ArticleScientific reports2022
Identification of cow-level risk factors and associations of selected blood macro-minerals at parturition with dystocia and stillbirth in Holstein dairy cows.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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11 citing papers in PubMed, 31 citations in OpenAlex.
- Effect of chronic heat stress on the expression of inflammatory and oxidative stress-related genes in liver and muscle tissues of lambs.Tropical animal health and production · 2026Article
- Intrapartum Risk Factors for Calf Morbidity and Mortality in Dairy Cattle: A Systematic Review (2000-2025).Veterinary sciences · 2026Review
- Prenatal Factors Influencing Calf Morbidity and Mortality in Dairy Cattle: A Systematic Review of the Literature (2000-2024).Animals : an open access journal from MDPI · 2025Review
- Subclinical hypocalcemia in dairy cows: reproductive and economic impacts on Eastern European farms.Frontiers in veterinary science · 2025Article
- Determining the Association of the Dry Period Duration with Dystocia and Stillbirths in Dairy Cows by Considering Parity, Season, and Gestation Length.Animals : an open access journal from MDPI · 2024Article
- Climatic and calf-related risk factors associated with failure of transfer of passive immunity in Holstein calves in a hot environment.Tropical animal health and production · 2024Article
- Effectiveness of training parturition and dystocia management on days open of dairy cows in traditional farming systems: a field trial.Veterinary research forum : an international quarterly journal · 2024Article
- Trace element concentrations in blood samples from dairy cows with uterine torsion and their neonatal calves.Veterinary world · 2023Article
- Impacts of dairy cow nutrition precalving on calf health.JDS communications · 2023Review
- Impact of age at first calving on performance traits in Irish beef herds.Journal of animal science · 2023Article
- Stayability in Simmental cattle as affected by muscularity and body condition score between calvings.Frontiers in veterinary science · 2023Article
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Authors and funding
6 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A deeper understanding of the risk factors for dystocia and stillbirth could help farmers make decisions about dairy cow management. The objectives of this study were to investigate cow-level risk factors associated with dystocia and stillbirth in a relatively large sample of dairy cows using multivariable linear regression models. The data consisted of 51,405 calving records of 14,546 Holstein cows from 3 dairy herds in Isfahan Province, Iran, collected between April 2011 and September 2017. To investigate the association between selected blood macro-minerals and the incidence of dystocia and stillbirth, blood samples were collected at the time of parturition from a random subset of these cows, which included 1311 animals. The incidence of dystocia and stillbirths averaged 14.7% and 4.3%, respectively. Results showed that calving year, calving season, dry period length, BCS, parity, calf sex, calf birth weight, twin status, and stillbirth were significantly associated with the incidence of dystocia. According to the Random Forest (RF) classifier, we found that dry period length, calf birth weight, and parity were the most important cow-level risk factors for the incidence of dystocia. Calving year, calving season, parity, twin status, dry period length, calf birth weight, calf sex, and dystocia were significantly associated with the incidence of stillbirths. The most important risk factors identified by the RF classifier for stillbirths were twin status, parity, dry period length, and calf birth weight. Also, interactions between the cow-level risk factors associated with dystocia and stillbirth were identified. The incidence of dystocia was associated with the interactions of twin status × calf birth weight and twin status × stillbirth. According to our analysis, the incidence of stillbirth is caused by interactions among several factors, such as twin status × length of dry period, twin status × calving season, and twin status × parity. The highest incidence of dystocia (21.3%) and stillbirths (5.4%) was observed in hypo-calcemic cows. In conclusion, twin status seems to be a determining factor for the incidence of stillbirths but not for dystocia. Finally, the results of this study may help the dairy industry make management decisions aimed at reducing dystocia and stillbirth rates.
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