Transgenic Babesia bovis lacking 6-Cys sexual-stage genes as the foundation for non-transmissible live vaccines against bovine babesiosis
Bibliographic record
Abstract
Babesia bovis, a tick-borne apicomplexan parasite responsible for bovine babesiosis has a complex life cycle including sexual development in its Rhipicephalus microplus vector. Understanding the molecular mechanisms involved in sexual development is essential for developing future-generation transmission blocking vaccines (TBVs) and/or non-transmissible attenuated live vaccines. The widely conserved members of the 6-Cys gene family likely play roles in the development of sexual stages of B. bovis, and are candidates for developing novel TBV. The recently defined sexual markers 6-CysA and 6-CysB of B. bovis are strain-conserved and exclusively surface-expressed in tick-stage parasites. However, the high level of sequence identity among the 6-Cys A and 6-Cys B proteins (52% identity), together with similar 6-Cys domain distribution and sub-cellular localization, are suggestive of redundant function. We hypothesized that disruption of both 6-CysA and 6-CysB in B. bovis would result in unaltered ability of the parasite to invade and grow in red blood cells (RBCs), with concomitant loss of the transmission phenotype. Taking advantage of their contiguous genome localization, we generated a double gene-knockout system to disrupt a 3287 bp region encompassing both 6-CysA and 6-CysB genes using a single transfection plasmid. The resulting red-fluorescent ΔAΔB 6-Cys B. bovis transgenic parasite line was able to grow continuously in bovine RBCs in vitro at a similar rate to wild-type parasites, demonstrating that the 6-CysA and 6-CysB genes are not required for the development of blood-stage parasites. This novel gene manipulation approach will allow future experiments aimed at determining the tick-transmission phenotype of parasites lacking tick-stage genes. Parasites deficient in genes required for sexual reproduction could be the foundation for genetically-defined, non-transmissible live vaccines against bovine babesiosis. Developing a non-tick transmissible live vaccine based on attenuated parasites unable to express critical 6-Cys genes and including a molecular vaccine marker could help reduce the burden of bovine babesiosis globally.
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 | 0.001 |
| 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".