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.
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
No abstract available
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...
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...
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...
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 sever...
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...
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...
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...
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...
Equine lameness detection and monitoring during diagnostic anaesthesia with an instrumented hoof boot.
Veterinary journal (London, England : 1997)    February 25, 2026   Volume 317 106614 doi: 10.1016/j.tvjl.2026.106614
Keller J, Hassenstein MJ, Jung K, Geburek F.Ground reaction forces are accepted as gold standard for objective assessment of weightbearing lameness but measurements at the hoof are limited to experimental devices. This study aimed to evaluate whether innovative instrumented hoof boots (IHBs) could detect and monitor lameness in horses during diagnostic anaesthesia. Twenty-six horses referred for lameness examination (15 front limbs, 17 hindlimbs) were equipped with IHBs and body mounted inertial sensors. Data were collected simultaneously before and after diagnostic anaesthesia until objectively considered positive. Recorded IHB data i...
A topographic analysis of skin thickness in horses.
Veterinary research communications    February 25, 2026   Volume 50, Issue 3 170 doi: 10.1007/s11259-026-11124-4
Hmb O, L W, M V, Jm W, Ct F.A systematic study of regional skin thickness in different types of horses has not yet been described. Knowledge about regional skin thickness has long been used in human medicine to optimise wound care and skin grafting outcomes and similar knowledge could prove useful in equine wound management. The objective of the current study was to report the topographical variation in skin thickness of Warmblood (WB) and Coldblood (CB) type horses and to compare different methods for measuring skin thickness. Horses free of skin conditions and euthanised for reasons unrelated to this study were include...
Machine learning-based prediction and quantification of OCD surgery and pedigree effects on racehorse performance.
Veterinary journal (London, England : 1997)    February 21, 2026   Volume 316 106607 doi: 10.1016/j.tvjl.2026.106607
An SJ, Sohn Y, Forbes E, Ryu SH.Osteochondritis dissecans (OCD) is a common developmental orthopedic condition in Thoroughbred racehorses and although arthroscopic surgery is widely used for treatment, its long-term effects on race performance remain unclear. This retrospective study evaluated the effect of OCD surgery on race performance, compared the predictive power of pedigree and management variables and applied interpretable machine learning methods for forecasting race performance outcomes. Data were collected from 75 Thoroughbreds that underwent OCD surgery between 2015 and 2017 and 257 maternal siblings without reco...
Variation of surface properties over ten consecutive days of Chuckwagon racing on a dirt racetrack.
Journal of equine veterinary science    February 21, 2026   Volume 160 105817 doi: 10.1016/j.jevs.2026.105817
Pfau T, Weller R, Peterson ML, Davis BL, Alamo KG, Eamon CM, Chan ZYS.Chuckwagon races are conducted on dedicated tracks with an "infield" used for rodeo activities and a "track" used for racing. Thoroughbred horses (4 per wagon) first navigate a Chuckwagon in a figure eight maneuver around two barrels in the "infield" before galloping around the "track" and finishing the race in the "infield". Objective: Quantify surface properties (and their association with moisture content) for "track" and "infield". We hypothesized that, due to different preparation, property differences would be larger between "track" and "infield" than across consecutive days and surface ...
Effect of feeder style on intake rate of equine concentrates.
Journal of equine veterinary science    February 19, 2026   Volume 159 105811 doi: 10.1016/j.jevs.2026.105811
O'Reilly K, Aldworth-Yang S, Catalano DN.There are many different concentrate feeders available to horse owners, but little data exists on feeder effect of equine intake rate. Rapid consumption ("bolting") is associated with issues such as esophageal obstruction. Objective: The objective of this study was to evaluate three common concentrate feeders on intake rate. We hypothesized horses would have the slowest intake rate when fed from the trough. Methods: Four geldings were fed 0.454 kg of concentrate from a pan on the ground (P), shallow trough (T), or hanging feeder (H). Horses were randomly assigned a first feeder and then rotate...
The neutrophil-to-lymphocyte ratio is associated with disease severity and infectious etiologies of colitis in horses presenting with acute colitis.
American journal of veterinary research    February 18, 2026   1-9 doi: 10.2460/ajvr.25.12.0447
Samuels AN, Collins N, Albrecht M, Cuming R, Reed S, Gomez D, Toribio R.To evaluate associations between the neutrophil-to-lymphocyte ratio (NLR), nonsurvival, illness severity, and infectious etiologies. Unassigned: This was a retrospective multicenter study that included 100 healthy horses and 444 horses presenting with acute diarrhea to 5 equine referral hospitals. Inclusion criteria were diarrhea duration < 48 hours, complete hemograms, and outcome data. Illness severity was assessed using systemic inflammatory response syndrome. The results of pathogen testing for Salmonella spp, equine coronavirus, Clostridium spp, and Neorickettsia risticii/findlayensis ...
Equine dental destructive disorders: an epidemiological survey in northern Germany.
Frontiers in veterinary science    February 17, 2026   Volume 13 1706621 doi: 10.3389/fvets.2026.1706621
Häussling MPP, Steinberg T, Büttner K, Hannig C, Hannig M, Lemke L, Zierau O, Staszyk C.Destructive lesions of the peripheral and infundibular cementum are increasingly recognized in equine dentistry. While similarities to human caries have been noted, current evidence does not conclusively support this classification. This study aims to assess the prevalence, distribution, and potential risk factors associated with these lesions in a defined horse population. Unassigned: A total of 114 horses from northern Germany underwent standardized oral examination between 2021 and 2023. Clinical data on peripheral and infundibular lesions, diastemata, and influencing factors such as age an...
Thoroughbred Geldings’ Career: Influence of Age at the Start of Training and Racing.
Animals : an open access journal from MDPI    February 12, 2026   Volume 16, Issue 4 576 doi: 10.3390/ani16040576
Hein M, Volkmann N, Probst J, Kemper N, Venner M.This retrospective report investigated whether starting racehorses' training and racing early is associated with a less successful and a shorter racing career. The data of 600 Thoroughbred racehorses from the German Racehorse Association's archiving programme were evaluated. The horses were classified into three groups regarding their different ages when starting training and racing: early training (16-24 months old)/early racing (two years old); early training/late racing (>two years old); and late training (25-30 months). Statistical models investigated effects on the horses' length of caree...
Comparison of two doses of lidocaine constant rate infusion on cardiopulmonary function and recovery in isoflurane-anesthetized horses.
Veterinary anaesthesia and analgesia    February 11, 2026   Volume 53, Issue 3 101202 doi: 10.1016/j.vaa.2026.101202
Henderson AR, Valverde A, Côté N, Sanchez A, Arroyo LG, Gu Y, Johnson R.To compare cardiopulmonary variables and recovery scores in isoflurane-anesthetized horses undergoing arthroscopy using two different intravenous (IV) lidocaine constant rate infusions (CRIs; 50 or 100 μg kg minute) under intermittent positive pressure ventilation (IPPV) or spontaneous ventilation (SV). Methods: Prospective, randomized, clinical study. Methods: A group of 30 client-owned horses, 8-156 months old (range), with body masses of 280-550 kg. Methods: Anesthesia protocol consisted of xylazine, ketamine and diazepam, and maintenance with isoflurane and a CRI of dexmedetomidine. All g...
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