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Machine Learning Model for an App-Based Tool to Assist With the Diagnosis of Canine Atopic Dermatitis. 基于应用程序的辅助犬特应性皮炎诊断工具的机器学习模型。
IF 1.4 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-09-29 DOI: 10.1111/vde.70031
Xavier Langon, Mathieu Montoya, Isabelle Gourdon

Background: Canine atopic dermatitis (cAD) is a chronic condition requiring life-long management. Accurate diagnosis can be challenging, with no reliable diagnostic test.

Objectives: This study aimed to generate a simple diagnostic model for cAD.

Materials and methods: Machine learning by Random Forest was applied to metadata from a prospective dataset of clinical cases definitively diagnosed with cAD alone or another dermatosis. The dataset underwent a division of 67% for training and 33% for testing, with the model being trained via stratified K-fold cross-validation on the former portion, while performance assessment was conducted on the latter portion. Nine referral clinicians across four European countries contributed 645 cases.

Results: Modelling confirmed the value of the four tested metadata on a dog's history and reduced the initial 15 lesion locations tested to three. Metadata for the final model were: predisposed breed (any from a list of 31), predominantly indoor life, dermatitis onset age between 6 months and 3 years, dermatitis chronic, recurrent or a permanent background. Lesion locations were axilla, inguinal and other. Diagnostic prediction was 95% sensitive and 84% specific.

Conclusions and clinical relevance: This model is a relevant prototype for an app-based tool to support general practitioners in the diagnosis of cAD alongside existing tests. It has high sensitivity and specificity based on four questions and three lesion locations obtained from a standard history and clinical examination.

背景:犬特应性皮炎(cAD)是一种需要终生治疗的慢性疾病。由于没有可靠的诊断测试,准确的诊断可能具有挑战性。目的:本研究旨在建立一种简单的cAD诊断模型。材料和方法:随机森林的机器学习应用于来自明确诊断为单独cAD或其他皮肤病的临床病例的前瞻性数据集的元数据。数据集分成67%用于训练,33%用于测试,前者通过分层K-fold交叉验证对模型进行训练,后者进行性能评估。4个欧洲国家的9名转诊临床医生贡献了645例病例。结果:建模证实了四个测试元数据对狗的病史的价值,并将最初测试的15个病变位置减少到3个。最终模型的元数据为:易感品种(31个列表中的任何一个),主要是室内生活,皮炎发病年龄在6个月至3岁之间,慢性皮炎,复发性皮炎或永久性背景。病变部位为腋窝、腹股沟等。诊断预测敏感性为95%,特异性为84%。结论和临床相关性:该模型是基于应用程序的工具的相关原型,可以支持全科医生在现有测试的基础上诊断cAD。根据标准病史和临床检查得出的四个问题和三个病变位置,它具有很高的灵敏度和特异性。
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引用次数: 0
Clinical, Histopathological and Molecular Characterisation of Canine Epitheliotropic Cutaneous T-Cell Lymphoma With Cytotoxic Interface Dermatitis: A Retrospective Case Series. 犬嗜上皮性皮肤t细胞淋巴瘤伴细胞毒性界面皮炎的临床、组织病理学和分子特征:回顾性病例系列。
IF 1.4 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-09-21 DOI: 10.1111/vde.70029
L Smith, F Banovic, M Pariser, K Trainor

Background: Apoptotic keratinocytes have been described with canine epitheliotropic cutaneous T-cell lymphoma (eCTCL) without further detailed characterisation of this feature.

Hypothesis/objectives: This study aims to characterise confirmed eCTCL cases enriched with apoptotic keratinocytes as a novel cytotoxic variant of canine eCTCL.

Animals: Canine eCTCL cases from a veterinary pathology diagnostic laboratory database were searched from 2018 to 2024.

Materials and methods: Haematoxylin and eosin-stained slides were examined for evidence of lymphocytes, apoptotic keratinocytes with lymphocytic satellitosis, and epitheliotropism in the lower half of the epidermis and adnexal structures by a board-certified veterinary pathologist. Immunohistochemical (IHC) staining for CD3 and CD20 was performed in addition to clinical follow-up with response to treatment, and PCR for Antigen Receptor Rearrangement (PARR) assay (T and B cell).

Results: Six cases with representative features were identified. Various breeds were affected with a median age of 10 years at presentation. Skin lesions included generalised crusting, scaling, erythema and erosions/ulcerations; mucocutaneous junctions were involved in three of six dogs. Histopathological results confirmed an interface cytotoxic pattern eCTCL in all cases, marked by lymphocytic epitheliotropism and apoptotic keratinocytes. IHC staining demonstrated > 90% strong CD3+ T-cell immunoreactivity in the epidermis and follicular epithelium in all cases. All six confirmed cases showed clonality for the T-cell receptor gene using PARR analysis.

Conclusions and clinical relevance: This cytotoxic variant of canine eCTCL clinically and histologically can resemble other cutaneous diseases with cytotoxic dermatitis (e.g., hyperkeratotic erythema multiforme). IHC and clonality testing and monitoring response to treatment may be necessary for definitive diagnosis.

背景:角化细胞凋亡在犬上皮性皮肤t细胞淋巴瘤(eCTCL)中被描述,但没有进一步详细的特征描述。假设/目的:本研究旨在将角化细胞凋亡的eccl确诊病例定性为犬eccl的一种新的细胞毒性变异。动物:检索2018 - 2024年兽医病理诊断实验室数据库中的犬eccl病例。材料和方法:由认证的兽医病理学家检查血红素和伊红染色的载玻片是否有淋巴细胞、凋亡的角化细胞伴淋巴细胞卫星病和表皮下半部分和附件结构的上皮性。在临床随访治疗反应的基础上,对CD3和CD20进行免疫组化(IHC)染色,并对抗原受体重排(PARR)进行PCR检测(T细胞和B细胞)。结果:确定了6例具有代表性的病例。不同品种的犬在发病时的平均年龄为10岁。皮肤病变包括广泛性结痂、鳞屑、红斑和糜烂/溃疡;6只狗中有3只涉及粘膜皮肤连接处。组织病理学结果证实了所有病例的界面细胞毒性模式eccl,以淋巴细胞上皮性和角化细胞凋亡为特征。免疫组化染色显示,所有病例的表皮和滤泡上皮CD3+ t细胞免疫反应性均达到90%以上。所有6例确诊病例均通过PARR分析显示t细胞受体基因克隆。结论和临床意义:犬eccl的这种细胞毒性变异在临床和组织学上与其他具有细胞毒性皮炎的皮肤病(如多形性角化性红斑)相似。免疫组化和克隆检测以及监测对治疗的反应可能是明确诊断的必要条件。
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引用次数: 0
Bacteriophage and Fusidic Acid Have Synergistic Effect Against Meticillin-Resistant Staphylococcus pseudintermedius in Ex Vivo Canine Dermis Model. 噬菌体和夫西地酸对犬离体真皮耐甲氧西林假中葡萄球菌的协同作用
IF 1.4 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-09-18 DOI: 10.1111/vde.70030
Sarah Ehling, Elisa Peh, Hilke Oltmanns, Jessica Meissner, Sophie Kittler, Christina Puff, Jutta Verspohl, Mathias Müsken, Madeleine Plötz, Andrea Vanessa Volk

Background: Antimicrobial stewardship has become vital given the progressive emergence of multidrug-resistant bacteria, and novel approaches to the treatment of bacterial infections are needed. Recently, reported synergistic effects of antibacterial drugs and bacteriophage therapy have revealed promising applications for the management of meticillin-resistant staphylococcal infections.

Objectives: The objective of this study was to investigate the response of meticillin-resistant Staphylococcus pseudintermedius (MRSP) to treatment with a newly isolated, lytic MRSP-specific bacteriophage. Furthermore, a postulated synergism between phage and fusidic acid was examined in a canine ex vivo dermis model.

Material and methods: Skin was harvested from the lateral thorax of a euthanised dog, clipped, the subcutis removed, and epidermis cleaved via a modified salt-split technique. The ex vivo dermis model established in Franz diffusion cells was inoculated with 1 × 107 colony-forming units (cfu) of a clinical MRSP strain for 16 h. Then, experimental groups were treated with phage vB_SpsS_LmqsKl44-4 at a concentration of 2 × 106 plaque-forming units and fusidic acid 0.4 mg alone or in combination for an additional 8 h.

Results: Histopathological results showed that colonies of MRSP reached the superficial dermis and entered hair follicles. Co-treatment with fusidic acid and phage significantly reduced the amount of MRSP after 8 h.

Conclusions and clinical relevance: In conclusion, topical co-treatment with fusidic acid and a phage could be a promising approach to the treatment of canine MRSP pyoderma.

背景:鉴于耐多药细菌的不断出现,抗菌药物管理变得至关重要,需要新的方法来治疗细菌感染。最近,据报道,抗菌药物和噬菌体治疗的协同作用在治疗耐甲氧西林葡萄球菌感染方面有很好的应用前景。目的:本研究的目的是研究耐甲氧西林假中间葡萄球菌(MRSP)对新分离的裂解性MRSP特异性噬菌体治疗的反应。此外,在犬离体真皮模型中,研究了噬菌体和夫西地酸之间的协同作用。材料和方法:从安乐死的狗的侧胸取皮肤,剪断,去除皮下,通过改良的盐裂技术切开表皮。在Franz扩散细胞中建立离体真皮模型,接种临床MRSP菌株1 × 107菌落形成单位(cfu) 16 h。然后,实验组分别以2 × 106菌斑形成单位浓度的噬菌体vB_SpsS_LmqsKl44-4和氟西地酸0.4 mg单独或联合作用8 h。结果:组织病理学结果显示MRSP菌落到达真皮表层并进入毛囊。富西地酸与噬菌体共处理8 h后,MRSP的数量显著减少。结论及临床意义:夫西地酸与噬菌体联合局部治疗可能是治疗犬MRSP脓皮病的有效方法。
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引用次数: 0
Unlocking the potential of lipidomic analysis in canine atopic dermatitis research: Insights from a pilot study. 释放脂质组学分析在犬特应性皮炎研究中的潜力:来自一项试点研究的见解。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2025-06-12 DOI: 10.1111/vde.13363
Beatriz Fernandes, Margarida Silva, Susana Paula Alves, Vanessa Merta Schmidt, Ana Filipa Bizarro, Marta Pinto, Hugo Pereira, Joana Marto, Ana Mafalda Lourenço

Background: Canine atopic dermatitis (cAD) is a complex skin disease characterised by barrier dysfunction. Studies regarding the role of skin surface lipids (SSL) in cAD are needed.

Objectives/hypothesis: Evaluate the feasibility of using D-squame tape-stripping for SSL collection and ultra-high-performance liquid chromatography coupled with high-resolution mass spectrometry (UHPLC-HRMS) for untargeted lipidomic analysis. A secondary objective was to identify significant differences in SSL between atopic and healthy dogs, and between different body sites.

Animals: Sixteen client-owned Labrador retrievers, eight atopic and eight healthy were recruited through vaccination or dermatology appointments.

Materials and methods: Skin samples were collected from three body sites (thigh, interdigital and inguinal) using D-Squame tapes. Untargeted lipidomic analysis was conducted using UHPLC-HRMS, and data were processed with MS-DIAL and LipidSearch software.

Results: This study identified 114 SSLs, predominantly ceramides (66.2%) and diacylglycerols (30.5%). The percentage of lipid classes and ceramide subclasses did not significantly differ between healthy and atopic dogs. Two ceramide and two triacylglycerol species were significantly higher in atopic dogs, while another two ceramide species were significantly lower. Additionally, notable regional differences in lipid profiles were observed.

Conclusions and clinical relevance: Our findings suggest that D-squame tape-stripping combined with UHPLC-HRMS is a feasible method for SSL research in cAD. Lipid species-specific differences and significant regional variations were found, emphasising the importance of considering body sites in future studies. This study underscores the need for further research to understand the role of SSL in cAD and the insights that untargeted lipidomic analysis can provide.

背景:犬特应性皮炎(cAD)是一种以屏障功能障碍为特征的复杂皮肤病。需要对皮肤表面脂质(SSL)在cAD中的作用进行研究。目的/假设:评估使用D-squame胶带剥离进行SSL收集和超高效液相色谱-高分辨率质谱(UHPLC-HRMS)进行非靶向脂质组学分析的可行性。第二个目标是确定异位犬和健康犬之间以及不同身体部位之间SSL的显着差异。动物:16只客户拥有的拉布拉多寻回犬,8只特应症犬和8只健康犬通过接种疫苗或皮肤科预约招募。材料和方法:采用D-Squame胶带从人体三个部位(大腿、指间和腹股沟)采集皮肤样本。采用UHPLC-HRMS进行非靶向脂质组学分析,使用MS-DIAL和LipidSearch软件对数据进行处理。结果:共鉴定出114种SSLs,主要为神经酰胺(66.2%)和二酰基甘油(30.5%)。脂类和神经酰胺亚类的百分比在健康犬和特应性犬之间没有显著差异。两种神经酰胺和两种三酰基甘油在特应性犬中显著升高,而另两种神经酰胺显著降低。此外,观察到脂质谱的显著区域差异。结论及临床意义:我们的研究结果表明,D-squame胶带剥离联合UHPLC-HRMS是一种可行的方法,用于冠心病的SSL研究。脂质物种特异性差异和显著的区域差异被发现,强调在未来的研究中考虑身体部位的重要性。这项研究强调了进一步研究的必要性,以了解SSL在cAD中的作用,以及非靶向脂质组学分析可以提供的见解。
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引用次数: 0
Immunotherapy using pullulan-conjugated Der f 2 allergen in canine atopic dermatitis: An anti-inflammatory agent-sparing approach. 普鲁兰偶联Der f2过敏原在犬特应性皮炎中的免疫治疗:一种节省抗炎剂的方法。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2024-12-17 DOI: 10.1111/vde.13315
Masahiko Nagata, Jin Kozakai, Aya Yoshida, Kana Kameyama, Hiromi Oboso, Hisanori Muto, Shoji Ogino, Toshihiro Tsukui

Background: Allergen immunotherapy is used as aetiological treatment for canine atopic dermatitis (cAD).

Objective: To assess the anti-inflammatory agent-sparing effect over 1 year of immunotherapy using pullulan-conjugated recombinant Der f 2 (rDf2-P).

Animals: Twenty-one privately owned dogs with cAD.

Materials and methods: Dogs with mild clinical signs after ≥4 weeks of anti-inflammatory drug treatment received rDf2-P immunotherapy for 1 year. A monthly medication score (MS) was calculated, and clinical signs were assessed using Canine Atopic Dermatitis Extent and Severity Index (CADESI)-04, cAD Eczema Area and Severity for Shiba Inu and pruritus scores. Serum thymus and activation-regulated chemokine (TARC)/C-C Motif Chemokine Ligand-17 (CCL17) concentrations were assessed at the initial and final doses during the 6-week induction phase and every 3 months for 1 year thereafter in 16 cases.

Results: The mean MS decreased significantly by 43.0% (p = 0.022), 60.9% (p = 0.003), 70.0% (p = 0.0004), 58.7% (p = 0.0004) and 49.3% (p = 0.029) at 2.5, 4.5, 7.5, 10.5 and 13.5 months, respectively. Drug-sparing effects, assessed with MS and adjusted by clinical scores were rated as excellent for 12 (57.1%) and 11 (52.4%) dogs, good for 3 (14.3%) and 1 (4.8%) dogs, fair for 0 and 3 (14.3%) dogs, and poor for 6 (28.6%) and 5 (23.8%) dogs at 4.5 and 13.5 months, respectively. The serum TARC/CCL17 concentrations were significantly lower in the samples with lower CADESI-04 scores (<17) than in those with higher CADESI-04 scores (>17) (p = 0.0002).

Conclusions and clinical relevance: Der f 2-P immunotherapy can lead to a rapid reduction in anti-inflammatory drug use and serve as an effective proactive therapy for cAD.

背景:过敏原免疫疗法被用作犬特应性皮炎(cAD)的病因治疗:过敏原免疫疗法是犬特应性皮炎(cAD)的病因治疗方法:目的:评估使用拉普兰结合重组 Der f 2(rDf2-P)进行免疫治疗一年的抗炎效果:21只患有cAD的私人饲养犬:抗炎药物治疗≥4周后出现轻微临床症状的犬接受rDf2-P免疫治疗1年。计算每月用药评分(MS),并使用犬特应性皮炎范围和严重程度指数(CADESI)-04、柴犬 cAD 湿疹面积和严重程度以及瘙痒评分评估临床症状。在为期6周的诱导阶段,在初始剂量和最终剂量时评估血清胸腺和活化调节趋化因子(TARC)/C-C Motif趋化因子配体-17(CCL17)的浓度,此后每3个月评估一次,为期1年,共16例:结果:在2.5个月、4.5个月、7.5个月、10.5个月和13.5个月时,平均MS分别明显下降43.0%(p = 0.022)、60.9%(p = 0.003)、70.0%(p = 0.0004)、58.7%(p = 0.0004)和49.3%(p = 0.029)。在 4.5 个月和 13.5 个月时,经 MS 评估和临床评分调整后,分别有 12 只(57.1%)和 11 只(52.4%)狗的省药效果被评为优,3 只(14.3%)和 1 只(4.8%)狗的省药效果被评为良,0 只和 3 只(14.3%)狗的省药效果被评为中,6 只(28.6%)和 5 只(23.8%)狗的省药效果被评为差。在CADESI-04评分(17)较低的样本中,血清TARC/CCL17浓度明显较低(p = 0.0002):Der f 2-P 免疫疗法可迅速减少抗炎药物的使用,是治疗 cAD 的有效前瞻性疗法。
{"title":"Immunotherapy using pullulan-conjugated Der f 2 allergen in canine atopic dermatitis: An anti-inflammatory agent-sparing approach.","authors":"Masahiko Nagata, Jin Kozakai, Aya Yoshida, Kana Kameyama, Hiromi Oboso, Hisanori Muto, Shoji Ogino, Toshihiro Tsukui","doi":"10.1111/vde.13315","DOIUrl":"10.1111/vde.13315","url":null,"abstract":"<p><strong>Background: </strong>Allergen immunotherapy is used as aetiological treatment for canine atopic dermatitis (cAD).</p><p><strong>Objective: </strong>To assess the anti-inflammatory agent-sparing effect over 1 year of immunotherapy using pullulan-conjugated recombinant Der f 2 (rDf2-P).</p><p><strong>Animals: </strong>Twenty-one privately owned dogs with cAD.</p><p><strong>Materials and methods: </strong>Dogs with mild clinical signs after ≥4 weeks of anti-inflammatory drug treatment received rDf2-P immunotherapy for 1 year. A monthly medication score (MS) was calculated, and clinical signs were assessed using Canine Atopic Dermatitis Extent and Severity Index (CADESI)-04, cAD Eczema Area and Severity for Shiba Inu and pruritus scores. Serum thymus and activation-regulated chemokine (TARC)/C-C Motif Chemokine Ligand-17 (CCL17) concentrations were assessed at the initial and final doses during the 6-week induction phase and every 3 months for 1 year thereafter in 16 cases.</p><p><strong>Results: </strong>The mean MS decreased significantly by 43.0% (p = 0.022), 60.9% (p = 0.003), 70.0% (p = 0.0004), 58.7% (p = 0.0004) and 49.3% (p = 0.029) at 2.5, 4.5, 7.5, 10.5 and 13.5 months, respectively. Drug-sparing effects, assessed with MS and adjusted by clinical scores were rated as excellent for 12 (57.1%) and 11 (52.4%) dogs, good for 3 (14.3%) and 1 (4.8%) dogs, fair for 0 and 3 (14.3%) dogs, and poor for 6 (28.6%) and 5 (23.8%) dogs at 4.5 and 13.5 months, respectively. The serum TARC/CCL17 concentrations were significantly lower in the samples with lower CADESI-04 scores (<17) than in those with higher CADESI-04 scores (>17) (p = 0.0002).</p><p><strong>Conclusions and clinical relevance: </strong>Der f 2-P immunotherapy can lead to a rapid reduction in anti-inflammatory drug use and serve as an effective proactive therapy for cAD.</p>","PeriodicalId":23599,"journal":{"name":"Veterinary dermatology","volume":" ","pages":"443-452"},"PeriodicalIF":1.9,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12243445/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142839786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transcriptomic profiling of dorsal root ganglia in atopic and healthy dogs: A comparative RNA sequencing study with implications in cutaneous itch research. 特应性和健康犬背根神经节的转录组学分析:一项具有皮肤瘙痒研究意义的比较RNA测序研究。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2025-01-27 DOI: 10.1111/vde.13324
Chie Tamamoto-Mochizuki, Santosh K Mishra

Background: Itch is a common clinical sign in skin disorders. While the neural pathways of itch transmission from the skin to the brain are well understood in rodents, the same pathways in dogs remain unclear. The knowledge gap hinders the development of effective treatments for canine itch-related disorders.

Hypothesis/objectives: This study aimed to investigate the differential gene expression in the dorsal root ganglia (DRGs) between healthy and atopic dogs to identify specific molecules potentially involved in itch signalling and neuroinflammation in canine atopic dermatitis (cAD).

Animals: Two atopic and four healthy dogs.

Materials and methods: DRGs were collected from atopic and healthy dogs to compare their transcriptional profiles using RNA sequencing.

Results: Principal component and heatmap analyses revealed two distinct clusters separating atopic from healthy dogs. Consistent with this observation, we identified 627 (543 upregulated and 84 downregulated) differentially expressed genes (DEGs) in atopic compared with healthy dogs. We further narrowed down our genes of interest to common DEGs in each atopic dog, which revealed 159 (132 upregulated and 27 downregulated) DEGs. Among these genes, when we focused on itch signalling-associated molecules, P2RY12, IL-2RG, TLR1 and POSTN were significantly upregulated, while MRGPRD and LPAR3 were both significantly downregulated in atopic dogs compared with those in healthy dogs. Pathway analysis showed a significant upregulation of CREB signalling in neurons, myelination signalling and neuroinflammation signalling pathways in atopic dogs.

Conclusions and clinical relevance: Our study suggested that dysregulation of neuroinflammatory pathways might play a role in the pathomechanism of cAD as in humans.

背景:瘙痒是皮肤病常见的临床症状。虽然在啮齿类动物中,瘙痒从皮肤传递到大脑的神经通路已经被很好地理解了,但在狗身上,同样的通路仍然不清楚。知识差距阻碍了有效治疗犬瘙痒相关疾病的发展。假设/目的:本研究旨在研究健康犬和特应性犬背根神经节(DRGs)中基因表达的差异,以确定犬特应性皮炎(cAD)中可能参与瘙痒信号和神经炎症的特定分子。动物:两只特应症犬和四只健康犬。材料和方法:收集特应性犬和健康犬的DRGs,通过RNA测序比较其转录谱。结果:主成分分析和热图分析揭示了两个不同的簇将特应性犬与健康犬分开。与这一观察结果一致,与健康犬相比,我们在特应性犬中发现了627个(543个上调,84个下调)差异表达基因(deg)。我们进一步将感兴趣的基因缩小到每只特应性犬的共同DEGs,结果发现159个(132个上调,27个下调)DEGs。在这些基因中,当我们关注瘙痒信号相关分子时,与健康犬相比,特应性犬的P2RY12、IL-2RG、TLR1和POSTN显著上调,MRGPRD和LPAR3均显著下调。通路分析显示,特应性犬的神经元、髓鞘形成信号通路和神经炎症信号通路中的CREB信号显著上调。结论和临床意义:我们的研究表明,神经炎症通路失调可能在cAD的病理机制中发挥作用,就像在人类中一样。
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引用次数: 0
Updated insights into the molecular pathogenesis of canine atopic dermatitis. 犬特应性皮炎分子发病机制的最新见解。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2024-09-25 DOI: 10.1111/vde.13300
Frane Banovic

Atopic dermatitis (AD) is a common and chronic inflammatory skin disease with frequent relapses. The genomics revolution has greatly contributed and revolutionised our knowledge of human AD; understanding the molecular skin fingerprint of AD and associated pathogenic immune pathways has led to preclinical assessments of several novel treatments. Initial studies using microarray analysis to analyse transcriptome (gene expression) changes provided relevant insight on the inflammatory and structural changes occurring at the time of acute or chronic AD skin lesions, or after immunomodulating treatments with drugs ciclosporin and dupilumab, a monoclonal antibody anti-IL4 receptor. The studies revealed that human AD is characterised by the activation of multiple cytokine pathways (predominance of T helper cell [Th]2 with some activation of Th1, Th17 and Th22) as well as dysregulated expression of barrier components in the skin. There are several reports on the expression of different single molecular targets (e.g. interleukin [IL]-13, CCL17 and periostin) in spontaneous canine AD (cAD). However, significant studies of the transcriptome have been limited to a single microarray study analysing chronic AD skin lesions in dogs. While revealing a large number of genes differentially expressed in cAD skin, the small sample size (n = 13 dogs) and the lack of changes in key epidermal barrier and inflammatory cytokine genes in the microarrays have inhibited discussion towards specific immunological changes. This review summarises the current literature regarding the molecular mechanisms of spontaneous cAD, including the recent data regarding RNA sequencing, and compares some pathogenic aspects to the previously published data from human AD.

特应性皮炎(AD)是一种常见的慢性炎症性皮肤病,经常复发。基因组学革命极大地促进和革新了我们对人类特应性皮炎的认识;通过了解特应性皮炎的分子皮肤指纹和相关的致病免疫途径,我们对几种新型疗法进行了临床前评估。利用芯片分析转录组(基因表达)变化的初步研究,为了解急性或慢性 AD 皮肤病变时或使用药物环孢素和抗 IL4 受体的单克隆抗体杜比鲁单抗进行免疫调节治疗后发生的炎症和结构变化提供了相关信息。研究发现,人类 AD 的特点是多种细胞因子通路被激活(T 辅助细胞 [Th]2 占主导地位,Th1、Th17 和 Th22 也有一定程度的激活),以及皮肤屏障成分表达失调。关于自发性犬AD(cAD)中不同单一分子靶点(如白细胞介素[IL]-13、CCL17和骨膜增生蛋白)的表达,已有多篇报道。然而,对转录组的重要研究仅限于一项分析犬慢性 AD 皮肤病变的微阵列研究。虽然发现了大量在 cAD 皮肤中差异表达的基因,但由于样本量较小(n = 13 只狗),而且微阵列中的关键表皮屏障基因和炎症细胞因子基因没有发生变化,因此抑制了对特定免疫学变化的讨论。本综述总结了目前有关自发性 cAD 分子机制的文献,包括最近有关 RNA 测序的数据,并将某些致病方面与以前发表的人类 AD 数据进行了比较。
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引用次数: 0
Detection of canine external ear canal lesions using artificial intelligence. 利用人工智能检测犬外耳道病变。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2025-03-03 DOI: 10.1111/vde.13332
Neoklis Apostolopoulos, Samuel Murray, Srikanth Aravamuthan, Dörte Döpfer

Background: Early and accurate diagnosis of otitis externa is crucial for correct management yet can often be challenging. Artificial intelligence (AI) is a valuable diagnostic tool in human medicine. Currently, no such tool is available in veterinary dermatology/otology.

Objectives: As a proof-of-concept, we developed and evaluated a novel YOLOv5 object detection model for identifying healthy ear canals, otitis or masses in the canine ear canal.

Animals: Digital images of ear canals from dogs with healthy ears, otitis and masses in the ear canal were used.

Materials and methods: Four variants of the YOLOv5 model were trained, each using a different training dataset. The prediction performance metrics used to evaluate them include F1/confidence-curves, mean average precision (mAP50), precision (P), recall (R) and average precision (AP) for accuracy. These are quantifiable performance metrics used to evaluate the efficacy of each variant.

Results: All four variants were capable of detecting and classifying the ear canal. However, training datasets with many duplicates (A and C) inflated performance metrics as a consequence of data leakage, potentially compromising their effectiveness on unseen images. Additionally, larger datasets (without duplicates) demonstrated superior performance metrics compared to model variants trained on smaller datasets (without duplicates).

Conclusions and clinical relevance: This novel AI object detection model has the potential for application in the field of veterinary dermatology. An external validation study is needed prior to clinical deployment.

背景:外耳炎的早期准确诊断对正确治疗至关重要,但往往具有挑战性。人工智能(AI)是人类医学中有价值的诊断工具。目前,兽医皮肤科/耳科还没有这样的工具。目的:作为概念验证,我们开发并评估了一种新的YOLOv5目标检测模型,用于识别健康耳道、中耳炎或犬耳道肿块。动物:使用健康耳朵、中耳炎和耳道肿块狗的耳道数字图像。材料和方法:对YOLOv5模型的四个变体进行了训练,每个变体使用不同的训练数据集。用于评估它们的预测性能指标包括F1/置信度曲线、平均平均精度(mAP50)、精度(P)、召回率(R)和准确性的平均精度(AP)。这些是可量化的性能指标,用于评估每个变体的功效。结果:四种变异均能对耳道进行检测和分类。然而,由于数据泄漏,具有许多重复(A和C)的训练数据集夸大了性能指标,潜在地损害了它们在未见过的图像上的有效性。此外,与在较小的数据集(没有重复)上训练的模型变体相比,较大的数据集(没有重复)显示出更好的性能指标。结论及临床意义:该新型人工智能目标检测模型在兽医皮肤医学领域具有应用潜力。在临床应用之前需要进行外部验证研究。
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引用次数: 0
A brief historical perspective of otitis externa in dogs. 犬外耳炎的简要历史回顾。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2025-05-27 DOI: 10.1111/vde.13361
James Owen Noxon

Background: The history of otology and otitis externa (OE) goes back to the earliest days of medicine, with notations made in early Egyptian writings and evolving to our modern-day textbooks and publications.

Conclusions and clinical relevance: The history of OE in dogs is closely tied to the history of otology and veterinary dermatology, and introduces us to early and recent researchers and writers in the fields of medicine, veterinary medicine and otology.

背景:耳科和外耳炎(OE)的历史可以追溯到医学的早期,在早期埃及的著作中有标记,并发展到我们现代的教科书和出版物。结论和临床意义:犬OE的历史与耳科和兽医皮肤病学的历史密切相关,并向我们介绍了医学、兽医学和耳科领域早期和近期的研究人员和作家。
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引用次数: 0
Uveodermatological syndrome associated with alopecia areata in a one-year-old female spayed Cavalier King Charles Spaniel dog. 一只一岁大的雌性已绝育的查理士王小猎犬患有葡萄膜皮肤病综合征,并伴有斑秃。
IF 1.9 3区 农林科学 Q3 DERMATOLOGY Pub Date : 2025-08-01 Epub Date: 2024-10-02 DOI: 10.1111/vde.13303
Barbara G McMahill, Sophie Gilbert, Jamie Haddad, Janelle Novak, Maria Shank, Verena K Affolter

Uveodermatological syndrome and alopecia areata are autoimmune disorders causing ocular and dermatological inflammation and alopecia, respectively, in dogs. This is the first report to document concurrent development of the two diseases in a dog, as has been reported in human patients. Clinical presentation and histopathological diagnosis, treatment and clinical follow-up are described.

葡萄膜皮肤病综合征和斑秃是一种自身免疫性疾病,可分别引起狗的眼部和皮肤炎症及斑秃。这是第一份记录狗同时患上这两种疾病的报告,人类患者也曾出现过这种情况。文中描述了临床表现、组织病理学诊断、治疗和临床随访。
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引用次数: 0
期刊
Veterinary dermatology
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