ArticleAnimals : an open access journal from MDPI2021
Genomic Prediction for Twin Pregnancies.
Article in Animals : an open access journal from MDPI, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 17 citations in OpenAlex.
- Data Mining Strategies for Understanding Birth Patterns in Dairy Cattle: Single and Multiple Birth Analysis.Veterinary medicine and science · 2026Article
- Unravelling Twin Births in German Holstein Cows: Phenotypic Associations, Genetic Analysis and Potential Underlying Genes and Hormones.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026Article
- Factors Affecting the Incidence of Double Ovulations in Lactating Dairy Cows: Estrous Cycle Length.Animals : an open access journal from MDPI · 2025Article
- Twinning in Italian Holstein Cows: A Retrospective Study on Risk Factors and Its Associations with Milk Production, Fertility, and Survival.Veterinary sciences · 2025Article
- Effect of Genetic and Environmental Factors on Twin Pregnancy in Primiparous Dairy Cows.Animals : an open access journal from MDPI · 2023Article
- Associated regions for multiple birth in Brown Swiss and Original Braunvieh cattle on chromosomes 15 and 11.Animal genetics · 2022Article
- Genomic Prediction for Abortion in Lactating Holstein Dairy Cows.Animals : an open access journal from MDPI · 2022Article
- A major QTL at the LHCGR/FSHR locus for multiple birth in Holstein cattle.Genetics, selection, evolution : GSE · 2021Article
- Therapeutics of Twin Pregnancies in Dairy Cattle.Animals : an open access journal from MDPI · 2021Article
Corrections and comments
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Twinning is a multifactorial trait influenced by both genetic and environmental factors that can negatively impact animal welfare and economic sustainability on commercial dairy operations. To date, using genetic selection as a tool for reducing twinning rates on commercial dairies has been proposed, but not yet implemented. In response to this market need, Zoetis (Kalamazoo, MI, USA) has developed a genomic prediction for twin pregnancies, and included it in a comprehensive multitrait selection index. The objectives of this study were to (1) describe a genetic evaluation for twinning in Holstein cattle, (2) demonstrate the efficacy of the predictions, (3) propose strategies to reduce twin pregnancies using this information. Data were retrieved from commercial dairies and provided directly by producers upon obtaining their permission. The twin pregnancies trait (TWIN) was defined as a pregnancy resulting in birth or abortion of twin calves, classified as a binary (0,1) event, and analysed using a threshold animal model. Predictions for a subset of cows were compared to their on-farm twin records. The heritability for twin pregnancies was 0.088, and genomic predicted transmitting abilities ((g)PTAs) ranged from -7.45-20.79. Genetic correlations between TWIN and other traits were low, meaning that improvement for TWIN will not negatively impact improvement for other traits. TWIN was effectively demonstrated to identify cows most and least likely to experience a twin pregnancy in a given lactation, regardless of reproductive protocol used. Effective inclusion of the prediction in a multitrait selection index offers producers a comprehensive tool to inform selection and management decisions. When combined with sound management practices, this presents a compelling opportunity for dairy producers to proactively reduce the incidence of twin pregnancies on commercial dairy operations.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.