First report of Trichinella chanchalensis, and detection of foreign Trichinella spiralis, in wildlife in Alaska
Bibliographic record
Abstract
BACKGROUND: Members of the genus Trichinella are muscle-dwelling zoonotic parasites of global importance for public health, animal husbandry, and trade. Trichinella chanchalensis (T13) is the newest species in the genus, first described in the Yukon and the Northwest Territories, for which the geographical distribution remains unknown due to limitations of the gold standard test for genotyping (multiplex polymerase chain reaction [PCR]). Our primary objective was to determine whether T. chanchalensis was present in Alaska, using a new molecular method that enables the description of the prevalence, co-infection, host associations, and risk factors for Trichinella spp. infection in wild carnivores. METHODS: Trichinella spp. larvae were recovered through artificial digestion of muscle and genotyped using next-generation sequencing (NGS). RESULTS: Trichinella spp. larvae were detected in 53/157 (34%) animals, namely wolverines (Gulo gulo), arctic foxes (Vulpes lagopus), red foxes (Vulpes vulpes), coyotes (Canis latrans), wolves (Canis lupus), brown bears (Ursus arctos), and polar bears (Ursus maritimus), but not in black bears (Ursus americanus) or lynx (Lynx canadensis). Prevalence was highest in polar bears and wolverines, while intensity (larvae per gram, LPG) was highest in red foxes, arctic foxes, and wolves. Most animals (65%) harbored single infections with Trichinella nativa, followed by mixed infections of T. nativa and Trichinella T6 (33%). A single wolverine was infected with T. nativa, T6, and T. chanchalensis. Combining NGS with statistical methods, we found no evidence of competition between T. nativa and T6 in host muscles. Trichinella spp. infection (primarily T. nativa) was the highest in the Northwestern region, whereas T6 infection probability was higher in the Interior and Southern regions, suggesting differences in environmental resistance even among these three taxa. In a single, highly infected brown bear, we detected a rare case of Trichinella spiralis of foreign origin based on whole-genome sequencing, suggesting illegal importation and disposal of meat. CONCLUSIONS: We report a new geographical record for T. chanchalensis and a rare finding of T. spiralis in North American wildlife, and demonstrate the utility of new NGS methods for describing the ecology of parasites maintained in wildlife hosts commonly presenting as co-infections.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".