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.
Repeatability, reproducibility and consistency of horse shape data and its association with linearly described conformation traits in Franches-Montagnes stallions.
PloS one    August 27, 2018   Volume 13, Issue 8 e0202931 doi: 10.1371/journal.pone.0202931
Gmel AI, Druml T, Portele K, von Niederhäusern R, Neuditschko M.Linear description (LD) of conformation traits was introduced in horse breeding to minimise subjectivity in scoring. However, recent studies have shown that LD traits show essentially the same problems as traditionally scored traits, such as data converging around the mean value with very small standard deviations. To improve the assessment of conformation traits of horses, we investigated the application of the recently described horse shape space model based upon 403 digitised photographs of 243 Franches-Montagnes (FM) stallions and extracted joint angles based on specific landmark triplets....
Monitoring of tidal ventilation by electrical impedance tomography in anaesthetised horses.
Equine veterinary journal    August 18, 2018   Volume 51, Issue 2 222-226 doi: 10.1111/evj.12998
Mosing M, Waldmann AD, Raisis A, Böhm SH, Drynan E, Wilson K.Electrical impedance tomography (EIT) is a method to measure regional impedance changes within the thorax. The total tidal impedance variation has been used to measure changes in tidal volumes in pigs, dogs and men. Objective: To assess the ability of EIT to quantify changes in tidal volume in anaesthetised mechanically ventilated horses. Methods: In vivo experimental study. Methods: Six horses (mean ± s.d.: age 11.5 ± 7.5 years and body weight 491 ± 40 kg) were anaesthetised using isoflurane in oxygen. The lungs were mechanically ventilated using a volume-controlled mode. With an end-tidal...
Evaluation of potential predictor variables for PCR assay diagnosis of Anaplasma phagocytophilum infection in equids in Northern California.
American journal of veterinary research    August 8, 2018   Volume 79, Issue 6 637-642 doi: 10.2460/ajvr.79.6.637
Fielding CL, Rhodes DM, Howard EJ, Mayer JR.OBJECTIVE To identify clinical or clinicopathologic variables that can be used to predict a positive PCR assay result for Anaplasma phagocytophilum infection in equids. ANIMALS 162 equids. PROCEDURES Medical records were reviewed to identify equids that underwent testing for evidence of A phagocytophilum infection by PCR assay between June 1, 2007, and December 31, 2015. For each equid that tested positive (case equid), 2 time-matched equids that tested negative for the organism (control equids) were identified. Data collected included age, sex, breed, geographic location (residence at the tim...
Risk Factors for Transport-Related Problem Behaviors in Horses: A New Zealand Survey.
Animals : an open access journal from MDPI    August 2, 2018   Volume 8, Issue 8 134 doi: 10.3390/ani8080134
Padalino B, Rogers CW, Guiver D, Bridges JP, Riley CB.Transport-related problem behaviors (TRPBs) are common in horses and can cause injury to both the horses and their handlers. This study aimed to identify possible risk factors for TRPBs to inform approaches to mitigate TRPBs incidence and enhance horse welfare. An online cross-sectional survey was conducted to explore the prevalence of TRPBs and their association with human-, training- and transport management-related factors in New Zealand. The survey generated 1124 valid responses that were analyzed using descriptive statistics, and logistic regression analyses. Having at least one horse wit...
Use of crown height of the maxillary first molar tooth to approximate the age of horses.
American journal of veterinary research    July 31, 2018   Volume 79, Issue 8 867-873 doi: 10.2460/ajvr.79.8.867
Carmalt JL, Henderson KV, Rawlinson JE, Waldner CL.OBJECTIVE To identify whether age, sex, or breed is associated with crown height of the left and right maxillary first molar tooth (M1) measured on CT images, to develop a mathematical model to determine age of horses by use of M1 crown height, and to determine the correlation between M1 crown height measured on radiographic and CT images. SAMPLE CT (n = 735) and radiographic images (35) of the heads of horses. PROCEDURES Crown height of left and right M1 was digitally measured on axial CT views. Height was measured on a lateral radiographic image when available. Linear regression analysis was...
Composition, structure and tensile biomechanical properties of equine articular cartilage during growth and maturation.
Scientific reports    July 27, 2018   Volume 8, Issue 1 11357 doi: 10.1038/s41598-018-29655-5
Oinas J, Ronkainen AP, Rieppo L, Finnilä MAJ, Iivarinen JT, van Weeren PR, Helminen HJ, Brama PAJ, Korhonen RK, Saarakkala S.Articular cartilage undergoes structural and biochemical changes during maturation, but the knowledge on how these changes relate to articular cartilage function at different stages of maturation is lacking. Equine articular cartilage samples of four different maturation levels (newborn, 5-month-old, 11-month-old and adult) were collected (N = 25). Biomechanical tensile testing, Fourier transform infrared microspectroscopy (FTIR-MS) and polarized light microscopy were used to study the tensile, biochemical and structural properties of articular cartilage, respectively. The tensile modulus ...
Use of principle component analysis to quantitatively score the equine metabolic syndrome phenotype in an Arabian horse population.
PloS one    July 12, 2018   Volume 13, Issue 7 e0200583 doi: 10.1371/journal.pone.0200583
Lewis SL, Holl HM, Long MT, Mallicote MF, Brooks SA.Equine metabolic syndrome (EMS), like human metabolic syndrome, comprises a collection of clinical signs related to obesity, insulin dysregulation and susceptibility to secondary inflammatory disease. Although the secondary conditions resulting from EMS can be life-threatening, diagnosis is not straightforward and often complicated by the presence of other concurrent conditions like pituitary pars intermedia dysfunction (PPID). In order to better characterize EMS, we sought to describe the variation within, and correlations between, typical physical and endocrine parameters for EMS. Utilizing ...
Prevalence of complications associated with use of the Henderson equine castrating instrument.
Equine veterinary journal    July 12, 2018   Volume 51, Issue 2 163-166 doi: 10.1111/evj.12982
Hinton S, Schroeder O, Aceto HW, Berkowitz S, Levine D.Castration is one of the most common surgical procedures performed in the horse. Complication rate and types of complications associated with use of the Henderson equine castrating instrument have not been determined. Objective: To determine the complication rate and type of complications encountered when using the Henderson equine castrating instrument in equine ambulatory practice. Methods: Retrospective case series. Methods: Medical records of horses undergoing routine castration using the Henderson drill were identified and evaluated for the occurrence of complications. The relationship be...
Assessment of uterine luminal pH in mares and the effect of dilute vinegar lavage on uterine luminal pH and endometrial health.
Theriogenology    May 19, 2018   Volume 117 7-15 doi: 10.1016/j.theriogenology.2018.05.014
Thompson RL, Gunn AJ, Stephen CP, Ip H, Brookes VJ.Uterine luminal pH has been demonstrated to be a valid indicator of uterine health in species such as cattle and sheep. However, research regarding uterine luminal pH in equines is lacking. The objectives of this study were to assess uterine luminal pH in mares during the estrous cycle, and evaluate the effect of dilute vinegar lavage on both uterine luminal pH and endometrial health. The study was conducted using a randomized block design in which eight mares (four Thoroughbred and four Standardbred) were aged matched then randomly assigned to two groups. Endometrial biopsies were taken from ...
A comparison of methods for estimating substitution rates from ancient DNA sequence data.
BMC evolutionary biology    May 16, 2018   Volume 18, Issue 1 70 doi: 10.1186/s12862-018-1192-3
Tong KJ, Duchêne DA, Duchêne S, Geoghegan JL, Ho SYW.Phylogenetic analysis of DNA from modern and ancient samples allows the reconstruction of important demographic and evolutionary processes. A critical component of these analyses is the estimation of evolutionary rates, which can be calibrated using information about the ages of the samples. However, the reliability of these rate estimates can be negatively affected by among-lineage rate variation and non-random sampling. Using a simulation study, we compared the performance of three phylogenetic methods for inferring evolutionary rates from time-structured data sets: regression of root-to-tip...
Subchondral bone microdamage accumulation in distal metacarpus of Thoroughbred racehorses.
Equine veterinary journal    May 12, 2018   Volume 50, Issue 6 766-773 doi: 10.1111/evj.12948
Whitton RC, Ayodele BA, Hitchens PL, Mackie EJ.Microdamage accumulation leads to subchondral bone injury and/or fracture in racehorses. An understanding of this process is essential for developing strategies for injury prevention. Objective: To quantify subchondral bone microdamage in the third metacarpal bone of Thoroughbred racehorses at different stages of the training cycle. Methods: Cross-sectional. Methods: Bone blocks from the palmar aspect of the medial condyles of third metacarpal bones from 46 racing Thoroughbred horses undergoing post-mortem were examined with micro computed tomography (microCT) to detect calcified microcracks, ...
Fédération Equestre Internationale (FEI) endurance events: Riding speeds as a risk factor for failure to qualify outcomes (2012-2015).
Veterinary journal (London, England : 1997)    April 22, 2018   Volume 236 37-43 doi: 10.1016/j.tvjl.2018.04.012
Bennet ED, Parkin TDH.This study examined the association between riding speed and elimination in Fédération Equestre Internationale (FEI) endurance events. A total of 35,061 horse starts from 1st July 2012 to 31st December 2015 were included in a multivariable logistic regression model containing 25 different risk factors. Riding speeds in individual stages ('loops') were included as individual risk factors in studying the progress of horses through loops 1-3 of each endurance ride. The possibility of real-time, 'mid-ride' predictive modelling was explored by modelling both riding speeds and sudden changes in sp...
Comparison of different methods to calculate venous admixture in anaesthetized horses.
Veterinary anaesthesia and analgesia    April 17, 2018   Volume 45, Issue 5 640-647 doi: 10.1016/j.vaa.2018.02.010
van Loon JP, de Grauw JC, van Oostrom H.The aim of this study was to compare different methods to determine venous admixture (Q˙/Q˙) in anaesthetized horses. The first objective was to estimate Q˙/Q˙ using jugular venous blood oxygen content (Q˙/Q˙), and a fixed value for the oxygen extraction (F-shunt). The second objective was to assess the influence of blood pressure and positioning on oxygen extraction. The third objective was to perform regression analysis between jugular and mixed venous blood oxygen tensions. Methods: Prospective, experimental trial. Methods: The study was performed with seven warmblood horses that were...
Estimation of genetic parameters for temperament in Jeju crossbred horses.
Asian-Australasian journal of animal sciences    April 11, 2018   Volume 31, Issue 8 1098-1102 doi: 10.5713/ajas.17.0252
Kim NY, Son JK, Cho IC, Shin SM, Park SH, Seong PN, Woo JH, Park NG, Park HB.Temperament can be defined as a type of behavioral tendency that appears in a relatively stable manner in responses to various external stimuli over time. The aim of this study was to estimate genetic parameters for the records of temperament testing that are used to improve the temperament of Jeju crossbred (Jeju×Thoroughbred) horses. Methods: This study was conducted using 205 horses (101 females and 104 males) produced between 2010 and 2015. The experimental animals were imprinted and tamed according to the Manual for Horse Taming and Evaluation for Therapeutic Riding Horses and evaluated ...
Agreement between invasive blood pressure measured centrally and peripherally in anaesthetized horses.
Veterinary anaesthesia and analgesia    April 5, 2018   Volume 45, Issue 4 467-476 doi: 10.1016/j.vaa.2018.02.006
Wilson KA, Raisis AL, Drynan EA, Mosing M, Lester GD, Hayman J, Hosgood GL.To determine the agreement of invasive blood pressure measured in the facial, metatarsal and carotid arteries, and evaluate the effects of two haemodynamic conditions on agreement. Methods: Prospective randomized study. Methods: A group of eight horses aged 7 (4-23) years with a body weight of 493 ± 33 kg. Methods: Horses were anaesthetized and positioned in dorsal recumbency. Invasive blood pressure was measured simultaneously via catheters placed in the facial, metatarsal and carotid arteries. Cardiovascular function and agreement between arteries was assessed before and during administr...
Equine cheek teeth occlusal fissures: Prevalence, association with dental wear abnormalities and occlusal angles.
Equine veterinary journal    March 31, 2018   Volume 50, Issue 6 787-792 doi: 10.1111/evj.12828
Pollaris E, Haspeslagh M, Van den Wyngaert G, Vlaminck L.Fissures of the occlusal surface of equine cheek teeth are commonly encountered during oral examination but their aetiology is unknown. Objective: To examine the prevalence and characteristics of occlusal fissures in cadaver teeth. It is hypothesised that their prevalence is influenced by masticatory forces. Consequently, their possible association with wear disorders and occlusal angles were examined. Methods: Cross-sectional survey. Methods: The dental abnormalities and occlusal fissure findings in the cheek teeth of 143 cadaver heads were recorded. The cheek teeth occlusal angles were measu...
Factors associated with equine shedding of multi-drug-resistant Salmonella enterica and its impact on health outcomes.
Equine veterinary journal    March 26, 2018   Volume 50, Issue 5 616-623 doi: 10.1111/evj.12823
Burgess BA, Bauknecht K, Slovis NM, Morley PS.Salmonella enterica is an important cause of healthcare-associated infections in veterinary hospitals - with outbreaks of multi-drug resistant (MDR) Salmonella among equine cases resulting in high case fatality rates and substantial financial cost. Objective: Study objectives were to 1) investigate factors associated with shedding of MDR-Salmonella enterica and 2) evaluate the effect shedding may have on health outcomes of previously hospitalised horses and their stablemates. Methods: Retrospective case-control study with prospective cohort study. Methods: Analysis of medical records (N = 37...
Subchondral bone morphology in the metacarpus of racehorses in training changes with distance from the articular surface but not with age.
Journal of anatomy    February 15, 2018   Volume 232, Issue 6 919-930 doi: 10.1111/joa.12794
Martig S, Hitchens PL, Stevenson MA, Whitton RC.The repetitive large loads generated during high-speed training and racing commonly cause subchondral bone injuries in the metacarpal condyles of racehorses. Adaptive bone modelling leads to focal sclerosis at the site of highest loading in the palmar aspect of the metacarpal condyles. Information on whether and how adaptive modelling of subchondral bone changes during the career of a racehorse is sparse. The aim of this cross-sectional study was to describe the changes in subchondral bone micromorphology in the area of highest loading in the palmar aspect of the metacarpal condyle in thorough...
Anatomic analysis of the equine mental foramen and rostral mandibular canal using computed tomography.
Veterinary anaesthesia and analgesia    February 1, 2018   Volume 45, Issue 3 357-365 doi: 10.1016/j.vaa.2018.01.002
Rawlinson JE, Bass L, Campoy L, Broman A, Prytherch B.To characterize the anatomy of the mental foramen and determine associations with age, weight, sex and breed. Methods: Retrospective descriptive study. Methods: Forty-one horses, 0.6-25.2 years and weighing 136-820 kg. Methods: Computed tomography (CT) studies of equine heads performed over 5 years were evaluated in multiplanar and three-dimensional reconstruction. Measurements obtained were positioning of the foramen along the mandible, foramen height and width, foramen-canal angulation and rostral canal mineralization. Exploratory statistical analyses investigated associations between measu...
Development of a clinical prediction score for detection of suspected cases of equine grass sickness (dysautonomia) in France.
Veterinary research communications    December 4, 2017   Volume 42, Issue 1 19-27 doi: 10.1007/s11259-017-9704-y
Randleff-Rasmussen PK, Leblond A, Cappelle J, Bontemps J, Belluco S, Popoff MR, Marcillaud-Pitel C, Tapprest J, Tritz P, Desjardins I.Equine grass sickness (EGS) (equine dysautonomia) is a neurodegenerative condition of grazing equines. Pre-mortem diagnosis of EGS is a challenge for practitioners as definitive diagnosis requires ileal/myenteric lymph node biopsies. This study aimed to develop a clinical score that could be used by practitioners to improve the detection of acute or subacute EGS cases in the field. Suspected EGS cases were declared by veterinary practitioners. A case was classified as confirmed positive if ileal or rectal biopsy samples showed neuronal degeneration typical of EGS. A semi-quantitative scoring s...
Comparison of two blood sampling techniques for the determination of coagulation parameters in the horse: Jugular venipuncture and indwelling intravenous catheter.
Equine veterinary journal    November 2, 2017   Volume 50, Issue 3 333-338 doi: 10.1111/evj.12764
Mackenzie CJ, McGowan CM, Pinchbeck G, Carslake HB.Evaluation of coagulation status is an important component of critical care. Ongoing monitoring of coagulation status in hospitalised horses has previously been via serial venipuncture due to concerns that sampling directly from the intravenous catheter (IVC) may alter the accuracy of the results. Adverse effects such as patient anxiety and trauma to the sampled vessel could be avoided by the use of an indwelling IVC for repeat blood sampling. Objective: To compare coagulation parameters from blood obtained by jugular venipuncture with IVC sampling in critically ill horses. Methods: Prospectiv...
Quantification of the effect of instrumentation error in objective gait assessment in the horse on hindlimb symmetry parameters.
Equine veterinary journal    November 1, 2017   Volume 50, Issue 3 370-376 doi: 10.1111/evj.12766
Serra Bragança FM, Rhodin M, Wiestner T, Hernlund E, Pfau T, van Weeren PR, Weishaupt MA.Objective gait analysis is becoming more popular as a tool assisting veterinarians during the clinical lameness exam. At present, there is only limited information on the effect of misplacement of markers/motion-sensors. Objective: To investigate and describe the effect of marker misplacement on commonly calculated pelvic symmetry parameters. Methods: Experimental study. Methods: Each horse was equipped with custom-made devices consisting of several reflective markers arranged in a predefined manner with a reference marker correctly positioned regarding the anatomical landmark and several misp...
Reference values of two-dimensional and M-mode echocardiographic measurements as a function of body size in various equine breeds and in ponies.
Journal of veterinary cardiology : the official journal of the European Society of Veterinary Cardiology    October 27, 2017   Volume 19, Issue 6 492-501 doi: 10.1016/j.jvc.2017.08.008
Al-Haidar A, Moula N, Leroux A, Farnir F, Deleuze S, Sandersen C, Amory H.The aim of this study was to establish echocardiographic reference values for the equine species using allometric regression equations based on body weight (BW) and thoracic circumference (TC). Methods: A total of 239 horses or ponies were studied, including 65 warmbloods, 33 Standardbreds, 41 Thoroughbreds, 32 Arabian horses, 28 draft horses, and 40 ponies aged from 1 day to 30 years, weighing from 18 to 890 kg, with no evidence of cardiac disease. Methods: For each horse or pony, a two-dimensional and M-mode echocardiography was performed. Within each breed, the relationships between BW or ...
Using partial least squares regression as a predictive tool in describing equine third metacarpal bone shape.
Computer methods in biomechanics and biomedical engineering    October 26, 2017   Volume 20, Issue 15 1609-1612 doi: 10.1080/10255842.2017.1393806
Liley H, Zhang J, Firth E, Fernandez J, Besier T.Population variance in bone shape is an important consideration when applying the results of subject-specific computational models to a population. In this letter, we demonstrate the ability of partial least squares regression to provide an improved shape prediction of the equine third metacarpal epiphysis, using two easily obtained measurements.
An analysis of equine round pen training videos posted online: Differences between amateur and professional trainers.
PloS one    September 18, 2017   Volume 12, Issue 9 e0184851 doi: 10.1371/journal.pone.0184851
Kydd E, Padalino B, Henshall C, McGreevy P.Natural Horsemanship is popular among many amateur and professional trainers and as such, has been the subject of recent scientific enquiry. One method commonly adopted by Natural Horsemanship (NH) trainers is that of round pen training (RPT). RPT sessions are usually split into a series of bouts; each including two phases: chasing/flight and chasing offset/flight offset. However, NH training styles are heterogeneous. This study investigated online videos of RPT to explore the characteristics of RPT sessions and test for differences in techniques and outcomes between amateurs and professionals...
Testicular volumetry and prediction of daily sperm output in stallions by orchidometry and two- and three-dimensional sonography.
Theriogenology    August 19, 2017   Volume 104 149-155 doi: 10.1016/j.theriogenology.2017.08.015
Pricking S, Bollwein H, Spilker K, Martinsson G, Schweizer A, Thomas S, Oldenhof H, Sieme H.Accurate determination of the testes volume and prediction of the daily sperm output (DSO) is valuable information for reproductive management of a stallion. The aim of this study was to compare different methods for measuring the testes volume, including caliper, 2D and 3D ultrasound. Special emphasis was on feasibility of 3D volume analysis. First, 22 castrated testes were measured and derived volumes were compared with volumes determined via volume displacement in a graded cylinder with saline solution. Then, during the breeding season, testes sizes of 52 stallions were measured in vivo an...
Epidemiology of Musculoskeletal Injury during Racing on New Zealand Racetracks 2005-2011.
Animals : an open access journal from MDPI    August 11, 2017   Volume 7, Issue 8 doi: 10.3390/ani7080062
Bolwell C, Rogers C, Gee E, McIlwraith W.The objective of the study was to determine the incidence of veterinary events that resulted in a horse failing to finish a race and identify risk factors for musculoskeletal injury (MSI) during a race. Data were obtained on Thoroughbred flat race starts in New Zealand between 1 August 2005 and 31 July 2011 (six racing seasons). Stipendiary Steward's reports were key-word searched to identify veterinary events that prevented a horse from finishing a race. Race data were used calculate the incidence of veterinary events per 1000 horse starts and Poisson regression was used to investigate risk f...
Epidemiological survey on equine cheek tooth infundibular caries in the United Kingdom.
The Veterinary record    August 3, 2017   Volume 181, Issue 9 235 doi: 10.1136/vr.104319
Borkent D, Reardon R, Dixon PM.Infundibular caries (IC) is an important equine dental disorder that can cause premature wear, fractures and apical infection of affected maxillary cheek teeth. No accurate prevalence values for IC are available for UK horses. The feeding of high levels of concentrates is believed to increase its prevalence, but no objective information is available on such possible environmental risk factors. The aims of the study were to document the prevalence of IC in UK horses, assess its distribution and severity between infundibulae and teeth in affected horses and examine for potential risk factors for...
Evaluation of clinical and tenoscopic findings in the carpal flexor sheath of horses.
American journal of veterinary research    June 27, 2017   Volume 78, Issue 7 840-846 doi: 10.2460/ajvr.78.7.840
Zetterström SM, Johansson BC, Carmalt JL.OBJECTIVE To evaluate clinical and tenoscopic findings in a large group of horses undergoing surgery of the carpal flexor sheath (CFS) and determine whether any of the presurgical clinical signs were associated with tenoscopic findings. ANIMALS 242 horses that had undergone diagnostic and therapeutic tenoscopy of the CFS because of aseptic tenosynovitis. PROCEDURES Medical and tenoscopic video records (when available) of 242 horses undergoing tenoscopy of the CFS at a single equine clinic between January 2005 and June 2014 were reviewed. Tenoscopic findings were categorized as present or absen...
The association between oral examination findings and computed tomographic appearance of the equine temporomandibular joint.
Equine veterinary journal    May 25, 2017   Volume 49, Issue 6 780-783 doi: 10.1111/evj.12693
Carmalt JL, Simhofer H, Bienert-Zeit A, Rawlinson JE, Waldner CL.The temporomandibular joint (TMJ) forms the junction between the maxilla and mandible. Movement of the jaw and resulting masticatory forces have been extensively studied in the horse; however, less is known about the inter-relationship between this joint and oral and dental pathology. Objective: To determine the association between specific oral and dental pathologies and anatomical variations of the TMJ imaged with computed tomography (CT) in horses with asymptomatic TMJs. Methods: Retrospective cross-sectional study. Methods: Horses (n = 201) from three practices with a complete oral exami...
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