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.
Evaluation of Machine Learning Models for Predicting Breeding Values of Key Performance Traits in Iranian Crossbred (Thoroughbred × Turkmen) Racehorses.
Journal of equine veterinary science    October 17, 2026   106177 doi: 10.1016/j.jevs.2026.106177
Taned M, Zandi MB, Nasab MPE, Khanteymoori A.Accurate prediction of breeding values (BVs) is fundamental to genetic improvement in racehorses. Although single-trait mixed models (STM), typically implemented using BLUP-based procedures, remain the standard framework for genetic evaluation, machine learning (ML) methods offer a flexible, data-driven approach for learning complex relationships among phenotypic, environmental, and pedigree-derived information. These capabilities have encouraged researchers to explore the application of ML methods for predicting breeding values. Objective: This study compared the performance of 13 ML algorith...
Effect of Different Equilibration Times in the Freezing Process on Post-Thaw Motility Parameters in Equine Spermatozoa.
Reproduction in domestic animals = Zuchthygiene    October 12, 2026   Volume 61, Issue 10 e70327 doi: 10.1111/rda.70327
Farnia H, Sautejeau-Rizzoni P, Chekchouk M, Belala R, Mimoune N, Teixeira Fangueiro L, Thorin C, Leborgne I, Le-Guiriec M, Bencharif D.Cryopreservation of stallion semen remains suboptimal, with approximately one-third of stallions producing semen that is poorly tolerant to freezing. As optimization of pre-freezing procedures may improve post-thaw sperm quality, this study evaluated the effect of different equilibration times before freezing on the post-thaw quality of stallion semen. For this purpose, 21 ejaculates were initially collected from 5 stallions and 15 were included in the final analysis after predefined exclusions. These ejaculates were separated from the seminal plasma via centrifugation in INRA 96 medium. After...
Host-mediated filtering and interspecific associations structure strongyle parasite communities in Sable Island horses.
The Journal of animal ecology    October 12, 2026   doi: 10.1111/1365-2656.70368
Ahn S, McLoughlin PD, Poissant J.Mixed-species parasite infections are common in wildlife, yet the ecological processes that structure these communities remain poorly understood. We hypothesized that host-mediated and extrinsic environmental filtering, alongside biotic interactions, act concurrently to shape parasite community composition, and that these structuring patterns would depend on parasite traits or evolutionary history. We applied nemabiome DNA metabarcoding to 3147 faecal samples from 916 feral horses with no history of anthelmintic treatment, collected over 10 years as part of a long-term individual-based study...
Distribution of Losses Among Horse Race Bettors: An Analysis of Account-Based Player Tracking Data.
Journal of gambling studies    October 10, 2026   doi: 10.1007/s10899-026-10568-2
Buzcular K, Rossow I, Pallesen S, Leino T.Previous research on gambling loss patterns has mainly relied on self-reported data, which has some inherent biases (e.g., low accuracy). While some studies are based on large samples of horse bettors, few have examined how losses are distributed among them. The aim of this exploratory study was to examine the concentration of losses among gamblers playing horse betting games. Norsk Rikstoto, the Norwegian horse betting monopoly, provided account-based gambling data for all customers who bet with them between 2021 and 2023, covering 13 horse betting formats. To describe the shape of the loss d...
Antinociceptive effects of subcutaneous butorphanol administration in healthy horses.
Frontiers in veterinary science    October 9, 2026   Volume 13 1970768 doi: 10.3389/fvets.2026.1970768
Masters TM, De Gennaro C, Messer SL, Khatib JL, Moura RA, Mallicote MF, Chiavaccini L.Subcutaneous (SQ) butorphanol administration maintains target plasma concentrations in horses longer than intravenous administration with fewer adverse effects. This study aimed to evaluate whether SQ butorphanol also produces clinically relevant antinociception in healthy horses. Unassigned: In a blinded, randomized, cross-over study, eight horses received 0.1 mg/kg butorphanol or equal volume (0.01 mL/kg) saline SQ in the cervical region. Thermal (TT) and pain pressure (PPT) thresholds at different body locations, along with physiological and behavioral variables, were assessed at baseli...
A generalized additive model using kinematic and demographic data provides an accurate and objective anesthesia recovery score in horses.
American journal of veterinary research    October 8, 2026   1-8 doi: 10.2460/ajvr.26.07.0291
Campoy L, Martin-Flores M, Araos J, Parry SA, Gleed RD.To analyze kinematic data extracted from an inertial measuring unit to assess quality of recovery in horses emerging from general anesthesia. Unassigned: Horses undergoing anesthesia from February 2024 through March 2026 were enrolled in this study. Collected data from the inertial measuring unit included 3-axis acceleration, angular velocity, and orientation. Recoveries were evaluated by 3 scorers using a modified composite grading scale. The mean of the scores was used as the dependent variable. A Python pipeline was written to detect attempts to stand using the first derivative of the accel...
Quantitative assessment of specific bacterial taxa of the intestinal microbiota of healthy and diarrheic horses.
Journal of veterinary internal medicine    October 7, 2026   Volume 40, Issue 5 aalag231 doi: 10.1093/jvimsj/aalag231
Boucher L, Karmacharya R, Arroyo LG, Leclère M, Suchodolski JS, Pilla R, Powledge S, Cruz VD, Richardson M, Arnold C, Costa MC.Alterations in intestinal microbiota composition, as determined by DNA sequencing, are reported in horses with acute colitis compared with healthy horses. Objective: Changes in specific bacterial populations can detect overall intestinal disruption of the normal intestinal microbiota. Identify bacterial taxa that indicate intestinal dysbiosis or health in horses using quantitative PCR (qPCR). Methods: Thirty horses with undifferentiated colitis, 13 with colitis associated with Salmonella spp., 14 with antibiotic-associated diarrhea (AAD), 52 healthy horses from Canada and 48 from the United St...
Evaluating a novel automatic feeding device for hay provision in horses: behavioral outcomes in group and individual housing.
Frontiers in veterinary science    October 6, 2026   Volume 13 1891331 doi: 10.3389/fvets.2026.1891331
Raspa F, Favaro M, Penazzi L, Vasile C, Bordin C, Cavallini D, Ellis AD, Harris P, Valle E.This study evaluated a novel Automatic Feeding Device (AFD) for hay provision in group-housed and individually housed horses. Unassigned: In Phase 1 (P1), behavioral responses to ground hay feeding (Control-Hay) and to hay delivery through the AFD were assessed in three group-housed mares under two conditions: AFD continuously open (O-AFD) and AFD alternating between open and closed periods (OC-AFD). In Phase 2 (P2), four individually housed horses were used to evaluate the behavioral effects of three AFD opening-closing schedules: long opening (LO-OP), medium opening (ME-OP), and short openin...
Pass rates using the FEI noseband measurement device at British Dressage 2025 Championships.
Equine veterinary journal    October 5, 2026   doi: 10.1002/evj.70333
MacKechnie-Guire R, Clayton HM, Williams JM, Marlin D, Walker V, Murray R.Appropriate fitting of equipment provides horse comfort and avoids compromising equine welfare. In May 2025, the Fédération Equestre Internationale (FEI) introduced an evidence-based measuring device that is passed beneath the noseband to ensure sufficient laxity. Objective: To study the use of the FEI noseband device during mandatory tack and equipment checks at British Dressage Championships. Methods: Observational. Methods: Noseband testing was observed for a total of 523 horses competing at the 2025 British Dressage National Championship, Middle Tour Championship and Area Festival Champi...
Melatonin as a daily rhythm control signal for glucose homeostasis and insulin secretion in horses.
Chronobiology international    October 5, 2026   1-9 doi: 10.1080/07420528.2026.2744436
Giannetto C, Rizzo M, Faggio C, Sisia G, Giudice E, Attanzio A, Piccione G, Arfuso F.An involvement of melatonin in the regulation of glucose homeostasis and insulin secretion in pancreatic β-cells has been proposed. To evaluate the features of the daily rhythms of plasma melatonin, blood glucose, and insulin in horses, ten clinically healthy Italian Saddle geldings, 9-10 years old with a mean body weight of 490 ± 25 kg, were enrolled. The animals were housed in individual boxes under natural environmental conditions (sunrise 06:10; sunset 18:10; 12-15°C, 77% RH). All horses were cannulated the day before the start of the study for sample collection, which was perfo...
Validation of a novel instrumented hoof boot with pressure sensors using force plate gait kinetics in horses at walk and trot.
Equine veterinary journal    September 30, 2026   doi: 10.1002/evj.70332
Keller J, Hassenstein MJ, Jung K, Geburek F.Force plates (FP) are considered the gold standard for quantitative equine gait evaluation but are limited to experimental use. An instrumented hoof boot (IHB) with pressure sensors and an inertial measurement unit would allow clinicians to objectively assess kinetic parameters and gait symmetry. Objective: To validate the IHB by comparing kinetic parameters with obtained FP data. Methods: In vivo experiments. Methods: Twenty-seven horses were measured with IHBs on FPs at walk and trot. Mean value kinetic parameters recorded were: (1) peak vertical force (PVF) [N/kg]/peak vertical pressure (PV...
Nasopharyngeal and laryngopharyngeal collapse: intra- and interrater agreement supports novel endoscopic scoring classifications in horses.
Journal of the American Veterinary Medical Association    September 30, 2026   1-9 doi: 10.2460/javma.26.02.0090
Massie S, Léguillette R.The contribution of reduced airway patency from heightened inspiratory pressure or active muscular contraction to the pathophysiology of pharyngeal collapse is unknown. Existing classifications refer to the entire pharyngeal region; however, anatomical differences are evident between rostral and caudal collapse. Novel classifications and grading systems are proposed to differentiate 2 pathologies: nasopharyngeal collapse (NPC; collapse of ≥ 1 pharyngeal wall rostral to the tip of the epiglottis; grades 0 through 4), and laryngopharyngeal collapse (LPC; collapse of ≥ 1 pharyngeal wall cauda...
Measuring the Rider-Horse Dyad Across Olympic Equestrian Disciplines: A Scoping Review of Methodological Gaps and Priorities for Show Jumping.
Animals : an open access journal from MDPI    September 30, 2026   Volume 16, Issue 19 3076 doi: 10.3390/ani16193076
Huang H, Yan Z, Chen X.(1) Background: Rider-horse coordination underpins equestrian performance; yet, its definition, quantitative indicators, and measurement methods remain inconsistent across Olympic disciplines. This scoping review mapped the constructs, metrics, and measurement approaches in dressage, show jumping, eventing, and transferable equestrian contexts, with show jumping as the principal application context. (2) Methods: Following PRISMA-ScR guidance and a Population-Concept-Context framework, Web of Science Core Collection, Scopus, and PubMed were searched from database inception to 10 September 2026....
Association Between Matrix Metalloproteinase-9 (MMP-9) Immunohistochemical Expression and Clinicopathological Features in Equine Melanoma.
Journal of equine veterinary science    September 27, 2026   106158 doi: 10.1016/j.jevs.2026.106158
Pimenta J, Moreira D, Prada J, Monteiro L, Garcez F, Delgado L, Cotovio M.Equine melanoma is one of the most important oncological diseases in horses and exhibits a distinct biological behavior compared with melanoma in other species. Matrix metalloproteinase-9 (MMP-9) has been associated with tumor aggressiveness and metastasis in human and canine melanoma, but its expression in equine melanoma remains unknown. Objective: Evaluate the immunohistochemical expression of MMP-9 in equine melanomas and investigate its association with clinicopathological features. Methods: 68 formalin-fixed, paraffin-embedded equine melanomas from 48 gray horses were evaluated immunohis...
The Impact of Track Incline on Musculoskeletal Injuries in Thoroughbred Racehorses in Training: A Retrospective Cohort Study of Fractures on Flat and Uphill Woodchip Surfaces.
Journal of equine veterinary science    September 25, 2026   106157 doi: 10.1016/j.jevs.2026.106157
Mizobe F, Mita H.While race-day musculoskeletal injuries are well-documented, a considerable gap exists regarding fractures sustained during training, where Thoroughbred racehorses accumulate the majority of their high-speed exercise. In Japan, compliant woodchip tracks are frequently used, and uphill track geometries are a foundational element of conditioning. Objective: To quantify and describe the incidence and anatomical distribution of fractures occurring during training on flat versus uphill woodchip tracks over a 15-year period (2008-2022). Methods: A retrospective cohort study was conducted using centr...
Weigh tape more accurately estimates equine body weight than morphometric formula: a controlled technical assessment.
Journal of equine veterinary science    September 25, 2026   106156 doi: 10.1016/j.jevs.2026.106156
Pizzigatti D, Inocente B, Silva LCLC, Alcántara I.Accurate body weight (BW) estimation in horses is essential for clinical and nutritional management; however, calibrated scales are often unavailable under field conditions. Objective: To compare the longitudinal accuracy and consistency of a commercial weigh tape and the Carroll and Huntington morphometric formula against calibrated digital scale measurements in adult horses. Methods: In a prospective longitudinal experimental study, six clinically healthy adult crossbred horses (mean real body weight [Rbw] 355.5 ± 21.2 kg) were monitored weekly for 63 days under controlled management condit...
Leakage-aware pre-event machine learning evaluation for horse-race prediction under temporal validation.
Frontiers in artificial intelligence    September 24, 2026   Volume 9 1896192 doi: 10.3389/frai.2026.1896192
Sugiura S.Horse-racing prediction was used as a case study to develop and evaluate a leakage-aware machine-learning framework based on information available after race-entry finalization and before outcomes were known. Japanese Racing Association flat-race data obtained through JRA-VAN Data Lab. and exported using TARGET frontier JV were split temporally: 2015-2022 for training, 2023-2024 for validation, and January 5, 2025 to May 10, 2026 for independent testing. The test set contained 63,910 horse-level observations from 4,556 races. Confidence intervals were estimated using 10,000 race-level bootstra...
Phenotypic and Genetic Evaluation of Morphometric and Dynamic Traits in Mangalarga Horses.
Journal of equine veterinary science    September 22, 2026   106153 doi: 10.1016/j.jevs.2026.106153
Alberto GH, Faria RADS, Rodrigues LY, Fiorindo CS, Zucatelle C, Vicente AA, Silva JAIV.Genetic evaluation of morphometric and locomotor traits supports objective selection, avoiding exclusive reliance on subjective methods that may fixate breed traits over functionality or cause undesirable indirect selection. Objective: To evaluate genetic and phenotypic parameters for morphometric and dynamic traits in horses of the Mangalarga breed. Methods: The pedigree included 212,361 animals born between 1919 and 2019. Phenotypic subsets for morphometric and dynamic traits comprised 54,617 and 45,010 horses, respectively, born between 1977 and 2019. Variance components were estimated usin...
Serum osteocalcin is associated with scintigraphic abnormalities in lame and clinically sound racehorses.
Equine veterinary journal    September 22, 2026   doi: 10.1002/evj.70328
Tually P, Blache D, Meadows J, Tagore S, O'Callaghan P, Hathway M, Fulton I, Currie G.Musculoskeletal injury is a major welfare and economic challenge in racehorses, with stress-related bone injury contributing to training interruption and catastrophic failure. Advanced imaging modalities can detect early skeletal pathology but remain limited in routine screening environments. Circulating biomarkers of bone turnover may provide complementary indicators of skeletal remodelling but require validation against objective imaging findings. Objective: Evaluate whether osteocalcin (OC) and C-terminal telopeptide of type I collagen (CTX), or the CTX/OC ratio, are associated with scintig...
Return to riding after open reduction internal fixation of acute clavicle fractures in professional horse jockeys.
Journal of shoulder and elbow surgery    September 18, 2026   S1058-2746(26)00567-7 doi: 10.1016/j.jse.2026.09.003
Rowse JC, Faulkner H, Hermans D, Duckworth DG.High-velocity, traumatic fracture of the clavicle is one of the most common injuries suffered by professional horse jockeys. Operative fixation represents the mainstay of treatment in this cohort. Despite this, there remains a paucity of evidence to guide post-operative recovery and time to return to riding. Accordingly, the aim of the present study was to establish the safety and efficacy of open reduction internal fixation (ORIF) of acute clavicle fractures in professional horse jockeys. Methods: A prospectively maintained database was used to retrospectively identify professional horse jock...
Correlation of 2D Linear and 3D Volumetric Measurement Techniques for Subchondral Bone Sclerosis in the Equine Distal Limb Using Standing Computed Tomography. Trainor AC, Ahern BJ, Strounina EV, Pauwels FE, Young AC.Subchondral bone sclerosis of the distal third palmar/plantar metacarpal/metatarsal condyles is a common radiographic finding in Thoroughbred racehorses. Traditionally, assessment has relied on two-dimensional (2D) linear measurements; however, advances in imaging software now allow three-dimensional (3D) volumetric quantification of subchondral bone. This study aimed to assess the relationship and agreement between computed tomography (CT)-derived 2D linear and volumetric measurements of condylar sclerosis and computer-generated 3D volumetric measurements and determine whether 2D measurements...
Improving sport horse selection using machine learning: Early prediction of elite-level show jumping performance.
PloS one    September 15, 2026   Volume 21, Issue 9 e0357799 doi: 10.1371/journal.pone.0357799
Zanchi M, Bordin C, Ablondi M, Asti V, Summer A, Valle E, Ozella L.Early identification of sport potential in show jumping horses remains challenging because competition outcomes vary widely, and elite-level performance develops after considerable time. In this study, we evaluated the applicability of machine learning approaches to competition records from horses identified through FEI participation, complemented by national-level records from Sweden, Belgium and France, with the aim of identifying horses likely to reach elite performance. Performance data from Fédération Équestre Internationale (FEI) competitions were analysed using an Extreme Gradient Bo...
Genome-wide exploration of coat color-associated loci in Hokkaido Native Horses, with a novel locus implicated in the roan phenotype.
Journal of equine science    September 15, 2026   Volume 37, Issue 3 85-94 doi: 10.1294/jes.37.85
Tanaka R, Kasuga H, Kawai M, Shirai K, Amano T.Genes and loci regulating horse coat color have been investigated in many breeds, but their associations with the 16 coat colors of the Hokkaido Native Horse (HKD) remain unknown. HKDs were classified according to coat-color groups based on pedigree-recorded coat color, and genome-wide association (GWA) analyses were performed. Except for gray and roan, a clear single signal corresponding to the known locus was obtained for each coat color, suggesting that the reported loci are the primary causes of these coat colors. Because gray and roan are difficult to distinguish visually and may therefor...
Cyathostomin species richness and alpha diversity at egg reappearance following fecal egg count-based selective ivermectin treatment.
Veterinary parasitology    September 10, 2026   Volume 348 110923 doi: 10.1016/j.vetpar.2026.110923
Halvarsson P, Hedberg-Alm Y, Tydén E.Cyathostomin nematodes are ubiquitous in grazing horses. The overuse of anthelmintics has led to increasing problems with drug resistance to benzimidazoles and pyrantel. Although macrocyclic lactones (ML), such as ivermectin, generally retain the highest efficacy, reduced ML efficacy has increasingly been reported. A shortened egg reappearance period (ERP) is frequently used as an indicator of reduced susceptibility. However, the species-specific response dynamics after ivermectin treatment are inadequately characterized in cyathostomins. The objective of this study was to compare the cyathost...
Influence of Manual Double-Spin Preparation Protocols on the Cellular and Growth Factor Composition of Equine Platelet-Rich Plasma.
Animals : an open access journal from MDPI    September 8, 2026   Volume 16, Issue 18 2824 doi: 10.3390/ani16182824
Del Rincon A, Duggan MJS, Baltrimaite M, O'Kane A, O'Leary JM, Brama PAJ, Kearney C.This prospective, randomised, ex vivo study investigated the effects of manual double-spin centrifugation protocols on the cellular and growth factor composition of equine platelet-rich plasma (PRP). Blood from 20 healthy horses was evaluated in two phases. In Phase A (n = 10), nine first-spin protocols were compared, and two were selected based on platelet enrichment and leukocyte reduction. In Phase B (n = 10), these were combined with nine second-spin conditions, generating 18 PRP preparations. Platelet (PLT), leukocyte (WBC) and erythrocyte (RBC) concentrations and PDGF-BB and TGF-β conce...
Morphological Characterization of Turkish Ambling Horses.
Animals : an open access journal from MDPI    September 8, 2026   Volume 16, Issue 18 2813 doi: 10.3390/ani16182813
Bayramoğlu B, Tuna YT.Morphometric information on ambling horses raised in Türkiye remains limited. This study aimed to characterize the morphometric traits of ambling horses according to breeding origin, age, and sex and to provide baseline phenotypic information on the studied population. A total of 102 naturally ambling horses were evaluated, including indigenous horses raised in Bursa ( = 28), indigenous horses raised in Nazilli, Aydın Province ( = 65), and Afghan-origin horses raised in Bursa ( = 9). Morphometric measurements of the head, body, and limbs were recorded, and the effects of breeding origin, age...
Electrocardiographic recording in horses at rest: a concordance analysis of two methods.
Veterinary research communications    September 1, 2026   Volume 50, Issue 6 545 doi: 10.1007/s11259-026-11486-9
Cardiac arrhythmias are frequently detected during routine auscultation in athletic horses. Assessment of their clinical significance requires electrocardiography (ECG) to analyze waveforms and intervals. In recent years, portable ECG devices have been introduced to simplify electrocardiographic examination, offering advantages such as ease of use and the ability to review results via a smartphone. This study evaluated the utility and accuracy of a portable ECG device compared with a standard electrocardiograph. Simultaneous ECG recordings were obtained from 28 healthy adult horses at rest usi...
Agreement between invasive and oscillometric blood pressure measurements during controlled haemorrhage in anaesthetised horses.
Equine veterinary journal    August 31, 2026   doi: 10.1002/evj.70324
Hickey C, Guedes A, Byrne J, Hatschbach E, Walters B, Rendahl A, Tearney C.Defining the reliability of oscillometry (NIBP) for measuring mean arterial pressure (MAP) during normotension and hypovolaemic hypotension could help with cardiovascular monitoring and management in horses anaesthetised in dorsal recumbency. Objective: To assess agreement between NIBP and invasive MAP during normotension and hypovolaemic hypotension in dorsally-recumbent, anaesthetised horses. Methods: Prospective experimental study using 11 horses. Methods: Under isoflurane anaesthesia, blood was removed at 5 mL/kg bwt increments up to 25 mL/kg bwt and returned in a similar fashion. Pair...
Intraoperative Mechanical Power and Post-Anesthetic Respiratory Outcomes in Horses: A Retrospective Cohort Study.
Journal of equine veterinary science    August 25, 2026   106135 doi: 10.1016/j.jevs.2026.106135
Lutvikadic I, Hopster K, Watkins AR.Mechanical power (MP) represents the ventilatory-delivered energy to the respiratory system, integrating multiple variables into a single parameter. It has been linked to ventilator-induced lung injury and post-ventilation complications in human medicine, while clinical relevance in equine anesthesia remains insufficient. Objective: To evaluate the association between intraoperative mechanical power and postoperative respiratory outcomes in horses undergoing inhalant anesthesia. Methods: This retrospective cohort study analyzed anesthesia records from 843 adult horses anesthetized between 2023...
Effect of sample storage on pH-value in equine faeces.
Translational animal science    August 25, 2026   Volume 10 txag131 doi: 10.1093/tas/txag131
Lindroth KM, Müller CE.Measurements of pH-value in equine faeces are often performed in studies on nutrition and health in horses, but a standard protocol for it is lacking despite the knowledge that different sample handling may affect the pH-value. Sample handling prior to pH-measurement is often determined by practical settings and has been reported to vary in published studies within the area. The purpose of the current study was therefore to investigate the influence of different combinations of storage time and temperature on the pH-value in equine faecal samples in comparison to immediate pH-measurement at de...
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