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.
Strongylids in domestic horses: Influence of horse age, breed and deworming programs on the strongyle parasite community.
Veterinary parasitology    July 21, 2016   Volume 227 56-63 doi: 10.1016/j.vetpar.2016.07.024
Kuzmina TA, Dzeverin I, Kharchenko VA.An extensive analysis of the relationships between strongylid egg shedding in domestic horses and the strongylid community structure in regard to the age of the horses, their breeds and different strategies of horse management, particularly with anthelmintic treatment programs was performed. Domestic horses (n=197) of different ages (5 months to 22 years) and of various breeds from 15 farms with different types of deworming programs were included in this study. Strongylids (totally, 82,767 specimens) were collected in vivo after deworming of the horses with the macrocyclic lactone anthelmintic...
Clinical course of sarcoids in 61 Franches-Montagnes horses over a 5-7 year period.
The veterinary quarterly    July 11, 2016   Volume 36, Issue 4 189-196 doi: 10.1080/01652176.2016.1204483
Berruex F, Gerber V, Wohlfender FD, Burger D, Koch C.The progression of equine sarcoids (ES) is notoriously unpredictable. Making a choice for the appropriate treatment is challenging when dealing with milder manifestations of ES. Objective: The aim of this study was to investigate the clinical course of ES in young horses. Methods: A cohort of 61 ES-affected three-year-old Franches-Montagnes horses and a breed-, age- and geographically matched control group of 75 ES-free peers were examined twice over a period of 5-7 years. Owners and caretakers were queried, using a standardized questionnaire. Results: More than half of the 38/61 (62%) horses...
The influence of breed, age, gender, training level and ambient temperature on forelimb and back temperature in racehorses.
Animal science journal = Nihon chikusan Gakkaiho    June 27, 2016   Volume 88, Issue 2 347-355 doi: 10.1111/asj.12631
Soroko M, Howell K, Dudek K, Henklewski R, Zielińska P.A previous thermographic study of racehorses identified 13 regions of interest (ROIs) for monitoring the impact of training. However, that investigation did not consider the influence of breed, age, gender or training intensity level on the temperature of ROIs. The present study adopted a multivariate analysis approach to determine whether the aforementioned factors, along with ambient temperature, significantly influenced ROI temperature in the key body regions. Thermography measurements were obtained from 53 racehorses of three breeds. Horses were in regular training for over 10 months, havi...
Near Infrared Spectroscopic Mapping of Functional Properties of Equine Articular Cartilage.
Annals of biomedical engineering    May 27, 2016   Volume 44, Issue 11 3335-3345 doi: 10.1007/s10439-016-1659-6
Sarin JK, Amissah M, Brommer H, Argüelles D, Töyräs J, Afara IO.Mechanical properties of articular cartilage are vital for normal joint function, which can be severely compromised by injuries. Quantitative characterization of cartilage injuries, and evaluation of cartilage stiffness and thickness by means of conventional arthroscopy is poorly reproducible or impossible. In this study, we demonstrate the potential of near infrared (NIR) spectroscopy for predicting and mapping the functional properties of equine articular cartilage at and around lesion sites. Lesion and non-lesion areas of interests (AI, N = 44) of equine joints (N = 5) were divided into...
Simplified strong ion difference approach to acid-base balance in healthy foals.
Journal of veterinary emergency and critical care (San Antonio, Tex. : 2001)    May 26, 2016   Volume 26, Issue 4 549-558 doi: 10.1111/vec.12488
Viu J, Armengou L, Ríos J, Muñoz A, Jose-Cunilleras E.To determine the strong ion difference (SIDa ) and total nonvolatile weak buffers (ATOT ) in healthy foals during the first year of life and to compare reference biochemistry laboratory with analyzers available during emergency hours. Methods: Prospective study performed over 2 years. Methods: University teaching hospital. Methods: Two hundred thirty-six healthy foals distributed in 6 groups: A (21 days-2 months), B (2-3 months), C (3-6 months), D (6-9 months), E (9-12 months), and 33 neonatal foals (< 21 days old). Methods: Blood samples were obtained to determine L-lactate, sodium, potass...
Application of confidence intervals to data interpretation.
The Canadian veterinary journal = La revue veterinaire canadienne    May 7, 2016   Volume 57, Issue 5 547 
Wagg CR, Kwong GP, Pang DS.No abstract available
Can we use subchondral bone thickness on high-field magnetic resonance images to identify Thoroughbred racehorses at risk of catastrophic lateral condylar fracture?
Equine veterinary journal    May 6, 2016   Volume 49, Issue 2 167-171 doi: 10.1111/evj.12574
Tranquille CA, Murray RC, Parkin TD.Fractures of the lateral condyle of the third metacarpus (MC3) are a significant welfare concern in horseracing worldwide. Objective: The primary aim of this work was to identify magnetic resonance (MR) image-detectable prefracture markers that have the potential for use as a screening tool to identify horses at significant risk of catastrophic fracture. Methods: Case-control study of bone-level risk factors for fracture in racehorses. Methods: A total of 191 MC3s from horses, with and without lateral condylar fracture of MC3, were subjected to MR imaging. The depth of dense subchondral/trabec...
Evaluation of a wireless activity monitoring system to quantify locomotor activity in horses in experimental settings.
Equine veterinary journal    March 22, 2016   Volume 49, Issue 2 225-231 doi: 10.1111/evj.12568
Fries M, Montavon S, Spadavecchia C, Levionnois OL.Methods of evaluating locomotor activity can be useful in efforts to quantify behavioural activity in horses objectively. Objective: To evaluate whether an accelerometric device would be adequate to quantify locomotor activity and step frequency in horses, and to distinguish between different levels of activity and different gaits. Methods: Observational study in an experimental setting. Methods: Dual-mode (activity and step count) piezo-electric accelerometric devices were placed at each of 4 locations (head, withers, forelimb and hindlimb) in each of 6 horses performing different controlled ...
Quantitative analysis of short- and long-distance racing performance in young and adult horses and association analysis with functional candidate genes in Spanish Trotter horses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    March 16, 2016   Volume 133, Issue 5 347-356 doi: 10.1111/jbg.12208
Negro Rama S, Valera M, Membrillo A, Gómez MD, Solé M, Menendez-Buxadera A, Anaya G, Molina A.The association of five candidate genes with sporting performance in young and adult Spanish Trotter horses (STHs) was performed according to a previous selection based on quantitative analysis of the trait time per kilometre (TPK). A total of 334 516 records of TPK from 5958 STHs were used to estimate the estimated breeding values (EBVs) at different age groups (young and adults horses) throughout the range of distances (1600-2700 m) using a bicharacter random regression model. The heritability estimated by distance ranged from 0.16 to 0.40, with a different range for the two age groups. Co...
Repeated measurements of blood lactate concentration as a prognostic marker in horses with acute colitis evaluated with classification and regression trees (CART) and random forest analysis.
Veterinary journal (London, England : 1997)    March 15, 2016   Volume 213 18-23 doi: 10.1016/j.tvjl.2016.03.012
Petersen MB, Tolver A, Husted L, Tølbøll TH, Pihl TH.The objective of this study was to investigate the prognostic value of single and repeated measurements of blood l-lactate (Lac) and ionised calcium (iCa) concentrations, packed cell volume (PCV) and plasma total protein (TP) concentration in horses with acute colitis. A total of 66 adult horses admitted with acute colitis (<24 h) to a referral hospital in the 2002-2011 period were included. The prognostic value of Lac, iCa, PCV and TP recorded at admission and 6 h post admission was analysed with univariate analysis, logistic regression, classification and regression trees, as well as ran...
Decision-tree analysis of clinical data to aid diagnostic reasoning for equine laminitis: a cross-sectional study.
The Veterinary record    March 11, 2016   Volume 178, Issue 17 420 doi: 10.1136/vr.103588
Wylie CE, Shaw DJ, Verheyen KL, Newton JR.The objective of this cross-sectional study was to compare the prevalence of selected clinical signs in laminitis cases and non-laminitic but lame controls to evaluate their capability to discriminate laminitis from other causes of lameness. Participating veterinary practitioners completed a checklist of laminitis-associated clinical signs identified by literature review. Cases were defined as horses/ponies with veterinary-diagnosed, clinically apparent laminitis; controls were horses/ponies with any lameness other than laminitis. Associations were tested by logistic regression with adjusted o...
The incidence and risk factors for shipping fever in horses transported by air to Hong Kong: Results from a 2-year prospective study.
Veterinary journal (London, England : 1997)    March 7, 2016   Volume 214 34-39 doi: 10.1016/j.tvjl.2016.01.006
Hurley MJ, Riggs CM, Cogger N, Rosanowski SM.A 2 year prospective study was performed between February 2011 and January 2013 to determine the incidence and risk factors for shipping fever (SF) in horses transported by air to Hong Kong (HK). Using a questionnaire, data were collected from professional flying grooms regarding the journey to HK and horses in the shipment. Horses were monitored in quarantine for 2 weeks after arrival in HK, and clinical signs of SF recorded. Poisson and logistic regression models were used to identify risk factors for SF at the horse and shipment levels. The study analysed data from 869 horses on 81 flights ...
Factors Influencing the Safety Behavior of German Equestrians: Attitudes towards Protective Equipment and Peer Behaviors.
Animals : an open access journal from MDPI    February 18, 2016   Volume 6, Issue 2 14 doi: 10.3390/ani6020014
Ikinger CM, Baldamus J, Spiller A.Human interactions with horses entail certain risks. Although the acceptance and use of protective gear is increasing, a high number of incidents and very low or inconsistent voluntary use of safety equipment are reported. While past studies have examined factors influencing the use of safety gear, they have explored neither their influence on the overall safety behavior, nor their relative influence in relation to each other. The aim of the present study is to fill this gap. We conducted an online survey with 2572 participants. By means of a subsequent multiple regression analysis, we explore...
Genomic prediction of unordered categorical traits: an application to subpopulation assignment in German Warmblood horses.
Genetics, selection, evolution : GSE    February 11, 2016   Volume 48 13 doi: 10.1186/s12711-016-0192-2
Heuer C, Scheel C, Tetens J, Kühn C, Thaller G.Categorical traits without ordinal representation of classes do not qualify for threshold models. Alternatively, the multinomial problem can be assessed by a sequence of independent binary contrasts using schemes such as one-vs-all or one-vs-one. Class probabilities can be arrived at by normalization or pair-wise coupling strategies. We assessed the predictive ability of whole-genome regression models and support vector machines for the classification of horses into four German Warmblood breeds. Results: Prediction accuracies of leave-one-out cross-validation were high and ranged from 0.75 to ...
Key Factors Affecting Reproductive Success of Thoroughbred Mares and Stallions on a Commercial Stud Farm.
Reproduction in domestic animals = Zuchthygiene    January 27, 2016   Volume 51, Issue 2 181-187 doi: 10.1111/rda.12655
Lane EA, Bijnen ML, Osborne M, More SJ, Henderson IS, Duffy P, Crowe MA.To evaluate factors contributing to fertility of thoroughbred mares, data from 3743 oestrous periods of 2385 mares were collected on a large thoroughbred farm in Ireland. Fourteen stallions (mean age 8.3 years; range 4-15 years) had bred 2385 mares (mean age 9.4 years; range 3-24 years). Maiden mares accounted for 12%, mares with a foal at foot for 64%, and barren, slipped or rested mares for 24% of the total. The mean pregnancy rate per cycle was 67.8% (68.6% in year 1 and 66.9% in year 2). Backward stepwise multivariable logistic regression analysis was utilized to develop two models to eval...
Effect of various testing conditions on results for a handheld reference point indentation instrument in horses.
American journal of veterinary research    December 29, 2015   Volume 77, Issue 1 39-49 doi: 10.2460/ajvr.77.1.39
Lescun TB, Hoffseth K, Yang HT, Hansma PK, Kopeikin HS, Chandrasekar S.To compare results obtained with a handheld reference point indentation instrument for bone material strength index (BMSi) measurements in the equine third metacarpal bone for various testing conditions. Methods: 24 third metacarpal bones. Methods: Third metacarpal bones from both forelimbs of 12 horses were obtained. The dorsal surface of each bone was divided into 6 testing regions. In vivo and ex vivo measurements of BMSi were obtained through the skin and on exposed bone, respectively, to determine effects of each testing condition. Difference plots were used to assess agreement between BM...
Prevalence of oro-dental pathology in a working horse population in Egypt and its relation to equine health.
Equine veterinary journal    December 16, 2015   Volume 49, Issue 1 26-33 doi: 10.1111/evj.12533
Salem SE, Townsend NB, Refaai W, Gomaa M, Archer DC.Oro-dental disease can have a significant impact on equine welfare. Objective: To determine the prevalence of oro-dental disease and to identify risk factors for oro-dental disorders and poor body condition scores (BCS) in a working horse population in Egypt. Methods: Cross-sectional survey. Methods: Oro-dental examination was performed on 450 working horses in 2 Egyptian provinces. Horse and management historical data were collected and horses were assigned to no/mild, moderate and severe dental disease categories based on findings on examination. Multivariable logistic regression and general...
Modelling repeated competition records in genetic evaluations of Danish sport horses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    November 18, 2015   Volume 133, Issue 4 291-302 doi: 10.1111/jbg.12190
Jönsson L, Madsen P, Mark T.Genetic evaluations of sport performance typically consider competition records of ranking points in each competition, accumulated lifetime points or annual earnings. Repeated observations have the advantage of allowing for adjustment of effects associated with each competition such as rider experience, judge and competing horses, but also demands more computer capacity than single-trait records, which could prohibit multiple-trait evaluations. The aim of the study was to compare CPU times, estimated breeding values (EBVs), reliabilities and model prediction abilities when modelling repeated c...
An anatomical study of the dorsal and ventral nasal conchal bullae in normal horses: Computed tomographic anatomical and morphometric findings.
Equine veterinary journal    November 6, 2015   Volume 48, Issue 6 749-755 doi: 10.1111/evj.12516
Liuti T, Reardon R, Smith S, Dixon PM.Infection of the dorsal nasal conchal bulla and ventral nasal conchal bulla has recently been shown to cause clinical disease in horses, but the anatomy of these 2 structures is poorly documented. Objective: To describe the anatomical features, dimensions and relationships to adjacent structures of the dorsal conchal bulla and ventra conchal bulla in normal horses using computed tomography (CT). Methods: Descriptive imaging study using cadavers. Methods: Computed tomographic images acquired from 60 equine cadaver heads that were shown to be free of sinonasal disease were categorised into 3 age...
Predictor variables for and complications associated with Streptococcus equi subsp equi infection in horses.
Journal of the American Veterinary Medical Association    November 1, 2015   Volume 247, Issue 10 1161-1168 doi: 10.2460/javma.247.10.1161
D○ LR, Stefanovski D, Boston RC, Boyle AG.To evaluate predictor variables for and complications associated with Streptococcus equi subsp equi infection (strangles) in horses. Methods: Retrospective case-control study. Methods: 108 horses with strangles (cases) and 215 horses without strangles (controls). Methods: Medical records from January 2005 through July 2012 were reviewed. Cases were defined as horses with clinical signs of strangles (pyrexia, retropharyngeal lymphadenopathy, and mucopurulent nasal discharge) that were associated with a confirmed strangles outbreak or had positive results for S equi on PCR assay or bacteriologic...
Total nucleated cell and leukocyte differential counts in canine pleural and peritoneal fluid and equine synovial fluid samples: comparison of automated and manual methods.
Veterinary clinical pathology    October 26, 2015   Volume 44, Issue 4 570-579 doi: 10.1111/vcp.12298
Brudvig JM, Swenson CL.Rapid and precise measurement of total and differential nucleated cell counts is a crucial diagnostic component of cavitary and synovial fluid analyses. Objective: The objectives of this study included (1) evaluation of reliability and precision of canine and equine fluid total nucleated cell count (TNCC) determined by the benchtop Abaxis VetScan HM5, in comparison with the automated reference instruments ADVIA 120 and the scil Vet abc, respectively, and (2) comparison of automated with manual canine differential nucleated cell counts. Methods: The TNCC and differential counts in canine pleura...
Relationship between serum cortisol levels and some physiological parameters following reining training session in horse.
Animal science journal = Nihon chikusan Gakkaiho    September 30, 2015   Volume 87, Issue 5 729-735 doi: 10.1111/asj.12478
Casella S, Vazzana I, Giudice E, Fazio F, Piccione G.The changes of cortisol, red blood cells (RBC), hemoglobin (Hb), hematocrit (Hct), heart rate (HR), respiratory rate (RR) and rectal temperature (RT) were evaluated after a reining training session in eight Quarter Horses. All parameters were measured before exercise (T0), immediately after exercise (T1), 1 h after exercise (T2), 2 h after exercise (T3) and 24 h after exercise (T4). One-way analysis of variance (ANOVA) for repeated measures, followed Bonferroni's post hoc test, showed a significant effect of the reining training session (P < 0.0001) on cortisol, RBC, Hb, Hct, HR, RR and RT. Si...
Plasma atrial/A-type natriuretic peptide (ANP) concentration in horses with various heart diseases.
Journal of veterinary cardiology : the official journal of the European Society of Veterinary Cardiology    September 16, 2015   Volume 17, Issue 3 216-228 doi: 10.1016/j.jvc.2015.06.003
Trachsel DS, Grenacher B, Schwarzwald CC.Plasma atrial/A-type natriuretic peptide concentration (CpANP) was measured in horses presenting with various heart diseases to assess its potential diagnostic value. Methods: Fifteen healthy horses (Group 1) and 60 horses with various heart diseases associated with normal chamber size and function (Group 2, n = 24), associated with abnormal left atrial (LA) size and/or function but normal left ventricle (LV) (Group 3, n = 19), or associated with both abnormal LA and LV size and/or function (Group 4, n = 17). Methods: CpANP was measured by a commercially available radioimmunoassay. Echoc...
Physicochemical Approach to Determine the Mechanism for Acid-Base Disorders in 793 Hospitalized Foals.
Journal of veterinary internal medicine    August 10, 2015   Volume 29, Issue 5 1395-1402 doi: 10.1111/jvim.13590
Gomez DE, Biermann NM, Sanchez LC.The quantitative effect of strong electrolytes, unmeasured strong anions (UAs), pCO2, and plasma protein concentrations in determining plasma pH can be demonstrated using the physicochemical approach. Plasma anion gap (AG) and strong ion gap (SIG) are used to assess UAs in different species. Objective: Strong ions are a major factor influencing changes in plasma pH of hospitalized foals. AG and SIG accurately predict severe hyper-L-lactatemia ([L-lac(-)] > 7 mmol/L). Methods: Seven hundred and ninety three hospitalized foals < 7 days old. Methods: Retrospective study. The relationship be...
The Use of Recombinant Tissue Plasminogen Activator (rTPA) in The Treatment of Fibrinous Pleuropneumonia in Horses: 25 Cases (2007-2012).
Journal of veterinary internal medicine    August 7, 2015   Volume 29, Issue 5 1403-1409 doi: 10.1111/jvim.13594
Tomlinson JE, Byrne E, Pusterla N, Magdesian KG, Hilton HG, McGorum B, Davis E, Schoster A, Arroyo L, Dunkel B, Carslake H, Boston RC, Johnson AL.Information about treatment protocols, adverse effects and outcomes with intrapleural recombinant tissue plasminogen activator (rTPA) use in horses with fibrinous pleuropneumonia is limited. Objective: Describe factors that contribute to clinical response and survival of horses treated with rTPA intrapleurally. Methods: Horses with bacterial pneumonia and fibrinous pleural effusion diagnosed by ultrasonography, that were treated with rTPA intrapleurally. Methods: Retrospective multicenter case series from 2007-2012. Signalment, history, clinical and laboratory evaluation, treatment, and outcom...
Estimation of articular cartilage properties using multivariate analysis of optical coherence tomography signal.
Osteoarthritis and cartilage    June 6, 2015   Volume 23, Issue 12 2206-2213 doi: 10.1016/j.joca.2015.05.034
Puhakka PH, Te Moller NCR, Afara IO, Mäkelä JTA, Tiitu V, Korhonen RK, Brommer H, Virén T, Jurvelin JS, Töyräs J.The aim was to investigate the applicability of multivariate analysis of optical coherence tomography (OCT) information for determining structural integrity, composition and mechanical properties of articular cartilage. Methods: Equine osteochondral samples (N = 65) were imaged with OCT, and their total attenuation and backscattering coefficients (μt and μb) were measured. Subsequently, the Mankin score, optical density (OD) describing the fixed charge density, light absorbance in amide I region (Aamide), collagen orientation, permeability, fibril network modulus (Ef) and non-fibrillar mat...
Changes of coat cover in primitive horses living on a reserve.
Journal of animal science    May 29, 2015   Volume 93, Issue 3 1411-1417 doi: 10.2527/jas.2014-8668
Stachurska A, Robovský J, Bocian K, Janczarek I.Changes in the coat cover are important for mammalian thermoregulation. This is especially true where variable environmental conditions exist throughout the seasons. Coat cover shedding is the replacement of old coat hair with new hair. The process differs in various equids. The aim of the study was to examine the changes in the coat of primitive Polish Konik horses living on a reserve in southeast Poland (50.6319° N). The reserve is located in a temperate climate. The mean temperature is below 0°C in winter (December 8 to March 9) and over 15°C in summer (June 8 to September 8). Five adult...
Validation of IgG cut-off values and their association with survival in neonatal foals.
Equine veterinary journal    May 7, 2015   Volume 47, Issue 5 526-530 doi: 10.1111/evj.12428
Liepman RS, Dembek KA, Slovis NM, Reed SM, Toribio RE.Serum immunoglobulin (IgG) assessment in neonatal foals is considered standard care in equine hospitals to determine immunity and overall health. However, cut-off values of IgG to predict complete or partial failure of transfer of passive immunity (FTPI) were developed 30 years ago and are largely empirical with little prospective or statistical data to support their use or association with outcome. Objective: To critically evaluate the traditional cut-off values of IgG in the assessment of FTPI (IgG 8 g/l as adequate transfer of passive immunity (ATPI). Odds of nonsurvival increased in propo...
Dominance rank is associated with body condition in outdoor-living domestic horses (Equus caballus).
Applied animal behaviour science    May 6, 2015   Volume 166 71-79 doi: 10.1016/j.applanim.2015.02.019
Giles SL, Nicol CJ, Harris PA, Rands SA.The aim of our study was to explore the association between dominance rank and body condition in outdoor group-living domestic horses, . Social interactions were recorded using a video camera during a feeding test, applied to 203 horses in 42 herds. Dominance rank was assigned to 194 individuals. The outcome variable body condition score (BCS) was recorded using a 9-point scale. The variables age and height were recorded and considered as potential confounders or effect modifiers. Results were analysed using multivariable linear and logistic regression techniques, controlling for herd group as...
A mechanostatistical approach to cortical bone remodelling: an equine model.
Biomechanics and modeling in mechanobiology    April 11, 2015   Volume 15, Issue 1 29-42 doi: 10.1007/s10237-015-0669-x
Wang X, Thomas CD, Clement JG, Das R, Davies H, Fernandez JW.In this study, the development of a mechanostatistical model of three-dimensional cortical bone remodelling informed with in vivo equine data is presented. The equine model was chosen as it is highly translational to the human condition due to similar Haversian systems, availability of in vivo bone strain and biomarker data, and furthermore, equine models are recommended by the US Federal Drugs Administration for comparative joint research. The model was derived from micro-computed tomography imaged specimens taken from the equine third metacarpal bone, and the Frost-based 'mechanostat' was in...
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