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Topic:Logistic Regression

Logistic regression is a statistical method used for modeling the probability of a certain class or event, such as the presence or absence of a particular condition, based on one or more predictor variables. In equine research, logistic regression can be applied to analyze various factors affecting horse health and performance. This method allows researchers to evaluate the relationship between independent variables, such as age, breed, and physiological parameters, and a binary outcome, such as the occurrence of a disease or a performance level. Logistic regression is valuable for identifying potential risk factors and making predictions about health outcomes in horses. This page compiles peer-reviewed research studies and scholarly articles that explore the application, methodology, and findings of logistic regression in equine studies.
Involvement of veterinary students in the placement of intravenous catheters in adult horses in a teaching hospital does not significantly increase the rate of catheter complications.
Journal of the American Veterinary Medical Association    April 30, 2024   1-7 doi: 10.2460/javma.24.02.0077
Hepworth-Warren KL, Erwin-Craig SJ, Love K.To determine whether student involvement in intravenous catheter (IVC) placement increases the risk for complications and to report the rate and types of complications associated with IVCs in adult horses in a university teaching hospital. Methods: 455 IVCs placed in 394 horses. Methods: Data relevant to IVC placement and removal were retrieved from an electronic medical record search including records of adult horses from January 1 to December 31, 2022. Data retrieved from records included the role of the individual who prepared the site and placed the IVC, site of IVC placement, and type of ...
Molecular and Serological Detection of Vector-Borne Pathogens Responsible for Equine Piroplasmosis in Europe between 2008 and 2021.
Microorganisms    April 17, 2024   Volume 12, Issue 4 816 doi: 10.3390/microorganisms12040816
Axt CW, Springer A, Strube C, Jung C, Naucke TJ, Müller E, Schäfer I.Equine piroplasmosis (EP) is caused by (.) and/or (.) . The aim was to assess the percentage of positive test results for EP in horses in Europe and to identify risk factors for pathogen contact/infection. This study included results from PCR and competitive enzyme-linked immunosorbent assay testing requested by European veterinarians between 2008 and 2021. Binary bivariate logistic regression was used to analyze risk factors. A total of 4060 horses were included. PCR testing was positive in 9.7% (154/1589), serology for in 15.2% (393/2591) and for in 6.8% (175/2578). The odds of positive...
Ultrasonographic findings of fluid accumulation and hyperechogenic spots suggestive of surgical site infection following laparotomy for colic in horses.
The Veterinary record    April 5, 2024   Volume 194, Issue 10 e4045 doi: 10.1002/vetr.4045
Pilati N, Pressanto MC, Beccati F, Pepe M, Venditti R, Gialletti R.The aim of this study was to compare ultrasonographic findings of the ventral midline incision after exploratory laparotomy for colic in horses with and without surgical site infection (SSI). Ultrasonographic examination of the surgical wound was performed on postoperative day 5 (D5) and day 10 (D10) to assess the presence of fluid accumulation, suture sinus formation, hyperechogenic spots and fistulous path. Clinical evaluation of the wound was used to classify horses with and without SSI. The accuracy, sensitivity, specificity and positive and negative predictive values of the ultrasonograph...
A cross-sectional observational study of birefringent particulates in bronchoalveolar lavage cytology in horses with equine asthma from the West v East coasts of the USA.
PloS one    April 4, 2024   Volume 19, Issue 4 e0297181 doi: 10.1371/journal.pone.0297181
Mazan MR, Deveney EF.Equine asthma (EA) is an important cause of wastage in the USA horse industry. Exposure to organic particulates, from stable dust, airborne pollen, and fungal loads, is posited to be the main cause. Dust arising from the earth's crust has been largely ignored as a contributor to EA in the veterinary literature. The objectives of this study were to investigate the occurrence of birefringent particulates in the bronchoalveolar lavage fluid (BALF) of horses with a clinical complaint of EA residing in the arid West of the USA v. the East, in an effort to determine the contribution of geolocation t...
Post-cooling semen processing and sperm re-suspension as an alternative method to circumvent poor semen cooling in stallions.
Equine veterinary journal    April 3, 2024   doi: 10.1111/evj.14085
Artificial insemination with cooled-shipped semen is the primary method used in the equine breeding industry; yet, sperm quality and fertility can be suboptimal for some stallions when standard techniques are used. Therefore, there is a critical need to develop alternative approaches for these stallions. Objective: To assess sperm quality parameters and fertility of cooled-stored stallion semen processed by SpermFilter® or centrifugation and resuspended in three extenders. Methods: Controlled and field study. Methods: In Experiment 1, semen was collected from 21 stallions classified as having...
Prevalence and severity of exercise-induced pulmonary hemorrhage in 2-year-old Thoroughbred racehorses and its relationship to performance.
Journal of veterinary internal medicine    February 16, 2024   doi: 10.1111/jvim.17003
Shoemaker S, Wang Y, Sellon D, Gold J, Fisher A, Bagshaw J, Leguillette R, Sanz M, Bayly W.Little has been reported regarding the prevalence and severity of exercise-induced pulmonary hemorrhage (EIPH) in 2-year-old Thoroughbred racehorses. Objective: Evaluate EIPH prevalence and severity and its association with performance, speed index, furosemide administration, race distance, and track surface. Methods: A total of 830 2-year-old Thoroughbreds. Methods: Prospective blinded observational study. Videoendoscopy was performed 30 to 60 minutes postrace at 15 American racetracks. Three blinded observers independently assigned an EIPH grade (0-4) to each video, and prevalence and seve...
Success rates and factors influencing pregnancy outcome after 464 transvaginal ultrasound-guided twin reductions in the mare.
Equine veterinary journal    February 14, 2024   Volume 56, Issue 4 726-734 doi: 10.1111/evj.14071
Sielhorst J, Baade S, Neudeck KC, Tönissen A, Rohn K, Hollinshead F, Sieme H.Transvaginal ultrasound-guided aspiration (TUA) is used for post-fixation twin reduction in mares. However, there is limited information regarding factors that influence pregnancy outcome after TUA. Objective: To evaluate the effect of day of gestation on which TUA is performed, aspiration volume, puncture of the conceptus, medication administered before and after TUA, embryo location, mare age and parity and operator experience on pregnancy and foaling rates after TUA. Methods: Retrospective case series. Methods: Data were collected from case records of 464 TUAs performed by 14 operators in 4...
Success of different therapies for bacterial endometritis in stud farm practice.
Journal of equine veterinary science    January 21, 2024   Volume 133 105009 doi: 10.1016/j.jevs.2024.105009
Köhne M, Hegger A, Tönissen A, Hofbauer L, Görgens A, Sieme H.Bacterial endometritis is a major problem in equine reproduction usually treated with antibiotics, however reports of success rates are scarce. This study collected data from mares diagnosed with intrauterine bacterial growth and compared the outcome of different therapies for bacterial endometritis in German stud farm practice. Data on mares with positive uterine culture results were collected retrospectively in veterinary practices (n = 5; 2018-2022). Information relating to 30 factors (mare, diagnostics, therapy, pregnancy rate) of bacterial endometritis cases (n = 772) were recorded an...
Retrospective study of perioperative antimicrobial use in horses undergoing elective laparoscopy at a single institution. Recchi L, Cribb N, Côté N, Dubois MS, Koenig J, Valverde A, Monteith G.Antimicrobial stewardship has shown significant development in recent years. Perioperative prophylaxis accounts for a substantial volume of antimicrobial use and is a field in which improvements can likely be made. The objective of this study was to evaluate practices associated with perioperative antimicrobial use in equine elective laparoscopy at a single institution over a 21-year period and to determine whether antimicrobial therapy influenced the occurrence of postoperative complications. Medical records of horses that underwent elective laparoscopy at a teaching hospital from January 200...
Age and treatment on the day of embryo transfer in recipient mares affect likelihood of pregnancy.
Tierarztliche Praxis. Ausgabe G, Grosstiere/Nutztiere    December 6, 2023   Volume 51, Issue 6 358-366 doi: 10.1055/a-2186-2693
Blanco M, Foss R, Tönißen A, Rohn K, Burger D, Sieme H.This retrospective evaluation of data from a large commercial embryo transfer facility aimed to determine the extent to which age and treatment on the day of embryo transfer in recipient mares influence the likelihood of pregnancy. Methods: Embryo recovery was carried out on days 8-10 post-ovulation using transcervical uterine flushing. Recipient mares grouped according to their age were treated once on the day of embryo transfer (Day 3-8 post ovulation) and were assigned randomly to 1 of 3 groups: Mares in Group A (n=101) received antispasmodic, antimicrobial, and anti-inflammatory drugs. Mar...
Epidemiology and pathogenicity of M. equirhinis in equine respiratory disorders.
Veterinary microbiology    November 22, 2023   Volume 287 109926 doi: 10.1016/j.vetmic.2023.109926
Martineau M, Kokabi E, Taiebi A, Lefebvre S, Pradier S, Jaÿ M, Tardy F, Leon A.Mycoplasmas are pathogens involved in respiratory disorders of various animal hosts. In horses, Mycoplasma (M.) equirhinis is the species most frequently detected in clinical respiratory specimens, with a prevalence of 12-16%, but its clinical implication in equine respiratory disorders remains unclear. Here we screened 1948 clinical specimens for the presence of M. equirhinis. The samples were both tracheal washes (TW) and bronchoalveolar lavages (BAL) collected by veterinarians in France in day-to-day work between 2020 and 2022. The samples were associated with a standardized form that serve...
Obesity and obesity-associated metabolic disease conditions in Connemara ponies in Ireland.
Equine veterinary journal    November 20, 2023   Volume 56, Issue 2 273-280 doi: 10.1111/evj.14029
Al-Ansari AS, Golding E, Walshe N, Mooney CT, Duggan V.Equine obesity combined with insulin dysregulation (ID) is a major risk factor associated with laminitis. Some pony breeds appear to be at increased risk. However, little is known regarding the prevalence of obesity or hyperinsulinaemia as evidence of ID in Irish ponies. Objective: To investigate the prevalence of obesity and associated endocrine/metabolic disease conditions in Connemara ponies and to determine if hyperinsulinaemia in these ponies could be predicted by morphometric or metabolic markers. Methods: Cross-sectional study. Methods: The study population included registered Connemara...
The Effects of Antimicrobial Protocols and Other Perioperative Factors on Postoperative Complications in Horses Undergoing Celiotomy: A Retrospective Analysis, 2008-2021.
Animals : an open access journal from MDPI    November 19, 2023   Volume 13, Issue 22 doi: 10.3390/ani13223573
Rockow M, Griffenhagen G, Landolt G, Hendrickson D, Pezzanite L.Recognition of antimicrobial resistance in equine practice has increased over the past decade. The objective of this study was to provide an updated retrospective review of antimicrobial regimens in one tertiary referral hospital and to evaluate the association with postoperative complications. A secondary objective was to evaluate other perioperative factors including surgical procedure, anesthetic and recovery parameters, and the effect of perioperative medications on complications and outcomes. A computerized search of medical records was performed to identify horses undergoing exploratory ...
Incidence and risk factors for complications associated with equine general anaesthesia for elective magnetic resonance imaging.
Equine veterinary journal    November 7, 2023   Volume 56, Issue 5 944-951 doi: 10.1111/evj.14026
Morgan JM, Aceto H, Manzi T, Davidson EJ.Complications are a practical consideration for elective magnetic resonance imaging (MRI) studies performed under general anaesthesia but relatively little is known about their distribution and risk factors. Objective: To describe the incidence of complications associated with MRI performed under general anaesthesia at a large referral facility and evaluate potential risk factors for these complications. Methods: Retrospective case-control study. Methods: Patient information and details of the MRI procedure were collected retrospectively from medical records of all horses that had undergone an...
Risk factors associated with development of colitis in horses post-exploratory laparotomy.
Equine veterinary journal    November 7, 2023   Volume 56, Issue 6 1162-1169 doi: 10.1111/evj.14028
Givan SA, Estell KE, Martinez-Lopez J, Brown JA, Wong DM, Werre SR.Diagnosis of colitis has been shown to impact morbidity and mortality in hospitalised horses. There are no studies to date that describe the incidence of infectious colitis after exploratory laparotomy. Objective: To investigate risk factors associated with the development of colitis and infectious colitis post-exploratory laparotomy. Methods: Retrospective case-control. Methods: Medical records of equids admitted from 2011 to 2020 were reviewed. The primary outcome was a diagnosis of colitis following exploratory laparotomy. Bivariable associations between colitis and risk factors were assess...
Upper airway endoscopy in exercising horses: Findings in 164 barrel racing horses with respiratory clinical signs and/or poor performance.
Veterinary journal (London, England : 1997)    October 21, 2023   Volume 300-302 106038 doi: 10.1016/j.tvjl.2023.106038
Massie SL, Léguillette R.Barrel racing involves sprinting through a cloverleaf pattern in under 20 s. The prevalence of upper airway obstructions (UAO) in barrel racers is unknown, thus a retrospective analysis of 164 client-owned horses referred for overground endoscopy (OGE) between 2014 and 2022 was performed. Referring complaints included respiratory noise, cough, epistaxis, behaviour (owner reported stress/anxiety, refusal to enter arena, excessive head shaking), and/or poor performance. Horses performed a standardized exercise test with low and high-speed components. Videoendoscopic recordings were systematical...
Knowledge and practice of radiation safety in Brazilian equine veterinarians are less than optimal: An online survey. Granella MCS, Souza AF, Zoppa ALDV.Exposure to ionizing radiation is an occupational risk for veterinarians due to the potential for carcinogenesis, reproductive disorders, cataracts, and hereditary genetic changes. This survey study aimed to identify the radiological protection practices routinely used by veterinarians who work with portable digital X-ray equipment in horses in Brazil and assess their knowledge regarding current legislation. A total of 120 voluntary participation questionnaires were sent to veterinarians who used portable digital radiographic equipment in horses nationwide. The frequencies of the answers were ...
Prevalence of Cryptosporidium spp. infection in a working horse population in Egypt.
Tropical animal health and production    October 18, 2023   Volume 55, Issue 6 361 doi: 10.1007/s11250-023-03773-3
Salem SE, Abd El-Ghany AM, Elsheikh HA, Abdel-Ghany EM, Ras R.Working horses support the livelihoods of smallholder farmers in Egypt. No previous study has investigated the prevalence of cryptosporidiosis in working horses in Egypt. Faecal samples were collected from 607 working horses recruited from thirty-seven villages/areas in two Egyptian governorates and examined for Cryptosporidium spp. infection using the modified Zielh-Neelsen staining technique. Data on signalment, history of recent diarrhoea, and strongyle burden were collected. The prevalence of Cryptosporidium spp. infection was calculated using a bootstrap method and potential risk factors ...
Equine tapeworm (Anoplocephala spp.) infection: evaluation of saliva- and serum-based antibody detection methods and risk factor analysis in Slovak horse populations.
Parasitology research    October 7, 2023   Volume 122, Issue 12 3037-3052 doi: 10.1007/s00436-023-07994-1
Burcáková L, Königová A, Kuzmina TA, Austin CJ, Matthews JB, Lightbody KL, Peczak NA, Syrota Y, Várady M.A lack of accurate information on the prevalence and distribution of Anoplocephala spp. infections on horse farms has led to insufficient attention to tapeworm control and increasing horse anoplocephaloses in Europe. Our study aimed to examine the occurrence of Anoplocephala spp. infection using coprological, serum- and saliva-based antibody detection methods and to analyze the risk factors associated with tapeworm infection in domestic horses in Slovakia. Fecal, serum, and saliva samples were collected from 427 horses from 31 farms in Slovakia. Additionally, a questionnaire study was conducte...
Relationships between total adiponectin concentrations and obesity in native-breed ponies in England.
Equine veterinary journal    October 6, 2023   doi: 10.1111/evj.14013
Barnabé MA, Elliott J, Harris PA, Menzies-Gow NJ.Equine metabolic syndrome is a collection of risk factors associated with an increased risk of endocrinopathic laminitis. All affected animals display insulin dysregulation and some may show adiponectin dysregulation and/or excessive adiposity. However, the relationship between obesity and hypoadiponectinaemia in equids remains unclear. Objective: To investigate the relationship between obesity and circulating plasma total adiponectin (TA) concentrations in native-breed ponies in England. Methods: Secondary data analysis. Methods: Data collected for three previous studies were retrospectively ...
West Nile virus in the Iberian Peninsula: using equine cases to identify high-risk areas for humans.
Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin    October 5, 2023   Volume 28, Issue 40 2200844 doi: 10.2807/1560-7917.ES.2023.28.40.2200844
García-Carrasco JM, Muñoz AR, Olivero J, Segura M, García-Bocanegra I, Real R.BackgroundWest Nile virus (WNV) is a flavivirus with an enzootic cycle between birds and mosquitoes; humans and horses are incidental dead-end hosts. In 2020, the largest outbreak of West Nile virus infection in the Iberian Peninsula occurred, with 141 clusters in horses and 77 human cases.AimWe analysed which drivers influence spillover from the cycle to humans and equines and identified areas at risk for WNV transmission.MethodsBased on data on WNV cases in horses and humans in 2020 in Portugal and Spain, we developed logistic regression models using environmental and anthropic variables to ...
Desmitis of the accessory ligament of the deep digital flexor tendon in the forelimb: A retrospective case study of 91 horses.
Equine veterinary journal    October 2, 2023   Volume 56, Issue 5 936-943 doi: 10.1111/evj.14010
Lynch N, Taylor CJ, McGilvray T, Tucker R, Bathe A, Elliott CRB, Smith RKW.Desmitis of the accessory ligament of the deep digital flexor tendon (ALDDFT) is a commonly reported injury. Despite the commonality of this injury, the literature is limited to small case series, with the reported success following treatment varying from 18% to 75%. Objective: To identify the prognosis and factors associated with a return to work following ALDDFT injury. Methods: Retrospective case series. Methods: Medical records of horses from four equine hospitals (January 2000 and December 2018) with a diagnosis of desmitis of ALDDFT were reviewed. Data retrieved included case detail, use...
Efficacy of the oral supplement, Equine Omega Complete, for the prevention of gastric ulcers and alpha-tocopherol supplementation in horses.
Journal of veterinary internal medicine    September 29, 2023   Volume 37, Issue 6 2529-2534 doi: 10.1111/jvim.16877
Williams Louie E, Nieto J, Wensley F, Morgan JM, Finno CJ, Berryhill EH.Omega-3 fatty acid and alpha-tocopherol supplementation reduces gastric ulcer formation in humans and rodents; however, efficacy of prevention in horses is unknown. Equine Omega Complete (EOC) is an oral supplement containing omega-3 fatty acids and alpha-tocopherol. Objective: Determine if EOC supplementation prevents gastric ulcers and increases serum alpha-tocopherol concentrations in healthy horses. Methods: Nine thoroughbred geldings; 5-13 years old. Methods: Prospective randomized block design, repeated in crossover model. Horses were administered EOC, omeprazole, or water PO for 28 ...
Distribution of degenerative changes in the equine endometrium as observed in a single versus two biopsies.
Theriogenology    September 25, 2023   Volume 213 52-58 doi: 10.1016/j.theriogenology.2023.09.018
Muderspach ND, Troedsson MHT, Ferreira-Dias G, Agerholm JS, Christoffersen M.Equine endometrial degeneration is diagnosed by microscopy of an endometrial biopsy but it is uncertain if findings in a single biopsy represent the state of the entire endometrium. Previous studies have compared samples from multiple sites but conclusions are inconsistent. Further clarification is therefore needed. In this study, presence and characteristics of endometrial degeneration were compared in two full thickness specimens from the ventral base of both uterine horns, obtained post mortem from cyclic mares (n = 82). Hematoxylin and eosin-stained sections were blinded evaluated for pe...
Associations between postrace atrial fibrillation and measures of performance, racing history and airway disease in horses.
Journal of veterinary internal medicine    September 23, 2023   Volume 37, Issue 6 2573-2583 doi: 10.1111/jvim.16878
Nath LC, Elliott A, La Gerche A, Weir J, Forbes G, Thomas G, Franklin S.Atrial fibrillation (AF) is the most common performance limiting arrhythmia in racehorses. High dose exercise and airway disease promote AF in humans. Few studies have investigated epidemiological factors associated with AF in horses. Objective: Explore variables relating to performance, exercise volume and postrace endoscopic findings in horses with AF. Methods: A total of 164 horses with poor race performance and postrace AF were compared to 321 horses with poor performance without AF (PP) and 314 horses performing to expectation (TE). Methods: Horse-level and race-level variables for horses...
Factors associated with safe completion of Fédération Equestre Internationale eventing cross-country (2008-2018).
Equine veterinary journal    September 12, 2023   Volume 56, Issue 5 902-913 doi: 10.1111/evj.14002
Bennet ED, Cameron-Whytock H, Parkin TDH.Equestrian eventing involves competing in three phases: dressage, jumping, and cross-country. Competitors are ranked by number of penalties accrued-with those who have fewer penalties ranked higher. Completing the cross-country phase with zero obstacle penalties is commonly referred to as 'running clear'. Understanding factors associated with running clear can help athletes plan strategically for success, while also helping governing bodies to refine qualification criteria for elite levels. Objective: This study was carried out to identify factors associated with running clear in the cross-cou...
Evaluating Trends in Strangles Outbreaks Using Temperature and Precipitation Data in the United States of America for 2018-2022.
Pathogens (Basel, Switzerland)    August 29, 2023   Volume 12, Issue 9 1106 doi: 10.3390/pathogens12091106
Thomas BA, Saylor RK, Taylor ZP, Rhodes DVL.Strangles is a highly contagious upper respiratory infection of equids that is globally distributed. The causative agent of strangles, subspecies , can be spread through indirect contact with infected fomites, and studies have shown this microbe to live well in varying environmental conditions. The purpose of this study was to analyze strangles case numbers across the United States of America from 2018 to 2022 to investigate potential temporal or weather patterns associated with outbreaks. Diagnosed case records were obtained from the Equine Disease Communication Center, university databases,...
Cars dent, horse riders break: Analysis of police-recorded injury incidents involving ridden horses on public roads in Great Britain.
Journal of safety research    October 28, 2022   Volume 84 86-98 doi: 10.1016/j.jsr.2022.10.010
Pollard D, Grewar JD.Police-recorded road injury data are frequently used to approximate injury risk for different road user groups but a detailed analysis of incidents involving ridden horses has not previously been conducted. This study aims to describe human injuries resulting from interactions between ridden horses and other road users on public roads in Great Britain and identify factors associated with severe to fatal injuries. Police-recorded road incident data involving ridden horses (2010-2019) were extracted from the Department for Transport (DfT) database and described. Multivariable mixed-effects logis...
Mixed-Effects Modelling of the Risk Factors Associated with Multiple Pregnancies in Thoroughbred Mares.
Animals : an open access journal from MDPI    July 20, 2022   Volume 12, Issue 14 1841 doi: 10.3390/ani12141841
Salem SE, Sinnott A, Roach JM, Verheyen KLP, de Mestre AM.Multiple pregnancies (MPs) are commonly diagnosed during breeding management of mares. Whilst some studies have reported on factors associated with the risk of MPs, few have utilised multivariable data analysis to control for confounding variables. A prospective cohort study of Thoroughbred broodmares was conducted with information collected on 27 factors. Mixed-effects logistic regression was used to determine risk factors for MPs. Mare, stallion, stud, and veterinarian were evaluated as random effects. The prevalence of MPs in 1754 mares and 2245 pregnancies was 16.06% (95% confidence interv...
Risk Factors for Exercise-Associated Sudden Cardiac Death in Thoroughbred Racehorses.
Animals : an open access journal from MDPI    May 18, 2022   Volume 12, Issue 10 1297 doi: 10.3390/ani12101297
Nath L, Stent A, Elliott A, La Gerche A, Franklin S.Cardiac arrhythmias resulting in sudden cardiac death (SCD) are an important cause of racehorse fatalities. The objective of this study was to determine risk factors for SCD in Thoroughbreds by evaluating a sample with a policy of mandatory post-mortem following racing or training fatalities. Risk factors were compared between case horses with SCD (n = 57) and control horses with other fatal injury (OFI, n = 188) by univariable and multivariable logistic regression. Survival in years for horses with SCD was compared to OFI using the Kaplan−Meier method with log rank test. The following varia...
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