Bibliographic record
Abstract
Porcine circovirus 2 (PCV2) is a virus with a single-stranded, DNA circular genome that is ubiquitous in pig populations worldwide. PCV2 is the causative agent of the post-weaning multisystemic wasting syndrome (PMWS), a multifactorial disease that affects six to twelve-week-old pigs, and which is characterized by weight loss and immunosuppression. PCV2 vaccination has diminished the presentation of PMWS in the field, although PCV2 infection is not prevented. PCV2 infects lymphocytes and it depends on the host enzymes to replicate. Enhanced PCV2 infection rates are associated with increased mitotic activity, although the effect of PCV2 replication on lymphoid cell function is unknown. The main goal of this thesis was to understand the interactions of PCV2 with the swine immune system, by determining the effect of PCV2 on the antibody response in pigs under field conditions, and studying the impact of the primary PCV2 infection on lymphocyte activation, proliferation, and viability. As shown in Chapter 2, a PCV2 persistent infection was detected in farmed pigs of all age groups. Furthermore, a great variability in their neutralizing antibody titers was observed, regardless of their vaccination status. Chapter 3 provides details about the establishment of an in vitro cell model to study the effect of primary PCV2 infection on the immune cells, by using snatched-farrowed, porcine colostrum deprived (SF-pCD) PCV2-free pigs as blood donors of PCV2-naïve peripheral blood mononuclear cells (PBMCs). These cells were exposed to the polyclonal mitogens ionomycin/PMA and PCV2 infection. As shown in chapters 4 & 5, enhanced PCV2 infection rates in ionomycin/PMA-stimulated PBMCs, decreased proliferation in PCV2 infected cells, and high bystander cell death rates in PCV2-exposed PBMCs were observed. This thesis contributes to the current knowledge on PCV2 immunology by bringing insight into factors that contribute to viral pathogenesis and immune modulation and emphasizes the need of developing new vaccines that prevent PCV2 infection.
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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".