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.
Equine Transport-Related Problem Behaviors and Injuries: A Survey of Italian Horse Industry Members.
Animals : an open access journal from MDPI    January 18, 2021   Volume 11, Issue 1 223 doi: 10.3390/ani11010223
Dai F, Zappaterra M, Minero M, Bocchini F, Riley CB, Padalino B.An online survey was conducted to determine associations between equine transport management and transport-related injuries and problem behaviors in Italy. The survey was composed of four sections: respondents' demographic information and background, transport management practices, journey details and vehicle design, and transport injuries experienced by the horse in the previous two-year period. Univariable and multivariable logistic regression with a binary outcome variable was performed to explore associations between variables (respondents' and journeys' details and transport practices) an...
Influence of osteochondrosis on the longevity and racing performance of standardbred trotters and pacers.
Veterinary surgery : VS    January 18, 2021   Volume 50, Issue 3 507-516 doi: 10.1111/vsu.13568
Boorman S, Hofmeister EH, Ross MW, Ralston S, Bell G, Mackie S, Ortved K.To determine the influence of clinical osteochondrosis (OC) on the short-term (2, 3, and 4-year-old) and long-term racing performance and longevity of standardbred racehorses. Methods: Retrospective case-control study. Methods: Standardbred racehorses from a single breeding farm born between 2009 and 2017 that survived to racing age (n = 2711). Three hundred eighty-two (14%) horses were OC-affected (829 lesions confirmed arthroscopically during surgical treatment), and 2329 (86%) horses were nonaffected. Methods: Racing performance data were obtained from an online database and evaluated with ...
Computed tomography identified mineralisation of the longitudinal odontoid ligament of the horse is associated with age and sex but not with the clinical sign of head shaking. Talbot AM, Rodrigues M, Maddox TW.Mineralisation of the longitudinal odontoid ligament has recently been identified in three horses undergoing computed tomographic (CT) examination, but published studies describing the clinical relevance of this finding are currently lacking. The objective of this retrospective, analytical, cross-sectional study was to investigate the relationship of this image finding to primary presenting complaint, age, breed, use and sex of the patient, and determine any association to the clinical signs of head shaking, neck pain or restricted range of neck motion. Computed tomographic images of 96 horses...
Equine Responses to Acceleration and Deceleration Cues May Reflect Their Exposure to Multiple Riders.
Animals : an open access journal from MDPI    December 31, 2020   Volume 11, Issue 1 doi: 10.3390/ani11010066
McKenzie J, Fenner K, Hyde M, Anzulewicz A, Burattini B, Romness N, Wilson B, McGreevy P.It is logical to assume that horses with multiple riders encounter variation in application of training cues. When training cues are inconsistent, we expect to see a decrease in trained responses or an increase in conflict behaviours. This study investigated the relationship between the number of people that regularly ride or handle a horse and the horse's response to operant cues. Data on 1819 equids were obtained from the Equine Behavior Assessment and Research Questionnaire (E-BARQ), an online global survey of horse owners and caregivers. Three mutually independent indices (acceleration, de...
Associations between Owners’ Reports of Unwanted Ridden Behaviour and In-Hand Behaviour in Horses.
Animals : an open access journal from MDPI    December 18, 2020   Volume 10, Issue 12 2431 doi: 10.3390/ani10122431
Romness N, Fenner K, McKenzie J, Anzulewicz A, Burattini B, Wilson B, McGreevy P.An evidence-based understanding of dangerous or unwelcome behaviour in horses would greatly benefit both horses and humans who interact with them. Using owner-reported data from the Equine Behaviour Assessment and Research Questionnaire (E-BARQ), the current study investigated in-hand behaviours associated with dangerous or unwelcome ridden behaviours, notably bolting, rearing and bucking. Respondents ( = 1584) to the ridden horse section of the E-BARQ answered 42 demographic questions, followed by 268 behavioural items. Parallel analysis was conducted to group individual behaviours into rotat...
Genetic consistency between gait analysis by accelerometry and evaluation scores at breeding shows for the selection of jumping competition horses.
PloS one    December 16, 2020   Volume 15, Issue 12 e0244064 doi: 10.1371/journal.pone.0244064
Ricard A, Dumont Saint Priest B, Chassier M, Sabbagh M, Danvy S.The aim was to assess the efficiency of gaits characteristics in improving jumping performance of sport horses and confront accelerometers and judge scores for this purpose. A sample of 1,477 young jumping horses were measured using accelerometers for walk, trot, and canter. Of these, 702 were genotyped with 541,175 SNPs after quality control. Dataset of 26,914 horses scored by judges in breeding shows for gaits and dataset of 142,682 horses that performed in jumping competitions were used. Analysis of accelerometric data defined three principal components from 64% to 89% of variability explai...
Factors associated with survival and racing performance of 114 Thoroughbred foals with septic arthritis compared with maternal siblings (2009-2015).
Equine veterinary journal    December 14, 2020   Volume 53, Issue 5 935-943 doi: 10.1111/evj.13387
O'Brien TJ, Rosanowski SM, Mitchell KD, Carrick JB, Butt TD, Adkins AR.There is little consensus on factors associated with survival in foals with septic arthritis and limited data on long-term racing performance of Thoroughbred foals treated for septic arthritis. A more thorough understanding of short- and long-term outcome is necessary to help inform owners, and subsequently guide treatment. Objective: To investigate factors associated with survival, and to analyse racing performance of foals with septic arthritis compared with their maternal siblings. Methods: Retrospective cohort and a case-control study. Methods: Veterinary clinical records of Thoroughbred f...
Towards compound identification of synthetic opioids in nontargeted screening using machine learning techniques.
Drug testing and analysis    December 9, 2020   Volume 13, Issue 5 990-1000 doi: 10.1002/dta.2976
Klingberg J, Cawley A, Shimmon R, Fu S.The constant evolution of the illicit drug market makes the identification of unknown compounds problematic. Obtaining certified reference materials for a broad array of new analogues can be difficult and cost prohibitive. Machine learning provides a promising avenue to putatively identify a compound before confirmation against a standard. In this study, machine learning approaches were used to develop class prediction and retention time prediction models. The developed class prediction model used a naïve Bayes architecture to classify opioids as belonging to either the fentanyl analogues, AH...
Variation in GPS and accelerometer recorded velocity and stride parameters of galloping Thoroughbred horses.
Equine veterinary journal    November 23, 2020   Volume 53, Issue 5 1063-1074 doi: 10.1111/evj.13370
Morrice-West AV, Hitchens PL, Walmsley EA, Stevenson MA, Wong ASM, Whitton RC.With each stride, galloping horses generate large skeletal loads which influence bone physiology, and may contribute to musculoskeletal injury. Horse speed and stride characteristics are related, but the usefulness of using horse speed and distance travelled as a proxy for stride characteristics is unknown. Objective: We aimed to determine stride characteristics, their variance and their relationship with speed in horses performing maximally. Methods: Retrospective cross-sectional analysis of archived data. Methods: Stride characteristics obtained using GPS and inertial sensors in Thoroughbred...
Reliable and clinically applicable gait event classification using upper body motion in walking and trotting horses.
Journal of biomechanics    November 21, 2020   Volume 114 110146 doi: 10.1016/j.jbiomech.2020.110146
Roepstorff C, Dittmann MT, Arpagaus S, Serra Bragança FM, Hardeman A, Persson-Sjödin E, Roepstorff L, Gmel AI, Weishaupt MA.Objectively assessing horse movement symmetry as an adjunctive to the routine lameness evaluation is on the rise with several commercially available systems on the market. Prerequisites for quantifying such symmetries include knowledge of the gait and gait events, such as hoof to ground contact patterns over consecutive strides. Extracting this information in a robust and reliable way is essential to accurately calculate many kinematic variables commonly used in the field. In this study, optical motion capture was used to measure 222 horses of various breeds, performing a total of 82 664 steps...
Occlusal Fissures in Equine Cheek Teeth: A Prospective Longitudinal in vivo Study.
Frontiers in veterinary science    November 17, 2020   Volume 7 604420 doi: 10.3389/fvets.2020.604420
Pollaris E, Broeckx BJG, Vlaminck L. It has been suggested that fissures of the occlusal surface of equine cheek teeth may develop into crown fractures. To examine the evolution of fissures present on the occlusal surface of cheek teeth. Furthermore, to investigate the presence of a fissure as a risk factor for the development of a subsequent crown fracture. Observational longitudinal study. Bi-annual dental examinations were performed on 36 horses for 3 years. Video-recordings were made to evaluate the evolution of detected fissures. The effect of possible predictors on the development of tooth fractures was investigated by ...
Principal components for morphometric traits in Campolina horses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    November 2, 2020   Volume 138, Issue 2 179-187 doi: 10.1111/jbg.12521
Solar Diaz IDP, Strauss Borges Junqueira G, Aparecida Rocha Cruz V, Albano Araújo de Oliveira C, Nunes de Oliveira H, Miguel Ferreira de Camargo G....Principal component analysis (PCA) was applied to evaluate the genetic variability and relationship between 15 morphometric traits in 91,483 Campolina horses, as well as to propose an index based on an aggregate genotype that promotes a particular selection objective. PCA was applied to the genetic (co)variance matrix among variables. After calculation of the principal components, the breeding values were estimated to obtain an index related to the component that explained most of the variation. The first principal component (PC1) accounted for 97.8% of the total additive genetic variance of t...
Genetic inbreeding depression load for morphological traits and defects in the Pura Raza Española horse.
Genetics, selection, evolution : GSE    October 20, 2020   Volume 52, Issue 1 62 doi: 10.1186/s12711-020-00582-2
Poyato-Bonilla J, Perdomo-González DI, Sánchez-Guerrero MJ, Varona L, Molina A, Casellas J, Valera M.Inbreeding is caused by mating between related individuals and is associated with reduced fitness and performance (inbreeding depression). Several studies have detected heterogeneity in inbreeding depression among founder individuals. Recently, a procedure was developed to predict hidden inbreeding depression load that is associated with founders using the Mendelian sampling of non-founders. The objectives of this study were to: (1) analyse the population structure and general inbreeding, and (2) test this recent approach for predicting hidden inbreeding depression load for four morphological ...
Epidural administration of opioid analgesics improves quality of recovery in horses anaesthetised for treatment of hindlimb synovial sepsis.
Equine veterinary journal    September 23, 2020   Volume 53, Issue 4 682-689 doi: 10.1111/evj.13338
Louro LF, Milner PI, Bardell D.Opioid epidural analgesia has been shown to provide effective analgesia in horses. There is a lack of evidence regarding the effect of opioid epidural analgesia on quality of recovery in horses. Objective: Identify whether opioid epidural analgesia influences quality of recovery in horses undergoing general anaesthesia required for management of hindlimb synovial sepsis. Methods: Single-centre retrospective cross-sectional study. Methods: Data were obtained from the clinical records of horses which had undergone arthroscopic or tenoscopic surgery for management of hindlimb synovial sepsis over...
Agreement of 2 electrolyte analyzers for identifying electrolyte and acid-base disorders in sick horses.
Journal of veterinary internal medicine    September 23, 2020   Volume 34, Issue 6 2758-2766 doi: 10.1111/jvim.15889
Gomez DE, Buczinski S, Darby S, Palmisano M, Beatty SSK, Mackay RJ.Use of different analyzers to measure electrolytes in the same horse can lead to different interpretation of acid-base balance when using the simplified strong ion difference (sSID) approach. Objective: Investigate the level of agreement between 2 analyzers in determining electrolytes concentrations, sSID variables, and acid-base disorders in sick horses. Methods: One hundred twenty-four hospitalized horses. Methods: Retrospective study using paired samples. Electrolytes were measured using a Beckman Coulter AU480 Chemistry analyzer (PBMA) and a Nova Biomedical Stat Profile (WBGA), respectivel...
Evaluation of jennies’ colostrum: IgG concentrations and absorption in the donkey foals. A preliminary study.
Heliyon    August 3, 2020   Volume 6, Issue 8 e04598 doi: 10.1016/j.heliyon.2020.e04598
Immunoglobulin type G (IgG) concentration both in jennies' colostrum and in serum of donkey foals are mostly unknown in the first 24 h after delivery. The aims of the present study were to evaluate the IgG concentrations of colostrum during the first 24 h of lactation of Amiata jennies, the absorption of colostrum and the weekly body weight gain of the donkey foals. IgG concentrations were assessed in the jennies' colostrum and in the serum of donkey foals. Colostrum was collected in 9 jennies ready after delivery, and at 6, 12, 24 h after foaling from both halves. Serum was collected at the s...
Phylogenetic analysis and geographical distribution of Theileria equi and Babesia caballi sequences from horses residing in Spain.
Ticks and tick-borne diseases    July 29, 2020   Volume 11, Issue 6 101521 doi: 10.1016/j.ttbdis.2020.101521
Camino E, Cruz-Lopez F, de Juan L, Dominguez L, Shiels B, Coultous RM.The intraerythrocytic protozoans Theileria equi and Babesia caballi are the causative agents of equine piroplasmosis (EP), one of the most important equine tick-borne diseases due to its significant impact on global international horse trade. Although EP is known to be endemic in Spain, previous phylogenetic studies have only been conducted for limited geographical regions. Therefore, the objective of this study was to evaluate the genetic diversity and distribution of these parasite species nationwide. This was performed by amplification of the 18S small subunit (SSU) rRNA gene from 100 EP ...
The Relationship between Lung Inflammation and Aerobic Threshold in Standardbred Racehorses with Mild-Moderate Equine Asthma.
Animals : an open access journal from MDPI    July 27, 2020   Volume 10, Issue 8 doi: 10.3390/ani10081278
Stucchi L, Alberti E, Stancari G, Conturba B, Zucca E, Ferrucci F.Mild-moderate equine asthma (MEA) is a common disease of young racehorses characterized by inflammation of the lower airways diagnosed by cytological examination of bronchoalveolar lavage fluid (BALF), and it is considered an important cause of poor performance. The most common parameter of athletic capacity associated with horse performance is the speed at 4 mmol/L of lactate (VLA4). The aim of the present work was to evaluate the relation between the different BALF inflammatory cells and VLA4 in racehorses affected by MEA. A population of Standardbred racehorses that underwent an accurate pr...
Retrospective analysis of 15 years of horse-related maxillofacial fracture data at a major German trauma center.
European journal of trauma and emergency surgery : official publication of the European Trauma Society    July 22, 2020   Volume 48, Issue 4 2539-2546 doi: 10.1007/s00068-020-01450-w
Stier R, Tavassol F, Dupke C, Rüter M, Jehn P, Gellrich NC, Spalthoff S.The purpose of this study was to estimate the effect of the mechanism of trauma (fall versus kick), rider demographics, equestrian experience, protective equipment, and whether or not a horse was shod on the anatomic site of a horse-related maxillofacial fracture, operating time, postoperative complication rate, and length of hospital stay. Methods: We retrospectively reviewed the medical records of patients treated for horse-related maxillofacial fractures at a single institution in Germany between January 2000 and March 2015. We used linear and logistic regression to test the above-mentioned...
Are humans evolved specialists for running in the heat? Man vs. horse races provide empirical insights.
Experimental physiology    July 14, 2020   Volume 106, Issue 1 258-268 doi: 10.1113/EP088502
Halsey LG, Bryce CM.What is the central question of this study? Do available comparative data provide empirical evidence that humans are adapted to endurance running at high ambient temperatures? What is the main finding and its importance? Comparing the results of races that pit man against horse, we find that ambient temperature on race day has less deleterious effects on running speed in humans than it does on their quadrupedal adversary. This is evidence that humans are adapted for endurance running at high ambient temperatures. We debate whether this supports the hypothesis that early man was evolutionarily ...
Combining Threshold, Thurstonian and Classical Linear Models in Horse Genetic Evaluations for Endurance Competitions.
Animals : an open access journal from MDPI    June 22, 2020   Volume 10, Issue 6 1075 doi: 10.3390/ani10061075
Cervantes I, Gutiérrez JP, García-Ballesteros S, Varona L.The racing time and rank at finish traits are commonly used for endurance horse breeding programs as a measure of their performance. Even so, given the nature of endurance competitions, many horses do not finish the race. However, the exclusion of non placed horses from the dataset could have an influence on the prediction of individual breeding values. The objective of the present paper was to develop a multitrait model including race time (T), rank (R) and placing (P), with different methodologies, to improve the genetic evaluation in endurance competitions in Spain. The database contained 6...
Efficiency of Semen Cryopreservation in Stallions.
Animals : an open access journal from MDPI    June 13, 2020   Volume 10, Issue 6 doi: 10.3390/ani10061033
Aurich J, Kuhl J, Tichy A, Aurich C.Differences in the cryotolerance of spermatozoa exist among stallions, but it remains to be determined to what extent such differences are affected by breed. In this study, post-thaw semen quality in stallions presented for semen cryopreservation was analysed retrospectively (1012 ejaculates from 134 stallions of 5 breeds). The percentage of frozen-thawed ejaculates acceptable for artificial insemination (AI) and the number of insemination doses per cryopreserved ejaculate was calculated. Logistic regression analysis revealed sperm motility in raw semen as the most important explanatory variab...
Is clinical effect of autologous conditioned serum in spontaneously occurring equine articular lameness related to ACS cytokine profile?
BMC veterinary research    June 8, 2020   Volume 16, Issue 1 181 doi: 10.1186/s12917-020-02391-7
Marques-Smith P, Kallerud AS, Johansen GM, Boysen P, Jacobsen AM, Reitan KM, Henriksen MM, Löfgren M, Fjordbakk CT.Biologic' therapies, such as autologous conditioned serum (ACS), are gaining popularity in treating orthopaedic conditions in equine veterinary medicine. Evidence is scarce regarding ACS constituents, and large inter-individual differences in cytokine and growth factor content have been demonstrated. The objective of the current study was to investigate the potential association between cytokine and growth factor content of ACS and clinical effect in harness racehorses with spontaneously occurring low-grade articular lameness. Horses received 3 intra-articular injections of ACS administered at...
Age, gender and climate associations with the seroprevalence of Neospora species infection in horses in Jordan. Abu-Halaweh M, Abo-Shehada MN, Khalil R.A cross-sectional study was carried out on a sample of 379 horses to determine the seroprevalence of Neospora spp. in Jordan using the indirect fluorescent antibody test. Five variables, namely locality (n=10), climatic zone (n=4), age group (n=3), gender, and breed were tested as risk factors for Neospora-immunoglobulin (Ig)G seropositivity at four cutoff titers (1:50, 1:200, 1:400, and 1:800) using univariate and multivariate logistic regression analyses. A total of 122 (32%; 95% CI: 28, 37) sera samples had anti-Neospora-IgG at a cutoff titer of 1:50. Increased Neospora-IgG seropositivity w...
Weight loss is linearly associated with a reduction of the insulin response to an oral glucose test in Icelandic horses.
BMC veterinary research    May 24, 2020   Volume 16, Issue 1 151 doi: 10.1186/s12917-020-02356-w
Delarocque J, Frers F, Huber K, Feige K, Warnken T.Insulin dysregulation (ID) goes along with lasting or transient hyperinsulinemia able to trigger equine laminitis, a painful and crippling foot condition. Promoting weight loss through dietary changes and physical activity is currently the main option to prevent this disease. This study aimed at describing the relationship between weight variations and the level of ID as determined by oral glucose tests (OGT). Therefore, the insulin response of 19 Icelandic horses to repeated OGTs was retrospectively analysed considering the variations in their body weight. Results: There was a strong linear r...
The effect of crude protein content of the diet on renal energy losses in horses.
Journal of animal physiology and animal nutrition    May 14, 2020   Volume 104, Issue 5 1494-1500 doi: 10.1111/jpn.13377
Kuchler M, Zeyner A, Susenbeth A, Kienzle E.Renal energy losses of horses are high in comparison with other species. In the present study, more data were obtained on this parameter to improve predictive equations for renal energy losses. Four adult ponies (247-344 kg body weight [BW]) were fed with eight different diets based on first cut hay, second cut hay, early first cut fresh grass, late cut herbs-grass mix, early cut clover-grass mix, sugar beet pulp, rice bran and straw. Feed intake was measured, and urine and faeces were quantitatively collected for 3 × 12 hr at daytime and afterwards 3 × 12 hr at nighttime. Feed was an...
Two-dimensional, M-mode and left atrial velocity echocardiographic measurements in healthy Norwegian-Swedish Coldblooded Trotters.
Journal of veterinary cardiology : the official journal of the European Society of Veterinary Cardiology    May 4, 2020   Volume 29 60-73 doi: 10.1016/j.jvc.2020.04.006
Fintl C, Krontveit R, Risberg Å, Hanche-Olsen S, Slack J.The Norwegian-Swedish Coldblooded Trotter (NSCT) is an important breed in Norwegian and Swedish harness racing. In spite of this, little is known about its cardiac measurements and factors that may influence these. The aims of this study were to establish reference intervals (RI) for a series of conventional echocardiographic variables, primarily of the left heart, in NSCTs in race training and to evaluate any effects age, gender, estimated body weight (EBW), number of starts and racing performance may have on these. Methods: Sixty-three apparently healthy NSCTs in race training. Methods: Obse...
Genetic Parameters and Inbreeding Effect of Morphological Traits in Sardinian Anglo Arab Horse.
Animals : an open access journal from MDPI    May 2, 2020   Volume 10, Issue 5 791 doi: 10.3390/ani10050791
Giontella A, Sarti FM, Biggio GP, Giovannini S, Cherchi R, Pieramati C, Silvestrelli M.The purpose of this study was to estimate the heritability and genetic correlations of four biometric measurements and an overall score (OS) in the Sardinian Anglo-Arab horse (SAA); moreover, the effect of inbreeding on these traits was investigated. A dataset with 43,624 horses (27,052 females and 16,572 males) was provided by the Agricultural Research Agency of Sardinia (AGRIS). Cannon bone circumference (BC), chest girth (CG), shoulder length (SL), and withers height (WH) were measured on 6033 SAA horses born in Sardinia between 1967 and 2005; beside the measurements, an overall score (OS) ...
Normal regression of the internal umbilical remnant structures in Standardbred foals.
Equine veterinary journal    April 30, 2020   Volume 52, Issue 6 876-883 doi: 10.1111/evj.13267
McCoy AM, Lopp CT, Kooy S, Migliorisi AC, Austin SM, Wilkins PA.Diseases affecting the internal umbilical remnant are common in foals. Ultrasound is used to diagnose abnormalities of these structures, and to monitor treatment. However, little is known about the progression of normal internal umbilical remnant regression. Objective: To document normal regression of the umbilical remnant in foals over the first 6 weeks of life. Methods: Prospective, longitudinal cohort study. Methods: Weekly ultrasound examinations were performed beginning at 1 day of age in 34 healthy Standardbred foals. The umbilical vein was measured in cross section just cranial to the...
Career outcome of Thoroughbred racehorses with metacarpo/metatarsophalangeal joint dorsal chip fracture managed nonsurgically and surgically: A retrospective cohort study.
Equine veterinary journal    April 17, 2020   Volume 52, Issue 6 823-831 doi: 10.1111/evj.13253
Ramzan PHL, Wylie CE.Arthroscopy has been advocated as the treatment of choice for dorsal osteochondral chip fracture of the metacarpo/metatarsophalangeal (MCP/MTP) joint. However, there is no published research on racing performance outcomes of horses with this pathology managed nonsurgically. Objective: To compare racing career outcomes of Thoroughbred racehorses with nonsurgically (non-SX) or surgically (SX) managed MCP/MTP dorsal osteochondral chip fracture alongside a cohort of horses with no dorsal osteochondral chip fracture (unexposed). Methods: Retrospective cohort study conducted between 2006 and 2014. M...
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