Analyze Diet

Topic:Statistical Analysis

Statistical analysis in equine research involves the application of mathematical techniques to collect, review, and interpret data related to horse health, behavior, and performance. This field encompasses a variety of methods, including descriptive statistics, inferential statistics, and multivariate analysis, to identify patterns, test hypotheses, and draw conclusions from equine data. Statistical analysis aids in understanding various aspects of equine science, such as disease prevalence, treatment efficacy, genetic traits, and performance metrics. This page aggregates peer-reviewed research studies and scholarly articles that explore the methodologies, applications, and outcomes of statistical analysis in the context of equine studies.
Effects of preparation method, shear force, and exposure to collagen on release of growth factors from equine platelet-rich plasma.
American journal of veterinary research    February 2, 2011   Volume 72, Issue 2 271-278 doi: 10.2460/ajvr.72.2.271
Textor JA, Norris JW, Tablin F.To test the hypotheses that preparation method, exposure to shear force, and exposure to collagen affect the release of growth factors from equine platelet-rich plasma (PRP). Methods: PRP obtained from 6 horses. Methods: PRP was prepared via 2 preparation methods (tube and automated) and subjected to 6 treatment conditions (resting, detergent, exposure to shear via 21- and 25-gauge needles, and exposure to collagen [10 and 20 μg/mL]). Concentrations of platelet-derived growth factor, isoform BB (PDGF-BB); transforming growth factor β, isoform 1 (TGFβ₁); and insulin-like growth factor, iso...
Genetic analysis of ‘breeding field test status’ in Icelandic horses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    January 12, 2011   Volume 128, Issue 2 124-132 doi: 10.1111/j.1439-0388.2010.00902.x
Albertsdóttir E, Eriksson S, Sigurdsson Á, Árnason T.Genetic evaluation of Icelandic horses is currently based on results from breeding field tests where riding ability and conformation of the horses are evaluated over the course of 1-2 days. Only a small part of registered horses attend these field tests, and it can be assumed that these are not a random sample of the population. In this study, the trait test status was introduced, describing whether a horse was assessed in a breeding field test. This trait was analysed to find out whether it has a genetic variation and how it correlates genetically to other traits in the breeding goal. Breedin...
Core decompression of the equine navicular bone: an in vitro biomechanical study.
Veterinary surgery : VS    January 4, 2011   Volume 40, Issue 2 163-170 doi: 10.1111/j.1532-950X.2010.00766.x
Jenner F, Kirker-Head C.To determine the effect of core decompression surgery and bone mineral density (BMD) on the mechanical properties of equine navicular bones. Methods: Experimental, in vitro study. Methods: Fore limb navicular bones (n=36 pairs) from sound 2-5-year-old horses with no radiographic abnormalities of the distal aspect of the forelimbs. Methods: Navicular BMD was measured using dual energy X-ray absorptiometry. One randomly assigned navicular bone from each pair served as control. The contralateral test specimen was allocated to 1 of 6 treatment groups defined by drill bit size (3.2 versus 2.5 mm di...
Quantitative assessment of increased sensitivity of chronic laminitic horses to hoof tester evoked pain.
Equine veterinary journal    December 15, 2010   Volume 43, Issue 1 62-68 doi: 10.1111/j.2042-3306.2010.00137.x
Viñuela-Fernandez I, Jones E, McKendrick IJ, Molony V.To evaluate quantitative sensory testing (QST) of the feet of laminitic horses using a power-assisted hoof tester. Objective: Hoof Compression Thresholds (HCTs) can be measured reliably and are consistently lower in horses with chronic laminitis than in normal horses. Methods: HCTs of chronic laminitic (n=7) and normal horses (n=7) were repeatedly measured using a hydraulically powered and feedback controlled hoof tester. Data from 2 tests, at 3 sites in both forefeet, during 3 sessions were collected and statistically analysed using linear mixed models. Results: The mean±s.e. HCT for the lam...
Microarray analysis after strenuous exercise in peripheral blood mononuclear cells of endurance horses.
Animal genetics    November 26, 2010   Volume 41 Suppl 2 166-175 doi: 10.1111/j.1365-2052.2010.02129.x
Capomaccio S, Cappelli K, Barrey E, Felicetti M, Silvestrelli M, Verini-Supplizi A.It is known that moderate physical activity may have beneficial effects on health, whereas strenuous effort induces a state resembling inflammation. The molecular mechanisms underlying the cellular response to exercise remain unclear, although it is clear that the immune system plays a key role. It has been hypothesized that the physio-pathological condition that develops in athletes subjected to heavy training is caused by derangement of cellular immune regulation. The purpose of the present study was to obtain information on endurance horse gene transcription under strenuous conditions and t...
Effects of long-time series of data on genetic evaluations for performance of Swedish Warmblood riding horses.
Animal : an international journal of animal bioscience    November 1, 2010   Volume 4, Issue 11 1823-1831 doi: 10.1017/S1751731110001175
Viklund A, Näsholm A, Strandberg E, Philipsson J.For Swedish Warmblood sport horses, breeding values (BVs) are predicted using a multiple-trait animal model with results from competitions and young horse performance tests. Data go back to the beginning of the 1970s, and earlier studies have indicated that some of the recorded traits have changed through the years. The objective of this study was to investigate the effects of including all performance data or excluding the older ones compared to a bivariate model (BM) considering performance traits in early and late periods as separate traits. The bivariate approach was assumed to give the mo...
Kinematic analysis of equine masticatory movements: comparison before and after routine dental treatment.
Veterinary journal (London, England : 1997)    October 23, 2010   Volume 190, Issue 1 49-54 doi: 10.1016/j.tvjl.2010.09.014
Simhofer H, Niederl M, Anen C, Rijkenhuizen A, Peham C.The objective of this study was to compare masticatory movements before and after dental treatment using kinematic analysis. The masticatory movements of 15 adult Warmblood horses with mild dental pathology chewing standardised hay were recorded on three consecutive days before and three times after (days 7, 21, 28) dental correction. The results of the leading mandibular tracking marker, located at the caudal edge of the inter-mandibular suture, were compared statistically. Reproducibility of measurements prior to dental treatment was excellent (P<0.05). Rostrocaudal mandibular motion was ...
Two-dimensional and M-mode echocardiographic findings in healthy Thoroughbred foals.
Australian veterinary journal    October 21, 2010   Volume 88, Issue 11 428-433 doi: 10.1111/j.1751-0813.2010.00641.x
Collins NM, Palmer L, Marr CM.The aim of this study was to establish reference values for a series of conventional two-dimensional (2-D) and M-mode echocardiographic variables in Thoroughbred foals at increasing age intervals. Methods: Nineteen healthy Thoroughbred foals (11 males, 8 females) were examined at 1, 2, 4, 8, 12 and 16 weeks of life. Auscultatory findings were recorded and echocardiographic examinations (2-D and M-mode) were performed. Descriptive statistical analyses, including mean, standard deviation and 95% confidence interval for the means, were used to summarise the data. The relationships between selecte...
Echocardiographic changes in heart size in hypohydrated horses.
Journal of veterinary internal medicine    October 12, 2010   Volume 25, Issue 3 563-569 doi: 10.1111/j.1939-1676.2010.0612.x
Underwood C, Norton JL, Nolen-Walston RD, Dallap-Schaer BL, Boston R, Slack J.Hypohydration causes transient echocardiographic changes in pigs, dogs, humans, and cats. These changes mask the diagnosis of some cardiac diseases (valvular regurgitation, dilated cardiomyopathy) and promote the diagnosis of others (hypertropic cardiomyopathy and infiltrative disease), thus inhibiting accurate echocardiographic evaluation. Objective: To describe the echocardiographic changes associated with hypohydration in normal horses. Methods: Ten adult horses without detectable cardiac disease. Methods: Experimental study. Echocardiographic examinations were performed on horses in the eu...
Modifications of some acute phase proteins and the white blood cell count in thoroughbreds during training.
The Veterinary record    September 8, 2010   Volume 167, Issue 10 370-373 doi: 10.1136/vr.c3761
Fazio F, Assenza A, Tosto F, Casella S, Piccione G, Caola G.The concentrations of plasma fibrinogen and serum haptoglobin and the white blood cell count (WBC) were assessed in 17 thoroughbreds. All horses were trained for 80 days, six days a week, with one day of rest per week. Blood samples were collected from each animal by jugular venepuncture, at 06.00, every 20 days for a period of 80 days, and the fibrinogen and haptoglobin concentrations and WBC were determined. One-way repeated measures analysis of variance, followed by the Bonferroni test, was used to determine significant differences. Training was associated with a significant increase in the...
A two-component nonlinear mixed effects model for longitudinal data, with application to gastric emptying studies.
Statistics in medicine    July 27, 2010   Volume 29, Issue 17 1839-1856 doi: 10.1002/sim.3956
Kim I, Cohen ND, Roussel A, Wang N.Gastric emptying studies are of great interest in human and veterinary medical research to evaluate effects of medications or diets for promoting gastrointestinal motility and to examine unintended side-effects of new or existing medications, diets, or procedures. Summarizing gastric emptying data is important to allow easier comparison between treatments or groups of subjects and comparisons of results among studies. The standard method for assessing gastric emptying is by using scintigraphy and summarizing the nonlinear emptying of the radioisotope. A popular model for fitting gastric emptyi...
Modeling variance structure of body shape traits of Lipizzan horses.
Journal of animal science    May 21, 2010   Volume 88, Issue 9 2868-2882 doi: 10.2527/jas.2009-2453
Kaps M, Curik I, Baban M.Heterogeneity of variance of growth traits over age is a common issue in estimating genetic parameters and is addressed in this study by selecting appropriate variance structure models for additive genetic and environmental variances. Modeling and partitioning those variances connected with analyzing small data sets were demonstrated on Lipizzan horses. The following traits were analyzed: withers height, chest girth, and cannon bone circumference. The measurements were taken at birth, and at approximately 6, 12, 24, and 36 mo of age of 660 Lipizzan horses born in Croatia between 1948 and 2000....
Validation of models for analysis of ranks in horse breeding evaluation.
Genetics, selection, evolution : GSE    January 28, 2010   Volume 42, Issue 1 3 doi: 10.1186/1297-9686-42-3
Ricard A, Legarra A.Ranks have been used as phenotypes in the genetic evaluation of horses for a long time through the use of earnings, normal score or raw ranks. A model, ("underlying model" of an unobservable underlying variable responsible for ranks) exists. Recently, a full Bayesian analysis using this model was developed. In addition, in reality, competitions are structured into categories according to the technical level of difficulty linked to the technical ability of horses (horses considered to be the "best" meet their peers). The aim of this article was to validate the underlying model through simulatio...
Comparison of three alternative methods for analysis of equine Faecal Egg Count Reduction Test data.
Preventive veterinary medicine    December 3, 2009   Volume 93, Issue 4 316-323 doi: 10.1016/j.prevetmed.2009.11.009
Denwood MJ, Reid SW, Love S, Nielsen MK, Matthews L, McKendrick IJ, Innocent GT.The Faecal Egg Count Reduction Test (FECRT) is the most widely used method of assessing the efficacy of anthelmintics, and is the only in vivo technique currently approved for use with horses. Equine Faecal Egg Count (FEC) data are frequently characterised by a low mean, high variability, small sample size and frequent zero count observations. Accurate analysis of the data therefore depends on the use of an appropriate statistical technique. Analyses of simulated FECRT data by methods based on calculation of the empirical mean and variance, non-parametric bootstrapping, and Markov chain Monte ...
Horse breed discrimination using machine learning methods.
Journal of applied genetics    October 31, 2009   Volume 50, Issue 4 375-377 doi: 10.1007/BF03195696
Burocziova M, Riha J.Genetic relationships and population structure of 8 horse breeds in the Czech and Slovak Republics were investigated using classification methods for breed discrimination. To demonstrate genetic differences among these breeds, we used genetic information - genotype data of microsatellite markers and classification algorithms - to perform a probabilistic prediction of an individual's breed. In total, 932 unrelated animals were genotyped for 17 microsatellite markers recommended by the ISAG for parentage testing (AHT4, AHT5, ASB2, HMS3, HMS6, HMS7, HTG4, HTG10, VHL20, HTG6, HMS2, HTG7, ASB17, AS...
Multi-trait animal model estimation of genetic parameters for linear type and gait traits in the Belgian warmblood horse.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    September 22, 2009   Volume 126, Issue 5 378-386 doi: 10.1111/j.1439-0388.2008.00798.x
Rustin M, Janssens S, Buys N, Gengler N.Genetic parameters for the height at withers, 27 linear type and six linear gait traits were estimated for the Belgian warmblood horse. Observations on 987 mares, mostly 3 years old, were analysed using a multi-trait animal model. The statistical model included appraiser, age and location (date x place of appraisal) as fixed effects. Genetic parameters were estimated using a canonical transformation and an expectation-maximization restricted maximum likelihood algorithm with an additional deceleration step. Estimates of heritability for the 33 linear traits were between 0.15 and 0.55. Heritabi...
Assessment of prothrombin time, activated partial thromboplastin time, and fibrinogen concentration on equine plasma samples following different storage conditions. Casella S, Giannetto C, Fazio F, Giudice E, Piccione G.The aim of the present study was to assess the effect of different storage conditions on prothrombin time (PT), activated partial thromboplastin time (aPTT), and fibrinogen concentration in clinical samples from healthy horses. A total of 100 healthy horses of varying breeds and gender, ranging in age from 4 to 18 years, with a mean body weight of 480 +/- 70 kg, were used. Blood was collected by jugular venipuncture, and a hemochrome-cytometric examination was conducted on all samples. All blood samples were centrifuged and divided into 4 different aliquots to assess clotting parameters by mea...
Effects of dobutamine on cardiovascular function and respiratory gas exchange after enoximone in isoflurane-anaesthetized ponies.
Veterinary anaesthesia and analgesia    June 16, 2009   Volume 35, Issue 4 306-318 doi: 10.1111/j.1467-2995.2007.00392.x
Schauvliege S, Van den Eede A, Duchateau L, Gasthuys F.To evaluate the combined effects of enoximone and dobutamine on the cardiovascular system and respiratory gas exchange in isoflurane-anaesthetized ponies. Methods: Prospective, randomized, experimental study. Methods: Six ponies (286 +/- 52 kg), aged 5.0 +/- 1.6 years. Methods: After sedation (romifidine 80 microg kg(-1)), anaesthesia was induced with midazolam (0.06 mg kg(-1)) and ketamine (2.2 mg kg(-1)) and maintained with isoflurane in oxygen. The ponies were ventilated to maintain eucapnia. After 90 minutes (=T0), enoximone alone (0.5 mg kg(-1)) (E) or enoximone, followed by a constant ra...
Quantification of surface EMG signals to monitor the effect of a Botox treatment in six healthy ponies and two horses with stringhalt: preliminary study.
Equine veterinary journal    May 28, 2009   Volume 41, Issue 3 313-318 doi: 10.2746/042516409x397361
Wijnberg ID, Schrama SE, Elgersma AE, Maree JT, de Cocq P, Back W.Therapeutic options for stringhalt in horses are limited, whereas medical experiences with botulinum toxin type A (Botox) have been positive. To evaluate its effectiveness in horses, surface electromyography (sEMG) signals before and after injection need to be quantified. Objective: Treatment of healthy ponies and cases with Botox should reduce muscle activity in injected muscles and reduce spastic movements without adverse side effects. Methods: Unilaterally, the extensor digitorum longus, extensor digitorum lateralis and lateral vastus muscles of 6 healthy mature Shetland ponies and 2 talent...
Is there a relationship between clinical presentation, diagnostic and radiographic findings and outcome in horses with osteoarthritis of the small tarsal joints?
Equine veterinary journal    May 8, 2009   Volume 41, Issue 2 118-123 doi: 10.2746/042516408x345107
Byam-Cook KL, Singer ER.Despite the possibility that sound horses may have radiographic signs consistent with osteoarthritis of the small tarsal joints (OA-STJ), a diagnosis of 'bone spavin' as a cause of lameness is often made based only on radiographic examination. Objective: To determine whether severity of radiographic change and response to treatment are correlated with the duration and degree of lameness and the response to intraarticular anaesthesia in horses with OA-STJ. Methods: A retrospective study of all horses that showed a positive response to intra-articular anaesthesia of the STJ was performed. Detail...
Investigating horse-human interactions: the effect of a nervous human.
Veterinary journal (London, England : 1997)    April 25, 2009   Volume 181, Issue 1 70-71 doi: 10.1016/j.tvjl.2009.03.013
Keeling LJ, Jonare L, Lanneborn L.The heart rates (HR) of horses and the people leading them (10 horses, 20 people), and riding them (17 horses, 17 people), were recorded in an indoor arena. The horses were Swedish leisure horses of mixed ages, sex and breed. All except two of the people were female and all were of mixed age and riding experience. Each horse-human pair walked or rode between points A and B (30m) four times on each test occasion. However, just before the fourth pass, participants were told that an umbrella would be opened as they rode, or led, the horse past the assistant. The umbrella was not opened, so this p...
A comparison of sympathetic and conventional training methods on responses to initial horse training.
Veterinary journal (London, England : 1997)    April 16, 2009   Volume 181, Issue 1 48-52 doi: 10.1016/j.tvjl.2009.03.009
Visser EK, VanDierendonck M, Ellis AD, Rijksen C, Van Reenen CG.In 'sympathetic horsemanship' the importance of the natural behaviour of the horse and the use of body language in communication is emphasised. However, it is unclear what effect sympathetic horsemanship has on the welfare of horses. During a 5-week starting period the effect of a sympathetic (ST) versus a conventional (CT) training method was studied using 28 young Warmblood horses. Behavioural observations during the starting period as well as during a standardised final riding test were performed by trained observers. A Wilcoxon matched-pair test was used to detect differences within groups...
Sire x stud interaction for body measurement traits in Spanish Purebred horses.
Journal of animal science    April 9, 2009   Volume 87, Issue 8 2502-2509 doi: 10.2527/jas.2008-0841
Gómez MD, Goyache F, Molina A, Valera M.The mating policy for Spanish Purebred horses encourages the same or closely related stallions to be used for reproduction across studs differing in environments. Stallions may perform differently across studs, and if so, adjustment for the sire x stud (ss) interaction is recommended. However, there are no studies available that analyzed the influence of ss interaction on estimation of genetic parameters in horses. This research is aimed at assessing the implications of including ss interaction in models fitted for the estimation of genetic parameters for traits under selection using 8 body me...
Konik and Hucul horses: a comparative study of exterior measurements.
Journal of animal science    March 27, 2009   Volume 87, Issue 7 2245-2254 doi: 10.2527/jas.2008-1501
Komosa M, Purzyc H.An exterior comparison was made between 2 primitive horse breeds: the Konik and the Hucul breeds. Each animal was characterized using 25 measurements and 24 indices. Statistical methods employed in this study were principal components analysis and the Student's t-test. It was found that in spite of both breeds being included in the group of horses with a primitive exterior, the Konik and the Hucul possess completely different metric properties of their body conformations. Although the mean height for the Hucul breed slightly exceeds that of the Konik, the latter has longer scapulae and metacar...
2D versus 3D in the kinematic analysis of the horse at the trot.
Veterinary research communications    December 11, 2008   Volume 33, Issue 6 507-513 doi: 10.1007/s11259-008-9196-x
Miró F, Santos R, Garrido-Castro JL, Galisteo AM, Medina-Carnicer R.The handled trot of three Lusitano Purebred stallions was analyzed by using 2D and 3D kinematical analysis methods. Using the same capture and analysis system, 2D and 3D data of some linear (stride length, maximal height of the hoof trajectories) and angular (angular range of motion, inclination of bone segments) variables were obtained. A paired Student T-test was performed in order to detect statistically significant differences between data resulting from the two methodologies With respect to the angular variables, there were significant differences in scapula inclination, shoulder angle, c...
Identification of sperm subpopulations in stallion ejaculates: changes after cryopreservation and comparison with traditional statistics.
Reproduction in domestic animals = Zuchthygiene    November 28, 2008   Volume 44, Issue 3 419-423 doi: 10.1111/j.1439-0531.2008.01097.x
Ortega-Ferrusola C, Macías García B, Suárez Rama V, Gallardo-Bolaños JM, González-Fernández L, Tapia JA, Rodríguez-Martinez H, Peña FJ.In an attempt to improve the information obtained after computer-assisted sperm analysis (CASA), data from five stallions (three ejaculates from each) were analysed before (fresh, extended semen) and after cryopreservation using traditional statistics as well as a cluster analysis. The data matrix consisted of 13 987 observations of individual spermatozoa for fresh, extended semen, and 8305 for frozen-thawed samples. As expected, freezing and thawing resulted in a marked decrease of CASA-derived variables of sperm kinematics. All sperm velocities were significantly lower in frozen-thawed sampl...
Morphology of the occlusal surfaces of premolar and molar teeth as an indicator of age in the horse.
Journal of veterinary dentistry    November 26, 2008   Volume 25, Issue 3 182-188 doi: 10.1177/089875640802500304
Carmalt JL, Allen AL.The purpose of this study was to investigate the use of cheek tooth occlusal surface morphology as an indicator of age in the horse using a blinded cross-sectional design. Twenty horses of varying age, breed and sex were used. Horses of known age (foaling date) were euthanized for reasons other than dental disease. Following disarticulation of the head and sectioning of the mandibles, cheek teeth were cleaned using running water and photographs were taken of each arcade. Using a computer-based program, the total surface area of each premolar and molar, the outer enamel ridge perimeter distance...
[Toward exploration of morphological disparity of measurable traits of mammalian skull. 1. Interrelation between different forms of group variation].
Zhurnal obshchei biologii    October 30, 2008   Volume 69, Issue 5 344-354 
Pavlinov IIa, Nanova OG, Spasskaia NN.Interrelations between some forms of group variation (FGVs) (age, sex, geographic, inter-species, differences among breeds) of 12 to 15 measurable skull traits are studied in 6 mammal species (pine marten, polar fox, Przewalskii horse, and 3 jird species) by means of dispersion analysis (model III, MANOVA). The above FGVs are considered as factors in the MANOVA, and skull traits are considered as dependent variables. To obtaine commeasurables estimates for the FGVs, each of them is assessed numerically as a portion of its dispersion in the entire morphological disparity defined for each charac...
Morphology and head morphometric characters of sperm in Thai native crossbred stallions.
Acta veterinaria Scandinavica    October 22, 2008   Volume 50, Issue 1 41 doi: 10.1186/1751-0147-50-41
Phetudomsinsuk K, Sirinarumitr K, Laikul A, Pinyopummin A.One of the semen quality parameters use to determine fertility is the percentage of sperm that express normal morphology. Sperm head morphometry is also correlated with fertility. The objectives of this study were 1) to investigate the sperm morphology and normal sperm head morphometry of Thai native crossbred stallions, and 2) to compare our results with the characteristics of proven fertile sperm from purebred stallions. Methods: Semen samples were collected monthly from nine stallions, of which five were Thai native crossbred (T) and four were purebred of proven fertility (F: F1 was a Stand...
Measuring the height at the withers of ponies at a competition and at home using a laser device.
Veterinary journal (London, England : 1997)    August 28, 2008   Volume 182, Issue 2 193-197 doi: 10.1016/j.tvjl.2008.07.007
Kleijn WM, Sloet van Oldruitenborgh-Oosterbaan MM.Measuring the height of ponies at the withers is currently a prerequisite at Fédération Equestre Internationale (FEI) competitions. A pony measured at a competition site must not measure more than 151 cm with, or 150 cm without horse shoes. When a pony exceeds the regulated height, it is excluded from participation in the competition. Moreover, the sale value of a pony can decrease dramatically if by height measurement it is designated as a 'horse'. The aim of this study was firstly to determine whether measuring ponies at the withers with a laser device is repeatable; secondly, to evaluate ...
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