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.
Computer-assisted kinematic evaluation of induced compensatory movements resembling lameness in horses trotting on a treadmill.
American journal of veterinary research    May 20, 2005   Volume 66, Issue 4 646-655 doi: 10.2460/ajvr.2005.66.646
Kelmer G, Keegan KG, Kramer J, Wilson DA, Pai FP, Singh P.To characterize compensatory movements of the head and pelvis that resemble lameness in horses. Methods: 17 adult horses. Methods: Kinematic evaluations were performed while horses trotted on a treadmill before and after shoe-induced lameness. Lameness was quantified and the affected limb determined by algorithms that measured asymmetry in vertical movement of the head and pelvis. Induced primary lameness and compensatory movements resembling lameness were assessed by the Friedman test. Association between induced lameness and compensatory movements was examined by regression analysis. Results...
Statistical analysis of some factors affecting the number of horse births in France.
Reproduction, nutrition, development    March 15, 2005   Volume 44, Issue 6 583-595 doi: 10.1051/rnd:2004055
Langlois B, Blouin C.Declarations of matings (535,746) and 308,549 consecutive declarations of birth from 1989 to 1999 were analysed by logistic regression in order to determine the effects of year, breed and age of parents on numerical productivity (the number of foals declared per mated mare per year). For the years 1994 to 1999, the status of the mare, type of mating and month of first mating, were also available. The effect of inbreeding and, for warm-blooded horses, the effect of the level of performances or the effect of the level of breeding value estimation were also analysed. The main results are the foll...
The effect of speed and gradient on hyperextension of the equine carpus.
Veterinary journal (London, England : 1997)    December 10, 2004   Volume 171, Issue 1 169-171 doi: 10.1016/j.tvjl.2004.10.010
Burn JF, Portus B, Brockington C.The equine carpus has a well-defined limit to joint extension at approximately 180 degrees . During locomotion however, the carpus hyperextends during stance phase. Hyperextension is resisted by the carpal bones and ligaments, and it has been proposed that large increased hyperextension might relate to potentially damaging stress levels in the carpus. The aim of this study was to investigate the relationship between peak hyperextension of the carpus (PCE) and speed during locomotion on the level and on an incline. Five Thoroughbred horses were exercised on a treadmill at speeds between 1.8 and...
Correlation between plasma alpha-melanocyte-stimulating hormone concentration and body mass index in healthy horses.
American journal of veterinary research    November 30, 2004   Volume 65, Issue 11 1469-1473 doi: 10.2460/ajvr.2004.65.1469
Donaldson MT, McFarlane D, Jorgensen AJ, Beech J.To evaluate the correlation between plasma alpha-melanocyte-stimulating hormone (alpha-MSH) concentration and body mass index (BMI) in healthy horses. Methods: 82 healthy horses. Methods: Plasma alpha-MSH concentration was determined by radioimmunoassay. At the time blood samples were collected, body condition scores (BCS) were determined and measurements of girth circumference, body length, and height were obtained. Weight was estimated by use of the following formula: estimated weight (kg) = [girth (cm)2 x length (cm)]/11,877. Body mass index was calculated as estimated weight (kg)/height (m...
A Bayesian approach to prediction of stallion daily sperm output.
Theriogenology    October 30, 2004   Volume 62, Issue 9 1607-1617 doi: 10.1016/j.theriogenology.2004.03.015
Thompson JA, Love CC, Stich KL, Brinsko SP, Blanchard TL, Varner DD.In equine breeding, the number of spermatozoa ejaculated is considered an important factor in fertility. Methods for predicting the number of spermatozoa have been derived from semen collection procedures. A once-daily collection period for 10 days is a standard recommendation to predict long-term daily sperm output (DSO). The first objective of this study was to determine the precision or repeatability of these DSO predictions. Semen was collected and evaluated daily during four periods for 10 days, for 15 different stallions. The analytical methods utilized hierarchal Bayesian modeling as im...
Population pharmacokinetics of marbofloxacin in horses: preliminary analysis.
Journal of veterinary pharmacology and therapeutics    October 27, 2004   Volume 27, Issue 5 283-288 doi: 10.1111/j.1365-2885.2004.00591.x
Peyrou M, Doucet MY, Vrins A, Concordet D, Schneider M, Bousquet-Mélou A.Population pharmacokinetic of marbofloxacin was investigated on 21 healthy and 16 diseased horses to assess interindividual variability of drug exposure. Demographic, physiologic and disease covariables were tested using mixed effects models. As a preliminary analysis, this study has demonstrated that none of the tested covariables were significant in regression models for compartmental volumes or clearance of distribution, but the clinical status of the horse (healthy/diseased) was a significant covariable (P < 0.01) for systemic clearance. Clearance had a lower mean and a higher variance ...
Evidence supporting the inclusion of strains from each of the two co-circulating lineages of H3N8 equine influenza virus in vaccines.
Vaccine    September 15, 2004   Volume 22, Issue 29-30 4101-4109 doi: 10.1016/j.vaccine.2004.02.048
Daly JM, Yates PJ, Newton JR, Park A, Henley W, Wood JL, Davis-Poynter N, Mumford JA.Two lineages of antigenically distinct equine influenza A H3N8 subtype viruses, American and European, co-circulate. Experiments were conducted in ponies to investigate the protection induced by vaccines containing virus from one lineage against challenge infection with homologous or heterologous virus. Regression analysis showed that vaccinated ponies with average pre-challenge single radial haemolysis (SRH) antibody levels (i.e. 45-190mm2) had a higher probability of becoming infected if they were vaccinated with virus heterologous to the challenge strain than if they were vaccinated with ho...
Risk factors associated with fecal Salmonella shedding among hospitalized horses with signs of gastrointestinal tract disease.
Journal of the American Veterinary Medical Association    August 25, 2004   Volume 225, Issue 2 275-281 doi: 10.2460/javma.2004.225.275
Ernst NS, Hernandez JA, MacKay RJ, Brown MP, Gaskin JM, Nguyen AD, Giguere S, Colahan PT, Troedsson MR, Haines GR, Addison IR, Miller BJ.To estimate prevalence of and identify risk factors for fecal Salmonella shedding among hospitalized horses with signs of gastrointestinal tract disease. Methods: Cross-sectional study. Methods: 465 hospitalized horses with gastrointestinal tract disease. Methods: Horses were classified as positive or negative for fecal Salmonella shedding during hospitalization by means of standard aerobic bacteriologic methods. The relationship between investigated exposure factors and fecal Salmonella shedding was examined by means of logistic regression. Results: The overall prevalence of fecal Salmonella ...
Variation in free jumping technique within and among horses with little experience in show jumping.
American journal of veterinary research    July 30, 2004   Volume 65, Issue 7 938-944 doi: 10.2460/ajvr.2004.65.938
Santamaría S, Bobbert ME, Back W, Barneveld A, van Weeren PR.To quantify variation in the jumping technique within and among young horses with little jumping experience, establish relationships between kinetic and kinematic variables, and identify a limited set of variables characteristic for detecting differences in jumping performance among horses. Methods: Fifteen 4-year-old Dutch Warmblood horses. Methods: The horses were raised under standardized conditions and trained in accordance with a fixed protocol for a short period. Subsequently, horses were analyzed kinematically during free jumping over a fence with a height of 1.05 m. Results: Within-hor...
Case-control investigation of the factors affecting the risk of horses falling during steeplechase racing in the UK.
The Veterinary record    July 22, 2004   Volume 155, Issue 1 11-15 doi: 10.1136/vr.155.1.11
Pinchbeck GL, Clegg PD, Proudman CJ, Morgan KL, French NP.A concurrent case-control study of 12 UK racecourses was made between March 1, 2000, and August 31, 2001, to identify and quantify the factors associated with the risk of horses falling in steeplechase races. Cases were defined as a jumping effort at a steeplechase fence that resulted in a fall and controls were defined as a successful jumping effort over any steeplechase fence at any of the 12 racecourses within 14 days before or after the case fall. Information on the horse, the jockey and the race were collected and all the fences on all the courses were surveyed. Conditional logistic regre...
What is the likelihood that Thoroughbred foals treated for septic arthritis will race?
Equine veterinary journal    July 16, 2004   Volume 36, Issue 5 452-456 doi: 10.2746/0425164044868396
Smith LJ, Marr CM, Payne RJ, Stoneham SJ, Reid SW.Septic arthritis is a serious problem in the neonate, with a poor prognosis being reported for recovery. The impact of neonatal septic arthritis on the likelihood that Thoroughbred (TB) foals will start on a racecourse is not known. Objective: The development of septic arthritis in a TB foal significantly reduces the likelihood that it will race when compared to foals from the same dam. Methods: Medical records of 69 foals treated for septic arthritis were reviewed. The dam's foaling records were reviewed and lifetime racing records were then retrieved for both the affected foals and at least ...
Effect of laryngoplasty on respiratory noise reduction in horses with laryngeal hemiplegia.
Equine veterinary journal    July 16, 2004   Volume 36, Issue 5 420-425 doi: 10.2746/0425164044868440
Brown JA, Derksen FJ, Stick JA, Hartmann WM, Robinson NE.Laryngoplasty is the technique of choice for treatment of laryngeal hemiplegia, with the aim of improving airway function and/or eliminating respiratory noise. However, there are no quantitative data in the literature describing the effect of laryngoplasty on upper airway noise or its relationship to upper airway mechanics in horses with laryngeal hemiplegia. Objective: To determine whether laryngoplasty reduces respiratory noise in exercising horses with laryngeal hemiplegia; and to establish whether the degree of upper airway obstruction can be predicted by upper airway noise, or the degree ...
Seasonal development of Cyathostominae larvae on pasture in a northern temperate region of the United Kingdom.
Veterinary parasitology    May 25, 2004   Volume 119, Issue 4 307-318 doi: 10.1016/j.vetpar.2003.11.014
Ramsey YH, Christley RM, Matthews JB, Hodgkinson JE, McGoldrick J, Love S.A study following the development of Cyathostominae from egg to the infective larval third stage was conducted from April to December 2001 in west central Scotland. Duplicate samples (1 kg) of naturally infected faeces were placed on a 78 cm2 plot each week on a cyathostomin-free pasture. Subsamples of the grass surrounding the faecal plot were collected weekly on four occasions and the number of larvae obtained determined. Few larvae were recovered in the first week of development of individual plots, followed by a rise in the numbers of larvae in second, third and fourth weeks of development...
An epidemiological study of risk factors associated with the recurrence of equine grass sickness (dysautonomia) on previously affected premises.
Equine veterinary journal    March 25, 2004   Volume 36, Issue 2 105-112 doi: 10.2746/0425164044868639
Newton JR, Hedderson EJ, Adams VJ, McGorum BC, Proudman CJ, Wood JL.The reasons why equine grass sickness (EGS) recurs on premises are unknown and, consequently, practical methods for reducing the risk of recurrence are not available. Objective: To identify risk factors associated with recurrence of EGS on premises and to gain possible insights into the pathogenesis of the disease. Methods: Data on disease history and risk factors were collected by postal questionnaire from premises with EGS cases between 1st January 1997 and 31st December 2001. Data on variation in rates of recurrence of EGS for different risk factors were analysed using Poisson regression an...
Weight prediction from linear measures of growing Thoroughbreds.
Equine veterinary journal    March 25, 2004   Volume 36, Issue 2 149-154 doi: 10.2746/0425164044868585
Staniar WB, Kronfeld DS, Hoffman RM, Wilson JA, Harris PA.Monitoring weight of foals is a useful management practice to aid in maximising athletic potential while minimising risks associated with deviations from normal growth. Objective: To develop predictive equations for weight, based on linear measurements of growing Thoroughbreds (TBs). Methods: Morphometric equations predicting weight from measurements of the trunk and legs were developed from data of 153 foals. The accuracy, precision and bias of the best fitting equation were compared to published equations using a naive data set of 22 foals. Results: Accuracy and precision were maximised with...
Serum osteocalcin in donkeys as evaluated with an equine-specific radioimmunoassay.
Journal of animal physiology and animal nutrition    February 1, 2004   Volume 88, Issue 1-2 1-6 doi: 10.1111/j.1439-0396.2004.00443.x
Carstanjen B, Amory H, Youssao I, Remy B.The purpose of this study was to validate an equine-specific osteocalcin (OC) radioimmunoassay (RIA) for use in donkeys and to establish age-related changes in serum OC concentrations in healthy donkeys. Serial dilutions of donkey serum showed parallelism with standard curves obtained with the equine-specific OC RIA. There was a tight linear regression between donkey serum OC values obtained with the equine specific OC RIA and a commercially available bovine-specific OC RIA. Serum OC levels of 27 healthy donkeys, analysed with the equine-specific OC RIA, showed a tight negative logarithmic reg...
Factors affecting plasma progesterone concentration and the retrospective determination of time of ovulation in cyclic mares.
Theriogenology    December 10, 2003   Volume 61, Issue 2-3 203-214 doi: 10.1016/s0093-691x(03)00211-5
Nagy P, Huszenicza G, Reiczigel J, Juhász J, Kulcsár M, Abaváry K, Guillaume D.Factors influencing plasma progesterone concentration were investigated in seven mares. Two-phase logistic curves were fitted (r=0.98) to plasma progesterone concentrations of blood samples collected once daily. In addition to the effect of time (P<0.001), there were differences (P<0.01) among mares in the peak height of the progesterone plateau and in the (area under the curve) AUC. Plasma progesterone concentrations were higher (P<0.001) after a multiple versus single ovulation. There was an effect of season (P<0.001), but no significant effect of luteal morphology. The retrospec...
Hypomagnesemia in hospitalized horses.
Journal of veterinary internal medicine    December 9, 2003   Volume 17, Issue 6 860-867 doi: 10.1111/j.1939-1676.2003.tb02526.x
Johansson AM, Gardner SY, Jones SL, Fuquay LR, Reagan VH, Levine JF.This study was initiated to identify the signalment and clinical variables potentially associated with hypomagnesemia in horses evaluated at the North Carolina State University, College of Veterinary Medicine (NCSU-CVM) veterinary teaching hospital between January 1999 and May 2001. A nested case reference study (nested case-control study) was conducted to examine the potential relationship between hypomagnesemia and signalment, serum chemistry panel analyses, number of hospitalization days, discharge status, and diagnosis. A series of independent and multivariable logistic regression models w...
M-mode echocardiographic ratio indices in normal dogs, cats, and horses: a novel quantitative method.
Journal of veterinary internal medicine    October 8, 2003   Volume 17, Issue 5 653-662 doi: 10.1111/j.1939-1676.2003.tb02496.x
Brown DJ, Rush JE, MacGregor J, Ross JN, Brewer B, Rand WM.A novel method for quantitative echocardiographic interpretations is introduced based on the calculation of ratio indices in which each raw M-mode measurement is divided by the aortic root dimension (Ao). "Aorta-based" indices were calculated with the animal's measured aortic root dimension (Ao(m)) as the length standard. Conversely, "weight-based" indices employed an idealized estimate of aortic dimension (Ao(w)) with a weighted least squares linear regression against the cube root of body weight (Ao(w) = kW(1/3)). Use of these indices circumvented undesirable statistical characteristics inhe...
Accuracy of pulse oximetry and capnography in healthy and compromised horses during spontaneous and controlled ventilation. Koenig J, McDonell W, Valverde A.The objective of this prospective clinical study was to evaluate the accuracy of pulse oximetry and capnography in healthy and compromised horses during general anesthesia with spontaneous and controlled ventilation. Horses anesthetized in a dorsal recumbency position for arthroscopy (n = 20) or colic surgery (n = 16) were instrumented with an earlobe probe from the pulse oximeter positioned on the tip of the tongue and a sample line inserted at the Y-piece for capnography. The horses were allowed to breathe spontaneously (SV) for the first 20 min after induction, and thereafter ventilation wa...
Case-control study to investigate risk factors for horse falls in hurdle racing in England and Wales.
The Veterinary record    May 24, 2003   Volume 152, Issue 19 583-587 doi: 10.1136/vr.152.19.583
Pinchbeck GL, Clegg PD, Proudman CJ, Morgan KL, French NP.Between March 1, 2000 and August 31, 2001, a case-control study was conducted on 12 racecourses in England and Wales to identify and quantify the risk factors associated with horse falls in hurdle races. The cases and controls were defined so that variables relating to the horse, the jockey, the race and racecourse, and the jump could be considered. The cases were defined as a jumping effort at a hurdle flight that resulted in a fall, and the controls were defined as a successful jump over a hurdle at any of the 12 racecourses within 14 days before or after the case fall. Conditional logistic ...
Evaluation of a stochastic Markov-chain model for the development of forelimb injuries in Thoroughbred racehorses.
American journal of veterinary research    March 29, 2003   Volume 64, Issue 3 328-337 doi: 10.2460/ajvr.2003.64.328
Hill AE, Carpenter TE, Gardner IA, Stover SM.To evaluate a Markov-chain model for the development of forelimb injuries in Thoroughbreds and to use the model to determine effects of reducing sprint distance on incidence of metacarpal condylar fracture (CDY) and severe suspensory apparatus injury (SSAI). Methods: Weekly exercise and injury data for 122 Thoroughbreds during racing or training. Methods: Weekly data were used to construct a Markov-chain model with 5 states (uninjured [UNINJ], palpable suspensory apparatus injury [PSAII, SSAI, CDY, and lost to follow-up [LOST]). Transition probabilities between UNINJ and PSAI were estimated as...
Risk factors associated with behavioural disorders of crib-biting, weaving and box-walking in Swiss horses.
Equine veterinary journal    March 18, 2003   Volume 35, Issue 2 158-163 doi: 10.2746/042516403776114216
Bachmann I, Audigé L, Staᆲher M.Studies on the prevalence of behavioural disorders in horses and on associated risk factors have revealed inconsistent results. There are many studies on the neuropharmacological, surgical or mechanical therapy of stereotypies, but little is known about their causation. Objective: To explore risk factors associated with the occurrence of behavioural disorders in horses. Methods: A sample of horse owners, selected randomly and representative for Switzerland, was contacted in a postal survey. Answers were provided for 622 stables (response rate 35.2%). Individual data of 2,341 horses were examin...
Standardisation and comparison of serial dilution and single dilution enzyme linked immunosorbent assay (ELISA) using different antigenic preparations of the Babesia (Theileria) equi parasite.
Veterinary research    February 18, 2003   Volume 34, Issue 1 71-83 doi: 10.1051/vetres:2002055
Kumar S, Kumar Y, Malhotra DV, Dhar S, Nichani AK.Serial dilution and single dilution enzyme linked immunosorbent assays (ELISA) were standardised and their sensitivity and specificity were compared for serodiagnosis of Babesia equi infection. The antibody titres of 24 donkey sera of known identity were determined separately by serial dilution ELISA using three different B. equi antigens namely whole merozoite (WM), cell membrane (CM) and high speed supernatant (HSS). The ratios of the optical density (OD) of known positive and known negative sera at different serum dilutions were calculated and termed as the positive/negative (P/N) ratio. Th...
Diagnostic decision rule for support in clinical assessment of the need for surgical intervention in horses with acute abdominal pain. Thoefner MB, Ersbøll BK, Jansson N, Hesselholt M.A prospective survey of horses with colic referred to a university hospital was undertaken to elaborate on a simple clinical decision support system capable of predicting whether or not horses require surgical intervention. Cases were classified as requiring surgical intervention or not on the basis of intraoperative findings or necropsy reports. Logistic regression analysis was applied to identify predictors with the strongest association with treatment needed. The classification and regression tree (CART) methodology was used to combine the variables in a simple classification system. The pe...
Metabolic responses to submaximal field exercise tests and relationships with racing performance in pacing Standardbreds.
Equine veterinary journal. Supplement    October 31, 2002   Issue 34 112-115 doi: 10.1111/j.2042-3306.2002.tb05401.x
Davie AJ, Priddle TL, Evans DL.This study was undertaken to invesigate the application of submaximal field tests in assessment of performance. A submaximal field exercise test consisting of 2 bouts of pacing for 1600 m, with 5 min rest or walking between runs was performed on Standardbred racehorses at 2 training centres (A and B). Performance indices were compiled for each horse: number of race starts, number of race wins, number of race placings (1, 2 or 3), and lifetime earnings. Regression analysis was conducted to describe the relationship between plasma lactate concentrations and speed for tests one, 2 and pooled resu...
Relationship between body composition, blood volume and maximal oxygen uptake.
Equine veterinary journal. Supplement    October 31, 2002   Issue 34 485-490 doi: 10.1111/j.2042-3306.2002.tb05470.x
Kearns CF, McKeever KH, John-Alder H, Abe T, Brechue WF.It has long been known that body mass and, more specifically, lean body mass are strongly correlated with maximal oxygen uptake (VO2max) in man and animals. However, there are no data to date describing this phenomenon in the horse. The purpose of this paper is to examine the relationship between body composition and VO2max in the horse. Twenty-three healthy and unfit Standardbred mares performed an incremental exercise test (GXT) to measure VO2max. Rump fat thickness (RTH), a measure of fat covering, was measured using B-mode ultrasound. Plasma volume, total blood volume and red cell volume w...
A lactate-guided conditioning programme to improve endurance performance.
Equine veterinary journal. Supplement    October 31, 2002   Issue 34 122-125 doi: 10.1111/j.2042-3306.2002.tb05403.x
Trilk JL, Lindner AJ, Greene HM, Alberghina D, Wickler SJ.Blood lactate measurements are used widely in horses to assess athletic performance, but there are few published data on using lactate as a guide for endurance improvement. The velocity at which blood lactate concentration ([LA]) of 4 mmol/l is reached (v4) is widely used to determine fitness. In an earlier study of v4, exercise at low intensities for longer duration was more effective at improving endurance than shorter, higher intensities. However, the prescription was unchanged during the study (6 weeks). We hypothesised that, to produce greater improvement in v4 in the same time frame, it ...
Modelling the oxygen cost of transport in competitions over ground of variable slope.
Equine veterinary journal. Supplement    October 31, 2002   Issue 34 397-401 doi: 10.1111/j.2042-3306.2002.tb05455.x
Schroter RC, Marlin DJ.This study provides an objective method for estimating the oxygen consumption of horses while running on variable slopes so that realistic comparisons may be made of the locomotory transport cost involved in 3-day events, particularly the Speed and Endurance Test, at sites of differing terrain. A knowledge of the work profile over a particular course would enable competitors to plan speed and interval times appropriately along its length. We have developed a semi-empirical, but mechanistically based, model to calculate the oxygen cost of transport [COTpath in ml O2/kg/m path] for running on th...
Effect of walking velocity on forelimb kinematics and kinetics.
Equine veterinary journal. Supplement    October 31, 2002   Issue 34 325-329 doi: 10.1111/j.2042-3306.2002.tb05441.x
Khumsap S, Clayton HM, Lanovaz JL, Bouchey M.A database of biomechanical variables obtained from normal horses walking at a range of velocities is needed for comparison with the variables obtained from lame horses in which velocity cannot be predetermined. The objective was to investigate velocity-dependent changes in selected kinematic variables, ground reaction forces (GRF) and net joint energies in the forelimb and to develop statistical equations to calculate expected values of these variables for horses walking at different velocities. Five sound horses walked at a range of velocities (0.82 to 1.91 m/s) over a force plate. Kinematic...
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