Analyze Diet

Topic:Statistical Analysis

Statistical analysis in equine research involves the application of mathematical techniques to collect, review, and interpret data related to horse health, behavior, and performance. This field encompasses a variety of methods, including descriptive statistics, inferential statistics, and multivariate analysis, to identify patterns, test hypotheses, and draw conclusions from equine data. Statistical analysis aids in understanding various aspects of equine science, such as disease prevalence, treatment efficacy, genetic traits, and performance metrics. This page aggregates peer-reviewed research studies and scholarly articles that explore the methodologies, applications, and outcomes of statistical analysis in the context of equine studies.
Morphometric Characterization and Preliminary Heritability Estimates of Body Measurements in the Polish Konik Populations.
Animals : an open access journal from MDPI    April 14, 2026   Volume 16, Issue 8 1190 doi: 10.3390/ani16081190
Pasicka E, Sobek Z, Wierzbicki H, Różańska-Zawieja J, Nienartowicz-Zdrojewska A.The objective of this paper is to demonstrate the morphometric diversity of 172 Polish Koniks from the largest Polish breeding centers and to assess their genetic diversity by estimating the effective population size () and heritabilities () of the studied traits. The animals were bred under a stable housing system. Horses of both sexes aged 3 to 24 years were analyzed. Each horse was characterized with 40 metric traits. Multifactorial analyses (PCA, DA) and the REML method were applied to reveal the exterior differentiation and the development of distinct morphometric types. The findings esta...
Genetic diversity in the Criollo Argentino horse from SNP array data.
Genetica    April 11, 2026   Volume 154, Issue 1 16 doi: 10.1007/s10709-026-00266-7
The Criollo Argentino horse is a national symbol and a heritage breed that represents both cultural identity and a key component of traditional production systems in Argentina. This study aimed to assess the genetic differentiation of the Criollo Argentino relative to other horse breeds and to infer potential factors shaping its diversity through the genomic analysis of 24 representative animals. Samples were genotyped using a medium-density SNP array containing 65,157 markers, and genetic diversity analyses were conducted across autosomal SNP sets filtered under different criteria. Contempora...
Haplotype GWAS in swedish warmblood horses for conformation and jumping traits.
Journal of animal science    April 10, 2026   skag109 doi: 10.1093/jas/skag109
Ablondi M, Eriksson S, Gelinder Viklund Å, Mikko S.The aim of this study was to better understand the genomic architecture behind performance-related traits in sport horses. In this study, we conducted a haplotype-based genome-wide association study (GWAS) for 36 conformation and free jumping phenotypes recorded during routinely conducted young horse evaluation tests involving 380 Swedish Warmblood (SWB) horses. The horses were evaluated by expert judges using both traditional and linear evaluation systems. All samples were genotyped using the 670K Affymetrix® Axiom® Equine Genotyping Array, haplotypes were first phased, and haplotype blocks...
Pedigree Investigation of Polish Sport Horses in Show Jumping: Insights for Global Breeding.
Animals : an open access journal from MDPI    April 10, 2026   Volume 16, Issue 8 1152 doi: 10.3390/ani16081152
Próchniak T.The aim of this study was to characterise the pedigree and genetic structure of Polish Sport Horses competing in Grand Prix show jumping events and to assess the implications for international sport horse breeding. Pedigrees of 513 horses were analysed, encompassing a total of 18,836 individuals over a maximum of 16 generations. The completeness and depth of the pedigrees allowed for a reliable estimation of inbreeding coefficients and genetic diversity. The mean inbreeding coefficient was low (0.645%), yet 82% of the horses exhibited some degree of inbreeding. The greatest loss of genetic var...
Diagnostic Threshold Identification for Equine Laminitis Using Smoothed Receiver Operating Characteristic Analysis. Erdoğan MS.Radiographic measurement parameters play a key role in diagnosing acute and subacute laminitis in horses, with diagnostic thresholds typically derived from empirical receiver operating characteristic (ROC) analysis. However, these methods often produce unstable results, particularly in small or noisy datasets. This study applies nonuniform rational B-spline (NURBS)-based ROC smoothing to radiographic data from laminitic and healthy horses to evaluate its effectiveness in refining diagnostic thresholds. Thresholds are determined using Youden's index based on NURBS-smoothed ROC curves and compar...
The transition from winter to spring has an impact on the airway metabolome profile of asthmatic horses.
PloS one    April 3, 2026   Volume 21, Issue 4 e0346250 doi: 10.1371/journal.pone.0346250
Drespling J, Heelemann S, Strathmeyer S, Kühn H, Schwarz B, Mundhenk L.Equine asthma is a chronic, non-infectious inflammatory disease of the lower airways in horses, classified as mild to moderate (MEA) or severe (SEA). Its pathogenesis is not fully understood and is influenced by environmental and seasonal factors. In this cross-sectional study, seasonal effects on the bronchoalveolar lavage fluid (BALF) metabolome were investigated in asthmatic and non-asthmatic horses. The metabolome of 230 BALF samples from horses across different seasons, classified as cytologically unremarkable (CUA), MEA, or SEA, was analyzed using proton nuclear magnetic resonance spectr...
Multi-Modal Feature Fusion and Hierarchical Classification for Automated Equine-Human Interaction Behavior Recognition.
Sensors (Basel, Switzerland)    April 2, 2026   Volume 26, Issue 7 2202 doi: 10.3390/s26072202
Arora S, Kieson E, Rudd C, Gloor PA.Automated recognition of equine-human interaction behaviors from video represents a significant challenge in computational ethology, with critical applications spanning animal welfare assessment, equine-assisted services evaluation, and safety monitoring in equestrian environments. Existing approaches to animal behavior recognition typically focus on single species in isolation, rely solely on facial expression analysis while ignoring full-body posture, or employ flat classification architectures that fail under the severe class imbalances characteristic of naturalistic behavioral datasets. Fu...
Perspectives of UK horse carers towards the use of artificial intelligence in equine healthcare.
The Veterinary record    April 2, 2026   doi: 10.1002/vetr.70554
Buckley CMP, Hyde RM, Freeman SL.Artificial intelligence (AI) is becoming increasingly prevalent in the modern world, including in veterinary medicine. This cross-sectional study aimed to investigate horse carers' attitudes towards using AI use in equine care. Methods: An online survey was distributed to UK horse owners/carers in 2025, covering participants' demographics and use of AI and their opinions of AI for equine care. Statistical analysis included descriptive statistics, categorisation of free-text responses and logistic regression to determine factors associated with opinions. Results: Ninety-seven resp...
An increased number of heterozygous calls in the AxiomTM Equine Genotyping Array.
G3 (Bethesda, Md.)    March 31, 2026   jkag085 doi: 10.1093/g3journal/jkag085
Gmel AI, Pirani A, McInnis L, Neuditschko M.Single nucleotide polymorphism (SNP) arrays are commonly used in livestock genetics to investigate complex traits including genome-wide associations and fine mapping, genomic prediction and genetic diversity analyses. In a European equine diversity study, we analysed the AxiomTM Equine 670K SNP genotype data from 2,768 equids representing 20 horse breeds and one donkey breed. Using a strict detection setting to identify genome-wide runs of homozygosity (ROH), 169 purebred horses displayed fewer ROH segments than F1 crosses. Under medium and relaxed settings, ROH counts increased, while some ho...
Population Structure and Genetic Diversity Among Lipizzan Mare Families in Hungary Based on Microsatellite Genotyping.
Animals : an open access journal from MDPI    March 31, 2026   Volume 16, Issue 7 1062 doi: 10.3390/ani16071062
Kovács M, Hegedűs B, Mihók S, Knop R, Szabó C, Posta J.The conservation of genetic diversity in historically structured horse breeds requires fi-ne-scale population genetic evaluation beyond conventional pedigree-based approaches. The present study assessed genetic diversity, population structure, and mare family differentiation in a Lipizzan horse population using 16 ISAG/FAO-recommended microsatellite markers. A total of 172 mares representing 29 mare families were genotyped. All loci were polymorphic, with a mean number of alleles per locus of 6.69 and a mean effective number of alleles of 3.56. The average polymorphism information content (PIC...
Impact of donor mare and stallion identity on the likelihood of pregnancy after transfer of in vitro produced embryos.
Equine veterinary journal    March 29, 2026   doi: 10.1002/evj.70160
Papas M, Stout TAE, Vernooij JCM, Leemans B, Arnold L, Beitsma MM, Wijnands LI, de Ruijter-Villani M, Colleoni S, Lazzari G, Galli C, Claes A.The success of in vitro embryo production (IVEP) is influenced by donor mare and stallion. Objective: To determine whether donor mare and stallion influence the pregnancy rate after transfer of in vitro produced (IVP) blastocysts and to identify factors influencing the likelihood of obtaining one or more pregnancies from a single IVEP session. Methods: Retrospective clinical study. Methods: The influence of the following variables on pregnancy outcome was assessed in 2292 transfers of IVP blastocysts: speed of in vitro embryo development, embryo grade after thawing, age of the donor mare, blas...
Relationship between prevalence and severity of exercise-induced pulmonary hemorrhage and environmental factors.
Journal of veterinary internal medicine    March 29, 2026   Volume 40, Issue 2 aalag052 doi: 10.1093/jvimsj/aalag052
Pinnell E, Shoemaker S, Wang Y, Tang Y, Sellon D, Leguillette R, Gold J, Sanz M, Bayly WM.Environmental risk factors could contribute to the development of exercise-induced pulmonary hemorrhage (EIPH) in racing Thoroughbreds. Objective: To identify environmental risk factors that might contribute to differences in EIPH prevalence and severity across 12 Thoroughbred racetracks in the United States. Methods: Eight hundred fifteen 2-year-old and 122 >2-year-old Thoroughbred racehorses. Methods: Prospective blinded observational study. Videoendoscopy was performed 30-60 min post-race. Three observers independently assigned an EIPH grade to each videorecording, and prevalence and se...
Effects of Head-Neck Position and Ground Surface on Gait Kinematics in Ridden Brazilian Criollo Horses.
Animals : an open access journal from MDPI    March 29, 2026   Volume 16, Issue 7 1043 doi: 10.3390/ani16071043
Martins NA, Patterson Rosa L, Frank MI, Dellbrigge CF, Marafon WL, Paz LB, Schmidt CH, De La Côrte FD.The Criollo horse is prized for its endurance, yet its specific biomechanical signatures remain under-researched. This study investigated diagonal dissociation and support patterns in eleven clinically sound Criollo horses to understand the influence of head and neck position (HNP), surface compliance, and morphometry. Using high-speed video (120 fps) and kinematic analysis, we found that diagonal dissociation occurred in 85.24% of hoof contacts, while HNP1 showed a higher frequency of positive (hindlimb-first) dissociation and HNP2 had a higher incidence of negative (forelimb-first) dissociat...
Preoperative risk assessment in horses: agreement and predictive value of CHARIOT (Combined Horse Anaesthetic Risk Identification and Optimisation Tool).
Veterinary anaesthesia and analgesia    March 24, 2026   Volume 53, Issue 4 101228 doi: 10.1016/j.vaa.2026.101228
Beldeanu S, Hopster K, Diez Bernal S, Stefanovski D, Gozalo-Marcilla M.To assess interobserver agreement and predictive value of the Combined Horse Anaesthetic Risk Identification and Optimisation Tool (CHARIOT) compared with the American Society of Anesthesiologists Physical Status (ASA-PS) classification system among five groups of evaluators with different levels of expertise, and to explore the association between risk scores and 7-day postoperative mortality. Methods: Prospective, observational, single-centre pilot study. Methods: A group of 50 client-owned horses. Methods: Each horse was assessed (ASA-PS and CHARIOT) before general anaesthesia by one evalua...
Cardiac arrhythmias during intense exercise in Thoroughbred racehorses: frequency and association with subsequent race performance.
Journal of veterinary internal medicine    March 24, 2026   Volume 40, Issue 2 aalag044 doi: 10.1093/jvimsj/aalag044
van Erck-Westergren E, O'Connor S, Stewart BD, Dubois G, Morton J, Hinchcliff KW, Ter Woort F.The frequency, characteristics, and relationship with performance of arrhythmias occurring during high-intensity exercise in Thoroughbred racehorses remain poorly understood. Objective: Describe the frequency, characteristics, and association with subsequent race performance of arrhythmias occurring during intense exercise. Methods: Seventy-one racehorses competing in races sanctioned by the Hong Kong Jockey Club. Methods: Risk-based case-control study. Single-lead ECGs were recorded during high-intensity trials using wearable devices. Ectopic depolarizations identified during warm-up, maximal...
Effect of a single session of Equine Assisted Physical Therapy on postural stability in children with Down syndrome.
Journal of bodywork and movement therapies    March 21, 2026   Volume 47 120-125 doi: 10.1016/j.jbmt.2026.03.025
Janura M, Šigutová A, Lantelme-Faisan V, Honzíková L, Bizovská L.Equine Assisted Physiotherapy (EAPT; formerly known as hippotherapy) is known to improve functional mobility, gross motor skills, and postural stability in individuals with Down syndrome (DS). However, it may be challenging to implement as a long-term intervention. The aim of the current study was to assess whether even a single session of EAPT can have effect on postural stability in children with DS. Methods: Nine children with DS underwent a single session of EAPT. Postural stability before and immediately after the EAPT session was assessed with the bipedal stance (variability of lower tru...
Impacts of flavor and aromatic palatants on consumption behavior in nursing foals.
Journal of equine veterinary science    March 20, 2026   105858 doi: 10.1016/j.jevs.2026.105858
Crowell CN, Handlos GC, Discepolo DR, Roeder M, Perry EB.Palatability research in horses has primarily been conducted in mature, non-lactating horses and has typically investigated gustatory rather than aromatic preference. Objective: The objective of this study was to investigate the gustatory and aromatic preferences of nursing foals. Methods: Stock-type mare (13.25 ± 4.40 years) and foal (6 ± 3 weeks) pairings (n = 4) were utilized in multi-preference testing for treatments including apple, anise, peppermint and control (no palatant). Mares and foals were placed in assigned split stalls for 1800 seconds and provided unrestricted access to a...
Objective, Longitudinal Computed Tomographic Evaluation of the Metacarpal Condyles in Non-Lame Thoroughbred Racehorses.
Animals : an open access journal from MDPI    March 20, 2026   Volume 16, Issue 6 973 doi: 10.3390/ani16060973
Putnoki V, Pollard D, Dyson S, Boros K, Nagy A.There are limited data on sequential computed tomographic (CT) evaluation and objective CT assessment of the metacarpal condyles in Thoroughbred racehorses. This longitudinal study aimed to document changes in attenuation of the metacarpal condyles during the first two years of training and racing. Fan-beam CT examination of the metacarpophalangeal regions was performed on 40 non-lame Thoroughbred yearlings, and repeated four more times, approximately six months apart. Mean Hounsfield Unit (HU) measurements were obtained on sagittal reconstructions of the dorsal and palmar halves of the medial...
Evidence That GYPA (Glycophorin A) Encodes the K Blood Group System in Horses.
Animal genetics    March 16, 2026   Volume 57, Issue 2 e70083 doi: 10.1002/age.70083
Mackowski M, Kajdasz A, Laskowska K, Cieslak J.Although serological and genetic studies of equine blood group systems have been conducted for many years, the molecular basis of erythrocyte antigens' variability has remained largely unexplored. In this study, we aimed to elucidate the genetic basis of serological variation within equine blood group K. Using mRNA extracted from peripheral blood samples (n = 100) collected from horses with known serological blood types (Ka or K-), we performed a transcriptome-wide association study (TWAS), which revealed a significantly associated region on equine chromosome 2 (ECA2). A detailed analysis ...
Effect of Acer species (red and Freeman maple) and horse characteristics, management, and location on the in vitro oxidation of equine erythrocytes.
Journal of equine veterinary science    March 14, 2026   105856 doi: 10.1016/j.jevs.2026.105856
Wickizer LF, Burk SV, Lehman JS.Red maple toxicosis arises when horses consume wilted maple leaves, resulting in methemoglobinemia and hemolytic anemia due to oxidative damage to erythrocytes. Objective: The objective of this study was to determine how maple species (red versus Freeman maple) and horse characteristics, management, and barn site contributed to in vitro methemoglobin production and hemolysis. Methods: Horse information was obtained through an owner questionnaire. Extracts from red and Freeman maple leaves were separately incubated with washed erythrocytes from each horse (n=120). The in vitro percentage methem...
Comparative study of dental age estimation methods against known chronological age in Nigerian local horses.
Journal of equine science    March 14, 2026   Volume 37, Issue 1 9-20 doi: 10.1294/jes.37.9
Akinniyi OO, Afolabi DO, Mshelia PW, Olakojo TA, Oyenekan IO, Adah O, Osunkoya D, Olaogun SC, Jeremiah OT, Omobowale TO.Dental age estimation in horses is very important in the context of quality healthcare, breeding programs, and welfare management. However, information on the most suitable dental age estimation methods for Nigerian local horses is not available in the literature. We evaluated and compared dental age estimates based on six dental age estimation methods with known chronological ages of Nigerian local horses to establish the most accurate techniques for this population. A cross-sectional study of 180 Nigerian local horses was conducted in Ibadan, Nigeria. Six dental age estimation methods (erupt...
Starch Overload and Cecal Alkalinization: Impacts on the Intestinal Microbiota and Health of Horses.
Veterinary and animal science    March 11, 2026   Volume 32 100619 doi: 10.1016/j.vas.2026.100619
Bustamante CC, Pereira PAM, Fernandes CC, Canola PA, Doria RGS, Costa MC, Valadão CAA.Starch overload induces dysbiosis primarily through a reduction in cecal pH. This study aimed to evaluate the cecal microbiota following excessive starch intake, with or without the administration of an intracecal buffering solution. We hypothesized that the buffering solution would mitigate changes in the intestinal microbiota and associated clinical signs. Ten horses were randomly assigned to two groups, each receiving distinct treatments (Group I: saline solution [WSa] and starch-buffer [SB]; Group II: buffer-water [WB] and starch-saline [SSa]). Following starch overload (17.6 g/kg body wei...
Does the Reproductive Technique Affect Neonatal Health Parameters in Foals?
Reproduction in domestic animals = Zuchthygiene    March 10, 2026   Volume 61, Issue 3 e70192 doi: 10.1111/rda.70192
Alonso MA, Dos Santos GR, Fonte JS, Marques PC, Pereira DD, Toral FLB, Bordignon V, Junior JB, Squires E, Fernandes CB.This retrospective study evaluated whether different reproductive biotechnologies influence neonatal behaviour parameters in foals. Data from 102 foalings in two commercial breeding farms were analysed, including foals conceived by artificial insemination (AI), conventional embryo transfer (ET) and intracytoplasmic sperm injection (ICSI). Neonatal parameters recorded were birth weight, time to achieve sternal recumbency, time to stand, time to nurse and time to meconium elimination. Mixed statistical models were applied to assess the influence of reproductive technique, breed, sex and farm. Si...
Integrating Performance Records and Genetic Evaluations in Spanish Horse Populations Competing in Olympic Disciplines.
Life (Basel, Switzerland)    March 10, 2026   Volume 16, Issue 3 455 doi: 10.3390/life16030455
Gómez MD, Sánchez-Guerrero MJ, Perdomo-González DI, Ripollés-Lobo M, Bartolomé E, Valera M.This study evaluates performance data and genetic merit of the main horse populations competing in Olympic disciplines in Spain and examines their implications for the optimization of official Breeding Programs. Performance records from 2004-2023 were analyzed, including 101,093 participations in Dressage, 319,000 in Show Jumping, and 17,535 in Eventing. These records were combined with pedigree information from 35,589 horses in Dressage, 33,935 in Show Jumping, and 12,102 in Eventing and evaluated using BLUP animal models to obtain standardized Estimated Breeding Values (EBV; mean 100 ± 20) ...
The fertility of a sub-population of stallions is negatively affected by ambient climatic conditions, mediated through DNA damage.
International journal of biometeorology    March 9, 2026   Volume 70, Issue 3 89 doi: 10.1007/s00484-025-03123-y
Griffin RA, Miller K, Colyvas K, Sheridan A, De Iuliis G, Aitken RJ, Baker MA, Gibb Z, Swegen A.Exposure to systemic heat stress in male mammals adversely affects sperm production, fertility, and DNA integrity. To date, few studies have investigated this phenomenon in horses, particularly in industry-relevant environments. Therefore, this study examined the relationship between ambient climatic conditions and fertility within a population of commercially fertile stallions. Post-coital semen samples ( = 804) were collected weekly from 46 Thoroughbred stallions during two successive breeding seasons (NSW, Australia; 22 weeks total). Semen samples were processed via single-layer colloid...
Spatio-temporal analysis of anthrax in livestock at zonal level in Ethiopia, 2008-2020.
Spatial and spatio-temporal epidemiology    March 7, 2026   Volume 57 100801 doi: 10.1016/j.sste.2026.100801
Witt J, Ashenefe Wassie B, Tadesse TA, Wakane WZ, Adane AT, Deressa SG, Mor SM.Ethiopia has not only one of the largest livestock populations in Africa, but also a substantial growing human population, increasing the risk of zoonotic disease transmission. Anthrax is a priority zoonosis in Ethiopia due to its risks to both human and animal health. Utilising 13 years of retrospective data (2008-2020) from 92 zones, this study investigated the spatio-temporal distribution of livestock anthrax cases in Ethiopia. High variability in annual incidence was observed, with the lowest number of cases (n=2357, 3.73 %) in 2018 followed by the highest number of cases (n=8210, 12.98 %)...
What happened after the epidemic? Equine influenza surveillance sheds light on sources and seasonal risk in the United Kingdom.
Equine veterinary journal    March 5, 2026   doi: 10.1002/evj.70156
Whitlock F, Grewar J, Newton R.The epidemiology of equine influenza (EI) in the United Kingdom has not been systematically described since the 2019 epidemic. Objective: To summarise UK EI surveillance (2020-2024), quantify outbreak seasonality and assess movement-related sources. Methods: Retrospective observational analysis of national surveillance and horse importation data. Methods: Epidemiological data for laboratory-confirmed EI cases in the United Kingdom were collated. Outbreaks (EI-infected premises) were defined as one or more laboratory-confirmed cases on the same premises within a 4-week period. Monthly outbreak ...
QT interval and cardiac restitution dynamics in racehorses: Observations during maximal effort.
American journal of physiology. Heart and circulatory physiology    March 5, 2026   doi: 10.1152/ajpheart.00785.2025
Avison A, Pyle WG, Sears W, Physick-Sheard PW.Sudden cardiac death is a leading cause of athletic death in both humans and horses, making racehorses a potentially valuable model for investigating sudden cardiac death. Cardiac restitution ratio (QT/TQ interval) is used to assess arrhythmia risk in humans, but investigations in athletes are scarce. The objective was to characterize QT interval and cardiac restitution ratio in Thoroughbred racehorses during maximal effort. Automated restitution analysis was performed using 2709 pairs of cardiac cycles from 30 Thoroughbred horses during races. Cardiac cycles were obtained during: pre-race; ac...
Relationship between the duration of endometrial edema and reproductive parameters of estrus, diestrus, and fertility in mares: a field study.
Journal of equine veterinary science    March 4, 2026   Volume 160 105843 doi: 10.1016/j.jevs.2026.105843
Vaz IS, Silva MB, Maran AP, Almeida MER, Guimarães EC, Cuervo-Arango J, Silva ESM.The duration of endometrial edema has been positively correlated with uterine receptivity and likelihood of pregnancy. Therefore, this study aimed to evaluate whether there is a relationship between the duration of endometrial edema (DEdema) and other key parameters of the estrous cycle: maximum edema (MEdema), largest follicle diameter (LPF), corpus luteum and uterine tone on day 5 post ovulation (CLD5 and TD5), progesterone concentration (P4) and fertility. A total of 88 cycles from 36 mares were evaluated and divided into Short Estrus (SE), Long Estrus (LE), Inseminated (AI) and Non-insemin...
Assessment of baseline adrenocorticotropic hormone and insulin concentrations in healthy horses in Saskatchewan over a 1-year period.
Journal of veterinary internal medicine    February 26, 2026   Volume 40, Issue 1 aalaf056 doi: 10.1093/jvimsj/aalaf056
Viviani P, Ragno VM, Parker S, Montgomery JB.Endocrine disorders in horses, such as pituitary pars intermedia dysfunction and equine metabolic syndrome, rely on hormone testing for diagnosis, but seasonal and regional variabilities highlight the need for locally generated data. Objective: To characterize monthly blood concentrations of ACTH and insulin over 1 year in healthy horses in Saskatchewan. A secondary objective was to assess the association between these outcomes and the following factors: sex, age, breed, pregnancy status, level of exercise, body condition score, and cresty neck score. Methods: Sixty-eight clinically healthy, c...