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.
Allometry of left ventricular myocardial innervation.
Journal of anatomy    December 10, 2013   Volume 224, Issue 4 518-526 doi: 10.1111/joa.12151
Schipke J, Mayhew TM, Mühlfeld C.Body mass (BM) of terrestrial mammalian species ranges from a few grams in the case of the Etruscan shrew to a few tonnes for an elephant. The mass-specific metabolic rate, as well as heart rate, decrease with increasing BM, whereas heart mass is proportional to BM. In the present study, we investigated the scaling behaviour of several compartments of the left ventricular myocardium, notably its innervation, capillaries and cardiomyocytes. Myocardial samples were taken from 10 mammalian species with BM between approximately 2 g and 900 kg. Samples were analysed by design-based stereology and e...
Horse-, rider-, venue- and environment-related risk factors for elimination from Fédération Equestre Internationale endurance rides due to lameness and metabolic reasons.
Equine veterinary journal    November 18, 2013   Volume 46, Issue 3 294-299 doi: 10.1111/evj.12170
Nagy A, Murray JK, Dyson SJ.There is limited information on risk factors for elimination from endurance rides. Objective: To assess risk factors for elimination for lameness and metabolic reasons from Fédération Equestre Internationale (FEI) endurance rides of 80-160 km distance. Methods: Unmatched case-control. Methods: Venue-, horse- and rider-related data were collected from the FEI website. Data on weather conditions and terrain were collected at the venue. Univariable and multivariable logistic regression analyses were used to assess risk factors for elimination for lameness and metabolic reasons, respectively. Re...
Empirical growth curve estimation considering multiple seasonal compensatory growths of body weights in Japanese Thoroughbred colts and fillies.
Journal of animal science    October 1, 2013   Volume 91, Issue 12 5599-5604 doi: 10.2527/jas.2013-6523
Onoda T, Yamamoto R, Sawamura K, Inoue Y, Murase H, Nambo Y, Tozaki T, Matsui A, Miyake T, Hirai N.Thoroughbred horses are seasonal mating animals, and their foals are born yearly in spring seasons. In northern regions or countries, the foals generally show a typical seasonal compensatory growth pattern, where their growth rate declines in winter and increases in the next spring. In this study, a new empirical approach is proposed to adjust for this compensatory growth when growth curve equations are estimated, by using BW of Japanese Thoroughbred colts and fillies raised in Hidaka, Hokkaido. Based on the traditional Richards growth curve equation, new growth curve equations were developed ...
Factors affecting the perception of recovery quality in horses after anaesthesia.
Equine veterinary journal    September 30, 2013   Volume 46, Issue 3 328-332 doi: 10.1111/evj.12133
Farmer E, Chase-Topping M, Lawson H, Clutton RE.A significant effect of gender, experience and background, i.e. an evaluator's relationship with horses as equine anaesthetists, orthopaedic surgeons, practitioners or owners, on perceptions of recovery quality after anaesthesia would reduce the validity of recovery quality scoring systems. Objective: To determine the effects of evaluator background, experience and gender on their perceptions of recovery quality; and questionnaire response rate as a function of background. Methods: Cross-sectional survey. Methods: A total of 440 potential evaluators were invited to evaluate the video-recorded ...
Relationship between morphological and stabilographic variables in standing horses.
Veterinary journal (London, England : 1997)    September 26, 2013   Volume 198 Suppl 1 e65-e69 doi: 10.1016/j.tvjl.2013.09.035
Clayton HM, Buchholz R, Nauwelaerts S.A stabilogram plots movements of the centre of pressure (COP) in the horizontal plane. Derived stabilographic variables quantify postural balance, but it is not known if these variables are size dependent. The aims of this study were to determine which morphological variable was most representative of size, which stabilographic variables were most representative of balance and whether size normalisation improved estimates of postural performance. Croup height (0.93-1.77 m), mass (117-666 kg), base of support (BOS) length (0.74-1.18 m) and BOS width (0.22-0.45 m) were measured in 24 horses. Sta...
Effect of clenbuterol on tracheal mucociliary transport in horses undergoing simulated long-distance transportation.
Journal of veterinary internal medicine    August 28, 2013   Volume 27, Issue 6 1523-1527 doi: 10.1111/jvim.12166
Norton JL, Jackson K, Chen JW, Boston R, Nolen-Walston RD.Pneumonia is observed in horses after long-distance transportation in association with confinement of head position leading to reduction in tracheal mucociliary clearance rate (TMCR). Objective: Clenbuterol, a beta-2 agonist shown to increase TMCR in the horse, will ameliorate the effects of a fixed elevated head position on large airway contamination and inflammation in a model of long-distance transportation model. Methods: Six adult horses. Methods: A cross-over designed prospective study. Horses were maintained with a fixed elevated head position for 48 hours to simulate long-distance tran...
Riders’ prediction of results at Fédération Equestre Internationale (FEI) endurance rides and sources of bias in questionnaires completed by riders.
Preventive veterinary medicine    August 20, 2013   Volume 112, Issue 3-4 378-386 doi: 10.1016/j.prevetmed.2013.08.005
Nagy A, Dyson SJ, Murray JK.Information acquired from endurance riders and its relationship with the results of the ride has not been investigated. The aims of this study were to assess associations between data provided by riders and data obtained from the Fédération Equestre Internationale (FEI) website at FEI endurance rides and to identify whether data provided by riders in pre- and post-ride questionnaires was subject to response and/or information bias. Variables were collected from the FEI website and from self-completed pre-ride and post-ride questionnaires at 20 FEI endurance rides in 2011 and 2012. Kappa stat...
Distal border fragments of the equine navicular bone: association between magnetic resonance imaging characteristics and clinical lameness. Yorke EH, Judy CE, Saveraid TC, McGowan CP, Caldwell FJ.Distal border fragments of the navicular bone are increasingly being detected due to the improved capabilities of magnetic resonance imaging (MRI), but their clinical significance remains unclear. The purpose of this retrospective study was to describe the location, size, and frequency of fragments in a cohort of horses presented for MRI of the foot and to compare MRI findings with severity of lameness. Archived MRI studies and medical records were searched from March 2006 to June 2008. Horses were included if a distal border fragment of the navicular bone was visible in MRI scans. Confidence ...
Evaluation of conformation against traits associated with dressage ability in unridden Iberian horses at the trot.
Research in veterinary science    July 21, 2013   Volume 95, Issue 2 660-666 doi: 10.1016/j.rvsc.2013.06.017
Solé M, Santos R, Gómez MD, Galisteo AM, Valera M.The work describes and compares the conformation traits and gait characteristics in the main native Iberian dressage Purebreds (Lusitano, Spanish and Menorca horses). In total, 4 strides belonging to each of 66 males (4-14 years old) were recorded at handled trot, using a 3D semi-automatic movement analysis system. Principal component analysis (PCA) and intraclass Correlations (iC) were computed. The Menorca Purebred showed proportionally higher limbs (23.8 and 15.1cm for the forelimb cannon and pastern lengths), the Lusitano Purebred had larger inclinations (66.1°, 37.7° and 47.9° for the ...
Preliminary genetic analyses of important musculoskeletal conditions of Thoroughbred racehorses in Hong Kong.
Veterinary journal (London, England : 1997)    June 5, 2013   Volume 198, Issue 3 611-615 doi: 10.1016/j.tvjl.2013.05.002
Welsh CE, Lewis TW, Blott SC, Mellor DJ, Lam KH, Stewart BD, Parkin TD.A retrospective cohort study of important musculoskeletal conditions of Thoroughbred racehorses was conducted using health records generated over a 15 year period (n=5062, 1296 sires). The prevalence of each condition in the study population was: fracture, 13%; osteoarthritis, 10%; suspensory ligament injury, 10%; and tendon injury, 19%. Linear and logistic sire and animal regression models were built to describe the binary occurrence of these musculoskeletal conditions, and to evaluate the significance of possible environmental risk factors. The heritability of each condition was estimated us...
Association between large strongyle genera in larval cultures–using rare-event poisson regression.
Parasitology    June 4, 2013   Volume 140, Issue 10 1246-1251 doi: 10.1017/S0031182013000589
Cao X, Vidyashankar AN, Nielsen MK.Decades of intensive anthelmintic treatment has caused equine large strongyles to become quite rare, while the cyathostomins have developed resistance to several drug classes. The larval culture has been associated with low to moderate negative predictive values for detecting Strongylus vulgaris infection. It is unknown whether detection of other large strongyle species can be statistically associated with presence of S. vulgaris. This remains a statistical challenge because of the rare occurrence of large strongyle species. This study used a modified Poisson regression to analyse a dataset fo...
Seasonal changes of total body water and water intake in Shetland ponies measured by an isotope dilution technique.
Journal of animal science    June 4, 2013   Volume 91, Issue 8 3750-3758 doi: 10.2527/jas.2012-5317
Brinkmann L, Gerken M, Riek A.Water is an essential nutrient necessary to support life, and adequate water supply is crucial for animal survival and productivity. The present study was designed to determine seasonal changes in the water metabolism of horses under outdoor conditions. Total body water (TBW) and total water intake (TWI) of 10 adult Shetland pony mares were estimated at monthly intervals for 14 mo by using the deuterium dilution technique. During the last 4 mo, 5 ponies were fed restrictively to simulate natural feed shortage in winter, and 5 ponies served as controls. The TBW (kg) was closely related to body ...
Epistaxis in racehorses: risk factors and effects on career.
Australian veterinary journal    April 26, 2013   Volume 91, Issue 5 198-203 doi: 10.1111/avj.12049
Langford JL, Thomson PC, Knight PK.To profile Thoroughbreds that incurred a ban under Australian Rule of Racing 53A on New South Wales racetracks between August 1999 and July 2008, determine the effect on their careers and identify the factors that predict whether these horses would race again or experience a recurrence of epistaxis. Methods: Differences between horses that did or did not return to racing and did or did not suffer recurrent epistaxis were determined. Backwards stepwise logistic regression was used to identify variables predicting a return to racing and recurrence of epistaxis. Results: The mean (± SD) age at t...
Effect of breed, sex, age and body weight on echocardiographic measurements in the equine species.
Research in veterinary science    March 26, 2013   Volume 95, Issue 1 255-260 doi: 10.1016/j.rvsc.2013.02.014
Al-Haidar A, Farnir F, Deleuze S, Sandersen CF, Leroux AA, Borde L, Cerri S, Amory H.Little is known about the effect of various animal's signalment variables on echocardiographic reference values in the equine species. This study was performed to evaluate the effect of sex, breed, age and body weight (BW) on echocardiographic measurements in the equine species. Echocardiography was performed on 212 ponies or horses of various breeds, aged from 1 day to 37 years old (mean±SD: 7.8 ± 5.8 years), BW 38-890 kg (mean ± SD: 421 ± 133 kg), and free of cardiac disease. Fifty of those animals aged from 2 months to 35 years old (mean ± SD: 11.6 ± 6.4 years old); BW 77-662 kg (mean...
Untangling the complex inter-relationships between horse managers’ perceptions of effectiveness of biosecurity practices using Bayesian graphical modelling.
Preventive veterinary medicine    March 13, 2013   Volume 110, Issue 1 37-44 doi: 10.1016/j.prevetmed.2013.02.004
Schemann K, Lewis FI, Firestone SM, Ward MP, Toribio JA, Taylor MR, Dhand NK.On-farm biosecurity practices have been promoted in many animal industries to protect animal populations from infections. Current approaches based on regression modelling techniques for assessing biosecurity perceptions and practices are limited for analysis of the interrelationships between multivariate data. A suitable approach, which does not require background knowledge of relationships, is provided by Bayesian network modelling. Here we apply such an approach to explore the complex interrelationships between the variables representing horse managers' perceptions of effectiveness of on-far...
Phosphorus balance and fecal losses in growing Standardbred horses in training fed forage-only diets.
Journal of animal science    March 11, 2013   Volume 91, Issue 6 2749-2755 doi: 10.2527/jas.2012-6048
Ögren G, Holtenius K, Jansson A.This study examined the P balance and fecal P losses in growing Standardbred horses in training fed a forage-only diet with or without P supplementation and assessed the magnitude and proportion of the soluble, inorganic P (Pi) fraction in feces. Fourteen Standardbred horses (aged 20.0 ± 0.3 mo) adapted to ad libitum intake of grass forage containing 0.25% P were used in a crossover experiment investigating 2 dietary treatments with (high-P) and without (low-P) mineral supplementation for 6 d. Daily feed intake and refusals were weighed. Spot samples of feces were collected twice daily on d 4...
A retrospective look at students enrolled in an upper-level horse science class: factors that affect classroom performance.
Journal of animal science    March 11, 2013   Volume 91, Issue 6 2976-2984 doi: 10.2527/jas.2012-5936
Douthit TL, Bormann JM, Kouba JM.The objective of this study was to retrospectively analyze demographic variables and academic preparation of students to determine how these factors relate to student performance in ASI 521 Horse Science, an upper-level course offered in the Department of Animal Sciences and Industry (ASI) at Kansas State University (KSU). Data were collected for 264 students enrolled in the course from 2008 to 2010. Students who took the course in 2008 received greater final percentages than those who took the course in subsequent years (P = 0.0016). Females tended to receive greater percentages than males (P...
Retrospective and statistical analysis of breeding management on the Italian Heavy Draught Horse breed.
Animal : an international journal of animal bioscience    March 11, 2013   Volume 7, Issue 7 1053-1059 doi: 10.1017/S175173111300027X
Mantovani R, Sartori C, Pigozzi G.This study investigated some aspects of breeding management in the Italian Heavy Draught Horse breed, aiming at improving its efficiency at stud farm level. A first aim was to evaluate the risk of unsuccessful reproduction in mares after an early (3 years) or normal (4 years) age at first foaling, in interaction with different stud rearing systems. A second objective was the examination of the mean time length in which young 2-year-old stallions maintain a genetic superiority on older proven stallions, identifying a 'genetic lifespan' in which young stallions can be safely used for reducing th...
Understanding the associations between on-farm biosecurity practice and equine influenza infection during the 2007 outbreak in Australia.
Preventive veterinary medicine    March 6, 2013   Volume 110, Issue 1 28-36 doi: 10.1016/j.prevetmed.2013.02.003
Firestone SM, Lewis FI, Schemann K, Ward MP, Toribio JA, Dhand NK.In a previous premises-level case-control study of the 2007 equine influenza outbreak in Australia, the protective effect of several variables representing on-farm biosecurity practices was identified. However, using logistic regression it was not possible to definitively identify individual effects and associations between each of the personal biosecurity measures implemented by horse premises owners and managers in the face of the outbreak. In this study we apply Bayesian network modelling to identify the complex web of associations between these variables, horse premises infection status an...
Effect of sample handling and storage time on the stability of total CO2 in equine plasma.
Equine veterinary journal. Supplement    March 2, 2013   Issue 43 57-61 doi: 10.1111/j.2042-3306.2012.00610.x
Tinkler SH, Couëtil LL, Constable PD.The stability of total CO2 concentration (ctCO2) in plasma is influenced by storage temperature and handling during sample processing. Conflicting information exists regarding the stability of ctCO2 in equine plasma over time, and the effect of centrifugation on the measured value for plasma ctCO2 is unclear. Objective: To determine plasma ctCO2 stability over 5 days when equine blood is collected into Vacutainer tubes, centrifuged within 30 min of collection, and stored at 4 degrees C; and to determine whether a delay in centrifugation increases the rate at which plasma ctCO2 decreases over t...
Identification of periparturient mare and foal associated predictors of post parturient immunoglobulin A concentrations in Thoroughbred foals.
Equine veterinary journal. Supplement    March 2, 2013   Issue 43 73-77 doi: 10.1111/j.2042-3306.2012.00648.x
Jenvey C, Caraguel C, Howarth GB, Riley CB.Prior to the start of endogenous production of immunoglobulins (Igs), absorption of maternal Igs is important to protect against pathogens in the early neonatal period. It is possible that mare- or foal-associated factors may influence neonatal IgA concentrations. Objective: The temporal relationships among serum and milk IgA concentrations in Thoroughbred mare-foal pairs were explored to determine if periparturient mare- and foal-associated factors contribute to the prediction of foal serum IgA concentrations. Methods: Blood and milk samples as well as complete veterinary records, were collec...
Analysis of horse movements from non-commercial horse properties in New Zealand.
New Zealand veterinary journal    February 27, 2013   Volume 61, Issue 5 245-253 doi: 10.1080/00480169.2012.750571
Rosanowski SM, Cogger N, Rogers CW, Bolwell CF, Benschop J, Stevenson MA.To investigate property-level factors associated with the movement of horses from non-commercial horse properties, including the size and location of the property, number and reason for keeping horses. Methods: Using a cross-sectional survey 2,912 questionnaires were posted to randomly selected non-commercial horse properties listed in a rural property database. The survey collected information about the number of horses, and reasons for keeping horses on the property, and any movement of horses in the previous 12 months. Three property-level outcomes were investigated; the movement status of ...
Ex vivo comparison of 7 polydioxanone, 2 polyglactin 910 for closure of ventral median celiotomy in horses.
Veterinary surgery : VS    February 22, 2013   Volume 42, Issue 4 463-467 doi: 10.1111/j.1532-950X.2013.12002.x
Anderson SL, Bracamonte JL, Hendrick S, Carmalt JL, Wilson DG.To compare bursting strength and failure mode between ventral median celiotomies closed with USP 7 braided polydioxanone (7PD) or USP 2 polyglactin 910 (2PG). Methods: Ex vivo experimental. Methods: Equine cadavers (n = 10). Methods: A 25 cm ventral median celiotomy was created in fresh equine cadavers. A 200 L polyurethane bladder was inserted into the abdomen. Celiotomies were closed in a simple continuous pattern with 2 sections of 7PD or 2PG. The bladder was inflated with compressed air until construct failure. The horses' signalment, body weight, suture type, failure mode (suture or abdom...
Normal electrocardiographic QT interval in race-fit Standardbred horses at rest and its rate dependence during exercise.
Journal of veterinary cardiology : the official journal of the European Society of Veterinary Cardiology    February 22, 2013   Volume 15, Issue 1 23-31 doi: 10.1016/j.jvc.2012.08.002
Pedersen PJ, Kanters JK, Buhl R, Klaerke DA.Cardiac repolarization, measured as QT and Tpeak to Tend (TpTe) intervals on the ECG, is important, as irregularities caused by diseases, ventricular hypertrophy, drugs and genetic defects can trigger arrhythmias which predispose human patients to syncope and sudden cardiac death. In horses, repolarization is not well described and therefore QT analysis cannot yet be used diagnostically. Therefore, we sought to describe reference values for the normal QT and TpTe intervals in Standardbreds and to determine the best method for heart rate (HR) correction. Methods: 30 Standardbreds. Methods: QT a...
Ex vivo comparison of bursting strength of ventral median and right ventral paramedian celiotomies in horses.
Veterinary surgery : VS    February 21, 2013   Volume 42, Issue 4 468-472 doi: 10.1111/j.1532-950X.2013.12003.x
Anderson SL, Bracamonte JL, Hendrick S, Carmalt JL, Wilson DG.To compare bursting strength and failure mode between ventral median (VM) and right ventral paramedian (RVP) celiotomies closed with 1 section of USP 7 braided polydioxanone (7PD). Methods: Ex vivo experimental. Methods: Equine cadavers (n = 12). Methods: A 25 cm VM or RVP (positioned 5 cm lateral to the linea alba) celiotomy was created in fresh equine cadavers. A 200 L polyurethane bladder was inserted into the abdomen. Celiotomies were closed in a simple continuous pattern with 1 section of 7PD. The bladder was inflated with compressed air until construct failure. Horse signalment, body wei...
Do developmental orthopaedic disorders influence future jumping performances in Warmblood stallions?
Equine veterinary journal    January 24, 2013   Volume 45, Issue 5 578-581 doi: 10.1111/evj.12027
Verwilghen DR, Janssens S, Busoni V, Pille F, Johnston C, Serteyn D.Few reports are available on the relationship between developmental orthopaedic diseases (DOD) and future performances in Warmblood horses. Objective: To investigate the relationship between performance and the presence of DOD lesions. Methods: Records of Warmblood stallions for which radiographic and performance data were available were collected. Showjumping performances were expressed as scores derived from the final ranking of horses in each competition. These scores are available in an established performance database. The relationship between radiographic findings and both performance sc...
Comparison of a body-mounted inertial sensor system-based method with subjective evaluation for detection of lameness in horses.
American journal of veterinary research    December 29, 2012   Volume 74, Issue 1 17-24 doi: 10.2460/ajvr.74.1.17
Keegan KG, Wilson DA, Kramer J, Reed SK, Yonezawa Y, Maki H, Pai PF, Lopes MA.To compare data obtained with an inertial sensor system with results of subjective lameness examinations performed by 3 experienced equine veterinarians for evaluation of lameness in horses. Methods: 106 horses. Methods: Horses were evaluated for lameness with a body-mounted inertial sensor system during trotting in a straight line and via subjective evaluation by 3 experienced equine practitioners who performed complete lameness examinations including lunging in a circle and limb flexion tests. Agreement among evaluators regarding results of subjective evaluations and correlations and agreeme...
Computation of deregressed proofs for genomic selection when own phenotypes exist with an application in French show-jumping horses.
Journal of animal science    December 10, 2012   Volume 91, Issue 3 1076-1085 doi: 10.2527/jas.2012-5256
Ricard A, Danvy S, Legarra A.Genomic evaluations often use as pseudo-phenotypes corrected means of progeny performances, like daughter yield deviations (DYD) in dairy species. In horse breeding, own performances are also available and performances from other relatives (as half sibs) may play an important part in the EBV because the number of progeny remains low, even for stallions. The first step for genomic selection in horses is therefore to generate pseudo-phenotypes for genomic analysis when parental or own information is considered. This work presents an easy method to compute deregressed EBV from regular pedigree-ba...
Association of height, body weight, age, and corneal diameter with calculated intraocular lens strength of adult horses.
American journal of veterinary research    November 28, 2012   Volume 73, Issue 12 1977-1982 doi: 10.2460/ajvr.73.12.1977
Mouney MC, Townsend WM, Moore GE.To determine whether differences exist in the calculated intraocular lens (IOL) strengths of a population of adult horses and to assess the association between calculated IOL strength and horse height, body weight, and age, and between calculated IOL strength and corneal diameter. Methods: 28 clinically normal adult horses (56 eyes). Methods: Axial globe lengths and anterior chamber depths were measured ultrasonographically. Corneal curvatures were determined with a modified photokeratometer and brightness-mode ultrasonographic images. Data were used in the Binkhorst equation to calculate the ...
Effect of trotting speed and circle radius on movement symmetry in horses during lunging on a soft surface.
American journal of veterinary research    November 28, 2012   Volume 73, Issue 12 1890-1899 doi: 10.2460/ajvr.73.12.1890
Pfau T, Stubbs NC, Kaiser LJ, Brown LE, Clayton HM.To determine whether body lean angle could be predicted from circle radius and speed in horses during lunging and whether an increase in that angle would decrease the degree of movement symmetry (MS). Methods: 11 medium- to high-level dressage horses in competition training. Methods: Body lean angle, head MS, and trunk MS were quantified during trotting while horses were instrumented with a 5-sensor global positioning system-enhanced inertial sensor system and lunged on a soft surface. Speed and circle radius were varied and used to calculate predicted body lean angle. Agreement between observ...
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