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.
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...
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...
Hormonal, clinical, and survival outcomes in horses and ponies diagnosed with pituitary pars intermedia dysfunction in primary care practice.
Journal of veterinary internal medicine    August 21, 2026   Volume 40, Issue 4 aalag166 doi: 10.1093/jvimsj/aalag166
Stapley E, Lowndes C, Inanc E, Gillespie-Harmon C, Waxman S, Farr A, van Eps A, Bertin FR.Variables associated with hormonal, clinical, and survival outcomes of equids with pituitary pars intermedia dysfunction (PPID) are incompletely investigated. Objective: Evaluate the effect of initial hormone concentrations, clinical signs, treatment, and owner-related variables on outcomes in horses and ponies with PPID. Methods: Medical records from 213 horses and ponies diagnosed with PPID by 2 university-based primary care practices. Methods: Analytical observational cohort study. Variables associated with adrenocorticotropic hormone normalization, clinical improvement, and survival after ...
Epidemiological study of strongyle infections in equines in Egypt: prevalence and risk factors.
Frontiers in veterinary science    August 19, 2026   Volume 13 1901312 doi: 10.3389/fvets.2026.1901312
Selim A, Marzok M, Gattan HS, Alruhaili MH, Ismail H, Almubarak AI, Hereba AM.Equine strongylosis is one of the most prevalent gastrointestinal parasitic diseases affecting horses and donkeys worldwide, leading to reduced health, productivity, and working performance. This study aimed to determine the prevalence of gastrointestinal strongyle infection and identify associated risk factors among equines in three Egyptian governorates. Unassigned: A cross-sectional study was conducted on 540 horses and donkeys. Fresh fecal samples were collected and examined using the magnesium sulfate flotation technique for the detection of strongyle eggs. Associations between infection ...
Genetic parameter estimation of novel international show-jumping indicators in horses.
Veterinary and animal science    August 19, 2026   Volume 33 100829 doi: 10.1016/j.vas.2026.100829
Ablondi M, Danese T, Moretti R, Asti V, Ozella L, Sabbioni A, Valle E, Summer A.Genetic improvement of show-jumping competition results has a clear breeding goal which is to produce horses that can repeatedly clear technically demanding courses at maximum height, resulting in placement results. However, how to achieve this, and thus how to accurately choose breeding candidates, is far from straightforward due to the heterogeneity of competition outcomes. In this study, we analyzed Fédération Équestre Internationale (FEI) competition records from 19,232 horses together with pedigree data to evaluate novel phenotypes suitable for international genetic evaluations. Tradit...
First-time description of MHC diversity in Straight Egyptian Arabian horses using immune-linked microsatellite markers.
Frontiers in immunology    August 17, 2026   Volume 17 1859977 doi: 10.3389/fimmu.2026.1859977
Alkhamees ASA, Cavalleri JV, Hammer SE.Understanding the immunogenetic structure of the major histocompatibility complex (MHC) in Arabian horses helps to clarify the population health structure-related phenotypes of this historically influential breed. Straight Egyptian (SE) Arabian horses, which fall under , are of global value but are limited in number, raising concerns about their distribution and the genetic diversity associated with immunity. In this study, we examined 57 Egyptian Arabian horses from two breeding programs: one in Germany (AR-DE) and the other in Qatar (AR-QA). Sixteen polymorphic intra-MHC microsatellite marke...
Pharmacokinetic/Pharmacodynamic Analysis of Quinidine-Induced Dominant Frequency Reduction in Thoroughbred Horses With Atrial Fibrillation.
Journal of veterinary pharmacology and therapeutics    August 13, 2026   doi: 10.1111/jvp.70103
Kuroda T, Minamijima Y, Takahashi Y, Ebisuda Y, Yoshida K, Ishikawa H, Ishihara KI, Mita H, Nomura M, Nukada T, Ishikawa Y.Quinidine has long been used for the pharmacological treatment of atrial fibrillation (AF) in horses; however, the plasma concentration required for conversion to sinus rhythm remains unclear. Dominant frequency (DF), derived from surface electrocardiograms, reflects atrial activation rate during AF. This study aimed to quantify the relationship between plasma quinidine concentration and DF using a pharmacokinetic/pharmacodynamic (PK/PD) approach. Ten Thoroughbred horses with naturally occurring AF received quinidine sulfate via a nasogastric tube. Plasma quinidine concentrations and DF values...
Extreme male reproductive skew limits effective population size in American Standardbred horses.
The Journal of heredity    August 13, 2026   esag062 doi: 10.1093/jhered/esag062
Waples RS, Khanshour AM, Cothran EG.Standardbred horses are widely used for harness racing in North America, Europe, Australia, and New Zealand. In the U.S., two gaits (Pacers and Trotters) are genetically differentiated at a level typical for different horse breeds. We used the complete pedigree for all registered American Standardbred foals born 1970-2014 (>200 K Trotters and > 500 K Pacers) to calculate annual and lifetime reproductive skew and its consequences for the effective number of breeders per year (Nb) and effective size per generation (Ne). With rare exceptions, females can only produce 0 or 1 foal per year, w...
Quantitative Bone Scintigraphic Follow-Up After a 2-Month Cross-Training Program Including Swimming in Showjumping Horses with Back and Neck Pain.
Animals : an open access journal from MDPI    August 13, 2026   Volume 16, Issue 16 2526 doi: 10.3390/ani16162526
Prémont A, Moiroud C, Jacquet S, Beaumont A, Bertoni L, Chateau H, Audigié F.To quantitatively describe changes in skeletal radiopharmaceutical uptake during a training program including swimming in horses with neck and back pain, eighteen showjumping horses with documented vertebral lesions were prospectively included in a training program composed of 4 weeks of ridden work and then 8 weeks combining swimming and ridden exercise. Previously published data on this cohort did not demonstrate any clear change in thoracolumbar mobility. Bone scintigraphy was performed at the 4th and 12th weeks. Radiopharmaceutical uptake was quantified in 205 regions of interest (ROIs) an...
Characterization of Lipizzan Horse Population From Lipica Stud Using Molecular and Pedigree Data.
Animal genetics    August 12, 2026   Volume 57, Issue 4 e70182 doi: 10.1002/age.70182
Ferme T, Zorc M, Cotman M, Mesarič M, Dovč P.In this study, we analysed genetic diversity, population structure and inbreeding in the Lipica Stud Farm population by integrating pedigree records, microsatellite (STR) and genome-wide SNP data generated using the GGP Equine 70K BeadChip. The dataset comprised 233 horses from the Lipica Stud Farm, which served as the reference population for comparisons of diversity estimates based on pedigree-, STR- and SNP data. The STR data were originally generated for routine parentage verification and were included here to compare inbreeding estimates based on pedigree, STR and genome-wide SNP data. Pe...
Inter- and intra-rater reliability of linear scoring in warmblood breeding.
Journal of equine veterinary science    August 10, 2026   106107 doi: 10.1016/j.jevs.2026.106107
Weigt A, Brockmann A, Tetens J, Schmitt AO.Reliable phenotypes are essential for successful animal breeding programmes. Subjective phenotypic assessment may lead to under- or overestimation of heritability estimates and thereby affect the power of genome-based analyses. In Warmblood horses, conformation traits are commonly assessed using linear scoring, but its reliability has not been sufficiently quantified. Objective: In this study, we investigated inter- and intra-rater reliability of linear scoring of conformation traits in German warmblood horses. Methods: Professional equine breeding experts (e.g. breeding judges) completed an o...
Cycle length variation assists in differentiation of atrial, ventricular, and sinus arrhythmias in horses at rest.
Journal of the American Veterinary Medical Association    August 7, 2026   1-9 doi: 10.2460/javma.26.04.0253
Williams Louie E, Suter B, Schwarzwald CC, Mitchell KJ.Criteria for arrhythmia classification in horses are insufficient, particularly when differentiating atrial premature complexes (APCs) from sinus arrhythmia (SA). This study investigated RR and PP interval changes between SA, APCs, and ventricular premature complexes (VPCs). Unassigned: 30 resting ECGs were reviewed: 10 each containing SA, APC, and VPC. Sequences of 10 RR and PP intervals were recorded for each arrhythmia (20 events/ECG). Percent RR and PP deviations were calculated (1) between sequential intervals (%ΔSEQPP and %ΔSEQRR, respectively) and (2) compared to averaged baseline int...
Exploring the postpartum period in mares: hormonal dynamics and ovarian activity under physiological and pathological conditions.
Theriogenology    August 7, 2026   Volume 266 118126 doi: 10.1016/j.theriogenology.2026.118126
Perina F, Lanci A, Fanelli D, Maltinti S, di Caporiacco L, Castagnetti C, Mariella J.The aims of the study were to evaluate factors influencing the resumption of postpartum ovarian activity and to compare hormone concentrations among mares with physiological/pathological postpartum period and cyclic non-lactating mares. Follicular dynamics were monitored ultrasonographically in 38 postpartum mares from foaling or admission (Tpp/Ta) every other day until the emergence of a dominant follicle (Td), then daily until ovulation (To). Blood samples were collected at Tpp/Ta, Td, and To in postpartum mares and at Td and To in cyclic mares to determine serum estradiol, progesterone, lep...
Four Haylages, One Metabonome: Defining Diet Driven Metabolic Shifts in Ponies.
Journal of animal physiology and animal nutrition    August 6, 2026   doi: 10.1111/jpn.70099
Moore-Colyer M, Harris P, Daniels S.Haylage is widely fed to all categories of stabled horses across Europe and New Zealand. Haylage can vary from high energy nutrient dense forage to low energy highly fibrous fodder, yet little is known about the impact different haylages have on metabolism in horses. This study provides the first direct comparison of feeding four different haylages: early cut (Lolium multiflorum), later cut (Lolium perenne) rye grass (R1 and R2); early and late cut meadow grass (M1 and M2), on urinary and faecal metabonomics, in ponies at maintenance. Using replicated Latin Square design, eight individually ho...
Implications of dominance deviations for reproductive and morphological traits in the genetic management of the Pura Raza Española horse.
Genetics, selection, evolution : GSE    August 5, 2026   Volume 58, Issue 1 59 doi: 10.1186/s12711-026-01075-4
Perdomo-González DI, Valera M, Molina A, Azor P, Sánchez JP.Dominance is a non-additive genetic effect involving allele interaction at the same locus. In animal breeding, it has often been ignored due to its complexity and the low accuracy of pedigree-based estimates. This study analysed dominance variance components for reproductive traits [age at first foaling (AFF), reproductive efficiency (RE), interval between first and second foaling (I12)] and morphological traits [scapulo-ischial length (SIL), dorsal sternal diameter (DSD), knee circumference (KC)] in Pura Raza Española (PRE) mares. The aim was to assess the magnitude of dominance effects acro...
Seroprevalence, risk factors and hematological parameters associated with Equine Infectious Anemia from Casanare, Colombia.
Journal of equine veterinary science    August 3, 2026   106108 doi: 10.1016/j.jevs.2026.106108
Puentes MMM, Guzman YL, Torreglosa JCT, Isaza PAL, Guzman-Barragán BL.Equine infectious anemia (EIA) is a persistent lentiviral disease with important sanitary and economic implications in tropical regions; however, epidemiological information in Colombia remains limited. Objective: To estimate seroprevalence, identify risk factors, and evaluate hematological alterations associated with EIA in horses from Casanare, Colombia. Methods: A cross-sectional study including 1,228 horses from 204 production units across 121 rural districts. Serological diagnosis was performed using agar gel immunodiffusion. Demographic and management data were obtained through an epidem...
Body Condition, Metabolic Parameters and Semen Traits in Purebred Spanish Horses.
Animals : an open access journal from MDPI    August 1, 2026   Volume 16, Issue 15 2347 doi: 10.3390/ani16152347
Latorre N, Gómez-Cuétara C, Cañizares E, Crespo F, Pérez-Aguilera V, Laborda-Gomariz JÁ, Soler AJ, Sanchez-Rodriguez A, Roldan ERS.The growing relevance of the Purebred Spanish horse has driven the extensive use of assisted reproductive technologies to preserve elite stallion genetics. Optimal reproductive performance is intrinsically linked to systemic health and high semen quality. This study aimed to evaluate the impact of body condition on the stallion's metabolic and endocrine profiles and their seminal parameters. Semen and blood samples were collected from 26 stallions (February-May in 2024-2025) whose body condition score (BCS) was assessed using the Henneke scale. They were classified into two groups, low BCS wit...
Seasonal modulation of platelet indices in mares.
Chronobiology international    July 31, 2026   1-12 doi: 10.1080/07420528.2026.2710242
Satué K, La Fauci D, Colomer-Selva R, Cravana C, Fazio E.Platelet indices provide valuable information on platelet activation, heterogeneity, and production kinetics, yet their physiological variability remains poorly characterized in horses. Although seasonal changes in platelet count have been described, the seasonal modulation of derived platelet indices in mares remains poorly understood. The aim of this study was to evaluate the seasonal variation of platelet count and derived platelet indices in clinically healthy mares from the Valencia region (Spain), and to assess their interrelationships. Forty clinically healthy Spanish Purebred mares (6-...
How obstacle approach shapes rider biomechanics: Changes in kinematics, rein tension and stirrup forces during canter.
Journal of biomechanics    July 30, 2026   Volume 206 113499 doi: 10.1016/j.jbiomech.2026.113499
Regnault N, Olivier A, Pycik E, Bideau N.Show jumping performance depends on the rider's ability to regulate the horse-rider system while maintaining postural stability under dynamic constraints. Although rider biomechanics has been investigated in various equestrian contexts, integrated analyses combining 3D kinematics with rein and stirrup kinetics during jump-approach remain limited. This study aimed to analyse how approaching an obstacle changes a rider's control strategies by comparing sitting canter, two-point canter in straight line without obstacle and jump-approach canter (defined here as the five strides before obstacle) in...
Effect of neonatal rib fracture repair on racing and sales performance in Thoroughbreds.
Equine veterinary journal    July 28, 2026   doi: 10.1002/evj.70218
Young LM, Courtney ER, Freeland RB.The racing outcome of horses that have undergone surgical repair of neonatal rib fractures is not well documented. Objective: To evaluate the impact of surgical repair of neonatal rib fractures on subsequent sales and racing performance in Thoroughbreds. Methods: Retrospective cohort study. Methods: Medical records of neonatal Thoroughbreds that underwent surgical repair of rib fractures at a referral hospital between 2014 and 2025 were reviewed. Sales and racing data were obtained from publicly available databases. Outcomes assessed included sale price at weanling and yearling sales, total ca...
Risk factors for horse falls in British jump racing (2010-2023).
Equine veterinary journal    July 27, 2026   doi: 10.1002/evj.70215
Allen SE, Taylor S, Given J, Verheyen KLP.Horse falls are an important safety and welfare concern in jump racing, as they are associated with an increased risk of equine fatality and injury, as well as jockey injury. Objective: To identify risk factors for horse falls in British jump racing. Methods: Retrospective cohort. Methods: All jump race starts made on British racecourses between January 2010 and April 2023 were considered. Available horse, race, racecourse, trainer and jockey data were collated and combined with faller data recorded in official databases. Horses that were 'brought down' by another horse were not considered a f...
A Global Structural Variation Map Reveals Novel Variants for Body Conformation and Racing Ability in Horses.
Genomics, proteomics & bioinformatics    July 27, 2026   qzag071 doi: 10.1093/gpbjnl/qzag071
Gong Y, Liu X, Zheng Z, Zeng S, Zhang Y, Pu Y, Pan J, Ma Y, Jiang L.The selection of horses has been instrumental in shaping long-range mobility, advancing warfare strategies, and diversifying equine phenotypes. However, the structural variants (SVs) favored by this process remain largely unexplored. Utilizing high-fidelity Pacific Biosciences sequencing, we assembled three high-quality horse genomes, incorporating 237 Mb (9.48%) of novel sequences relative to the existing reference genome. These assemblies achieved an average Benchmarking Universal Single-Copy Orthologs completeness of 95.1%. By employing a graph-based approach, we genotyped 23,163 high-con...
SURVIVAL ON THE MARGINS: NICHE PARTITIONING AND DENSITY-DEPENDENT SPATIAL DISTRIBUTION OF EQUINE CYATHOSTOMINS.
The Journal of parasitology    July 27, 2026   Volume 112, Issue 4 426-434 doi: 10.1645/26-35
Ripley NE, Gravatte HS, Reinemeyer CR, Nielsen MK.Habitat preferences of gastrointestinal nematodes are well-documented in small hosts, but equine cyathostomin diversity has largely been characterized only at farm or regional levels. While organ-level site preferences are known, within-organ spatial distributions remain unexplored. We investigated the longitudinal and radial distribution of adult cyathostomins within the large-intestinal lumen. Intact large intestines from 5 Shetland ponies were frozen post-necropsy and transected into 4-cm sections. Three micro-habitat samples (2.5 cm diameter) were collected per section. We recovered 2,444 ...
Phenotypic Definition Influences Genetic Inference and Predictive Ability for Reining Performance in Quarter Horses Using Random Regression Models.
Animal science journal = Nihon chikusan Gakkaiho    July 23, 2026   Volume 97, Issue 1 e70223 doi: 10.1111/asj.70223
Santana ML, Bignardi AB.Reining performance is influenced by subjectivity and competition structure, challenging genetic evaluation. This study estimated genetic parameters for reining performance in Brazilian Quarter Horses using random regression models (RRM) and evaluated how alternative phenotypic definitions affect genetic inference and predictive ability. A dataset comprising 21,165 longitudinal records from 1603 horses was analyzed, comparing within-group rank (RANK) and Blom-transformed rank (BLOM). Model comparison indicated that cubic RRM provided the best fit for both phenotypes. Heritability estimates wer...
Evaluation of an Immunoturbidometric Assay for Measurement of Total Adiponectin Concentration in Equine Serum Samples.
Veterinary clinical pathology    July 22, 2026   doi: 10.1111/vcp.70118
Nolen-Walston RD, Lowndes CR, Kulp JC, Luethy D, Stefanovski D, Van Eps AW.Total adiponectin (TA) is a marker of metabolic health in equids, with values below a critical decision point of < 7.9 μg/mL conferring increased risk of laminitis. Objective: To evaluate an IT assay to measure serum [TA] in equids and to assess its correlation with [high molecular weight adiponectin] (HMWA) measured by ELISA. Methods: Total serum adiponectin concentrations from 207 adult horses were measured using both an IT assay for TA and HMWA using a previously validated ELISA assay. Data were analyzed using Spearman correlation and Passing-Bablok regression. Intra- and inter-assa...
Phenotypic and genetic factors that affect the likelihood of Standardbred foals achieving a race start.
Scientific reports    July 20, 2026   doi: 10.1038/s41598-026-63159-x
Tanner JC, Beatson PR, Hickford JGH, Barrell GK.This study was conducted to quantify the probability of a Standardbred foal attaining early career milestones and to estimate some environmental and genetic factors that influence achievement of those milestones. Data for all Standardbred foals registered at birth in New Zealand from 1995 to 2018 were used to estimate variance components and fixed effects influencing attainment of three early-career traits; registered with trainer (REG), starting in a trial (TRIAL) and starting in a race (RACE). The study population comprised 65,256 foals. Of these, 65.5% attained REG, 55.4% progressed to TRIA...
Global distribution of cattle, horses, goats, sheep and buffaloes at 1 km resolution for 2000-2022 based on subnational census data and spatiotemporal machine learning.
PeerJ    July 17, 2026   Volume 14 e21494 doi: 10.7717/peerj.21494
Parente L, Ehrmann S, Hengl T, Fritz S, Bonannella C, Malek Ž, Gonzalez Fischer C, Perez K, Stanimirova R, Meyer C, Wisser D, Cinardi G, Sloat L.The article describes the production and evaluation of annual livestock densities and headcounts of cattle, horses, sheep, goats and buffaloes (including 95% probability prediction intervals) at 1 km spatial resolution for the 2000-2022 period using spatiotemporal machine learning. A compilation of subnational livestock census data has been imported, harmonized and used as reference data (55,336 census polygons and 939,257 individual data entries; covering 147 countries) to build predictive models. A large stack of multi-source harmonized raster data sets (128 individual layers) were used as f...
1 2 3 34