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Topic:Molecular biology

Molecular biology in horses involves the study of molecular processes and genetic mechanisms that underpin equine physiology and health. This field encompasses the analysis of DNA, RNA, proteins, and other biomolecules to understand gene expression, genetic variation, and cellular functions in horses. Techniques such as genomic sequencing, gene expression profiling, and molecular diagnostics are employed to explore topics like hereditary diseases, performance traits, and immune responses in equines. This page assembles peer-reviewed research studies and scholarly articles that investigate the molecular biology of horses, focusing on genetic research, molecular techniques, and their applications in equine science.
Leishmania spp. infection in horses in an endemic area of canine leishmaniosis (north-western Algeria).
Research in veterinary science    August 17, 2026   Volume 211 106365 doi: 10.1016/j.rvsc.2026.106365
Bia T, Marteles-Aragüés D, Sánchez C, Bernardo L, Carrillo E, Solana JC, Manseur H, Zait H, Lafri I, Villanueva-Saz S, Moreno J.Leishmaniosis is a parasitic disease caused by obligate intracellular protozoa of the genus Leishmania. It affects humans, canids, and rodents in endemic areas and is transmitted through the bites of infected sand flies. This study aimed to estimate the prevalence of equine leishmaniosis in horses from Tiaret Province, northwestern Algeria, an area endemic for canine leishmaniosis, and to identify the main risk factors associated with infection. The study included 75 local Barb horses and employed molecular and serological techniques for the detection of Leishmania infection. Among the sampled...
Equine Sarcoid: From BPV-Driven Oncogenesis to Host-Sustained Tumor Persistence.
Pathogens (Basel, Switzerland)    August 14, 2026   Volume 15, Issue 8 847 doi: 10.3390/pathogens15080847
Dell'Anno F, Trebino C, Fruscione F, De Ciucis CG, De Paolis L, Cappelli K, Razzuoli E.Equine sarcoid is the most common cutaneous neoplasm of equids and represents a distinctive model of virus-associated tumor persistence. Although bovine papillomaviruses, particularly BPV-1 and BPV-2, are recognized as the main etiological agents, viral infection alone does not fully explain the clinical heterogeneity, frequent recurrence, and limited spontaneous regression of these lesions. This review summarizes current evidence on the molecular and cellular mechanisms underlying equine sarcoid pathogenesis, with emphasis on the interaction between BPV infection, host signaling pathways, tum...
Comparative genomic analysis of oxytocin and oxytocin receptor genes in the family Equidae.
Molecular biology reports    August 14, 2026   Volume 53, Issue 1 1405 doi: 10.1007/s11033-026-12585-1
Vychodilova L, Janova E, Plasil M, Futas J, Stejskalova K, Oppelt J, Horin P.The oxytocin (OXT) - oxytocin receptor (OXTR) system regulates diverse biological processes including social behavior, stress responses, and processes related to domestication. While OXT is highly conserved, OXTR shows greater variability, which may contribute to species-specific adaptations. Methods: Comparative genomic analyses of OXT and OXTR coding sequences were performed across equid species using available genome assemblies and newly generated sequences obtained by next-generation sequencing. Phylogenetic relationships were inferred using maximum likelihood methods. Selection was assess...
Characterization of Lipizzan Horse Population From Lipica Stud Using Molecular and Pedigree Data.
Animal genetics    August 12, 2026   Volume 57, Issue 4 e70182 doi: 10.1002/age.70182
Ferme T, Zorc M, Cotman M, Mesarič M, Dovč P.In this study, we analysed genetic diversity, population structure and inbreeding in the Lipica Stud Farm population by integrating pedigree records, microsatellite (STR) and genome-wide SNP data generated using the GGP Equine 70K BeadChip. The dataset comprised 233 horses from the Lipica Stud Farm, which served as the reference population for comparisons of diversity estimates based on pedigree-, STR- and SNP data. The STR data were originally generated for routine parentage verification and were included here to compare inbreeding estimates based on pedigree, STR and genome-wide SNP data. Pe...
Whole-genome characterization and phylogenetic analysis of Equine Rotavirus A isolated from Jeju Island, Korea.
Journal of veterinary science    August 9, 2026   Volume 27, Issue 4 e40 doi: 10.4142/jvs.25333
Pham TT, Lee DH, Ko EJ.Equine Rotavirus A (ERVA) is a major cause of acute diarrhea in neonatal foals, leading to significant economic losses. Genetic variation and global transmission complicate disease control efforts. Objective: To analyze the complete genome of an ERVA strain from Jeju Island, Korea, and assess its genetic and phylogenetic relationships with global ERVA strains. Methods: Twenty-five fecal and swab samples were collected from diarrheic horses in Jeju during spring and summer 2025. Samples were screened using antigen testing and RT-PCR. One PCR-positive, antigen-test-positive sample was selected f...
Molecular Detection of Anaplasma spp. in Horses From Golestan Province, Northern Iran.
Veterinary medicine and science    August 6, 2026   Volume 12, Issue 5 e71124 doi: 10.1002/vms3.71124
Rad AM, Rahimi H, Changizi E, Staji H.Anaplasmosis is a bacterial zoonotic disease that affects both humans and many animals. In horses, anaplasmosis manifests as a seasonal, infectious, and febrile disease caused by bacteria of the genus Anaplasma. Since the transmission of this disease is primarily mediated by arthropods such as ticks, it holds significant public health importance. Objective: The present study aims to investigate the prevalence of anaplasmosis in horses in northern Iran (Golestan Province). Methods: A total of 350 blood samples were randomly collected from asymptomatic horses between December 2023 and April 2024...
Genome-Wide Identification and Characterization of the Wnt Gene Family in Donkey (Equus asinus): Phylogenetic Analysis and Expression Profiling.
Biology    August 6, 2026   Volume 15, Issue 15 1323 doi: 10.3390/biology15151323
Zhu Q, Jing Y, Zheng Y, Khan MZ, Liu A, Peng Y, Wang C.The gene family encodes highly conserved signaling molecules involved in vertebrate development, tissue homeostasis, and cell fate regulation. However, the evolutionary characteristics and potential biological functions of genes in the domestic donkey () remain poorly understood. In this study, we performed the first genome-wide identification and comprehensive characterization of the donkey gene family. A total of 19 genes were identified, consistent with the conserved repertoire reported in other mammalian species. Phylogenetic and synteny analyses revealed strong evolutionary conservat...
Phased T2T horse and donkey assemblies from a mule reveal peculiar equid centromere evolution.
Cell genomics    August 6, 2026   Volume 6, Issue 8 101307 doi: 10.1016/j.xgen.2026.101307
We present telomere-to-telomere genome assemblies of a Thoroughbred horse and a donkey derived from their mule offspring. Now adopted and annotated by NCBI as reference genomes, these assemblies resolve previously inaccessible regions, including satellite arrays, duplications, and telomeres. Equids are known to exhibit an uncoupling between satellite DNA and centromeric function. The completeness of these assemblies enabled annotation of both satellite-based and satellite-free centromeres, as well as non-centromeric satellite loci, revealing notable centromeric plasticity. They also allowed de...
Nucleic acid detection and molecular traceability of equine herpesvirus 1 in imported horses.
Frontiers in microbiology    August 3, 2026   Volume 17 1900100 doi: 10.3389/fmicb.2026.1900100
Wang L, Gao Z, Bai Z, Pu J, Shi X, Zhang W, Xu Z, Li Z.Equid alphaherpesvirus 1 is a major pathogen threatening the global equine industry, causing respiratory disease, abortion, and neurological disease. Unassigned: In April 2024, during routine pathogen screening of a batch of imported quarantine horses from the Netherlands, four out of 20 nasal swab samples tested positive for EHV-1 nucleic acid. Unassigned: The affected horses exhibited only mild respiratory signs. ORF30 SNP typing at nucleotide position 2254 and Sanger sequencing confirmed that all positive samples belonged to the N752 non-neuropathogenic genotype. As virus isolation was unsu...
First Molecular Survey of Equine Adenovirus Type 1 Infection Among Horses in Poland.
International journal of molecular sciences    August 1, 2026   Volume 27, Issue 15 6902 doi: 10.3390/ijms27156902
Stasiak K, Dunowska M, Rola J.Equine adenovirus type 1 (EAdV-1) infection has been recognised among horses worldwide. The virus predominantly targets respiratory tract but has also been recovered from other body systems. The objective of the study was to determine the frequency of EAdV-1 infection among selected horse populations in Poland and to estimate genetic variability within the viruses obtained. A quantitative PCR assay targeting a partial gene was used to screen 1150 nasal swabs collected from 1145 horses from 19 horse studs throughout Poland. The samples were collected opportunistically between 2012 and 2025. A ...
Isolation, Expansion and Characterization of Mesenchymal Stromal Cells from Fresh and Cryopreserved Umbilical Cord Tissues in Horse and Dog.
Animals : an open access journal from MDPI    August 1, 2026   Volume 16, Issue 15 2349 doi: 10.3390/ani16152349
Capone A, Merlo B, Lanci A, Ballotta G, Iacono E.Mesenchymal stromal cells (MSCs) derived from perinatal tissues represent a promising resource for regenerative medicine due to their proliferative, immunomodulatory, and differentiation properties. Among these tissues, the umbilical cord is considered an accessible and ethically acceptable source of MSCs. This study evaluated the feasibility of whole umbilical cord cryopreservation in canine and equine species and assessed the biological properties of MSCs isolated from cryopreserved tissues compared with fresh samples. Equine Wharton's jelly and canine umbilical cord tissues were processed e...
Approaches to Thoroughbred Horse Identification in Diverse Sample Types Using Multiplexed SNP-PCR Sequencing Panels.
Animal genetics    July 29, 2026   Volume 57, Issue 4 e70170 doi: 10.1002/age.70170
Maniego J, Harding C, Hincks P, Habershon-Butcher J, Ryder E.The ability to determine the identity of equine samples would be highly advantageous in cases of ambiguous sample source, as individual-specific controls for gene editing detection, or forensic examination of suspect biological materials in potential doping cases. To this end, a SNP-PCR sequencing-based panel comprising 93 markers in one reaction was designed and investigated for use in Thoroughbred horses. Marker amplification performance and discriminating power were calculated against a population survey of 264 Thoroughbred whole blood samples from routine doping testing. The sensitivity of...
Oxidative Stress and Immunomarkers in Equine Dermal Melanomatosis: Single-Case Comparison with Healthy Individual.
Journal of equine veterinary science    July 28, 2026   106104 doi: 10.1016/j.jevs.2026.106104
Dobrin AA, Dungu C, Stanciu AG, Gagniuc E, Stan MS, Militaru M.Dermal melanomatosis is a common tumor in grey horses, characterized by cutaneous/subcutaneous lesions with metastatic potential. While clinically well-described, oxidative stress involvement remains poorly understood. This case report compared oxidative stress markers and antioxidant enzymes' activities in total protein extracts from melanomatosis lesions (grey horse) versus healthy control skin (black horse), alongside histopathology and immunohistochemistry, to correlate oxidative imbalance and tumor behavior. Melanomatosis tissue exhibited decreased antioxidant defenses confirmed by catala...
Histone deacetylase inhibition alters mRNA expression of cell cycle- and senescence-associated genes in primary equine chondrocytes.
Research in veterinary science    July 28, 2026   Volume 210 106348 doi: 10.1016/j.rvsc.2026.106348
Ząbek T, Szmatoła T, Witarski W, Ropka-Molik K.Cellular senescence is a biological state of a cell that triggers inflammation and gradually contributes to pathological conditions. Unlike programmed cell death, prolonged inhibition of cell division induces a metabolic state in senescent cells, in which they release pro-inflammatory factors that drive inflammation affecting the tissue microenvironment. Along with prolonged excessive mechanical stress, low-grade inflammation raised by senescent chondrocytes may contribute to articular cartilage defects, which are prevalent in ageing populations. Moreover, the use of chemotherapeutics used to ...
A Global Structural Variation Map Reveals Novel Variants for Body Conformation and Racing Ability in Horses.
Genomics, proteomics & bioinformatics    July 27, 2026   qzag071 doi: 10.1093/gpbjnl/qzag071
Gong Y, Liu X, Zheng Z, Zeng S, Zhang Y, Pu Y, Pan J, Ma Y, Jiang L.The selection of horses has been instrumental in shaping long-range mobility, advancing warfare strategies, and diversifying equine phenotypes. However, the structural variants (SVs) favored by this process remain largely unexplored. Utilizing high-fidelity Pacific Biosciences sequencing, we assembled three high-quality horse genomes, incorporating 237 Mb (9.48%) of novel sequences relative to the existing reference genome. These assemblies achieved an average Benchmarking Universal Single-Copy Orthologs completeness of 95.1%. By employing a graph-based approach, we genotyped 23,163 high-con...
Bacteremia in horses undergoing routine dental prophylaxis: Before, during, and after the procedure.
Equine veterinary journal    July 26, 2026   doi: 10.1002/evj.70207
Dockery A, Whitfield-Cargile C, Knopp V, Sinay T.Transient bacteremia after dental procedures is well-documented in the literature, but the prevalence and clinical significance in horses remains largely unexplored. Objective: To assess whether routine dental prophylaxis in clinically healthy horses is associated with detection of bacteria in blood, using culture and 16S rDNA sequencing. Our central hypothesis is that a percentage of horses would demonstrate detectable but transient bacteremia in the immediate post-procedural period following dental prophylaxis. Methods: Prospective, observational study. Methods: Venous blood samples from 20 ...
Compartmentalization of DHCR7 links 7-DHC metabolism to B-ring unsaturated steroid synthesis in the equine fetal gonad.
Endocrinology    July 25, 2026   Volume 167, Issue 9 bqag083 doi: 10.1210/endocr/bqag083
Malin K, Conley AJ, Verstraete M, Norris J, Hsu YC, Holl W, van Heule M, Vieira F, Scoggin KE, Ball B, Takahashi K, de la Fuente A, Newman JW....The endocrinology of equine pregnancy is unique, but many of its unusual phenomena closely resemble pregnancy in women. Placental estrone synthesis uses fetal adrenal androgen precursors in women, but from the fetal gonads in mares, peaking midway through the 11-month gestation. Unique to equine pregnancies, other estrogens like equilin, typified by an unsaturated B-ring sterol structure, are synthesized from 7-dehydrocholesterol (7-DHC), the immediate precursor to cholesterol, without cholesterol formation, peaking later in gestation. Currently, the spatial and temporal regulation underlying ...
Effects of equine sperm incubation under capacitation-supporting conditions on homologous and heterologous ICSI outcomes.
Theriogenology    July 24, 2026   Volume 265 118109 doi: 10.1016/j.theriogenology.2026.118109
Arroyo-Salvo C, Cabrera P, Treulen F, Gambini A, Arias ME, Felmer R, Perez-Martinez S, Aguila L.Intracytoplasmic sperm injection (ICSI) in horses has become sufficiently efficient to be considered for clinical and commercial application; however, several factors influencing its efficiency remain poorly understood. This study evaluated whether incubating equine sperm under capacitating conditions induces capacitation-associated changes and affects embryo development following homologous equine ICSI, as well as oocyte activation, early cleavage, and 5-methylcytosine (5 mC) and 5-hydroxymethylcytosine (5hmC) levels following heterologous ICSI using bovine oocytes. Equine spermatozoa were ...
Molecular detection of African horse sickness virus from selected areas in Ethiopia.
Veterinary and animal science    July 24, 2026   Volume 34 100782 doi: 10.1016/j.vas.2026.100782
Esey DF, Waktole H, Gelaye E, Alene DH, Minale HA.Equines are vital to global economies and support millions of livelihoods. However, their productivity and welfare are severely hindered by infectious diseases such as African Horse Sickness, which causes major socio-economic losses in Ethiopia. A cross-sectional study was conducted from November 2022 to May 2023 to isolate and detect African horse sickness virus in equines across epidemic areas of Ethiopia. In total, 30 blood samples and 2 tissue representative specimens were aseptically collected from clinically sick and recently dead animals and transported under cold chain to the National ...
The Transcriptomic and Proteomic Molecular Signatures of Equine Multiple-System Neuropathy (Grass Sickness).
Cells    July 24, 2026   Volume 15, Issue 15 1328 doi: 10.3390/cells15151328
Summers KM, Karagianni AE, Fernandez PL, Beard PM, Pirie RS, Keen JA, Wishart TM, McGorum BC.Equine grass sickness (EGS or equine dysautonomia) is a predominantly fatal multi-system neuropathy affecting grazing horses, likely caused by a neurotoxic phospholipase A2 (nPLA2) derived from a plant or microorganism. We studied neuronal tissue gene and protein expression patterns in EGS to elucidate the possible mechanisms of neurotoxicity and neurodegeneration. Tissue from the cranial cervical ganglion of eight EGS horses and six controls was examined histologically and used for transcriptomic analysis. These transcriptomic data were compared with previously published EGS-related proteomic...
Effects of IGF1 Knockdown and Overexpression on the Phenotype and Function of Equine Primary Skeletal Muscle Cells.
Biology    July 23, 2026   Volume 15, Issue 15 1225 doi: 10.3390/biology15151225
Su Y, Ren W, Zeng Y, Meng J, Yao X, Wang J.Skeletal muscle serves as the direct executor of movement, and the proliferation and migration capacities of its constituent cells represent the key physiological foundation determining equine endurance and speed. Previous whole-transcriptome analysis has shown that Insulin-like Growth Factor 1 () is significantly upregulated in following racing and is involved in the PI3K-Akt signaling pathway; however, its specific regulatory mechanism in equine skeletal muscle cells remains unclear. This study utilized primary equine skeletal muscle cells as a model. By constructing an overexpression plas...
Tick-borne pathogens in a nature reserve area in the Netherlands: serological and molecular assessments in large herbivores and Ixodes ricinus ticks.
Ticks and tick-borne diseases    July 23, 2026   Volume 17, Issue 4 102686 doi: 10.1016/j.ttbdis.2026.102686
Marcelino I, Vriens R, Hakze-van der Honing RW, Lesiczka P, de Vries A, Graham H, Streng K, Cornelissen P, Uiterwijk M, Monti G, Sprong H....Ticks are vectors of a wide range of pathogens, relevant to both veterinary and public health. Although tick surveillance is frequently conducted in the Netherlands, data on tick-borne pathogens in free-living herbivores remains limited, leaving the impact of these pathogens on animal health poorly understood. This study aimed to characterise tick species and determine seroprevalence and infection prevalence of selected tick-borne pathogens in large herbivores at the Oostvaardersplassen nature reserve and questing ticks collected in the area. Between September 2023 and December 2024, blood was...
Seminal plasma exposure modulates peripheral T cell-associated transcription during early pregnancy in the mare.
Veterinary immunology and immunopathology    July 21, 2026   Volume 300 111179 doi: 10.1016/j.vetimm.2026.111179
Crook RA, Branch AE, Kapadia CL, Klinglesmith BA, Hatzel JN, Sones JL, Fedorka CE.Successful establishment of pregnancy requires maternal immune tolerance to paternal antigens introduced by insemination. Regulatory T cell (Treg)-associated responses are thought to play a central role in this process, whereas pro-inflammatory T helper 1 (Th1) responses may disrupt pregnancy success. In other species, seminal plasma (SP) has been shown to modulate maternal immune adaptation; however, this relationship remains poorly defined in mares, where SP is frequently reduced during routine breeding practices. The objectives of this study were to (1) characterize temporal changes in syst...
Correction: Review: Genomic insights into the adaptive traits and stress resistance in modern horses.
Stress biology    July 20, 2026   Volume 6, Issue 1 50 doi: 10.1007/s44154-026-00327-z
Jafari H, Abebe BK, Cong L, Ahmed Z, Zhaofei W, Sun M, Muhatai G, Chuzhao L, Dang R.No abstract available
Recombinant EHV-1 Vector Expressing Immunodominant Hemagglutinin Protein of Equine Influenza Virus H3N8 (Sub-Lineage Florida Clade 2).
Vaccines    July 20, 2026   Volume 14, Issue 7 634 doi: 10.3390/vaccines14070634
Bera BC, Bernela M, Madhwal A, Pradhan SS, Balena V, Anand T, Kandasamy S, Pavulraj S, Ahlawat W, Kandpal D, Mor P, Bishnoi G, Vasdev N, Tripathi BN....Equine herpesvirus type 1 (EHV-1) and equine influenza virus (EIV) are major respiratory pathogens in horses, causing significant economic losses in domesticated horses. Bacterial Artificial Chromosome (BAC) technology can be used to precisely manipulate the EHV-1 genome for the development of live-attenuated vector vaccines. Earlier, our group developed a live-attenuated EHV-1 vaccine by deleting virulence-associated genes using this technology and the mutant EHV-1 has been exploited for expressing foreign gene in the current study. Specifically, in this study, a mutant EHV-1 virus expressing...
Unveiling wolf dietary specialization on free ranging horses using forensic genetics and field monitoring.
Scientific reports    July 20, 2026   doi: 10.1038/s41598-026-59871-3
Freitas J, Godinho R, Mendonça R, Nakamura M, Rio-Maior H, Ringhofer M, Yamamoto S, Hirata S, Álvares F.Wolves occasionally specialize on free-ranging horses when they are abundant and alternative prey is scarce, potentially reducing horse productivity, triggering conflicts with owners, and hampering conservation of both species. Yet, ecological and demographic impacts of wolf predation on horses remain poorly understood. We investigated wolf-horse interactions in NW Portugal by combining wolf monitoring, diet analysis, spatial overlap between wolf and horse activity areas, and horse pedigree reconstruction from genetically identified individuals recovered from wolf scat remains, feeding sites a...
Demographic change and selection patterns in thoroughbred racing horses over the 20th century.
iScience    July 17, 2026   Volume 29, Issue 8 116830 doi: 10.1016/j.isci.2026.116830
Asadollahpour Nanaei H, Seguin-Orlando A, Negara K, MacLeod JN, Kalbfleish T, Orlando L.The Thoroughbred horse is a legacy of centuries of selective breeding for speed, emerging from the admixture of British mares and imported Oriental stallions. While previous work explored its genetic diversity, inbreeding, and selection signatures, the breed demographic and selection dynamics during the 20-century remain poorly understood. Here, we sequenced the genome of Phar Lap, a late-1920s/early-1930s racing champion, and analyzed the largest time-series of Thoroughbred whole-genome sequences, within a global panel of 850 horse genomes. Demographic modeling reveals a marked decline in gen...
Altered gene expression in the liver and small intestine of horses with equine neuroaxonal dystrophy.
Equine veterinary journal    July 16, 2026   doi: 10.1002/evj.70216
Ryan S, Durbin-Johnson B, Woolard K, Miller AD, Finno CJ.Equine neuroaxonal dystrophy/degenerative myeloencephalopathy (eNAD/EDM) is the second most common diagnosis of spinal ataxia in horses in the United States. The disease develops due to a combination of vitamin E deficiency and an unknown genetic risk factor(s), and there currently is no effective treatment. Objective: We performed transcriptomic profiling of the liver and small intestine of horses with and without eNAD/EDM, as both tissues are the main locations for absorption, metabolism, and delivery of vitamin E to the nervous system. Methods: Case-control exploratory study. Methods: Post...
Sequencing and Differential Analysis of miRNA in the Ovaries of Kazakh Horses During Estrus and Anestrus States.
Animals : an open access journal from MDPI    July 15, 2026   Volume 16, Issue 14 2197 doi: 10.3390/ani16142197
Liu J, Yao X, Meng J, Wang J, Zeng Y, Ren W.To reveal the regulatory role of miRNA in the estrous cycle transition of Kazakh horse ovaries and improve their reproductive efficiency, this study took the ovaries of Kazakh horses in the estrus period (DY group) and the quiescent period (DB group) as research objects. Small RNA sequencing and bioinformatics analysis were used to systematically analyze the expression characteristics and functional pathways of miRNA under the two physiological states. A total of 161 million high-quality miRNA tags were obtained through sequencing. Principal component analysis showed that the intra-group repea...
Prevalence and Molecular Characterisation of Cryptosporidium spp. and Giardia duodenalis in Equines in Algeria.
Veterinary medicine and science    July 15, 2026   Volume 12, Issue 4 e71083 doi: 10.1002/vms3.71083
Reghaissia N, Al-Adilee YMS, Laatamna A, Dahmane A, Berghiche A, Samari H, Ansel S, Laadjailia Y, Gentekaki E, Kváč M, Holubová N, Tsaousis AD.Limited data are available on the epidemiology of Cryptosporidium spp. and Giardia duodenalis in equines in Algeria. No prior molecular data existed on giardiasis in this host population. Objective: This cross-sectional study aimed to determine the prevalence and molecular diversity of Cryptosporidium spp. and G. duodenalis in equines across multiple regions of Algeria, and to characterise species, subtypes and assemblages present. Methods: Between December 2021 and December 2022, 197 faecal samples were collected from 104 horses, 89 donkeys, 2 ponies, 1 zebra and 1 mule from 46 private farms,...