A regression model including fetal orbit measurements to predict parturition in Standardbred mares with normal pregnancy.
Abstract: In the mare, foaling is a critical unpredictable event due to a wide range of gestational length and the absence of clear signs of impending parturition. To predict foaling, pH, inversion sodium potassium and increase of calcium concentration in mammary secretions are used. The aim of this study was to find how many days are left until parturition knowing mare's age (A) and parity (P) combined with ultrasonographic measurements of the fetal orbit in Standardbred mares with normal pregnancy. Eighty healthy Standardbred mares with normal pregnancy were hospitalized for attended delivery. Information about mare's age, parity and breeding date were recorded at admission. Transrectal ultrasonography were routinely performed at admission and every 10 days until parturition using a B-mode real time portable unit equipped with a 5-7.5 MHz linear transducer. The images of the fetal orbit were acquired when cornea, anterior and posterior chamber, vitreous body, lens and optic nerve were visible. Longitudinal diameter (LD) was considered as the distance between the two ocular poles, within the vitreous body; transverse diameter (TD), perpendicular to LD and bisecting the lens, was measured as the distance between cornea and retina. At delivery, length of pregnancy and gestational age at each exam were registered. For each ultrasound examination, days before parturition (DBP) were calculated. Seventy-eight Standardbred mares with normal pregnancies were included in the study. Mares' mean age was 9 ± 5 years old (range 4-20 years) and mean gestation length was 341 ± 7 days (range 327-366 days). Thirty-three mares were primiparous and 45 mares were multiparous. Data were analyzed using a regression tree: P, A, LD and TD were used as covariates. DBP was used as the variable of interest. Nine terminal nodes were identified based on the selected covariates. The first split is produced by the TD: fetuses with TD greater or equal than 2.97 cm are further split according to LD, with a threshold of 3.28 cm. The next split is dictated by A; after a further split on LD, the first terminal node is built, containing 34 fetuses with average DBP equal to 10 days. If the A is ≥ 9.5 years a further split is on P: when mares are multiparous, the TD built two different nodes. Since prediction of mare's foaling date is an important factor in stud farm management, the regression model developed may help the veterinarian to estimate the DBP in Standardbred mares with normal pregnancy.
Copyright © 2018. Published by Elsevier Inc.
Publication Date: 2018-12-10 PubMed ID: 30553975DOI: 10.1016/j.theriogenology.2018.12.020Google Scholar: Lookup
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Summary
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The research aims to predict the foaling date in Standardbred horse breeds through assessing the mare’s age, parity, and using ultrasonography to measure the fetal orbit. The model developed may help estimate the days remaining for parturition.
Research Methodology
- The study involved a sample size of 80 healthy Standardbred mares with normal pregnancies, selected for attended delivery.
- Parameters such as the mares age, parity, and breeding date were verified at admission.
- Transrectal ultrasonography with a 5-7.5 MHz linear transducer was routinely performed upon admission and following that every 10 days until parturition. The precise measurements of the fetal orbit, including Longitudinal diameter (LD) and transverse diameter (TD) were assessed from these images.
- Data regarding the length of pregnancy and gestational age at each exam was recorded at delivery.
- For each ultrasound examination, days before parturition (DBP) were also calculated.
Data Analysis
- A total of 78 mares were included in the final analysis, with an average age of 9 years (range 4-20 years), and an average gestation length of 341 days (range 327-366 days).
- Among the participants, 33 were first-time mothers (primiparous), and 45 had given birth before (multiparous).
- The data was analyzed using a regression tree, with P, A, LD, and TD used as covariates, and DBP used as the variable of interest.
- Nine terminal nodes were identified based on these covariates. The first split was produced by the TD, and fetuses with TD >= 2.97 cm were further split according to LD, with a further split at A and LD leading to the formation of the first terminal node.
- If age is >= 9.5 years a further split is on parity. With multiparous mares, the TD helped build two different nodes.
Implications of the Study
- The research work provides a significant leap in equine breeding management by developing a regression model to predict the days until parturition in Standardbred mares with normal pregnancies. The model depends on multiple parameters, notably the mare’s age, parity, and fetal orbit measurements.
- Anticipating the mare’s foaling date can support better stud farm management by allowing horse breeders and veterinary practitioners to effectively monitor the mare’s pregnancy and prepare for a planned delivery.
Cite This Article
APA
Lanci A, Castagnetti C, Ranciati S, Sergio C, Mariella J.
(2018).
A regression model including fetal orbit measurements to predict parturition in Standardbred mares with normal pregnancy.
Theriogenology, 126, 153-158.
https://doi.org/10.1016/j.theriogenology.2018.12.020 Publication
Researcher Affiliations
- Department of Veterinary Medical Sciences, University of Bologna, Via Tolara di Sopra 50, 40064, Ozzano Emilia, Bologna, Italy. Electronic address: aliai.lanci2@unibo.it.
- Department of Veterinary Medical Sciences, University of Bologna, Via Tolara di Sopra 50, 40064, Ozzano Emilia, Bologna, Italy. Electronic address: carolina.castagnetti@unibo.it.
- Department of Statistical Sciences, University of Bologna, Viale Quirico Filopanti 5, 40127, Bologna, Italy. Electronic address: saverio.ranciati2@unibo.it.
- Via San Leo 2A, 40054, Vedrana di Budrio, Bologna, Italy. Electronic address: chiara.sergio@studio.unibo.it.
- Department of Veterinary Medical Sciences, University of Bologna, Via Tolara di Sopra 50, 40064, Ozzano Emilia, Bologna, Italy. Electronic address: jole.mariella2@unibo.it.
MeSH Terms
- Animals
- Female
- Gestational Age
- Horses / growth & development
- Models, Biological
- Orbit / diagnostic imaging
- Orbit / embryology
- Orbit / growth & development
- Parturition
- Pregnancy
- Pregnancy, Animal / physiology
- Regression Analysis
- Time Factors
- Ultrasonography, Prenatal / veterinary
Citations
This article has been cited 3 times.- Poradowski D, Chrószcz A. Equine Stomach Development in the Fetal Period: An Anatomical, Topographical, and Morphometric Study. Animals (Basel) 2022 Oct 28;12(21).
- Ali A, Derar DR, Alaeyeari AA, Alharbi YM. Fetometry in Arabian horses. Front Vet Sci 2025;12:1689769.
- Lindinger H, Wehrend A. Investigating the suitability of a transponder-based birth monitoring system attached to the vulva of a mare. Vet World 2023 Dec;16(12):2451-2456.
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