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.
Comparative hematological and serum biochemical profiling of grassland Xichun and Xilingol horses.
Veterinary and animal science    June 16, 2026   Volume 34 100740 doi: 10.1016/j.vas.2026.100740
Bou T, Ding W, Gong W, Li Z, Shi X, Dugarjaviin M, Bai D, Yang L.The Grassland Xichun horse is an emerging crossbred population developed from Xilingol mares and Thoroughbred stallions in Inner Mongolia, China, yet its blood physiological profile has not been systematically characterized. In this study, we compared 32 hematological and serum biochemical parameters between 177 Grassland Xichun horses and 35 Xilingol horses maintained under the same extensive grazing conditions. Following Benjamini-Hochberg FDR correction, 17 of 32 parameters differed significantly between breeds. Grassland Xichun horses showed markedly higher RBC count (9.145 vs 7.905 × 10Â...
Rider dislodgement events in U.S. steeplechase racing: participation outcomes in riders and horses.
Injury epidemiology    June 15, 2026   doi: 10.1186/s40621-026-00696-z
Markowitz JS.Steeplechase jockeys compete in high-risk races requiring horses and riders to clear fixed obstacles at speed. Although rider dislodgement events are recognized hazards, their incidence and participation consequences are not well characterized. Methods: This retrospective observational study used publicly available race charts from United States National Steeplechase Association races (2023-2025). Dislodgement events were defined as falls or lost rider events. Incidence rates were calculated per 1,000 starts, and timber and hurdle races were compared using Poisson regression. Rider interruptio...
Sport predispositions in warmblood horses: insights from Grand Prix competitions.
Journal of equine science    June 13, 2026   Volume 37, Issue 2 53-60 doi: 10.1294/jes.37.53
Próchniak T.The aim of this study was to pilot the assessment of sport predispositions in warmblood horse breeds, both domestic and foreign, and to evaluate factors influencing their performance. Data from 293 horses (725 starts) competing in national Grand Prix events with obstacle heights of 140-145 cm were analysed using general mixed models. The origins of Polish Halfbred Horses were examined, and correlations between results in the Young Horse Championships and later Grand Prix performance were assessed. Results showed that performance is significantly influenced by genetic factors, such as breed and...
A Breed-Specific SNP Panel With Higher Theoretical Exclusion Power and Practical Equivalence to International Standards for Parentage Testing in Pura Raza Española Horses.
Animal genetics    June 12, 2026   Volume 57, Issue 3 e70147 doi: 10.1002/age.70147
Laseca N, Molina A, Marshall T, González I, Poyato-Bonilla J, Valera M.Accurate parentage assignment is essential for managing livestock breeding and genetic improvement. This study evaluated a breed-specific SNP panel (375 SNPs) for the Pura Raza Española (PRE) horse, comparing its performance against the traditional STR reference panel (18 microsatellite) and the international ISAG SNP core panel (378 SNPs) across population scenarios differing in levels of inbreeding and kinship. The PRE-specific SNPs were selected from the Axiom EQUIGENE array based on high genotyping reliability (call-rate > 99%), Mendelian error minimization, Hardy-Weinberg equilibr...
Similar locomotor patterns across Quarter Horse disciplines inform lameness assessment.
Equine veterinary journal    June 12, 2026   doi: 10.1002/evj.70213
de Siqueira RF, Brito LA, de Figueiredo IM, Dos Santos ACR, Dos Anjos LS.Lineage-based selection is central to the Quarter Horse industry and is often justified by the assumption that morphology determines locomotor function. However, objective evidence linking static conformation to discipline-specific locomotor behaviour under standardised conditions remains limited. Objective: To investigate whether morphological differences among Quarter Horse disciplines are associated with distinct locomotor patterns or whether locomotor function converges across disciplines despite morphological variation. Methods: Cross-sectional. Methods: Barrel racing, reining, and ranch ...
Skull morphometry and sexual dimorphism in the Kyrgyz horse: A multivariate size-corrected analysis.
Research in veterinary science    June 11, 2026   Volume 210 106288 doi: 10.1016/j.rvsc.2026.106288
Arı HH, Duro S, Alpak H, Tulobaev A, Ceylan N, Ashyk A, Salykov R, Djordjevic M, Gündemir O.This study aimed to evaluate sexual dimorphism in Kyrgyz horse skulls by separating size and shape components using Mosimann log-shape ratios, based on 18 linear cranial measurements recorded from 39 specimens. Raw linear data were analyzed alongside size-corrected Mosimann log-shape ratios to distinguish overall size from size-independent shape. Males showed larger raw means than females for all 18 variables, and 14 measurements remained significant after false-discovery-rate correction. The strongest raw differences involved skull length to nasale, total skull length, nasal length, breadth b...
Impact of collagen supplementation on the fecal microbiome of young horses in training.
Journal of equine veterinary science    June 6, 2026   106047 doi: 10.1016/j.jevs.2026.106047
Júnior AMCA, da Silva AH, Buroxid RP, Padovan JR, Nunes AT, Poleti MD, Fukumasu H, Gobesso AAO.Intense training in athletic foals may alter fecal microbiota, highlighting the need for nutritional strategies such as hydrolyzed collagen supplementation. Objective: This study aimed to evaluate the effects of dietary hydrolyzed collagen on the fecal microbiome of weanlings in training. Methods: Twenty Mangalarga Marchador foals (206 ± 18 kg; 7 ± 1 mo age) were assigned to two groups: a supplemented group (50 g/day of hydrolyzed collagen for 180 days) and a control group. A completely randomized design with repeated measures over time was used. Foals were exercised five consecutive days pe...
Thermal Thresholds and Genetic Sensitivity in Barrel Racing Performance of Quarter Horses Across Temperature-Humidity Indices. Santana ML, Bignardi AB.Heat stress is an increasingly important challenge for the performance and welfare of equine athletes, particularly in competitions conducted across diverse climatic conditions. Understanding the genetic basis of performance responses to increasing thermal load is therefore essential to support robust genetic evaluation and sustainable selection strategies. The objective of this study was to evaluate barrel racing performance of Brazilian Quarter Horses across thermal environments defined by two widely used indicators, the temperature-humidity index (THI) and the wet bulb globe temperature (WB...
Embryo developmental kinetics and vitrification in relation to pregnancy outcome, foaling percentage and foal sex.
Equine veterinary journal    May 31, 2026   doi: 10.1002/evj.70197
Peere S, Dewulf M, Van den Branden E, Papas M, Broothaers K, De Coster T, Briote I, Hedia M, Angel-Velez D, Hoogewijs M, Govaere J, Smits K.While fast in vitro embryo development has been associated with improved outcomes, the relationships of slow in vitro embryo development and vitrified versus fresh in vitro produced (IVP) embryo transfer to foaling percentage and foal sex are less explored. Objective: To determine the relationships of (1) day of blastocyst formation (D7-11 after intracytoplasmic sperm injection (ICSI)) and (2) vitrification and warming method (one- and three-step) versus fresh transfer with pregnancy, early pregnancy loss (EPL), foaling percentage and foal sex. Methods: Retrospective clinical study. Methods: B...
Thoracic electrical impedance tomography using a two-plane electrode configuration in horses.
Equine veterinary journal    May 28, 2026   doi: 10.1002/evj.70188
Studer N, Byrne D, Raisis A, Adler A, Cheong J, Secombe C, Schramel JP, Mosing M.Traditional one-plane (oneP) electrical impedance tomography (EIT) electrode configurations limit evaluation to a convex lens-shaped lung slice, prone to overrepresentation of central areas. Two-plane (twoP) EIT is expected to refine this technique and result in more representative lung imaging. Objective: To compare ventilation distribution using single slice reconstructions, obtained with twoP or oneP. Methods: Computational modelling and in vivo exploratory randomised experimental trial. Methods: A finite element simulation model of oneP and twoP was calculated to estimate captured lung fie...
Is the walk and trot efficiency a hereditary trait in primitive Konik Polski horses?
PeerJ    May 27, 2026   Volume 14 e21369 doi: 10.7717/peerj.21369
Siemieniuch-Tartanus M, Tomczyk-Wrona I, Tobolski D.Performance testing is a critical tool for achieving genetic progress, yet its long-term effectiveness in primitive breeds under conservation programs is poorly documented. The Konik Polski horse breeding program aims to improve utility while preserving primitive characteristics. Unassigned: This retrospective study analyzed a 25-year longitudinal dataset ( = 1,608) from the official Field Performance Test to quantify genetic trends in gait efficiency, using nonparametric methods to assess the effects of test type, year, and age on stride length and speed at the walk and trot. To estimate he...
Outcomes and racing performance in thoroughbreds following a long-term injury sustained during a jump race in Great Britain.
The Veterinary record    May 26, 2026   doi: 10.1002/vetr.70807
McDonald S, Verheyen KLP, Chang YM, Allen SE.Limited literature is available about the career outcomes of horses sustaining a long-term injury (LTI) in a jump race. Methods: All Thoroughbreds that sustained an LTI, defined as any non-fatal musculoskeletal injury requiring a minimum 90-day break from racing, in a British jump race between May 2018 and April 2023 were followed up for at least 24 months and outcomes described. Pre-injury racing performance was compared between horses that did and did not return to racing, and post-injury racing performance was compared between horses that sustained tendon/ligament injuries and fractures. R...
Genome-Wide Association Study Reveals Genetic Loci Associated with Body Measurement Traits in Yanqi Horses.
Animals : an open access journal from MDPI    May 24, 2026   Volume 16, Issue 11 1597 doi: 10.3390/ani16111597
Sun W, Shen Z, Cairen D, Luo P, Yao X, Meng J, Zeng Y.Body measurement traits are a direct production indicator reflecting growth status and guiding genetic selection. Identifying molecular markers associated with body measurement traits could accelerate animal breeding programs. The Yanqi horse, an important indigenous breed in Xinjiang, is primarily distributed in the Bayingolin Mongol Autonomous Prefecture. However, molecular markers linked to body measurement traits in Yanqi horses remain uncharacterized. In the present study, whole-genome resequencing was performed on 183 Yanqi horses, yielding 13,366,672 single-nucleotide polymorphisms (SNP...
Evaluation of Circadian Variations of Central Corneal Thickness and Its Correlation With Intraocular Pressures in Healthy Horses.
Veterinary ophthalmology    May 20, 2026   Volume 29, Issue 4 e70194 doi: 10.1111/vop.70194
Iturregui C, Liu CC, Carter RT, Camacho-Luna P.Circadian variations in central corneal thickness (CCT) and their correlation with intraocular pressure (IOP) have not been reported in horses. This information may be clinically relevant when interpreting IOP readings. Methods: Twenty-four eyes of 6 healthy adult gelded males and 6 healthy adult intact mares were evaluated. Rebound tonometry (TonoVet, Jorgensen Laboratories) followed by ultrasonic pachymetry (iPac Pachymeter, Reichert technologies) was performed in both eyes every 3 h over 24 h during the natural 14-h daylight summer photoperiod. Results: Central corneal thickness varied ...
Genetic Diversity and Population Structure in Seven Lipizzan Populations Based on Microsatellite Genotyping.
Animals : an open access journal from MDPI    May 15, 2026   Volume 16, Issue 10 1516 doi: 10.3390/ani16101516
Rogić B, Moravčíková N, Margeta P, Štrbac L, Zorc M, Kovács M, Vostry L, Kasarda R, Posta J.Lipizzan horses, bred for over four centuries, represent a unique genetic, cultural and historic resource. This study assessed genetic diversity and population structure across seven European Lipizzan populations, with emphasis on the Bosnia and Herzegovina population. A total of 547 Lipizzan horses were genotyped using 12 microsatellite markers. The parameters of genetic variability, admixture level and migration rate were calculated. The mean number of alleles, effective number of alleles and Shannon's information index were 5.78, 3.24 and 1.31, respectively. The average fixation indices wer...
A Comparison of the Performance of Horses from the International WBFSH Rankings in Dressage, Jumping and Eventing Based on Their Sex, Age, Proportion of Thoroughbred Genes and Affiliation to the Studbook.
Animals : an open access journal from MDPI    May 14, 2026   Volume 16, Issue 10 1509 doi: 10.3390/ani16101509
Sobotková E, Kuřitková D, Zeliszewska-Duk P, Mikule V.The aim of the research was to assess how the selected factors could influence the performance of the best horses in dressage, jumping and eventing competitions. The research was based on the Studbook Rankings published by the World Breeding Federation for Sport Horses from 2019 to 2024. Our analysis shows a statistically significant effect of each of the observed factors in at least one discipline. The leading factor in all disciplines was studbook affiliation. The Belgian warmblood, German Sport Horse, Hanoverian, Royal Dutch Sport Horse, Oldenburg and Westphalian studbooks are represented a...
Unraveling the genomic architecture of hock conformation defects in Pura Raza Española horses.
Journal of animal science    May 13, 2026   skag116 doi: 10.1093/jas/skag116
Laseca N, Molina A, Ziadi C, Perdomo-Gonzalez DI, Valera M.Conformational traits define a horse's shape and morphology, heavily influencing its functionality, sport performance, health, and appearance, making conformation a critical selection criterion in horse breeding. However, the genomic basis of conformational defects, specifically those affecting the hock, remains largely unexplored. This research aimed to identify the genomic regions associated with hock defects using a large cohort of Pura Raza Española (PRE) horses. A total of 58,930 horses were evaluated for hock angle, with 4,122 genotyped on high or medium density arrays. For this purpose...
Size of the C7-T1 articular processes is overestimated on lateral radiographs when compared to standing cone beam computed tomography.
Equine veterinary journal    May 13, 2026   doi: 10.1002/evj.70184
Cianci JM, Bills KW, Skelton G, Stewart HL, Johnson AL, Colmer SF, Stefanovski D, Brown KA.Radiography of the caudal cervical vertebral column is commonly performed in horses, but image distortion may occur due to factors such as scapular superimposition, divergent beam, and the distance between anatomy and detector. These variables can falsely suggest enlargement of the articular processes (APs) at the seventh cervical and first thoracic vertebrae (C7-T1). Objective: To assess the presence of magnification of C7-T1 APs as determined by AP:vertebral body (VB) height ratio on lateral radiographs compared to cone beam computed tomography (CBCT) as a gold standard, and to explore inter...
From Concept to Perception: Equestrian Definitions of Harmony and Visual Attention in Horse-Rider Evaluation.
Animals : an open access journal from MDPI    May 12, 2026   Volume 16, Issue 10 1483 doi: 10.3390/ani16101483
Wolframm IA, Everding M, Savulchyk V, Borssen J, Gudden DDM.In equestrian circles, horse-rider harmony is understood intuitively, yet clear criteria are lacking. This study examined how different equestrians conceptualized and visually assessed harmony and how this influenced scoring. Qualitative interviews were combined with eye tracking technology. Thirty equestrians assessed five videos of horse-rider combinations performing in dressage, showjumping, eventing, working equitation and Icelandic riding, with eye movements being recorded using a mounted eye tracker. Verbal definitions were analyzed using thematic analysis, revealing three overarching th...
Air pollution exposure during training impairs performance in Thoroughbred racehorses.
Equine veterinary journal    May 10, 2026   doi: 10.1002/evj.70186
Scott D, Seabaugh K, Kim L, Magzamen S, Duncan C.Ambient air pollution contributes substantially to human morbidity and mortality, and athletes are recognised as a particularly vulnerable group. However, little is known about the impact of air pollution on equine athletes. Objective: To explore the relationship between air pollution exposure during the pre-competition training period and race day performance among Thoroughbred racehorses that competed on California racetracks. Methods: A retrospective longitudinal study. Methods: For each winning horse, pollutant exposure during the 21-day pre-competition training period was assigned using d...
Factors influencing gestation length in Mares in the Tiaret region, Algeria.
Journal of equine veterinary science    May 7, 2026   Volume 163 105925 doi: 10.1016/j.jevs.2026.105925
Boubakeur E, Belmdjahed M.Gestation length is a key parameter in equine reproductive management, yet its variability remains poorly documented in Barb and Arabian mares under Algerian conditions. Objective: This study aims to determine gestation length in mares and to assess the influence of various factors, including breed, year of mating, mating month, mare age, parity, reproductive status, stallion and the foal's sex on gestation duration. Methods: A total of 133 mares from the National Stud Farm of Tiaret (Algeria) were monitored over the period 2021-2024. Results: The mean gestation length was 332.5 days (range: 3...
Inter-individual variability in equine antibody responses to African snake venoms follows heavy-tailed distributions with implications for antivenom production.
Toxicon : official journal of the International Society on Toxinology    May 6, 2026   109145 doi: 10.1016/j.toxicon.2026.109145
Sánchez A, Sánchez P, Sánchez A, Durán G, Solano G, Villalta M, Gómez A, Gutiérrez JM, León G.Variability in the antibody response of horses used for snake antivenom manufacture is well recognized, yet its statistical structure and implications for industrial productivity remain poorly characterized. In this study, we quantified antivenom antibody titers by ELISA in a cohort of 14 horses immunized with venoms from the clinically most important snakes in sub-Saharan Africa. To integrate antibody levels with plasma availability, we calculated the Cumulative Plasma Productivity (CPP) by converting individual plasma volumes into titer-corrected equivalents and sequentially pooling these vo...
Quantitative evaluation of behavioral and physiological adaptation during retraining of retired Thoroughbred racehorses.
Journal of equine veterinary science    May 4, 2026   Volume 163 105920 doi: 10.1016/j.jevs.2026.105920
An SJ, Lee JH, Lee HY, Kim BS, Forbes E, Ryu SH.Retired Thoroughbred racehorses commonly transition into riding roles, yet outward behavioral calmness may not fully reflect internal physiological regulation, with implications for safety. Objective: To quantify behavioral and autonomic adaptation across repeated startle exposures and assess concordance between behavioral and physiological indicators. Methods: Twelve retired Thoroughbreds underwent standardized plastic-bag startle trials conducted across three sessions (T1-T3), each including pre-training (Before) and post-training (After) phases, with three repeated exposures at 5-minute int...
Global prevalence and epidemiological determinants of African horse sickness: A systematic review and meta-analysis.
Veterinary journal (London, England : 1997)    May 4, 2026   106698 doi: 10.1016/j.tvjl.2026.106698
Purnama MTE, Firdausy LW, Fikri F, Wicaksono AP, Maslamama ST, Wardhani LDK.African horse sickness (AHS) is a highly fatal, vector-borne viral disease of equids with substantial economic and animal health impacts, particularly in endemic regions. Despite numerous epidemiological studies, reported prevalence estimates remain highly variable, and a comprehensive quantitative synthesis is lacking. This study aimed to systematically evaluate and synthesize the global prevalence of AHS and to identify sources of epidemiological heterogeneity. A systematic review and meta-analysis were conducted following PRISMA 2020 guidelines, with the protocol registered in the Open Scie...
Influence of Housing and Fecal Egg Count on Cytokine Profiles (IL-4 and IL-13) in Equines.
Journal of equine veterinary science    May 1, 2026   105922 doi: 10.1016/j.jevs.2026.105922
Yalavarthi G, Sabbinen H, Kosuri P, Amalaradjou M, Govoni K, Nadeau J.Strongyles are parasitic roundworms that cause significant gastrointestinal infections in equines, primarily through contact with infected soil. Worldwide, strongylosis affects nearly 90% of horse populations. Objective: The objectives of our study were to determine if there was a relationship between fecal egg count (FEC) and housing types on interleukin IL-4 and IL-13. Methods: Horses (N=25) were separated into two groups based on housing conditions: pasture (housed on pasture 24/7; PS, N=13) and semi-intensive (housed in stalls with turnout overnight; SI, N=12). Within each housing group, t...
Allogeneic Platelet-Rich Gel Supernatant Reprograms the Cytokine and Growth Factor Microenvironment in an Equine In Vitro Inflammatory Tendon System.
International journal of molecular sciences    April 29, 2026   Volume 27, Issue 9 4006 doi: 10.3390/ijms27094006
Carmona JU, López C.Tendinopathy involves a dysregulated inflammatory microenvironment in which cytokines, growth factors (GF) and extracellular matrix components interact dynamically. Platelet-rich plasma (PRP) is widely used as a regenerative therapy, but its mechanisms of action in inflamed tendon remain unclear. This study evaluated whether platelet-rich gel supernatant (PRGS) reprograms the inflammatory-anabolic mediator network in an equine in vitro tendon explant system stimulated with lipopolysaccharide (LPS). Tendon explants were cultured under six experimental conditions, including non-stimulated contro...
Machine Learning-Based Genome-Wide Association Study Reveals Genetic Loci Associated with Body Measurement Traits in Yili Horses.
Animals : an open access journal from MDPI    April 29, 2026   Volume 16, Issue 9 1373 doi: 10.3390/ani16091373
Shen Z, Yang L, Xue Y, Chang X, Shen J, Sun W, Zeng Y, Meng J, Yao X.Body measurement traits are key indicators for evaluating growth performance, production potential, and breeding value in Yili horses. However, studies investigating the association between body measurement traits and mutation loci in Yili horses remain limited. In this study, 255 adult Yili mares were used as the study population, including 152 speed-type and 103 meat-type individuals. Whole-genome resequencing was performed, and four phenotypic traits and body weight were measured. A mixed linear model (MLM)-based genome-wide association study (GWAS) was conducted using GEMMA (v 0.98.5), inc...
The incidence of fatal and non-fatal injury in thoroughbred and Quarter Horse racehorses in Louisiana (2014-2022).
Research in veterinary science    April 27, 2026   Volume 207 106219 doi: 10.1016/j.rvsc.2026.106219
Dirikolu L, Liu CC, Schaeffer DJ.The objectives of the study were to report the incidence of race-related injuries and equine fatalities in racehorses at the Louisiana racetracks from 2014 to 2022 for both Thoroughbred and Quarter Horse racehorses. Additionally, this study evaluated several factors that may be related to the occurrence of race-related injuries in racehorses in Louisiana. The average rates of equine fatal injuries (euthanized on or off track within 72 h of the race) were 1.70 ± 0.76 and 1.94 ± 0.89 per 1000 starts in Thoroughbred and Quarter racehorses, respectively. The average rates of non-fatal injur...
Effects of shoeing on forelimb biomechanics in walking horses.
Equine veterinary journal    April 26, 2026   doi: 10.1002/evj.70182
Wang JY, Guan S, Walmsley E, Wells D, Pandy MG, Whitton C.Hoof trimming and shoeing techniques are used to manage and prevent equine limb injuries. However, quantitative studies comparing the effects of different shoeing techniques on equine joint biomechanics over the full gait cycle are lacking. Objective: To measure and compare joint motion and net torques at the distal forelimb joints when horses walk overground unshod, with a standard flat shoe, and with a rocker shoe. Methods: In vivo study. Methods: Gait data were recorded from 12 sound horses during walking. Three shoeing conditions were tested: unshod, flat shoe, and rocker shoe. Data were r...
Riding toward better math: executive functions mediate the link between horseback activities and children’s mathematical achievement.
BMC psychology    April 25, 2026   Volume 14, Issue 1 843 doi: 10.1186/s40359-026-04596-1
Almutairi S.Research directly examining the cognitive and academic correlates of horseback-riding in childhood remains limited. This study examined the relationships among monthly horseback-riding hours, executive function (EF), and mathematics achievement in children aged 7–9 years. A sample of 262 participants from Saudi Arabia was assessed using parent interviews and official educational records, with data collected from sports clubs and horse stables. EF was modeled as a latent construct—including organization and planning, working memory, emotion regulation, self-control, and motivation—`using ...