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.
Equine locomotor analysis on vet-gates in endurance events.
Equine veterinary journal. Supplement    April 4, 2007   Issue 36 55-59 doi: 10.1111/j.2042-3306.2006.tb05513.x
Riber C, Cuesta I, Muñoz A, Gata J, Trigo P, Castejón FM.Fatigue during endurance rides might induce changes in gait pattern that could be difficult to distinguish from subtle lameness. Objective: To assess changes in gait pattern en route, in fore(FL) and hindlimbs (HL) and establish differences between excellent (EP) and good performers (GP). Methods: Seventy-five sound and fit horses that completed endurance rides of 80 km were filmed at trot in the vet-gates (VGs) prior to competitions (VGO), and at 29 km (VG1), 59 km (VG2) and 80 km (VG3). Mean gait velocity (V), stride length (SL), duration (SD) and frequency (SF) were measured. Also, stance (...
Evaluation of race distance, track surface and season of the year on exercise-induced pulmonary haemorrhage in flat racing thoroughbreds in Brazil.
Equine veterinary journal. Supplement    April 4, 2007   Issue 36 487-489 doi: 10.1111/j.2042-3306.2006.tb05592.x
Costa MF, Thomassian A.To our knowledge no studies evaluating risk factors to EIPH have been undertaken with such a population of horses in Brazil, which is one of the few countries in the racing community to accept the use of frusemide (FUR) as a prerace medication for bleeders. We also compared national results with those already in the literature. Objective: To verify the influence of variables such as distance of the race, racetrack surface, going and season of the year in the recurrence and severity of EIPH and its effect on the finishing position of flat racing Thoroughbreds in Brazil. Methods: 2118 post race ...
Retrospective study of predictive variables for maximal heart rate (HRmax) in horses undergoing strenuous treadmill exercise.
Equine veterinary journal. Supplement    April 4, 2007   Issue 36 146-152 doi: 10.1111/j.2042-3306.2006.tb05531.x
Vincen TL, Newton JR, Deaton CM, Franklin SH, Biddick T, McKeever KH, McDonough P, Young LE, Hodgson DR, Marlin DJ.Heart rate is one of the most commonly measured variables in equine exercise physiology and relative exercise intensity commonly expressed as % of maximal heart rate. A number of influences affect maximal heart rate (HRmax), including age of the horse but other factors have not been described. Objective: To determine if fitness, health status, gender, breed, athletic use, body mass, in addition to age, are predictive of HRmax in the horse. Methods: Maximal heart rate data from 328 horses which underwent treadmill exercise tests at 5 different laboratories were obtained retrospectively. Univari...
Measurements of fitness in thoroughbred racehorses using field studies of heart rate and velocity with a global positioning system.
Equine veterinary journal. Supplement    April 4, 2007   Issue 36 113-117 doi: 10.1111/j.2042-3306.2006.tb05525.x
Vermeulen AD, Evans DL.Field based studies of changes in fitness are difficult to conduct in galloping Thoroughbreds. Measurements of heart rate (HR) and real time velocity with a global positioning system (GPS) could provide a method for routine field studies of fitness. Objective: To investigate measurements of fitness in the field without using multiple, standardised steps of increasing velocity in the exercise test. Methods: Twelve healthy 3- to 5-year-old Thoroughbreds were used in the study of reliability, and twelve 2-year-old Thoroughbreds in the investigation of the effect of training. Five second averages ...
Associations between exercise-induced pulmonary haemorrhage, right ventricular dimensions and atrioventricular valve regurgitation in conditioned national hunt racehorses.
Equine veterinary journal. Supplement    April 4, 2007   Issue 36 193-197 doi: 10.1111/j.2042-3306.2006.tb05538.x
Young LE, Helwegen MM, Rogers K, Kearns L, Schreiber C, Wood JL.Exercise-induced pulmonary haemorrhage (EIPH) and tricuspid (TR) and mitral valve regurgitation (MR) are conditions with high prevalence in conditioned Thoroughbreds. Stress failure of pulmonary capillaries, leading to EIPH, is most likely when pulmonary vascular pressure is increased, and mitral regurgitation can result in pulmonary venous hypertension. Objective: There might be an association between MR and EIPH and the right ventricle (RV) of horses known to suffer repeated episodes of EIPH, as their hearts would be subject to higher pulmonary vascular pressures and cardiac output during tr...
Correlation of race earnings with velocity at maximal heart rate during a field exercise test in thoroughbred racehorses.
Equine veterinary journal. Supplement    April 4, 2007   Issue 36 118-122 doi: 10.1111/j.2042-3306.2006.tb05526.x
Gramkow HL, Evans DL.Running ability of Thoroughbred racehorses is correlated with maximal oxygen uptake, and the velocity at maximal oxygen uptake is highly correlated with the velocity at maximal heart rate (VHRmax). Objective: To investigate the relationship between VHRmax and racing performance, expressed as 'peak dollars earned per race start'. Methods: Heart rate (HR) and velocity were recorded in 25 Thoroughbred racehorses during trotting and subsequent fast gallops in the field at velocities of 15-16 m/sec. Velocity was recorded by a global positioning system (GPS). Maximal HR (HRmax) and maximal velocity ...
Modulation of mandibular loading and bite force in mammals during mastication.
The Journal of experimental biology    March 6, 2007   Volume 210, Issue Pt 6 1046-1063 doi: 10.1242/jeb.02733
Ross CF, Dharia R, Herring SW, Hylander WL, Liu ZJ, Rafferty KL, Ravosa MJ, Williams SH.Modulation of force during mammalian mastication provides insight into force modulation in rhythmic, cyclic behaviors. This study uses in vivo bone strain data from the mandibular corpus to test two hypotheses regarding bite force modulation during rhythmic mastication in mammals: (1) that bite force is modulated by varying the duration of force production, or (2) that bite force is modulated by varying the rate at which force is produced. The data sample consists of rosette strain data from 40 experiments on 11 species of mammals, including six primate genera and four nonprimate species: goat...
Age-dependent dynamics of Theileria equi and Babesia caballi infections in southwest Mongolia based on IFAT and/or PCR prevalence data from domestic horses and ticks.
Parasitology    February 19, 2007   Volume 134, Issue Pt 7 939-947 doi: 10.1017/S0031182007002405
Rüegg SR, Torgerson P, Deplazes P, Mathis A.Epidemiological factors of tick-borne equine piroplasmoses, caused by Theileria equi and Babesia caballi, were investigated using logistic regression (GLM) and general additive models (GAM) based on the prevalences determined in 510 domestic horses and in ticks in S.W. Mongolia by indirect immunofluorescence antibody test (IFAT) and/or multiplex PCR. Prevalences of T. equi and B. caballi in horses were 66.5% (95% CI: 62.1-70.7) and 19.1% (15.6-22.9), respectively by PCR and 78.8% (74.9-82.3) and 65.7% (61.3-69.9) by IFAT. Of 166 ticks analysed from PCR- and IFAT-negative horses 1 was PCR posit...
Transcutaneous ultrasonographic evaluation of gastric distension with fluid in horses.
American journal of veterinary research    February 3, 2007   Volume 68, Issue 2 153-157 doi: 10.2460/ajvr.68.2.153
Lores M, Stryhn H, McD○ L, Rose P, Muirhead T.To develop a transcutaneous ultrasonography (TUS) method for measuring the location of the stomach during various levels of fluid distension and evaluate any correlation between gastric fluid distension and stomach position. Methods: 6 adult horses. Methods: Known volumes of water were administered in 2 trials. In trial 1, the stomach was evaluated prior to and after the administration of 2, 4, and 6 L of water. In trial 2, the stomach was evaluated after administration of 6, 8, 10, and 12 L of water. The TUS was performed at the 7th through 16th left intercostal spaces (ICSs). For each volume...
The effect of conformation on orthopaedic health and performance in a cohort of National Hunt racehorses: preliminary results.
Equine veterinary journal    January 19, 2007   Volume 38, Issue 7 622-627 doi: 10.2746/042516406x159034
Weller R, Pfau T, Verheyen K, May SA, Wilson AM.There is a lack of scientific data and studies on the effect of conformation on performance or on orthopaedic health. Objective: To investigate the relationship between conformation, injury and performance in racehorses used for racing over fences. Methods: Over 2 years, 108 National Hunt racehorses were followed and their medical and performance data recorded. Conformation was measured in 3D with a computerised motion analysis system. Linear multiple regression models were used to evaluate the effect of conformation on measures of race performance and stepwise forward logistic regression mode...
Factor analysis of body measurements in Arabian horses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    December 21, 2006   Volume 123, Issue 6 369-377 doi: 10.1111/j.1439-0388.2006.00618.x
Sadek MH, Al-Aboud AZ, Ashmawy AA.Data of 13 body measurements have been analysed from 166 Arabian horses, 123 mares and 43 stallions, ranging from 49 to 298 months of age, belonging to Alzahraa stud, Cairo, Egypt. General linear model was used to study age and gender effects on these measures. Gender was a significant source of variation for most studied traits, but not for neck girth, cannon bone circumference of fore and hind legs, and pastern girth of fore and hind legs. Age significantly affected pastern girths of fore and hind legs and cannon bone circumference of fore legs, while there was no significant effect on the o...
Differences in need for hemodynamic support in horses anesthetized with sevoflurane as compared to isoflurane.
Veterinary anaesthesia and analgesia    November 7, 2006   Volume 33, Issue 6 356-367 doi: 10.1111/j.1467-2995.2005.00279.x
Driessen B, Nann L, Benton R, Boston R.To study whether hemodynamic function in horses, particularly mean arterial blood pressure (MAP), is better maintained with sevoflurane than isoflurane, thus requiring less pharmacological support. Methods: Prospective randomized clinical investigation. Animals Thirty-nine racehorses undergoing arthroscopy in lateral recumbency. Methods: Horses were assigned to receive either isoflurane (n = 20) or sevoflurane (n = 19) at 0.9-1.0 minimum alveolar concentration (MAC) for maintenance of anesthesia. Besides routine clinical monitoring, cardiac output (CO) was measured by lithium dilution. Hemodyn...
Post anaesthetic colic in horses: a preventable complication?
Equine veterinary journal    September 22, 2006   Volume 38, Issue 5 479-484 doi: 10.2746/042516406778400673
Senior JM, Pinchbeck GL, Allister R, Dugdale AH, Clark L, Clutton RE, Coumbe K, Dyson S, Clegg PD.There is little information on the prevalence of, and risk factors associated with, post anaesthetic colic (PAC) in horses undergoing nonabdominal operations. Objective: To undertake the first prospective study of prevalence of PAC and identify risk factors in its development in nonabdominal procedures. Methods: A multicentre prospective case-control study was conducted, on every horse undergoing anaesthesia for a nonabdominal procedure between April 2004 and June 2005. Colic cases were defined as any horse with recognised signs of abdominal pain within 72 h of general anaesthesia that could n...
Is equine colic seasonal? Novel application of a model based approach.
BMC veterinary research    August 24, 2006   Volume 2 27 doi: 10.1186/1746-6148-2-27
Archer DC, Pinchbeck GL, Proudman CJ, Clough HE.Colic is an important cause of mortality and morbidity in domesticated horses yet many questions about this condition remain to be answered. One such question is: does season have an effect on the occurrence of colic? Time-series analysis provides a rigorous statistical approach to this question but until now, to our knowledge, it has not been used in this context. Traditional time-series modelling approaches have limited applicability in the case of relatively rare diseases, such as specific types of equine colic. In this paper we present a modelling approach that respects the discrete nature...
The use of a random regression model to account for change in racing speed of German trotters with increasing age.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    August 3, 2006   Volume 123, Issue 4 239-246 doi: 10.1111/j.1439-0388.2006.00596.x
Bugislaus AE, Roehe R, Willms F, Kalm E.In a genetic analysis of German trotters, the performance trait racing time per km was analysed by using a random regression model on six different age classes (2-, 3-, 4-, 5- and 6-year-old and older trotters; the age class of 3-year-old trotters was additionally divided by birth months of horses into two seasons). The best-fitting random regression model for the trait racing time per km on six age classes included as fixed effects sex, race track, condition of race track (fitted as second-order polynomial on age), distance of race and each driver (fitted as first-order polynomial on age) as ...
The influence of collagen fiber orientation and other histocompositional characteristics on the mechanical properties of equine cortical bone.
The Journal of experimental biology    July 22, 2006   Volume 209, Issue Pt 15 3025-3042 doi: 10.1242/jeb.02304
Skedros JG, Dayton MR, Sybrowsky CL, Bloebaum RD, Bachus KN.This study examined relative influences of predominant collagen fiber orientation (CFO), mineralization (% ash), and other microstructural characteristics on the mechanical properties of equine cortical bone. Using strain-mode-specific (S-M-S) testing (compression testing of bone habitually loaded in compression; tension testing of bone habitually loaded in tension), the relative mechanical importance of CFO and other material characteristics were examined in equine third metacarpals (MC3s). This model was chosen since it had a consistent non-uniform strain distribution estimated by finite ele...
Environmental and ecological determinants of West Nile virus occurrence in horses in North Dakota, 2002.
Epidemiology and infection    June 6, 2006   Volume 135, Issue 1 57-66 doi: 10.1017/S0950268806006662
Mongoh MN, Khaitsa ML, Dyer NW.West Nile virus (WNV) outbreak in North Dakota in 2002 included over 569 horse cases, clustered mainly in the eastern and northeastern parts of the state. The pattern of occurrence observed suggested existence of specific environmental and ecological factors that increased the risk for infection and illness in those locations. We developed a predictive model with factors that explained the pattern of WNV occurrence observed. Results indicated that surface elevation, temperature, precipitation, reported WNV-positive birds, reported WNV-positive humans, and reported WNV-positive mosquitoes were ...
Use of a multivariable model to estimate the probability of discharge in hospitalized foals that are 7 days of age or less.
Journal of the American Veterinary Medical Association    June 3, 2006   Volume 228, Issue 11 1748-1756 doi: 10.2460/javma.228.11.1748
Rohrbach BW, Buchanan BR, Drake JM, Andrews FM, Bain FT, Byars DT, Bernard WV, Furr MO, Paradis MR, Lawler J, Giguère S, Dunkel B.To create a mathematical model to assist in early prediction of the probability of discharge in hospitalized foals < or= 7 days old. Methods: Prospective study. Methods: 1,073 foals. Methods: Medical records from 910 hospitalized foals < or = 7 days old for which outcome was recorded as died or discharged alive were reviewed. Thirty-four variables including historical information, physical examination findings, and laboratory results were examined for association with survival. Variables associated with being discharged alive were entered into a multivariable logistic regression model. A...
Pharmacokinetics of the calcium-channel blocker diltiazem after a single intravenous dose in horses.
Journal of veterinary pharmacology and therapeutics    May 4, 2006   Volume 29, Issue 3 165-171 doi: 10.1111/j.1365-2885.2006.00733.x
Schwarzwald CC, Sams RA, Bonagura JD.The pharmacokinetics of diltiazem were determined in eight healthy horses. Diltiazem HCl, 1 mg/kg i.v., was administered over 5 min. Venous blood samples were collected at regular intervals after administration. Plasma concentrations of diltiazem and desacetyldiltiazem were determined by high-performance liquid chromatography. A second, putative metabolite was detected, but could not be identified due to the lack of an authentic standard. Data were analyzed by nonlinear least-squares regression analysis. The median (minimum-maximum) peak plasma concentration of diltiazem was 727 (539-976) ng/m...
Prediction of equine risk of West Nile virus infection based on dead bird surveillance.
Vector borne and zoonotic diseases (Larchmont, N.Y.)    April 6, 2006   Volume 6, Issue 1 1-6 doi: 10.1089/vbz.2006.6.1
Roberts RS, Foppa IM.Since the introduction of West Nile Virus (WNV) to the United States in 1999, the efficacy of dead bird surveillance for the prediction of human and veterinary WNV infection has been an issue of debate. We utilized South Carolina's Department of Health and Environmental Control surveillance data from 2003 to determine whether dead bird surveillance accurately predicts equine WNV infection on a county level. We adjusted for human population density as a potential confounder of an association between WNV-positive dead bird counts and mammalian WNV risk. We found a strong positive association bet...
Measurement of free thyroxine concentration in horses by equilibrium dialysis.
Journal of veterinary internal medicine    April 6, 2006   Volume 20, Issue 2 371-376 doi: 10.1892/0891-6640(2006)20[371:moftci]2.0.co;2
Breuhaus BA, Refsal KR, Beyerlein SL.The purpose of the study reported here was to validate measurement of free thyroxine (fT4) concentration in equine serum by equilibrium dialysis (fT4D), and to compare values with fT4 concentration measured directly and with total T4 (TT4) concentration. The fT4D, fT4, and TT4 concentrations were measured over a range of values in euthyroid horses and horses made hypothyroid by administration of propylthiouracil (PTU). Concentrations of fT4D (<1.8-83 pmol/L) were consistently higher than those of fT4 (<1-40 pmol/L). There was a significant (P < .001) regression of fT4D on fT4 in 503 s...
Management factors affecting stereotypies and body condition score in nonracing horses in Prince Edward Island.
The Canadian veterinary journal = La revue veterinaire canadienne    April 4, 2006   Volume 47, Issue 2 136-143 
Christie JL, Hewson CJ, Riley CB, McNiven MA, Dohoo IR, Bate LA.In North America, there are few representative data about the effects of management practices on equine welfare. In a randomized survey of 312 nonracing horses in Prince Edward Island (response rate 68.4%), owners completed a pretested questionnaire and a veterinarian examined each horse. Regression analyses identified factors affecting 2 welfare markers: body condition score (BCS) and stereotypic behavior. Horses' BCSs were high (mean 5.7, on a 9-point scale) and were associated with sex (males had lower BCSs than females; P < 0.001) and examination date (P = 0.052). Prevalences of crib bi...
A comparison of survival models for assessing risk of racehorse fatality.
Preventive veterinary medicine    March 20, 2006   Volume 74, Issue 1 3-20 doi: 10.1016/j.prevetmed.2006.01.003
Henley WE, Rogers K, Harkins L, Wood JL.Survival analysis was used to assess risk factors for fatal injuries on UK race courses. This allowed assessment of variation due to temporal horse-level effects, including previous racing intensity and historical distribution of race types, as well as race-level factors. Comparisons were made between measuring survival time as number of days and as number of races to injury from the first race. Two related models were presented for time as number of races to injury: a Cox regression model fitted using partial likelihood, with the Efron approximation to handling ties, and a discrete-time logit...
Real-time ultrasound measure of the fetal eye (vitreous body) for prediction of parturition date in small ponies.
Theriogenology    January 19, 2006   Volume 66, Issue 2 331-337 doi: 10.1016/j.theriogenology.2005.11.019
Turner RM, McDonnell SM, Feit EM, Grogan EH, Foglia R.Ultrasonographic fetal eye measures have been used to estimate gestational age of the fetus in light horse mares. However, fetal eye measures have not been published for smaller pony breeds. This study was conducted to develop reference ranges for ultrasonographic measures of fetal eyes in small ponies for the purpose of predicting days before parturition (DBP) when breeding or ovulation dates are unknown. Twenty-three Shetland-type pony mares were studied across one (n = 10) or two (n = 13) gestations in 2004 (18 pregnancies) and 2005 (18 pregnancies). Measurements of fetal eyes were obtained...
Use of proxies and reference quintiles obtained from minimal model analysis for determination of insulin sensitivity and pancreatic beta-cell responsiveness in horses.
American journal of veterinary research    December 29, 2005   Volume 66, Issue 12 2114-2121 doi: 10.2460/ajvr.2005.66.2114
Treiber KH, Kronfeld DS, Hess TM, Boston RC, Harris PA.To develop proxies calculated from basal plasma glucose and insulin concentrations that predict insulin sensitivity (SI; L.min(-1) x mU(-1)) and beta-cell responsiveness (ie, acute insulin response to glucose [AIRg]; mU/L x min(-1)) and to determine reference quintiles for these and minimal model variables. Methods: 1 laminitic pony and 46 healthy horses. Methods: Basal plasma glucose (mg/dL) and insulin (mU/L) concentrations were determined from blood samples obtained between 8:00 AM and 9:00 AM. Minimal model results for 46 horses were compared by equivalence testing with proxies for screeni...
Regression and resurgence of the CL following PGF2alpha treatment 3 days after ovulation in mares.
Theriogenology    October 20, 2005   Volume 65, Issue 8 1605-1619 doi: 10.1016/j.theriogenology.2005.08.024
Bergfelt DR, Pierson RA, Ginther OJ.The present study was designed to characterize and compare the physiology and ultrasonographic morphology of the corpus luteum (CL) during regression and resurgence following a single dose of native prostaglandin F2alpha (PGF) given 3 days after ovulation, with a more conventional treatment given 10 days after ovulation. On the day of pre-treatment ovulation (Day 0), horse mares were randomly assigned to receive PGF (Lutalyse; 10 mg/mare, i.m.) on Day 3 (17 mares) or Day 10 (17 mares). Beginning on either Days 3 or 10, follicle and CL data and blood samples were collected daily until post-trea...
Evaluation of plasma catecholamine and serum cortisol concentrations in horses with colic.
Journal of the American Veterinary Medical Association    July 29, 2005   Volume 227, Issue 2 276-280 doi: 10.2460/javma.2005.227.276
Hinchcliff KW, Rush BR, Farris JW.To evaluate plasma epinephrine and norepinephrine concentrations and serum cortisol concentration in horses with colic and assess the relationship of these variables with clinical signs, routinely measured clinicopathologic variables, and outcome in affected horses. Methods: Prospective observational study. Methods: 35 horses with colic. Methods: Blood samples were collected within 30 minutes of arrival at the veterinary hospital from horses referred because of colic. Plasma and serum samples were analyzed for cortisol, epinephrine, norepinephrine, lactate, and electrolyte concentrations and a...
Risk factors for injury to the superficial digital flexor tendon and suspensory apparatus in Thoroughbred racehorses in New Zealand.
New Zealand veterinary journal    July 14, 2005   Volume 53, Issue 3 184-192 doi: 10.1080/00480169.2005.36503
Perkins NR, Reid SW, Morris RS.To investigate risk factors for injury to the superficial digital flexor tendon (SDFT) and suspensory apparatus (SA) of the forelimbs in Thoroughbred racehorses in New Zealand. Methods: Poisson and negative binomial regression, with exposure time represented by cumulative training days for each horse, were used to relate explanatory variables to the incidence rate (IR) of cases of inflammation of the SDFT (n=51), and injuries involving the SA (n=48) in a population of 1,571 commercially- trained racehorses over 554,745 study days. Only the first occurrence of an injury for any one horse was el...
Factors associated with the wastage and achievements in competition of event horses registered in the United Kingdom.
The Veterinary record    July 5, 2005   Volume 157, Issue 1 9-13 doi: 10.1136/vr.157.1.9
O'Brien E, Stevens KB, Pfeiffer DU, Hall J, Marr CM.The aims of this study were to estimate the wastage of horses registered for eventing in Britain, to investigate the reasons for this wastage and to evaluate factors affecting the horses' achievement of grade I status (at least 61 points) while registered. An analysis of the database of the British Eventing register found that 33.7 per cent of horses registered for the first time in 1999 were not re-registered for eventing in subsequent years. By using multivariable logistic regression analysis, it was shown that horses that were kept at an event yard were more likely to be re-registered than ...
Risk factors for cross-country horse falls at one-day events and at two-/three-day events.
Veterinary journal (London, England : 1997)    June 13, 2005   Volume 170, Issue 3 318-324 doi: 10.1016/j.tvjl.2005.05.003
Murray JK, Singer ER, Morgan KL, Proudman CJ, French NP.The cross-country phase of eventing competitions has been associated with injuries and fatalities to horses and riders. A case-control study was carried out to identify variables that were associated with increased or decreased risk of a horse fall on the cross-country phase at event competitions. After initial analysis, the dataset was split according to the categories of one-day events as compared to two- or three-day events to establish whether significant risk factors varied between the different types of eventing competitions. Data were collected for 121 cases (horse falls) at one-day eve...
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