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da Silva Andrade G, Hirokawa Higa GT, da Silva Ribeiro JF, Medeiros Ramos Carvalho JK, Gonçalves WN, Naka MH, Pistori H. Bulldogs stenosis degree classification using synthetic images created by generative artificial intelligence. Sci Rep 2025; 15:9800. [PMID: 40119072 PMCID: PMC11928557 DOI: 10.1038/s41598-025-92769-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Accepted: 03/03/2025] [Indexed: 03/24/2025] Open
Abstract
Nasal stenosis in bulldogs significantly impacts their quality of life, making early diagnosis crucial for effective treatment. This study developed an automated deep learning model to classify the severity of nasal stenosis using 1020 images of bulldog nostrils, including both real and AI-generated samples. Five neural network architectures were tested across three experiments, with DenseNet201 achieving the highest median F-score of 54.04%. The model's performance was directly compared to trained human evaluators specializing in veterinary anatomy, achieving comparable levels of accuracy and reliability. These results demonstrate the potential of advanced neural networks to match human-level performance in diagnosis, paving the way for enhanced treatment planning and overall animal welfare.
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Affiliation(s)
| | | | | | | | | | - Marco Hiroshi Naka
- Universidade Católica Dom Bosco, Campo Grande, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia de Mato Grosso do Sul, Campo Grande, Brazil
| | - Hemerson Pistori
- Universidade Católica Dom Bosco, Campo Grande, Brazil
- Universidade Federal de Mato Grosso do Sul, Campo Grande, Brazil
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2
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Liang S, Gu X, Sun J, Wang X, Tao H, Wang Z, Zhong Y, Wang J, Han B. Application of Lactobacillus plantarum and Pediococcus lactis on Lipid Metabolism, Anti-Inflammatory, and Fecal Microbiota in Cats. Microorganisms 2024; 12:2446. [PMID: 39770649 PMCID: PMC11677972 DOI: 10.3390/microorganisms12122446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 11/18/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025] Open
Abstract
Probiotics have been used in functional foods and dietary supplements, and in recent years, they have become more widely used in pets. In our previous experiment, Lactobacillus plantarum L-27-2 and Pediococcus lactis L-14-1 were isolated from cat feces and proved to have positive effects on lipid metabolism in mice. To further discuss their possible effects in cats, a total of 12 healthy cats (British Shorthair) were randomly divided into two groups. One group was fed Pediococcus lactis L-14-1 (1 × 109 CFU/kg/d, n = 6), and the other group was fed Lactobacillus plantarum L-27-2 (1 × 109 CFU/kg/d, n = 6), and the experiment was conducted for 28 days. Blood and feces were collected on days 0 and 28 separately. ELISA was used to detect blood biochemical indexes in cats. The results showed that L-27-2 and L-14-1 could reduce the content of TG (triglyceride, p < 0.05) and LDL-C (low-density lipoprotein cholesterol, p < 0.01) in the blood, increase the content of HDL-C (high-density lipoprotein, p < 0.01), and L-27-2 could significantly reduce the content of IL-6 (p < 0.01). The diversity of feces microbiota was also tested. On the phylum level, there was no significance in the phylum level of Firmicutes and Bacteroidetes (p > 0.05), but on the genus level, in the L-14-1 group, the abundance of Lantiplantibacillus and Cetobacterium was increased (p < 0.05), and the abundance of Ruminococcus, Olsenella, and Labanicoccus was decreased (p < 0.05), while in the L-27-2 group, the abundance of Libanicoccus was also decreased in L-14-1 (p < 0.05). Above all, L-27-2 and L-14-1 can be considered potential probiotics to improve cat gut health and lipid metabolism.
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Affiliation(s)
- Shukun Liang
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
- School of Veterinary Medicine, China Agricultural University, Beijing 100193, China;
| | - Xinshu Gu
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
- College of Animal Science and Technology, Jiangxi Agricultural University, No. 1225, Zhimin Avenue, Xinjian District, Nanchang 330045, China
| | - Jintao Sun
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
| | - Xiumin Wang
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
| | - Hui Tao
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
| | - Zhenlong Wang
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
| | - Yougang Zhong
- School of Veterinary Medicine, China Agricultural University, Beijing 100193, China;
| | - Jinquan Wang
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
| | - Bing Han
- Key Laboratory of Feed Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Feed Research, Chinese Academy of Agricultural Sciences, No. 12 Zhong Guan Cun South Street, Haidian District, Beijing 100081, China; (S.L.); (X.G.); (J.S.); (X.W.); (H.T.); (Z.W.)
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3
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Mao A, Chen X, Zhao W, Nan W, Huang Y, Sun Y, Zhang H, Xu C. Bacterial Community Influences the Effects of Lactobacillus acidophilus on Lipid Metabolism, Immune Response, and Antioxidant Capacity in Dogs. Animals (Basel) 2024; 14:1257. [PMID: 38731261 PMCID: PMC11083006 DOI: 10.3390/ani14091257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/18/2024] [Accepted: 04/19/2024] [Indexed: 05/13/2024] Open
Abstract
Lactobacillus acidophilus (L. acidophilus), the most prevalent probiotic, has demonstrated the ability to improve the relative abundance of intestinal microorganisms and boost immunity. However, the underlying mechanisms of these effects remain unclear. This study evaluated body weight, nutrient apparent digestibility, serum indices, and bacterial communities in Chinese rural dogs from a L. acidophilus supplementation group (Lactobacillus acidophilus, n = 6) and a control group (CON, n = 6). The results indicated that L. acidophilus had no significant impact on the body weight and apparent nutrient digestibility of Chinese rural dogs. In comparison with the CON group, L. acidophilus significantly reduced the levels of cholesterol (CHO) and increased the levels of IgA, IFN-α, and T-AOC. Bacterial diversity indices were significantly reduced in the LAC group compared to the CON groups, and MetaStat analysis demonstrated notable distinctions in 14 bacterial genera between the groups. These bacterial genera exhibited correlations with physiological indices such as CHO, IgA, IFN-α, and T-AOC. In conclusion, L. acidophilus can modulate lipid metabolism, immunity, and antioxidant capacity by regulating the relative abundance of specific bacterial communities, which helps dogs to adapt to today's lifestyle.
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Affiliation(s)
- Aipeng Mao
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (A.M.)
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China
| | - Xiaoli Chen
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China
| | - Weigang Zhao
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China
| | - Weixiao Nan
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (A.M.)
| | - Yao Huang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (A.M.)
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China
| | - Yalong Sun
- Hebei Key Laboratory of Specialty Animal Germplasm Resources Exploration and Innovation, College of Animal Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao 066004, China
| | - Haihua Zhang
- Hebei Key Laboratory of Specialty Animal Germplasm Resources Exploration and Innovation, College of Animal Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao 066004, China
| | - Chao Xu
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China
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Stavroulaki EM, Suchodolski JS, Xenoulis PG. Effects of antimicrobials on the gastrointestinal microbiota of dogs and cats. Vet J 2023; 291:105929. [PMID: 36427604 DOI: 10.1016/j.tvjl.2022.105929] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 11/12/2022] [Accepted: 11/21/2022] [Indexed: 11/25/2022]
Abstract
Among several environmental factors, exposure to antimicrobials has been in the spotlight as a cause of profound and long-term disturbance of the intestinal microbiota. Antimicrobial-induced dysbiosis is a general term and includes decreases in microbial richness and diversity, loss of beneficial bacterial groups, blooms of intestinal pathogens and alterations in the metabolic functions and end-products of the microbiota. Mounting evidence from human and experimental animal studies suggest an association between antimicrobial-induced dysbiosis and susceptibility to gastrointestinal, metabolic, endocrine, immune and neuropsychiatric diseases. These associations are commonly stronger after early life exposure to antimicrobials, a period during which maturation of the microbiota and immune system take place in parallel. In addition, these associations commonly become stronger as the number of antimicrobial courses increases. The repeatability of these findings among different studies as well as the presence of a dose-dependent relationship between antimicrobial exposure and disease development collectively require careful consideration of the need for antimicrobial use. There are limited studies are available in dogs and cats regarding the long-term effects of antimicrobials on the microbiota and subsequent susceptibility to diseases. This review discusses the effects of antimicrobials on the gastrointestinal microbiota and the most important associations between antimicrobial-induced dysbiosis and diseases in humans, dogs, and cats.
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Affiliation(s)
- Evangelia M Stavroulaki
- Clinic of Medicine, Faculty of Veterinary Science, University of Thessaly, Karditsa 43131, Greece.
| | - Jan S Suchodolski
- Gastrointestinal Laboratory, Department of Small Animal Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station 77845, TX, USA
| | - Panagiotis G Xenoulis
- Clinic of Medicine, Faculty of Veterinary Science, University of Thessaly, Karditsa 43131, Greece; Gastrointestinal Laboratory, Department of Small Animal Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station 77845, TX, USA
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5
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Dodd SAS, Dewey C, Khosa D, Verbrugghe A. A cross-sectional study of owner-reported health in Canadian and American cats fed meat- and plant-based diets. BMC Vet Res 2021; 17:53. [PMID: 33509191 PMCID: PMC7842014 DOI: 10.1186/s12917-021-02754-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 01/11/2021] [Indexed: 01/04/2023] Open
Abstract
Background Cats, being obligate carnivores, have unique dietary requirements for nutrients most commonly found in dietary ingredients of animal origin. As such, feeding a diet devoid of animal-derived ingredients has been postulated as a possible cause of nutrient imbalances and adverse health outcomes. A small proportion of cat owners feed strictly plant-based diets to the cats in their care, yet the health and wellness of cats fed these diets has not been well documented. Results A total of 1325 questionnaires were complete enough for inclusion. The only exclusion criterion was failure to answer all questions. Most cats, 65% (667/1026), represented in the survey were fed a meat-based diet and 18.2% (187/1026) were fed a plant-based diet, with the rest fed either a combination of plant-based with meat-based (69/1026, 6.7%) or indeterminable (103/1026, 10%). Cat age ranged from 4 months to 23 years, with a median of 7 years, and was not associated with diet type. No differences in reported lifespan were detected between diet types. Fewer cats fed plant-based diets reported to have gastrointestinal and hepatic disorders. Cats fed plant-based diets were reported to have more ideal body condition scores than cats fed a meat-based diet. More owners of cats fed plant-based diets reported their cat to be in very good health. Conclusions Cat owner perception of the health and wellness of cats does not appear to be adversely affected by being fed a plant-based diet. Contrary to expectations, owners perceived no body system or disorder to be at particular risk when feeding a plant-based diet to cats. This study collected information from cat owners and is subject to bias, as well as methodological limitations. Further research is warranted to determine if these results are replicable in a prospective investigation. Supplementary Information The online version contains supplementary material available at 10.1186/s12917-021-02754-8.
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Affiliation(s)
- Sarah A S Dodd
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Rd. E, Guelph, Ontario, N1G 2W1, Canada.,Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 50 Stone Rd. E, Guelph, Ontario, N1G 2W1, Canada
| | - Cate Dewey
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Rd. E, Guelph, Ontario, N1G 2W1, Canada
| | - Deep Khosa
- Department of Population Medicine, Ontario Veterinary College, University of Guelph, 50 Stone Rd. E, Guelph, Ontario, N1G 2W1, Canada
| | - Adronie Verbrugghe
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 50 Stone Rd. E, Guelph, Ontario, N1G 2W1, Canada.
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6
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Forster GM, Stockman J, Noyes N, Heuberger AL, Broeckling CD, Bantle CM, Ryan EP. A Comparative Study of Serum Biochemistry, Metabolome and Microbiome Parameters of Clinically Healthy, Normal Weight, Overweight, and Obese Companion Dogs. Top Companion Anim Med 2018; 33:126-135. [PMID: 30502863 DOI: 10.1053/j.tcam.2018.08.003] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 07/30/2018] [Accepted: 08/11/2018] [Indexed: 12/20/2022]
Abstract
The aim of this study was to compare fecal microbiome, plasma, fecal and urine metabolomes, and serum biochemistry of adult companion dogs according to body condition scores. Blood, serum/plasma, urine, and fecal samples were collected from 66 clinically healthy, adult companion dogs of either normal weight (NW), overweight (OW), or obese dogs (OB). analyses included fecal microbiome analyses via 16S ribosomal RNA gene amplicon; sequencing, nontargeted plasma, fecal, and urine metabolomics using liquid chromatography/gas chromatography-mass; spectrometry, and serum biochemistry for each dog. Few significant differences in serum biochemistry and fecal microbiome Operational Taxonomic Unit (OTU) were found between weight groups and there was high OTU variation between individual dogs. NW dogs had higher relative abundance of the genus Eubacterium (log-fold change 4.3, adjusted P value = .003) and lower relative abundance of the family Bifidobacteriaceae (log-fold change -3.6, adjusted P value = .02) compared to OB dogs. The microbiome of NW dogs had higher OTU richness compared with OB dogs. Metabolome analysis showed 185 plasma, 37 fecal, and 45 urine metabolites that significantly differed between NW and OW or OB dogs. There were notable significant differences in relative abundance of several plasma phospholipid moieties and fecal volatile fatty acids between weight phenotypes. The combinations of host and gut microbiota and metabolic shifts suggest a pattern that could help detection of early metabolic changes in overweight dogs before the development of obesity related disease. The results of this study support the need for continued investigation into sensitive measures of metabolic aberrancies in overweight dogs.
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Affiliation(s)
- Genevieve M Forster
- College of Veterinary Medicine and Biomedical Sciences, Departments of Clinical Sciences, Colorado State University, Fort Collins, CO, USA; College of Veterinary Medicine and Biomedical Sciences, Environmental and Radiological Health Sciences Colorado State University, Fort Collins, CO, USA
| | - Jonathan Stockman
- College of Veterinary Medicine and Biomedical Sciences, Departments of Clinical Sciences, Colorado State University, Fort Collins, CO, USA; College of Veterinary Medicine and Biomedical Sciences, Environmental and Radiological Health Sciences Colorado State University, Fort Collins, CO, USA
| | - Noelle Noyes
- College of Veterinary Medicine and Biomedical Sciences, Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA
| | - Adam L Heuberger
- College of Agricultural Sciences, Departments of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO, USA
| | - Corey D Broeckling
- College of Agricultural Sciences, Proteomics and Metabolomics Facility, Colorado State University, Fort Collins, CO, USA
| | - Collin M Bantle
- College of Veterinary Medicine and Biomedical Sciences, Environmental and Radiological Health Sciences Colorado State University, Fort Collins, CO, USA
| | - Elizabeth P Ryan
- College of Veterinary Medicine and Biomedical Sciences, Environmental and Radiological Health Sciences Colorado State University, Fort Collins, CO, USA.
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Abstract
Hip dysplasia (HD) is a common orthopedic condition seen in small animal patients that leads to osteoarthritis of the coxofemoral joint. The disease can be managed conservatively or surgically. The goals of surgical treatment in the immature patient are to either prevent the clinical signs of HD or to prevent or slow the progression of osteoarthritis. In mature patients surgery is used as a salvage procedure to treat debilitating osteoarthritis. Conservative management can be used in dogs with mild or intermittent clinical signs and includes nutritional management and weight control, exercise modification, physical rehabilitation, pain management and disease-modifying agents.
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Affiliation(s)
- Tisha A M Harper
- Department of Veterinary Clinical Medicine, University of Illinois College of Veterinary Medicine, 1008 West Hazelwood Drive, Urbana, IL 61802, USA.
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Candellone A, Morgan D, Buttignol S, Meineri G. Leaner, Healthier, Happier Together--A Family-Centred Approach to Weight Loss with the Overweight Dog and Her Caregivers. Vet Sci 2017; 4:vetsci4030041. [PMID: 29056699 PMCID: PMC5644662 DOI: 10.3390/vetsci4030041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 08/14/2017] [Accepted: 08/15/2017] [Indexed: 01/14/2023] Open
Abstract
Obesity represents a one of the most significant healthcare issues facing human and companion animal populations worldwide. A complex relationship commonly exists between owners and their companion animal, particularly around feeding behaviour. Obese companion animals commonly live alongside caregivers who are also struggling with their own body weight. This case report highlights the importance of a family-centred approach to canine obesity as a way to engage with the pet's caregivers to help maximize their compliance towards the successful implementation of a tailored weight loss programme. Lara, an overweight dog weighing 35 kilos with a body condition score (BCS) of 7-7.5/9, was referred for a nutritional assessment. A comprehensive, pro-active and multidisciplinary protocol, tailored towards a family-centred approach, was established. After a 16-week programme, Lara reached the target body weight. The caregivers' compliance was assessed as being excellent; they also reassessed their individual lifestyle and were able to increase awareness towards their own nutritional issues and body weight perception, resulting in weight loss in all caregivers. Lara's case report represents how a family-centred approach can lead to successful patient weight loss and to a modification in the caregivers' way of thinking about nutrition and their own lifestyle, with the final goal of living a healthier and longer life together.
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Affiliation(s)
- Alessia Candellone
- Department of Veterinary Science, University of Turin, 10095 Grugliasco, Italy.
| | - David Morgan
- Spectrum Brands Schweiz GmbH, 8305 Dietlikon, Switzerland.
| | - Simona Buttignol
- Ambulatorio Veterinario Associato dott.sse S. Buttignol-S. Confente, 10072 Mappano di Caselle, Italy.
| | - Giorgia Meineri
- Department of Veterinary Science, University of Turin, 10095 Grugliasco, Italy.
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