The Association of Macavirus and Ovine Gammaherpesvirus 2 with Pneumonia in Beef Cattle from Mato Grosso, Brazil
Bibliographic record
Abstract
This study investigated the possible occurrence of pulmonary disease in beef cattle from 13 municipalities within the State of Mato Grosso (MT), Brazil. The state of MT is a leading player in beef cattle production in Brazil, but with comparatively few data relative to the occurrence of pulmonary disease or ovine gammaherpesvirus 2 (OvGHV2)-related infections in cattle. Pulmonary samples from 44 beef cattle, with ages ranging between 18 and 28 months, were collected during slaughter and processed to determine the patterns of pulmonary lesions. Additionally, duplicate fragments were used in immunohistochemical (IHC) assays designed to detect malignant catarrhal fever (MCFV) antigens and in molecular assays to amplify 10 agents associated with the development of bovine respiratory disease (BRD). Interstitial pneumonia (IP) was diagnosed in most of the lungs (98%; 43/44) evaluated from all municipalities. MCFV antigens were detected in 37% (16/43) of the animals with IP. Only four pathogens were amplified by molecular assays within the lungs of cattle with IP: OvGHV2 (23%; 10/43), bovine viral diarrhea virus (12%; 5/43), bovine coronavirus (7%; 3/43), and Mannheimia haemolytica (2%; 1/43). The nucleic acids of bovine respiratory syncytial virus, bovine alphaherpesvirus 1, bovine parainfluenza virus 3, Pasteurella multocida, Histophilus somni, and Mycoplasmopsis (Mycoplasma) bovis were not amplified. Singular infections in cattle from municipalities were associated with MCFV (n = 3) and OvGHV2 (n = 2), while OvGHV2 occurred in all dual and triple infections. However, in four animals with IP, none of the disease pathogens identified were detected. Statistically, MCFV antigens were more frequently (p = 0.048) detected in the lungs of female (75%; 12/16) cattle with IP relative to males (25%; 4/16). Additionally, there was a positive correlation (p < 0.001) between the IHC detection of MCFV antigens within the bronchial epithelium and the epithelium of peribronchial glands of cattle with IP. This is the first study to statistically demonstrate that female cattle are at greater risk of developing MCFV-related infections as compared to male animals. The detection of OvGHV2 in singular and multiple infections during this investigation supports earlier studies that associate this pathogen with the development of pulmonary disease in cattle, indicating that OvGHV2 can contribute to the etiology of IP. Additionally, the detection of OvGHV2-induced infections in asymptomatic cattle suggests that all animals were subclinically infected, confirming that subclinically OvGHV2-induced infections may be widespread in ruminants from Brazil. Furthermore, the occurrence of atypical interstitial pneumonia cannot be discarded, particularly in animals with IP but without any associated pathogen. These initial findings suggest the need for a more elaborate investigation to understand the dynamics of pulmonary disease within this state.
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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 | 0.000 |
| 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) | 0.000 | 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".