Analyze Diet

Topic:Regression Analysis

Regression analysis is a statistical method used to examine the relationship between variables, often employed to predict outcomes or understand associations in equine studies. In the context of horses, regression analysis can be applied to a variety of research areas, including performance metrics, health parameters, and genetic traits. By analyzing data, researchers can identify patterns or correlations that may inform breeding decisions, training regimens, or health interventions. This page compiles peer-reviewed research studies and scholarly articles that explore the application of regression analysis in equine research, focusing on methodologies, findings, and implications for horse management and care.
Warm Season Turfgrass Equine Sports Surfaces: An Experimental Comparison of the Independence of Simple Measurements Used for Surface Characterization.
Animals : an open access journal from MDPI    February 23, 2023   Volume 13, Issue 5 811 doi: 10.3390/ani13050811
Blanco MA, Di Rado FN, Peterson MM.Turfgrass in equine sports has clear advantages over other types of reinforcement but adds complexity to the management. This study investigates factors that influence the turfgrass' surface performance and how the use of a drainage package and a geotextile reinforcement affect quantitative measurements of turfgrass. The measurements are made using affordable, lightweight testing tools that are readily available or easily constructed. Eight boxes with turfgrass over a mix of the arena with peat at a consistent depth were tested for volumetric moisture content (VMC %) with time-domain reflectom...
Effects of forage phosphorous content on faecal phosphorous excretion and possible markers of low phosphorous intake in foals fed forage-only diets.
Journal of animal physiology and animal nutrition    February 18, 2023   Volume 107, Issue 4 1103-1109 doi: 10.1111/jpn.13809
Ögren G, Ragnarsson S, Jansson A.Knowledge of endogenous nutrient losses is important when estimating the nutrient requirements of animals. It has been suggested that faecal endogenous phosphorus (P) losses differ between growing and adult horses, but studies on foals are scarce. In addition, studies on foals on forage-only diets with different P contents are lacking. Thus this study: (1) assessed faecal endogenous P losses in foals fed a grass haylage-only diet close to or below estimated P requirements; (2) evaluated use of serum cross-linked carboxyterminal telopeptides of type-I collagen (CTx) as a marker of bone resorpti...
Judging the Arabian Beauty: What are the Relationships Between Different Scoring Categories?
Journal of equine veterinary science    February 10, 2023   Volume 123 104247 doi: 10.1016/j.jevs.2023.104247
Klecel W, Drobik-Czwarno W, Martyniuk E.Arabian show horses are well known for their exceptional beauty and elegance. The breed type, body conformation and movement are assessed during horse shows by licensed judges. The 5 judging categories are type, head and neck, body and topline, legs and movement, which are scored on a 20 point scale. It can be hypothesized that the scores in different categories are related to each other, and that the score for the most subjective type category depends on the scores for conformation categories. We analyzed 762 sets of average scores obtained by 583 unique horses at the World Championships. Cor...
Complications following diagnostic and therapeutic sacroiliac joint region injections in horses: A study describing clinicians’ experiences.
Equine veterinary journal    February 2, 2023   doi: 10.1111/evj.13929
Nagy A, Dyson S.There are no detailed data on complications of sacroiliac (SI) joint region injections or on the variability of the methods and circumstances of injections among clinicians. Objective: To describe complications following diagnostic, therapeutic and combined SI joint region injections and the details of how these are routinely performed by a large number of clinicians. Methods: Cross-sectional questionnaire survey. Methods: Clinicians (members of American and European specialist colleges and veterinarians known to the authors), invited by email, who had performed ≥1 SI joint region injection,...
Training drives turnover rates in racehorse proximal sesamoid bones.
Scientific reports    January 27, 2023   Volume 13, Issue 1 205 doi: 10.1038/s41598-022-26027-y
Shaffer SK, Stover SM, Fyhrie DP.Focal bone lesions are often found prior to clinically relevant stress-fractures. Lesions are characterized by low bone volume fraction, low mineral density, and high levels of microdamage and are hypothesized to develop when bone tissue cannot sufficiently respond to damaging loading. It is difficult to determine how exercise drives the formation of these lesions because bone responds to mechanical loading and repairs damage. In this study, we derive steady-state rate constants for a compartment model of bone turnover using morphometric data from fractured and non-fractured racehorse proximal...
The effect of cyanoacrylate on knot elongation in three sutures used for prosthetic laryngoplasty in the horse.
Veterinary surgery : VS    January 24, 2023   Volume 52, Issue 3 428-434 doi: 10.1111/vsu.13936
Watkins AR, Ford M, van Eps AW, Stefanovski D, Parente EJ.This study investigated the elongation following cyclic loading on square knots of 5 USP multifilament long-chain ultra-high molecular weight polyethylene core (UHMWPE), 2 mm woven UHMWPE tape, and 5 USP braided polyester, with and without cyanoacrylate glue. Methods: Experimental study. Methods: n = 4. Methods: Three conditions (suture without knot, suture with knot, suture with knot + cyanoacrylate) were evaluated for each suture material on a mechanical test stand by measuring the increased length of the construct after cycling from 25 to 50N for 1000 repetitions at 20 mm/second. Knot...
Comparison Between the Direct Method and Friedewald’s Formula for the Determination of Low-Density Lipoprotein Cholesterol Serum Levels in Horses.
Journal of equine veterinary science    January 24, 2023   Volume 122 104230 doi: 10.1016/j.jevs.2023.104230
Ribeiro RM, Ribeiro DDSF, Cota LO, Carvalho AM, Gobesso AAO, Faleiros RR.This study aimed to compare the use of enzymatic colorimetry and Friedewald's formula for the determination of LDL in horses. A total of 260 samples were used. Direct analysis was performed to determine low-density lipoprotein (LDL), high-density lipoprotein (HDL) cholesterol, triglycerides (TG), and total cholesterol (TC). The LDL level was calculated using the Friedewald equation (LDL= TC-HDL-TG/5). The correlations between the direct LDL analysis and the LDL calculated using the Friedewald formula were determined by Pearson's tests, and the coefficient of determination was also obtained by ...
Effect of Volumes of Solutions on Intraocular Pressure During Intravitreal Injection of Low Dose Gentamicin in Horses With Recurrent Uveitis: A Randomized Controlled Study.
Journal of equine veterinary science    January 17, 2023   Volume 122 104228 doi: 10.1016/j.jevs.2023.104228
Launois T, Hontoir F, Dugdale A, Dedieu M, Vandeweerd JM.Horses with recurrent uveitis can be treated by intravitreal injection of low dose gentamicin under sedation and after local anesthetic techniques including the retrobulbar nerve block. Since it is reported that retinal degeneration can be secondary to an acute increase of intraocular pressure (IOP), the current randomized controlled study was carried out in order to investigate the changes in IOP following retrobulbar anesthesia, with two different volumes of local anesthetic (lidocaine) solution (10 and 5 mL), and intravitreal injection of 6 mg gentamicin in two different volumes of solution...
Behavioral Signs Associated With Equine Cheek Tooth Findings.
Journal of equine veterinary science    December 23, 2022   Volume 121 104198 doi: 10.1016/j.jevs.2022.104198
Laukkanen T, Karma L, Virtala AM, Mykkänen A, Pehkonen J, Rossi H, Tuomola K, Raekallio M.Equine dental diseases are often underdiagnosed and their signs inadequately reported. Many horse owners have difficulties in recognizing pain-related behavioral signs and in associating them with dental pain. Our objective was to determine what type and degree of dental findings may cause behavioral signs associated with dental pain. In this cross-sectional study, dental examination was performed on 183 adult horses and cheek tooth findings were scored. Owners filled in an internet-based questionnaire including 35 questions concerning eating behavior, bit behavior, and general behavior of the...
Risk of anesthesia-related complications in draft horses: a retrospective, single-center analysis.
Veterinary anaesthesia and analgesia    December 11, 2022   Volume 50, Issue 2 157-162 doi: 10.1016/j.vaa.2022.12.002
O'Donovan KA, Aarnes TK, Hubbell JA, Parker EM, Mollenkopf D, Lerche P, Ricco Pereira CH, Bini G, Bednarski RM.To report anesthetic-related complications and determine risks associated with anesthesia in draft horses. Methods: Retrospective study. Methods: A total of 401 anesthetic records for draft horse breeds that underwent general anesthesia from January 2010 through December 2020 were reviewed; horses euthanized during general anesthesia were excluded. Methods: Demographics, perioperative drugs used, procedure type and duration, time to extubation, number of attempts to stand, use of sling in recovery and perioperative morbidity and mortality were investigated. Morbidity and mortality statistical ...
Does lesion type or severity predict outcome of therapy for horses with equine glandular gastric disease? – A retrospective study.
Veterinary medicine and science    December 10, 2022   Volume 9, Issue 1 150-157 doi: 10.1002/vms3.1034
Pratt SL, Bowen M, Hallowell GH, Shipman E, Bailey J, Redpath A.Equine glandular gastric disease (EGGD) is a common condition of the horse. Misoprostol is reported to be superior to oral omeprazole and sucralfate for treatment. Long-acting intramuscular injectable omeprazole (LAIOMEP) is a novel treatment shown to be effective in a small population. This study aimed to determine LAIOMEP efficacy compared to misoprostol and oral omeprazole and identify characteristics that predict treatment outcome. All horses that underwent gastroscopy between 2012 and 2019 were reviewed. Lesions were characterised by 4 blinded observers, all of whom are diplomates in equi...
Validation and method comparison for a point-of-care lateral flow assay measuring equine whole blood insulin concentrations. Berryhill EH, Urbina NS, Marton S, Vernau W, Alonso FH.The Wellness Ready Test (WRT) is a lateral flow, stall-side assay that measures equine insulin in whole blood and requires validation before recommending clinical use. We evaluated intra- and inter-assay precision and linearity and compared the WRT with a radioimmunoassay (RIA). Tested concentrations ranged from 695 pmol/L (100 μIU/mL). For 20 replicates at each insulin level, intra-assay CVs of the WRT for insulin were 13.3%, 12.9%, and 15.3% at low (139-278 pmol/L; 20-40 μIU/mL), intermediate (278-417 pmol/L; 40-60 μIU/mL), and high (>417  >60 μIU/mL) concentrations...
Global prevalence and risk factors of Cryptosporidium infection in Equus: A systematic review and meta-analysis.
Frontiers in cellular and infection microbiology    November 25, 2022   Volume 12 1072385 doi: 10.3389/fcimb.2022.1072385
Li XM, Geng HL, Wei YJ, Yan WL, Liu J, Wei XY, Zhang M, Wang XY, Zhang XX, Liu G.Cryptosporidiosis is a zoonotic disease caused by Cryptosporidium infection with the main symptom of diarrhea. The present study performed a metaanalysis to determine the global prevalence of Cryptosporidium in Equus animals. Unassigned: Data collection was carried out using Chinese National Knowledge Infrastructure (CNKI), VIP Chinese journal database (VIP), WanFang Data, PubMed, and ScienceDirect databases, with 35 articles published before 2021 being included in this systematic analysis. This study analyzed the research data through subgroup analysis and univariate regression analysis to re...
Determining Objective Parameters to Assess Gait Quality in Franches-Montagnes Horses for Ground Coverage and Over-Tracking – Part 2: At Trot.
Journal of equine veterinary science    November 20, 2022   Volume 120 104166 doi: 10.1016/j.jevs.2022.104166
Gmel AI, Haraldsdóttir EH, Bragança FMS, Cruz AM, Neuditschko M, Weishaupt MA.In gait quality assessments of horses, stride length (SL) is visually associated with spectacular movements of the front limbs, and described as ground coverage, while the movement of the hind limb under the body is supposedly essential to a longer over-tracking distance (OTD). To identify movement patterns with strong associations to SL and OTD, limb and body kinematics of 24 Franches-Montagnes (FM) stallions were measured with 3D optical motion capture (OMC) on a treadmill during an incremental speed test at trot (3.3-6.5 m/s). These measurements were correlated to the scores of ground cover...
Would the Cephalic Development in the Purebred Arabian Horse and Its Crosses Indicate a Paedomorphic Process?
Animals : an open access journal from MDPI    November 16, 2022   Volume 12, Issue 22 3168 doi: 10.3390/ani12223168
Salamanca-Carreño A, Parés-Casanova PM, Monroy-Ochoa NI, Vélez-Terranova M.This study examined paedomorphosis in PAH and F1 crossbreds. A sample of 99 horses was selected from 40 different breeders and consisted of three groups: stallions ( = 16), mares ( = 53), and geldings ( = 30), ranging from 10 months to 27 years in age. All horses presented a concave celloid lateral left head profile in the acquired photographic images. The hypothesis proposed in this study suggested the lateral profile of the head in juveniles was representational in the adult form due to the neonate's facial bones (part of the splanchnocranium) developing at a different rate to those of the s...
Radiomics Modeling of Catastrophic Proximal Sesamoid Bone Fractures in Thoroughbred Racehorses Using μCT.
Animals : an open access journal from MDPI    November 4, 2022   Volume 12, Issue 21 doi: 10.3390/ani12213033
Basran PS, McDonough S, Palmer S, Reesink HL.Proximal sesamoid bone (PSB) fractures are the most common musculoskeletal injury in race-horses. X-ray CT imaging can detect expressed radiological features in horses that experienced catastrophic fractures. Our objective was to assess whether expressed radiomic features in the PSBs of 50 horses can be used to develop machine learning models for predicting PSB fractures. The μCTs of intact contralateral PSBs from 50 horses, 30 of which suffered catastrophic fractures, and 20 controls were studied. From the 129 intact μCT images of PSBs, 102 radiomic features were computed using a variety of...
Postnatal Dynamics of Circulating Steroid Hormones in Mule and Equine Neonates.
Veterinary sciences    October 28, 2022   Volume 9, Issue 11 598 doi: 10.3390/vetsci9110598
Boakari YL, Legacki E, Alonso MA, Dos Santos ACF, Nichi M, Conley AJ, Fernandes CB.It is necessary to study hormonal patterns from mules to recognize alterations and neonatal maladaptation. Our objective was to evaluate concentrations of hormones in mule (n = 6) and equine foals (n = 6). Blood was collected at T0, 1, 6 and 12 h after birth. Hormone concentrations were evaluated using liquid chromatography tandem mass spectrometry. Effects of time, group and interactions and regression analysis were evaluated (p < 0.05). There was a cubic and quadratic decline in mule and equine foals, respectively, for 3β,20α-dihydroxy-DHP. Mule foals were born with lower circulating 3...
Genetic Parameters of Performance and Conformation Traits of 3-Year-Old Warmblood Sport Horses in the Czech Republic.
Animals : an open access journal from MDPI    October 27, 2022   Volume 12, Issue 21 2957 doi: 10.3390/ani12212957
Novotna A, Birovas A, Vostra-Vydrova H, Vesela Z, Vostry L.The aim of this study was to estimate the genetic parameters of a one-day performance test together with the linear type traits of 3-year-old warmblood horses. The study of genetic parameters was based on 5958 tested horses in the period 1998-2021. A total of 22 traits of linear description, three quantitatively measured traits, and one summary mark from the performance test were tested. The model equation included the fixed effect of gender and combination effects of classifier-year of evaluation-place. A single-trait animal model was used for the estimation of heritability and genetic varian...
Risk factors for horse falls in New Zealand Thoroughbred jumps racing.
Veterinary journal (London, England : 1997)    October 13, 2022   Volume 289 105915 doi: 10.1016/j.tvjl.2022.105915
Legg KA, Bolwell CF, Gee EK, Gibson MJ, Rogers CW.This study aimed to determine the incidence of, and risk factors for race-day horse falls in Thoroughbred jumps (hurdle and steeplechase) racing in New Zealand. Incidence rates for race-day horse falls in jumps races from 2005/6 - 2018/19 racing seasons (n = 13,648 race day starts) were calculated per 1000 starts. Univariable and multivariable analyses of race-, horse- and jockey-level risk factors for horse falls were conducted using Poisson regression in a generalised linear mixed model. The incidence rate of horse falls in jumps races was 42 (95 % confidence intervals [CI], 39 - 45) per 1...
Acute diarrhea in horses: A multicenter Canadian retrospective study (2015 to 2019).
The Canadian veterinary journal = La revue veterinaire canadienne    October 4, 2022   Volume 63, Issue 10 1033-1042 
Gomez DE, Leclere M, Arroyo LG, Li L, John E, Afonso T, Payette F, Darby S.This study describes the clinicopathological findings, diagnostic approach, treatment, and factors associated with non-survival of diarrheic horses admitted to 4 Canadian university teaching hospitals between 2015 and 2019. A total of 300 horses, ≥1-year-old, with acute diarrhea were included and represented 1.6% (300/18 481; range: 0.7 to 3%) of admissions during that period, 70% of the horses survived to discharge. Testing for enteropathogens was limited to a single fecal culture for Salmonella spp. in most cases. An enteropathogen was identified in 14% (42/300) of the horses, but in the h...
Retrospective Study on Risk Factors and Short-Term Outcome of Horses Referred for Colic from 2016 to 2022.
Veterinary sciences    October 3, 2022   Volume 9, Issue 10 545 doi: 10.3390/vetsci9100545
Straticò P, Varasano V, Palozzo A, Guerri G, Celani G, Revelant O, Petrizzi L.(1) Background: colic syndrome is a multifactorial life-threatening condition in equids. Awareness of predisposing and prognostic indicators is useful to adequately inform the owner of the outcome and plan the best treatment. The aim of the study was to identify the variables associated with short-term survival in a cohort of horses referred for colic to a veterinary teaching hospital; (2) Methods: medical records of horses referred for colic from 2016 to 2022 were retrospectively reviewed. Univariate and multivariate regression models were built to assess the odds ratios of discharge from the...
Comparison of Random Regression Models with Different Order Legendre Polynomials for Genetic Parameter Estimation on Race Completion Speed of Arabian Horses.
Animals : an open access journal from MDPI    September 30, 2022   Volume 12, Issue 19 2630 doi: 10.3390/ani12192630
Önder H, Şen U, Piwczyński D, Kolenda M, Drewka M, Abacı SH, Takma Ç.This work aimed to compare the fitting performance of the random regression models applied to the different order orthogonal Legendre polynomials on the race completion speed (m/s) of Arabian racing horses. Legendre polynomial function for additive genetic, permanent environmental variances and heritability values with the L(2,2), L(2,3), L(3,2) and L(3,3) models (where L(i,j) means L(order of fit for additive genetic effects, order of fit for permanent environmental effects)) was estimated. A total of 233,491 race speed records (m/s) of Arabian horses were taken from the Jockey Club of Turkey...
Prerace venous blood gases and acid-base values in Standardbred horses: effects of geography, season, prerace furosemide, gender, age, and trainer using big data analytics.
American journal of veterinary research    September 19, 2022   Volume 83, Issue 11 1-9 doi: 10.2460/ajvr.22.01.0013
Soma LR, Stefonovski D, Robinson MA, Tsang DS, Haughan J, Boston RC.A retrospective study was conducted to establish the prerace venous acid-base and blood gas values of Standardbred horses at rest using big data analytics. Methods: Venous blood samples (73,382) were collected during seven racing seasons from 3 regional tracks in the Commonwealth of Pennsylvania. Horses were detained 2 hours prior to race time. Methods: A mixed-effects linear regression model was used for estimating the marginal model adjusted mean (marginal mean) for all major outcomes. The interaction between age and gender, track, and the interaction between month, treatment (furosemide), a...
The effect of season, management and endocrinopathies on vitamin D status in horses.
Equine veterinary journal    September 2, 2022   Volume 55, Issue 4 672-680 doi: 10.1111/evj.13873
Dosi MCMC, McGorum BC, Kirton RD, Cillán-García E, Mellanby RJ, Keen JA, Hurst EA, Morgan RA.Vitamin D deficiency is common in humans and is increasingly linked to the pathogenesis of a multitude of diseases including obesity and metabolic syndrome. The biology of vitamin D in horses is poorly described; the relative contribution of the diet and skin synthesis to circulating concentrations is unclear and associations with the endocrine disease have not been explored. Objective: To determine the relationship between management, season and endocrine disease and vitamin D status in horses. Methods: Cross-sectional cohort study. Methods: Plasma concentrations of 25-hydroxyvitamin D2 (25(O...
An epidemiological overview of the equine influenza epidemic in Great Britain during 2019.
Equine veterinary journal    August 31, 2022   Volume 55, Issue 1 153-164 doi: 10.1111/evj.13874
Whitlock F, Grewar J, Newton R.During 2019, an epidemic of equine influenza (EI) occurred in Europe. Objective: To describe the epidemiology of the 2019 EI epidemic within Great Britain (GB). Methods: Retrospective descriptive study of laboratory confirmed EI cases. Methods: Epidemiological data were obtained from veterinary surgeons referring samples for EI virus testing. Where available, data on confirmed cases and their wider resident population on EI-infected premises were collated and described. On a national level, spatial and temporal representations, consisting of choropleth maps and epidemic curves, described the s...
Video analysis of jockey fall characteristics in horse racing.
Journal of science and medicine in sport    August 22, 2022   Volume 25, Issue 11 918-922 doi: 10.1016/j.jsams.2022.08.008
Nylund LE, Sinclair PJ, Hitchens PL, Cobley S.To identify characteristics of jockey falls associated with high-risk landings using a modified Equestrian Fall Assessment Instrument. Methods: Cross-sectional study. Methods: Video footage of 22 flat and 58 jump racing falls (N = 80) which occurred in Great Britain, Ireland, and New Zealand from 2013 to 2018 was systematically analysed using the modified Equestrian Fall Assessment Instrument. Race, horse, and jockey-level factors, including the nature of ground contact (landings), were characterised identifying factors associated with high-risk landings. High-risk landings refer to cases ...
Fédération Equestre Internationale eventing: Fence-level risk factors for falls during the cross-country phase (2008-2018).
Equine veterinary journal    August 9, 2022   Volume 55, Issue 3 463-473 doi: 10.1111/evj.13863
Bennet ED, Cameron-Whytock H, Parkin TDH.The equestrian discipline of eventing tests athletes' and horses' skill over three phases: dressage, jumping and cross-country. Falls during cross-country can be particularly serious and result in serious or fatal injury for both horse and athlete. Cross-country course and fence design are crucial contributory factors to safety. Objective: To provide descriptive statistics and identify fence-level risk factors for horses competing in Fédération Equestre Internationale (FEI) events worldwide. Methods: Retrospective cohort study. Methods: Data were collected for every horse start worldwide in ...
Plasma syndecan-1 concentration as a biomarker for endothelial glycocalyx degradation in septic adult horses.
Equine veterinary journal    August 5, 2022   Volume 55, Issue 3 456-462 doi: 10.1111/evj.13862
Hobbs KJ, Johnson PJ, Wiedmeyer CE, Schultz L, Foote CA.Limited information is available regarding endothelial glycocalyx degradation during sepsis in horses. Plasma syndecan-1 concentrations are increased in consequence of sepsis in other species and have been useful for prognostication. Objective: To determine whether plasma syndecan-1 levels are increased in adult horses affected with sepsis. Methods: Retrospective cohort study. Methods: Adult horses were assigned to one of three groups based on results of physical and laboratory examinations, clinical diagnosis, and results of previously described SIRS classification: Group 1 horses included he...
Machine Learning Prediction of Collagen Fiber Orientation and Proteoglycan Content From Multiparametric Quantitative MRI in Articular Cartilage.
Journal of magnetic resonance imaging : JMRI    July 21, 2022   Volume 57, Issue 4 1056-1068 doi: 10.1002/jmri.28353
Mirmojarabian SA, Kajabi AW, Ketola JHJ, Nykänen O, Liimatainen T, Nieminen MT, Nissi MJ, Casula V.Machine learning models trained with multiparametric quantitative MRIs (qMRIs) have the potential to provide valuable information about the structural composition of articular cartilage. To study the performance and feasibility of machine learning models combined with qMRIs for noninvasive assessment of collagen fiber orientation and proteoglycan content. Retrospective, animal model. An open-source single slice MRI dataset obtained from 20 samples of 10 Shetland ponies (seven with surgically induced cartilage lesions followed by treatment and three healthy controls) yielded to 1600 data points...
Lithium Concentration in Biological Samples and Gender Difference in Athletic Horses.
Journal of equine veterinary science    July 16, 2022   Volume 117 104081 doi: 10.1016/j.jevs.2022.104081
Fazio F, Aragona F, Piccione G, Arfuso F, Giannetto C.Lithium (Li) represent a substance particularly used for human psychiatric disorders but its therapeutic effect is not well documented for equine specie. For its neurotrophic effect, it may be used as a possible doping substance in horses sports competitions. The purpose of the present study was to determine the different bioaccumulation of lithium concentrations in different biological substrates (blood, serum, mane, and tail), in 30 horses (15 geldings and 15 mares) and hematological parameters as blood biomarkers for lithium bioaccumulation. (RBC, WBC, HGB, HCT, MCV, MCH, MCHC). The lithium...