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.
Risk factors and sources of variation in horse falls in steeplechase racing in the UK.
Preventive veterinary medicine    October 18, 2002   Volume 55, Issue 3 179-192 doi: 10.1016/s0167-5877(02)00098-3
Pinchbeck GL, Clegg PD, Proudman CJ, Morgan KL, Wood JL, French NP.We identified risk factors associated with falling during steeplechase racing. We used retrospective data from all steeplechase runs on UK racecourses during 1999: 10,866 starts with 647 horse falls. The relationship between continuous variables and falling was assessed using generalised additive models (GAMs). Polynomial fits then were included in a multilevel, multivariable logistic-regression model. The number of runners had a linear, positive association with the risk of falling. The distance of the race had a non-linear relationship with the risk of falling; the risk steadily increased in...
Factors associated with development of ileal impaction in horses with surgical colic: 78 cases (1986-2000).
Equine veterinary journal    October 3, 2002   Volume 34, Issue 5 464-468 doi: 10.2746/042516402776117773
Little D, Blikslager AT.Deal impaction is prevalent in the south-eastern USA, where feeding of Coastal Bermuda hay has been implicated as a risk factor. Alternatively, infection with the tapeworm Anoplocephala perfoliata has been identified as a risk factor for ileal impaction in the UK. We hypothesised that feeding Coastal Bermuda hay and failure to administer routinely an anthelmintic with efficacy against tapeworms would place horses at risk of developing ileal impaction in the USA. Seventy-eight horses, with surgically confirmed ileal impaction and 100 horses admitted for colic that did not have an ileal impactio...
Heparinised blood ionised calcium concentrations in horses with colic or diarrhoea compared to normal subjects.
Equine veterinary journal    October 3, 2002   Volume 34, Issue 5 528-531 doi: 10.2746/042516402776117692
van der Kolk JH, Nachreiner RF, Refsal KR, Brouillet D, Wensing T.Our objectives were to 1) establish ionised calcium (ICa), C-terminal PTH and biologically active PTH (intact molecule) concentrations in blood from normal horses, 2) examine the stability of ionised calcium and acid-base values in stored equine heparinised blood and serum and 3) check the applicability of the formulas based on these parameters in certain disease states. Mean +/- s.d. % ionised calcium in heparinised blood of normal Warmbloods was 51 +/- 2.7 (n = 20) of total calcium, range 1.45-1.75 mmol/l (n = 15) at Michigan State University and 1.43-1.69 mmol/l (n = 20) at Utrecht Universi...
Long-term survival of equine surgical colic cases. Part 2: modelling postoperative survival.
Equine veterinary journal    October 3, 2002   Volume 34, Issue 5 438-443 doi: 10.2746/042516402776117881
Proudman CJ, Smith JE, Edwards GB, French NP.Colic surgery is a frequently performed operation with high postoperative mortality. This study was undertaken to identify variables associated with decreased postoperative survival. We used data from 321 horse years of postoperative survival time to model the probability of survival following recovery from colic surgery. Continuous variables were modelled using a 6 variable, penalised Cox regression model. This demonstrated approximately linear relationships between survival and the following variables: increase in packed cell volume (PCV), intestinal resection length, time to surgery (interv...
Effect heterogeneity by a matching covariate in matched case-control studies: a method for graphs-based representation.
American journal of epidemiology    August 28, 2002   Volume 156, Issue 5 463-470 doi: 10.1093/aje/kwf036
Kim I, Cohen ND, Carroll RJ.The authors describe a method for assessing and characterizing effect heterogeneity related to a matching covariate in case-control studies, using an example from veterinary medicine. Data are from a case-control study conducted in Texas during 1997-1998 of 498 pairs of horses with colic and their controls. Horses were matched by veterinarian and by month of examination. The number of matched pairs of cases and controls varied by veterinarian. The authors demonstrate that there is effect heterogeneity related to this characteristic (i.e., cluster size of veterinarians) for the association of c...
Fat-free mass is related to one-mile race performance in elite standardbred horses.
Veterinary journal (London, England : 1997)    July 2, 2002   Volume 163, Issue 3 260-266 doi: 10.1053/tvjl.2001.0656
Kearns CF, McKeever KH, Kumagai K, Abe T.This study examined whether body composition was predictive of competitive success in elite standardbreds (STB). Rump fat and muscle thickness (MTH) (vastus lateralis/intermedius [VL], extensor carpi radialis [ECR]) were measured in vivo in male n=6; female n=8 by B-mode ultrasound. Percentage body fat (%fat) was calculated from rump fat. There were no gender differences for age, body mass (males 432+/-11 kg; females 443+/-13 kg), fat-free mass (FFM) (males 400+/-12 kg; females 400+/-11 kg), ECR MTH (males 61+/-2 cm; females 60+/-2 cm) or race time (RT) (males 113+/-3 s; females 114+/-2 s). Ma...
Discriminant and multiple regression analysis of anemia and opportunistic infection in Fell pony foals.
Veterinary clinical pathology    June 19, 2002   Volume 29, Issue 3 84-86 doi: 10.1111/j.1939-165x.2000.tb00408.x
Dixon JB, Savage M, Wattret A, Taylor P, Ross G, Carter SD, Kelly DF, Haywood S, Phythian C, Macintyre AR, Bell SC, Knottenbelt DC, Green JR.A condition resembling acquired immunodeficiency with anemia has been described in British Fell pony foals. The pathogenesis is unknown. The present study involved 322 foals of which 164 were of Fell breed and 12 were affected. Discriminant and multiple regression analyses were used to test the results of all clinical pathology parameters from these foals for statistical association with (1) breed origin and (2) presence of disease. Only hematocrit associated significantly with presence of disease. However, significant associations were found with Fell breed origin, including serum albumin con...
Matching by horses on several concurrent variable-interval schedules.
Behavioural processes    June 3, 2002   Volume 26, Issue 2-3 69-76 doi: 10.1016/0376-6357(92)90003-V
Dougherty DM, Lewis P.Using three horses we imvestigated responding on several concurrent variable-interval schedules. Each horse was first trained, using the method of successive approximations, to press a response lever with its upper lip. Following successful acquisition of the lip-press response, horses spent several days on pretraining schedules. These included a continuous reinforcement schedule and three variable-interval concurrent schedules: VI 15-sec VI 15-sec, VI 30-sec VI 30-sec, and VI 45-sec VI 45-sec. Horses were then exposed to the experimental sessions; sessions were conducted daily in the horse's ...
Plasma fibrinogen measurement in the horse: comparison of Millar’s technique with a chronometric technique and the QBC-Vet Autoreader.
Research in veterinary science    January 19, 2002   Volume 71, Issue 3 213-217 doi: 10.1053/rvsc.2001.0513
Tamzali Y, Guelfi JF, Braun JP.Plasma fibrinogen is widely used in horse practice as an unspecific positive marker of inflammatory diseases; it is also lowered in disseminated intravascular coagulation. Three fibrinogen measurement methods--Millar's heat-denaturation in a microhaematocrit tube, automated reader for heat-denaturation, and chronometric measurement of clot formation after addition of excess thrombin-were compared by means of Passing-Bablock's regression and Bland-Altman difference plots, in blood plasma of 30 clinically healthy and 57 diseased horses. Correlations between the three techniques were excellent (r...
Determination of hoof mass and centre of mass from morphological measurements.
Equine veterinary journal. Supplement    November 28, 2001   Issue 33 46-49 doi: 10.1111/j.2042-3306.2001.tb05357.x
Arabian AK, Lanovaz JL, Clayton HM.Determination of net joint moments and powers requires accurate measurements of mass and centre of mass (COM) for the limb segments. The objective of this research was to develop regression equations for calculating mass and COM of the hoof segment that are applicable over a wide range of hoof morphologies. Ninety-one hooves (mean +/- s.d. 0.99 +/- 0.50 kg) were weighed and the 3-dimensional COM determined using a mass balance technique. Ten morphological variables were measured and used as independent variables in linear regressions with dependent variables of mass and centre of mass. The reg...
Effect of walking velocity on hindlimb kinetics during stance in normal horses.
Equine veterinary journal. Supplement    November 28, 2001   Issue 33 21-26 doi: 10.1111/j.2042-3306.2001.tb05352.x
Khumsap S, Clayton HM, Lanovaz JL.The objectives of this study were to measure the effect of walking velocity on net joint moments and joint powers in the hindlimb during stance and to use the data to predict these variables at different walking velocities. Videographic and force data were collected synchronously from 5 sound horses walking over a force plate at a range of velocities. Force and kinematic data from 56 trials were combined using an inverse dynamic solution to determine net joint moments and joint powers. Analysis by simple regression and correlation (P or = 0.30, r > 0.50) showed that, in early stance, there...
Age distributions of horses with strangulation of the small intestine by a lipoma or in the epiploic foramen: 46 cases (1994-2000).
Journal of the American Veterinary Medical Association    July 7, 2001   Volume 219, Issue 1 87-89 doi: 10.2460/javma.2001.219.87
Freeman DE, Schaeffer DJ.To test the hypothesis that strangulation of the small intestine by a lipoma or in the epiploic foramen is more common in older horses. Methods: Retrospective study. Methods: 46 horses. Methods: Ages of horses with strangulation of the small intestine by a lipoma (n = 29) or in the epiploic foramen (17) were compared with ages of 79 horses with miscellaneous small intestinal lesions. Effects of increasing age on risk of the diseases of interest were examined by use of logistic regression and a 1-sided trend test for binomial proportions. Results: Mean age of the horses with strangulation in th...
Effect of walking velocity on ground reaction force variables in the hind limb of clinically normal horses.
American journal of veterinary research    June 13, 2001   Volume 62, Issue 6 901-906 doi: 10.2460/ajvr.2001.62.901
Khumsap S, Clayton HM, Lanovaz JL.To measure the effect of subject velocity on hind limb ground reaction force variables at the walk and to use the data to predict the force variables at different walking velocities in horses. Methods: 5 clinically normal horses. Methods: Kinematic and force data were collected simultaneously. Each horse was led over a force plate at a range of walking velocities. Stance duration and force data were recorded for the right hind limb. To avoid the effect of horse size on the outcome variables, the 8 force variables were standardized to body mass and height at the shoulders. Velocity was standard...
Pharmacokinetics of amoxycillin in normal horses and horses with experimental arthritis.
Journal of veterinary pharmacology and therapeutics    May 12, 2001   Volume 24, Issue 1 1-6 doi: 10.1046/j.1365-2885.2001.00290.x
Errecalde JO, Carmely D, Mariño EL, Mestorino N.The serum and synovial pharmacokinetics of amoxycillin (AMX) were studied after i.v. administration at a dosage of 40 mg/kg to normal horses and horses with induced aseptic carpal arthritis. The best estimates of serum and synovial pharmacokinetic parameters were calculated by mono or bivariable non-linear regression analysis. A biexponential equation was used to describe the concentration vs. time profiles in both normal and arthritic horses. There were no serum kinetic differences between normal and arthritic horses. There were, however, major synovial kinetic changes between these groups. T...
Evaluation of dual energy x-ray absorptiometry for in situ measurement of bone mineral density of equine metacarpi.
American journal of veterinary research    May 9, 2001   Volume 62, Issue 5 752-756 doi: 10.2460/ajvr.2001.62.752
McClure SR, Glickman LT, Glickman NW, Weaver CM.To determine the accuracy and precision of dual energy x-ray absorptiometry (DEXA) for measuring bone mineral density in horses in situ. Sample Population-12 randomly selected forelimbs from 12 horses. Methods: Metacarpi were scanned in 2 planes and DEXA measurements obtained for 6 regions of interest (ROI). Each ROI was isolated and bone density measured by Archimedes' principle. Linear regression analysis was used to determine the correlation between the 2 measurements at each ROI. An additional metacarpus was measured 10 times to determine the coefficient of variation for both techniques. R...
Effects of ovarian input on GnRH and LH secretion immediately postovulation in pony mares.
Theriogenology    April 27, 2001   Volume 55, Issue 5 1095-1106 doi: 10.1016/s0093-691x(01)00469-1
Greaves HE, Kalariotes V, Cleaver BD, Porter MB, Sharp DC.The potential involvement of ovarian factors in regulating GnRH and LH postovulation was studied in ovarian intact (Group 1; n=3) and ovariectomized (OVX; Group 2; n=3) mares (OVX within 12 hr of ovulation). Blood samples were collected every 10 min for 6 hr from jugular vein (JV) and intercavernous sinus (ICS) during estrus and on Day 8 postovulation for LH and GnRH analysis. Additionally, JV samples were collected twice daily (12-hr intervals) for 30 days for LH and progesterone (P4) analysis. A significant treatment x day effect (P<0.0001) describes declining plasma LH concentrations in ...
Statistical shape analysis of volumetric capnograms: evaluation of a new approach for the assessment of pulmonary function in horses with chronic obstructive pulmonary disease.
Journal of veterinary medicine. A, Physiology, pathology, clinical medicine    April 24, 2001   Volume 48, Issue 2 75-84 doi: 10.1046/j.1439-0442.2001.00335.x
Herholz C, Straub R, Moens Y, Busato A.The shape of the volumetric capnogram is modified by airway obstruction, and the evaluation of this deformation could allow an indirect measurement of bronchial patency. The study included 35 horses; five horses without evidence of pulmonary disease (group I) and 30 horses suffering from different degrees of chronic obstructive pulmonary disease (COPD) (groups II-IV). Data of recorded CO2 and volume curves were off-line plotted and statistically analysed using regression analysis. Analyses were performed separately for fractions 25-95% (VTE25-95), 25-50% (VTE25-50) and 50-95% (VTE50-95) of exp...
Factors associated with Salmonella shedding among equine colic patients at a veterinary teaching hospital.
Journal of the American Veterinary Medical Association    March 31, 2001   Volume 218, Issue 5 740-748 doi: 10.2460/javma.2001.218.740
Kim LM, Morley PS, Traub-Dargatz JL, Salman MD, Gentry-Weeks C.To evaluate factors potentially associated with fecal Salmonella shedding among equine patients hospitalized for colic at a veterinary teaching hospital and to determine the effects of probiotic treatment on fecal Salmonella shedding and clinical signs. Methods: Longitudinal study and controlled trial. Methods: 246 equine colic patients. Methods: History and medical information were obtained from patient records. Fecal and environmental samples were submitted for aerobic bacterial culture for Salmonella enterica. Fifty-one patients were treated with a commercially available probiotic; 46 were ...
Risk factors for reduced postoperative fecal output in horses: 37 cases (1997-1998).
Journal of the American Veterinary Medical Association    February 24, 2001   Volume 218, Issue 3 414-420 doi: 10.2460/javma.2001.218.414
Little D, Redding WR, Blikslager AT.To determine prevalence and risk factors for development of ileus of the large intestine after surgery in horses, identified by reduced postoperative fecal output (RPFO). Methods: Retrospective study. Methods: 37 horses that developed RPFO after undergoing general anesthesia for reasons unrelated to the gastrointestinal tract. Methods: Fecal output was obtained from medical records as number of defecations per 24-hour period after surgery; RPFO was defined as < or = 3 defecations per 24-hour period after surgery. The reference population included 48 horses that defecated > or = 4 times during ...
Prognostic indicators in a Danish hospital-based population of colic horses.
Equine veterinary journal. Supplement    February 24, 2001   Issue 32 11-18 doi: 10.1111/j.2042-3306.2000.tb05328.x
Thoefner MB, Ersbøll AK, Hesselholt M.A prospective survey of 528 colic horses, referred to the Large Animal Hospital at the Royal Veterinary and Agricultural University of Copenhagen, Denmark, during the period August 1994 to December 1998, was undertaken to develop a predictive model for application in the clinical assessment of prognosis. In the multivariate logistic regression analysis, 357 colic cases were used in the elaboration of a simple clinical-practical model consisting of degree of pain, packed cell volume, capillary refill time and rectal temperature. The relationship between rectal temperature and outcome (survival/...
Career racing performance in Thoroughbreds treated with prosthetic laryngoplasty for laryngeal neuropathy: 52 cases (1981-1989).
Journal of the American Veterinary Medical Association    December 8, 2000   Volume 217, Issue 11 1689-1696 doi: 10.2460/javma.2000.217.1689
Strand E, Martin GS, Haynes PF, McClure JR, Vice JD.To compare racing performance before and after prosthetic laryngoplasty for treatment of laryngeal neuropathy in inexperienced and experienced Thoroughbred racehorses. Methods: Retrospective study. Methods: 52 Thoroughbred racehorses treated with prosthetic laryngoplasty for laryngeal neuropathy. Methods: Lifetime race records were analyzed by use of a verified regression model. Individual race records and hospital records were also reviewed. Results: Experienced horses had a decline in performance, as measured by performance index, earnings percentage, and mean prediction error, during the 6-...
Measurement of plasma colloid osmotic pressure in normal thoroughbred neonatal foals.
Journal of veterinary internal medicine    September 30, 2000   Volume 14, Issue 5 475-478 doi: 10.1892/0891-6640(2000)014<0475:mopcop>2.3.co;2
Runk DT, Madigan JE, Rahal CJ, Allison DN, Fredrickson K.A normal plasma colloid osmotic pressure (COP) interval was established for foals and compared to values for adult horses. Plasma samples were obtained from 38 Thoroughbred foals that had normal findings on postfoaling examination and 10 healthy Thoroughbred adult horses. Samples were analyzed using a commercially available colloid osmometer. Fifty samples were obtained from 38 foals. Twelve foals had 2 samples taken, 1 during the 1st 24 hours of life and the 2nd between 24 and 72 hours of life. For foals with 2 samples, only 1 randomly selected value was used in group analysis. Total plasma p...
Stereological estimation of volume-weighted mean glomerular volume from arbitrary sections of the equine kidney.
Journal of anatomy    September 27, 2000   Volume 197 ( Pt 2), Issue Pt 2 307-311 doi: 10.1046/j.1469-7580.2000.19720307.x
Beech DJ, Roche ED, Sibbons PD, Rossdale PD, Ousey JC.Mean glomerular volume has previously been estimated, using stereological techniques, specifically the point-sampled intercept (PSI), either from isotropic or from vertical sections. As glomeruli are approximately spherical structures, the same stereological technique was carried out on vertical and arbitrary sections to determine whether section orientation had any effect on mean glomerular volume estimation. Equine kidneys from 10 individuals were analysed using the PSI method of estimating volume-weighted mean glomerular volume (MGV); for each kidney, arbitrary and vertical sections were an...
Treatment of progressive ethmoidal haematoma using intralesional injections of formalin in three horses.
Australian veterinary journal    May 17, 2000   Volume 77, Issue 6 371-373 doi: 10.1111/j.1751-0813.1999.tb10306.x
Marriott MR, Dart AJ, Hodgson DR.Three Thoroughbred horses with unilateral progressive ethmoid haematomas were treated using intralesional injections of 10% formalin (4% formaldehyde solution). Injections were performed in the standing sedated horse through the nasal passages under endoscopic guidance and, when the ethmoid haematoma involved the paranasal sinuses, through holes trephined into the affected sinus. Regression of the lesions occurred in all cases after repeated injections. This technique appears to be a safe and effective treatment for progressive ethmoid haematomas in the horse.
Use of a non-linear spline regression to model time-varying fluctuations in mammary-secretion element concentrations of periparturient mares in Michigan, USA.
Preventive veterinary medicine    April 27, 2000   Volume 43, Issue 3 211-222 doi: 10.1016/s0167-5877(99)00099-9
Lloyd JW, Rook JS, Braselton E, Shea ME.A study was designed to model the fluctuations of nine specific element concentrations in mammary secretions from periparturient mares over time. During the 1992 foaling season, serial samples of mammary secretions were collected from all 18 pregnant Arabian mares at the Michigan State University equine teaching and research center. Non-linear regression techniques were used to model the relationship between element concentration in mammary secretions and days from foaling (which connected two separate sigmoid curves with a spline function); indicator variables were included for mare and mare ...
Two-dimensional polyacrylamide gel electrophoresis of equine seminal plasma proteins and their correlation with fertility.
Theriogenology    March 29, 2000   Volume 52, Issue 5 863-873 doi: 10.1016/S0093-691X(99)00178-8
Brandon CI, Heusner GL, Caudle AB, Fayrer-Hosken RA.The objectives of this study were to 1) identify proteins found in stallion seminal plasma utilizing two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) in conjunction with Western blot analysis; and 2) to determine if any of these individual proteins were correlated with stallion fertility utilizing regression analysis. Fertility was quantified by assigning a breeding score for each stallion. Each score was calculated by dividing the number of conceptions by the number of breedings for each stallion for four successive breeding seasons (1992-1995). Ejaculates from stallions of known ...
Relationship between ultrasonic characteristics of the corpus luteum, plasma progesterone concentration and early pregnancy diagnosis in Friesian mares.
Theriogenology    March 29, 2000   Volume 52, Issue 4 585-592 doi: 10.1016/s0093-691x(99)00154-5
Sevinga M, Schukken YH, Hesselink JW, Jonker FH.The purpose of the present study was to evaluate the change in cross-sectional area of the early corpus luteum (CL) and progesterone production in relation to subsequent pregnancy diagnosis. The cross-sectional area of the CL of 75 Friesian brood mares was measured by ultrasonography on Day 1 or 2 and Day 8 or 9 after ovulation. The change in cross-sectional area was expressed in a volume ratio. Plasma progesterone concentrations were measured on Days 8 to 9, and ultrasonography to determine pregnancy status was carried out on Day 17. The data obtained were analyzed by using a multiple logisti...
Dynamics of prostaglandin secretion, intrauterine fluid and uterine clearance in reproductively normal mares and mares with delayed uterine clearance.
Theriogenology    March 29, 2000   Volume 52, Issue 7 1181-1192 doi: 10.1016/S0093-691X(99)00210-1
Cadario ME, Thatcher WW, Klapstein E, Merrit AM, Archbald LF, Thatcher MJ, LeBlanc MM.Two experiments were performed to investigate relationships between oxytocin, prostaglandin release, uterine emptying and fluid accumulation in the uterus. In Experiment 1, the effect of oxytocin on the pattern of prostaglandin release during uterine clearance of radiocolloid was measured in 5 normal mares and 5 mares with delayed uterine clearance. Uterine clearance was measured during estrus by scintigraphy at 0, 60 and 120 min after colloid infusion. After the 120-min reading, 20 IU, i.v., oxytocin were given, and the amount of colloid cleared was measured at 135, 150 and 180 min. Plasma wa...
Correlation of two nonradioactive immunoassays to a radioimmunoassay technique for thyroxine measurement in equine serum. Solter PF, Farner S.The purpose of this study was to compare 2 different nonradioactive assay methods with a conventional radioimmunoassay (RIA) measuring the concentration of serum thyroxine (T4) in horses. Serum was obtained from 85 adult standardbred horses. The T4 concentration of each sample was analyzed by RIA, chemiluminescent enzyme immunoassay (CEI), and homogeneous enzyme immunoassay (HEI). The correlation between the HEI method and RIA method was significantly greater (r = 0.89) than the correlation between the CEI and the reference method (r = 0.53). In addition, the precision of the HEI method was si...
Digestible energy expenditure in grazing activity of growing horses.
Equine veterinary journal. Supplement    February 5, 2000   Issue 30 490-492 doi: 10.1111/j.2042-3306.1999.tb05271.x
Asai Y, Matsui A, Osawa T, Kawai M, Kondo S.Ten Thoroughbred yearlings (5 females and 5 males) were used to examine the effect of time of grazing on pasture forage and digestible energy (DE) intake, bodyweight gain and DE expenditure in grazing activity. Five females were grazed for 17 h/day (LTG), 5 males were grazed for 7 h/day (STG) and they were fed differently. As a result, DE intake from pasture forage of LTG horses and STG horses was 27.3 and 12.7-13.9 Mcal/day, respectively. The average daily gain (ADG) of LTG and STG horses was 0.37 and 0.39-0.61 kg/day, respectively. The regression lines between DE intake and ADG of both group...
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