistance in the small ruminants H. contortus has become severely compromising its control; but there is a little information on benzimidazole resistance in H. contortus infecting buffalo and cattle. Resistance to benzimidazoles have also been reported in the large ruminant parasite, Haemonchus placei , but again there is relatively little information on its prevalence. Hence it is extremely important to understand how resistance-conferring mutations emerge and spread in both parasites in the buffalo and cattle host in order to develop the approaches for the recognition of the problem at an early stage of its development. The present study suggests that the F200Y (T A C) mutation is common in H. contortus , being detected in 5/7 populations at frequencies between 7 to 57%. Furthermore, 6/10 H. placei populations contained the F200Y (T A C) mutation, albeit at low frequencies of between 0.4 to 5%. The phylogenetic analysis suggests that the F200Y (T A C) mutation in H. contortus has emerged on multiple occasions in the region, with at least three independent emergence of resistance alleles across the populations. In contrast, the F200Y (T A C) resistance-conferring mutation in H. placei is only seen on a single haplotype. A high level of haplotype frequency of the susceptible alleles in the region, suggests that the unique resistance conferring-mutation has spread from a single emergence; likely by anthropogenic animal movement. Overall, these results provide the first clear genetic evidence for the spread of benzimidazoles resistance-conferring mutations to multiple different locations from a single emergence in H. placei ; while supporting previous small ruminant-based observations of multiple emergence of resistance mutations in H. contortus .
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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".