Loop-mediated isothermal amplification identifies nematode Leidynema in the hindgut of non-pest cockroach
Bibliographic record
Abstract
Cockroach microbiome studies generally focus on pest cockroach species belonging to the Blattidae and Ectobiidae families. There are no reports characterizing the gut microbiome of non-pest cockroach species Blaberus discoidalis (family Blaberidae), which is commonly used as a food source for insectivorous animals. We discovered the parasitic nematode Leidynema appendiculata in the B. discoidalis hindgut during initial work characterizing the gut microbiome of this organism. To determine the proportion of the B. discoidalis colony that was colonized by L. appendiculata, 28 S rDNA was amplified using two Methods: endpoint polymerase chain reaction (PCR) and loop-mediated isothermal amplification (LAMP). B. discoidalis colonies were raised on three diet types (control, high fibre, and high fat and salt) for 21 days before dissection. Each individual was sexed during dissection to identify potential sex-based effects of colonization. Data collected were analysed to determine if diet and sex impacted parasite colonization patterns. LAMP detected a higher proportion of parasite positive samples when compared to endpoint PCR. No sex- or diet-based differences in L. appendiculata colonization were found. This study adds to the limited existing knowledge of the B. discoidalis gut microbiome.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.001 | 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 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".