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Fluorine-18 Fluorodeoxyglucose-Positron Emission Tomography/Computed Tomography for Detection of Lymph Node Metastasis in Canine Mast Cell Tumour. 氟-18氟脱氧葡萄糖-正电子发射断层扫描/计算机断层扫描检测犬肥大细胞瘤淋巴结转移。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-12-26 DOI: 10.1111/vco.70040
Alison C Williams, Monique N Mayer, Ryan M Dickinson, Sally L Sukut, Valerie S MacDonald-Dickinson, Jerome Gagnon

Lymph node (LN) metastasis has been associated with shorter survival times in dogs with mast cell tumour (MCT), and treatment of metastatic LN with lymphadenectomy or irradiation has been demonstrated to improve outcomes. Identification of metastatic LN in dogs with MCT is therefore of both prognostic and therapeutic significance. The aim of this prospective, exploratory study was to investigate whether fluorine-18 fluorodeoxyglucose-positron emission tomography/computed tomography (18F-FDG-PET/CT) is a useful staging tool for the detection of metastatic LN in dogs with cutaneous or subcutaneous MCT, using histopathology as the gold standard. Sixteen client-owned dogs with cytologically or histologically confirmed cutaneous or subcutaneous MCTs underwent full-body 18F-FDG-PET/CT followed by surgical removal and histopathology of the primary tumour and regional LN(s). The maximum standard uptake value (SUVmax) of the tumour and LN(s) was measured. Primary tumours were graded using both the Patnaik and Kiupel grading systems, and mitotic count was tabulated. LNs were categorised based on Weishaar's histologic criteria for nodal metastasis. Eighteen primary tumours were excised: six subcutaneous and 12 cutaneous MCTs. Of 33 excised regional LNs, 18 (55%) were categorised as metastatic (≥ HN2). There was no difference between the median SUVmax of metastatic (3.88) and nonmetastatic LNs (3.16) (p = 0.41). SUVmax was positively correlated with the mitotic count of the primary tumour (p = 0.02). The results of this exploratory study suggest that 18F-FDG-PET/CT may not be useful for identifying metastatic LNs in canine MCT.

在患有肥大细胞瘤(MCT)的狗中,淋巴结(LN)转移与较短的生存时间有关,并且通过淋巴结切除术或放射治疗转移性淋巴结已被证明可以改善预后。因此,鉴别MCT犬的转移性LN具有预后和治疗意义。这项前瞻性、探索性研究的目的是研究氟-18氟脱氧葡萄糖-正电子发射断层扫描/计算机断层扫描(18F-FDG-PET/CT)是否是一种有用的分期工具,用于检测皮肤或皮下MCT犬的转移性LN,以组织病理学为金标准。16只经细胞学或组织学证实为皮肤或皮下mct的客户犬接受了全身18F-FDG-PET/CT检查,随后进行了原发肿瘤和局部LN的手术切除和组织病理学检查。测定肿瘤和LN的最大标准摄取值(SUVmax)。使用Patnaik和Kiupel分级系统对原发性肿瘤进行分级,并将有丝分裂计数制成表格。根据Weishaar淋巴结转移的组织学标准对淋巴结进行分类。18例原发肿瘤切除:6例皮下mct, 12例皮下mct。在33例切除的区域性LNs中,18例(55%)被归类为转移性(≥HN2)。转移性LNs的中位SUVmax(3.88)与非转移性LNs的中位SUVmax(3.16)无差异(p = 0.41)。SUVmax与原发肿瘤有丝分裂计数呈正相关(p = 0.02)。本探索性研究的结果表明,18F-FDG-PET/CT可能不能用于鉴别犬MCT的转移性LNs。
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引用次数: 0
Evaluation of Optical Coherence Tomography for Metastatic Lymph Node Identification in Canine Oral Malignant Melanoma. 光学相干断层扫描对犬口腔恶性黑色素瘤转移淋巴结鉴别的评价。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-12-29 DOI: 10.1111/vco.70037
Yi-Fan Shen, Janis M Lapsley, Gabrielle Fontes, Carley Johnson, Hannah Weaver, Jocosa Yasenchack, Christina Orona, Nikesh Patel, Jorge Santa Mignucci, Ryan Jennings, Laura E Selmic

Canine oral malignant melanoma (OMM) has a high potential for lymph node (LN) metastasis. Standard care involves surgical excision of the OMM with sentinel and draining LNs regardless of metastatic status but carries the risk of complications. Optical coherence tomography (OCT) is a rapid, noninvasive imaging modality that has been evaluated for LN metastasis detection in human breast cancer but not yet translated to canines. The purpose of this study was to (1) compare OCT imaging features from nonmetastatic and metastatic LNs with corresponding histopathology and (2) evaluate the diagnostic accuracy of OCT imaging in identifying metastatic LNs. Thirteen dogs with OMM were prospectively enrolled and sentinel LNs were identified by indirect computed tomography lymphography. OMM and draining LNs were surgically removed. Excised LNs (n = 50) from thirteen dogs were imaged with OCT and submitted for histopathology. OCT images of 18 LNs from the first five enrolled dogs were compared to histopathology to identify image features of metastatic and nonmetastatic LNs and identify images for observer training. The subsequent OCT images of 32 LNs of eight dogs were used to generate a test set for six observers with varying OCT experience for assessment of diagnostic accuracy. The sensitivity, specificity, and correct classification rate of OCT imaging for OMM LN metastasis in dogs was 75% (95% CI: 61.2%-85.1%), 76.6% (95% CI: 70.1%-82.0%), and 76.3% (95% CI: 70.5%-81.2%), respectively. OCT image features of nonmetastatic and metastatic LNs show diagnostic potential for intraoperative detection of OMM LN metastasis.

犬口腔恶性黑色素瘤(OMM)具有很高的淋巴结(LN)转移的潜力。标准治疗包括手术切除带有前哨和引流淋巴结的OMM,无论转移情况如何,但有并发症的风险。光学相干断层扫描(OCT)是一种快速、无创的成像方式,已被评估用于人类乳腺癌淋巴结转移检测,但尚未应用于犬类。本研究的目的是:(1)比较非转移性和转移性淋巴结的OCT成像特征和相应的组织病理学;(2)评估OCT成像在鉴别转移性淋巴结方面的诊断准确性。13只患有OMM的狗前瞻性入选,通过间接计算机断层扫描淋巴造影确定前哨淋巴结。手术切除OMM和引流淋巴结。对13只犬切除的50个淋巴结进行OCT成像并进行组织病理学检查。将来自前5只入组犬的18个淋巴结的OCT图像与组织病理学进行比较,以识别转移性和非转移性淋巴结的图像特征,并识别用于观察者训练的图像。随后的8只狗32个LNs的OCT图像被用来为6个具有不同OCT经验的观察者生成一个测试集,以评估诊断的准确性。OCT成像对犬OMM LN转移的敏感性为75% (95% CI: 61.2% ~ 85.1%),特异性为76.6% (95% CI: 70.1% ~ 82.0%),正确分类率为76.3% (95% CI: 70.5% ~ 81.2%)。非转移性和转移性淋巴结的OCT图像特征显示术中检测OMM淋巴结转移的诊断潜力。
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引用次数: 0
A Comparative Study of Melanocytic Tumours: Linking Portuguese Dogs and Cats to Human Cases. 黑素细胞肿瘤的比较研究:将葡萄牙狗和猫与人类病例联系起来。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-12-10 DOI: 10.1111/vco.70031
Catarina Alves Pinto, Ana Isabel Ribeiro, João Niza-Ribeiro, Carlos Alberto Palmeira de Sousa, Katia Pinello, Andreia Alexandra Ferreira Santos

Melanocytic tumours (MT) occur in both humans and companion animals, presenting an opportunity for comparative oncology research. Thus, this study provides a comprehensive epidemiological analysis comparing MT in Portuguese dogs, cats and humans. Data were obtained from the Portuguese National Cancer Registry (RON) (2011-2021) and Vet-OncoNet (2020-2023), utilising standardised oncological classification systems (ICD-O-3.2 and Vet-ICD-O-canine-1). The results indicate that Melanoma was the most frequently diagnosed MT across all three species, while melanocytomas were common in dogs but rare in cats and humans. A higher incidence rate (IR) for MT was observed in dogs (IR = 16.1) compared to humans (IR = 8.1) and cats (IR = 6.3), and neutered dogs (10.8 years) were diagnosed at significantly older ages than intact ones (9.9 years). Shar-Peis (RR = 14.2, p < 0.001) had the highest RR compared to mixed-breed dogs, followed closely by Rhodesian Ridgebacks (RR = 12.2, p < 0.001) and Golden Retrievers (RR = 6.4, p < 0.001). Spatial analysis revealed significant clustering of MT cases in humans and dogs, with a strong geographical overlap (BLISA = 0.345, p < 0.001) in urban regions. This study provides the first epidemiological comparison of MT in these three species in Portugal, underscoring the sentinel role of companion animals in human oncology and the relevance of comparative oncology in translational cancer research.

黑色素细胞肿瘤(MT)发生在人类和伴侣动物中,为比较肿瘤学研究提供了机会。因此,本研究对葡萄牙犬、猫和人的MT进行了全面的流行病学分析。数据来自葡萄牙国家癌症登记处(RON)(2011-2021)和Vet-OncoNet(2020-2023),采用标准化肿瘤分类系统(ICD-O-3.2和Vet-ICD-O-canine-1)。结果表明,黑色素瘤是所有三个物种中最常见的MT,而黑色素细胞瘤在狗中很常见,但在猫和人类中很少见。与人类(IR = 8.1)和猫(IR = 6.3)相比,狗(IR = 16.1)的MT发病率更高,并且绝育犬(10.8岁)的诊断年龄明显高于未绝育犬(9.9岁)。share - peis (RR = 14.2, p
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引用次数: 0
Prognostic Value of a Histopathological Scoring System and the Ki67 Proliferation Index in Dogs With Phaeochromocytoma. 组织病理学评分系统和Ki67增殖指数对嗜铬细胞瘤犬的预后价值。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-09-03 DOI: 10.1111/vco.70021
Marit F van den Berg, Aitor Martínez Ruiz, Maurice M J M Zandvliet, Sebastiaan A van Nimwegen, Hans S Kooistra, Sara Galac, Guy C M Grinwis

Canine phaeochromocytomas (PCCs) are neuroendocrine tumours with malignant potential. Metastatic disease remains the sole definitive evidence of malignancy. Histopathological criteria to predict long-term survival have not been established in dogs. This study evaluated the reproducibility and prognostic value of histopathological parameters derived from human scoring systems, along with the Ki67 proliferation index (PI), in dogs after adrenalectomy for PCC. Tumour samples from 41 dogs were assessed by a veterinary pathologist and pathology resident. Of 10 histopathological parameters examined, only necrosis, tumour cell spindling, and extension into adipose tissue achieved sufficient inter- and intra-observer agreement (≥ 0.40) for inclusion in survival analyses, while Ki67 PI demonstrated excellent reproducibility (≥ 0.95). A composite histopathological score was generated by summing these three parameters and a dichotomised Ki67 PI (optimal cutoff 18%), as determined by ROC analysis. Among the 41 dogs, eight died within 2 weeks postoperatively, leaving 33 long-term survivors with four tumour-related events. Kaplan-Meier analysis showed significantly poorer survival (p < 0.001) in dogs with a high Ki67 PI (≥ 18%), whereas the composite score showed a borderline significant association with outcome in Cox regression (p = 0.056; hazard ratio 2.80). Overall, dogs surviving the immediate postoperative period demonstrated a favourable prognosis (mean overall survival of 2456 days). These findings suggest that, in this cohort with few tumour-related events, the dichotomised Ki67 PI alone may serve as a clinically applicable prognosticator for canine PCC. However, further research in larger populations is needed to determine whether a composite score adds prognostic value and guides postoperative management.

犬嗜铬细胞瘤(PCCs)是一种具有恶性潜能的神经内分泌肿瘤。转移性疾病仍然是恶性肿瘤的唯一明确证据。预测狗的长期生存的组织病理学标准尚未建立。本研究评估了来自人类评分系统的组织病理学参数的可重复性和预后价值,以及Ki67增殖指数(PI),在PCC肾上腺切除术后的狗身上。兽医病理学家和病理学住院医师对41只狗的肿瘤样本进行了评估。在检查的10个组织病理学参数中,只有坏死、肿瘤细胞纺丝和向脂肪组织的延伸达到了足够的观察者间和观察者内的一致性(≥0.40),可以纳入生存分析,而Ki67 PI具有出色的再现性(≥0.95)。将这三个参数和二分Ki67 PI(最佳截止值18%)相加,得到一个综合组织病理学评分,由ROC分析确定。在41只狗中,8只在术后2周内死亡,剩下33只长期存活,有4个肿瘤相关事件。Kaplan-Meier分析显示生存率明显较低(p
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引用次数: 0
Diagnostic Evaluation of the Sysmex XN-1000V Lymphocyte Fluorescence for Differentiating Canine Nodal Large B-Cell and T-Cell Lymphoma. Sysmex XN-1000V淋巴细胞荧光鉴别犬淋巴结大b细胞和t细胞淋巴瘤的诊断价值
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-12-23 DOI: 10.1111/vco.70032
Javier Martínez-Caro, Marta Lemos, Beatriz Agulla, Ignacio Amarillo-Gómez, Josep Pastor

Canine lymphoma is a common haematopoietic neoplasm. Immunophenotype is a major prognostic factor and may influence treatment recommendations. This study assessed the diagnostic performance of the Sysmex XN-1000V white blood cell differential (WDF) scattergram to differentiate canine nodal large B-cell and T-cell lymphoma, using the percentage of highly fluorescent cells (%HFC) and visual WDF scattergram evaluation. A retrospective study was conducted on data from cases of cytologically diagnosed canine large cell lymphoma. Cases had concurrent lymph node aspirate cell suspensions in saline that were analysed using the Sysmex XN-1000V and multiparametric flow cytometry (FC) for lymphoma classification as B or T-cell. Large B-cell lymphomas (n = 86) showed significantly higher %HFC compared to large T-cell lymphomas (n = 17), with a median (IQR) of 50% (36-84) and 9.7% (3.9-19), respectively. The ROC analysis showed an AUC of 0.93, with an optimal cutoff of < 24.15 %HFC for identifying T-cell lymphoma, achieving 88.24% sensitivity, 87.21% specificity, 57.69% PPV and 97.40% NPV. The following data is expressed as 'overall-percentage-agreement (kappa value)'. Using the previous cutoff, the agreement between the %HFC classification and FC was 88.24% (κ = 0.76). Regarding the WDF scattergram evaluation, the intra- and inter-observer agreement were 86.27% (κ = 0.71) and 67.65% (κ = 0.55), respectively. Agreement between the WDF scattergram evaluation and FC was 77.45% (κ = 0.55), and improved to 90.63% (κ = 0.74) when just the confident cases were used. In conclusion, a preliminary assessment of the phenotype of canine nodal large cell lymphoma can be made using either the visual inspection of the WDF scattergram or the %HFC. This could serve as a cost-effective, fast screening tool while awaiting definitive flow cytometry results.

犬淋巴瘤是一种常见的造血肿瘤。免疫表型是一个主要的预后因素,可能影响治疗建议。本研究利用高荧光细胞百分比(%HFC)和视觉WDF散点图评估Sysmex XN-1000V白细胞鉴别(WDF)散点图对犬淋巴结大b细胞和t细胞淋巴瘤的诊断性能。回顾性研究的资料,从病例细胞学诊断犬大细胞淋巴瘤。用Sysmex XN-1000V和多参数流式细胞术(FC)分析患者并发淋巴结抽吸细胞悬液,以确定淋巴瘤分类为B细胞或t细胞。大b细胞淋巴瘤(n = 86)的HFC %明显高于大t细胞淋巴瘤(n = 17),中位IQR分别为50%(36-84)和9.7%(3.9-19)。ROC分析显示AUC为0.93,最佳截止值为
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引用次数: 0
Outcome and Toxicity Profile of Stereotactic Body Radiation Therapy for Adrenal Tumours in Dogs. 立体定向放射治疗犬肾上腺肿瘤的疗效和毒性分析。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-12-17 DOI: 10.1111/vco.70035
Lily Thorsen, Kimberley Law, Jillian Walz, Valerie Morales Coll, Ada Naramor, Charles Maitz, Lyndsay Kubicek, Zebulon Thorsen, Jishnu Rao Gutti, Marilia Takada

Stereotactic body radiation therapy (SBRT) has become a non-invasive alternative option for canine adrenal tumours with high surgical risks; however, its clinical benefits and risks are still to be fully understood. The goal of this multi-institutional retrospective study was to describe the clinical outcome and safety of SBRT for the treatment of 21 dogs with adrenal tumours. Ten were suspected pheochromocytomas, two adenocarcinomas, and the diagnosis was unknown in nine dogs. Vascular invasion was present in 81% of cases (17/21). Thirteen dogs received 3 fractions of 6 to 11 Gy, 7 received 5 fractions of 6 to 9 Gy, and 1 received 4 fractions of 6 Gy. For the 20 patients with follow-up imaging, 9 (43%) had partial response, 10 (47%) stable disease, and 1 (5%) progressive disease. Progression-free survival was 16.8 months (95% CI: 3.4-23), and overall survival time was 16.8 months (95% CI: 3.7-23.7). Twelve patients (57%) experienced acute adverse events (AEs); of those, seven were gastrointestinal grade ≥ III, including one grade V. Late AEs were suspected in seven dogs (33%), including gastrointestinal grade V in four of them. A total of five dogs (24%) died from radiation-related toxicities. Although SBRT seems to be effective against adrenal tumours, it was associated with a high morbidity and mortality rate, suggesting that re-evaluation of radiation therapy protocols is necessary for maintaining patient safety.

立体定向全身放射治疗(SBRT)已成为犬肾上腺肿瘤的一种非侵入性替代选择,手术风险高;然而,其临床益处和风险仍有待充分了解。这项多机构回顾性研究的目的是描述SBRT治疗21只肾上腺肿瘤狗的临床结果和安全性。10例疑似嗜铬细胞瘤,2例疑似腺癌,9例诊断不明。81%的病例存在血管侵犯(17/21)。13只狗接受3组6 - 11 Gy的剂量,7只接受5组6 - 9 Gy的剂量,1只接受4组6 Gy的剂量。在20例随访影像学患者中,9例(43%)部分缓解,10例(47%)病情稳定,1例(5%)病情进展。无进展生存期为16.8个月(95% CI: 3.4-23),总生存期为16.8个月(95% CI: 3.7-23.7)。12例患者(57%)出现急性不良事件(ae);其中7例为胃肠级≥III, 1例为V级。7例(33%)疑似晚期ae,其中4例为胃肠级V级。共有5只狗(24%)死于与辐射有关的毒性。尽管SBRT似乎对肾上腺肿瘤有效,但它与高发病率和死亡率相关,这表明重新评估放射治疗方案对于维护患者安全是必要的。
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引用次数: 0
Favourable Prognostic Significance of HER2 Mutations in Canine Pulmonary Adenocarcinoma Following Surgical Resection. 犬肺腺癌手术切除后HER2突变对预后的有利意义。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-09-04 DOI: 10.1111/vco.70020
Masanao Ichimata, Yumiko Kagawa, Atsushi Toshima, Masaya Igase, Takuya Mizuno

Human epidermal growth factor receptor 2 (HER2) gene mutations have been reported in 5% to 38% of canine pulmonary adenocarcinomas (cPACs), most commonly as V659E mutations in exon 20. However, their prognostic and predictive significance remains unclear. This retrospective, single-centre cohort study investigated the frequency of HER2 mutations in surgically resected cPACs and their association with clinical outcomes. Between 2005 and 2021, lung masses histologically diagnosed as cPACs were collected and subjected to direct sequencing of HER2 exons 20 and 21. A total of 72 dogs were enrolled, with successful HER2 gene analysis in 69 cases. HER2 exon 20 missense mutations were identified in 20 dogs (29.0%), including 18 harbouring the previously reported V659E hotspot mutation within the transmembrane domain. Homozygous mutations were detected in 13 dogs. Univariable analysis revealed associations between progression-free interval (PFI) and clinical signs, tumour size classification, lymph node metastasis, surgical margin status, and histologic grade. Overall survival time (OST) was associated with age, clinical signs, tumour size > 7 cm, histologic subtype, lymph node metastasis, and margin status. In multivariable analysis, tumour size classification and margin status remained significantly associated with PFI, while age, tumour size > 7 cm, and histologic subtype were independently associated with OST. Notably, the presence of HER2 mutations was significantly associated with prolonged PFI in both univariable and multivariable analyses, although no significant association with OST was observed. These findings suggest that HER2 mutation status may serve as a favourable prognostic marker for disease progression in surgically resected cPACs.

据报道,人类表皮生长因子受体2 (HER2)基因突变在5%至38%的犬肺腺癌(cPACs)中发生,最常见的是外显子20的V659E突变。然而,其预后和预测意义尚不清楚。这项回顾性、单中心队列研究调查了手术切除的cpac中HER2突变的频率及其与临床结果的关系。在2005年至2021年期间,收集组织学诊断为cpac的肺肿块,并对HER2外显子20和21进行直接测序。共招募了72只狗,其中69只成功进行了HER2基因分析。在20只狗(29.0%)中鉴定出HER2外显子20错义突变,其中18只在跨膜结构域中携带先前报道的V659E热点突变。在13只狗中检测到纯合突变。单变量分析显示无进展间期(PFI)与临床体征、肿瘤大小分类、淋巴结转移、手术边缘状态和组织学分级之间存在关联。总生存时间(OST)与年龄、临床体征、肿瘤大小bbb7cm、组织学亚型、淋巴结转移和边缘状况有关。在多变量分析中,肿瘤大小分类和切缘状态仍与PFI显著相关,而年龄、肿瘤大小bbb7 cm和组织学亚型与OST独立相关。值得注意的是,在单变量和多变量分析中,HER2突变的存在与PFI的延长显著相关,尽管没有观察到与OST的显著关联。这些发现表明,HER2突变状态可能作为手术切除的cpac疾病进展的有利预后标志物。
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引用次数: 0
Machine Learning-Based Risk Prediction for Feline Mammary Tumours: A Comprehensive Epidemiological Analysis Using Multi-Model Ensemble Approach. 基于机器学习的猫乳腺肿瘤风险预测:使用多模型集成方法的综合流行病学分析。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-11-11 DOI: 10.1111/vco.70026
Kübra Nur Çalı Özçelik, Salih Taha Alperen Özçelik, Sema Timurkaan

Feline mammary tumours represent the third most common malignancy in cats, with limited evidence-based tools available for risk assessment and screening guidance. Traditional veterinary approaches rely on subjective clinical judgement, lacking quantitative risk stratification methods that could optimise preventive care delivery. To develop and validate the first comprehensive machine learning-based risk prediction system for feline mammary tumours, providing evidence-based clinical decision support for veterinary practice. We developed a comprehensive synthetic dataset of 4399 feline cases spanning 2002-2022, systematically calibrated against real-world epidemiological data from published literature. The synthetic data incorporated demographic, clinical, reproductive, and environmental variables that precisely replicated actual epidemiological relationships. Five machine learning algorithms (Random Forest, XGBoost, Neural Network, SVM, Logistic Regression) were trained and combined using soft voting ensemble methodology. Model performance was evaluated using area under the curve (AUC), calibration metrics, and clinical utility measures. The ensemble model achieved excellent discrimination capability (AUC = 0.888, 95% CI: 0.873-0.903) with 80.5% accuracy, 85.7% sensitivity, and 76.0% specificity. Risk stratification demonstrated clear clinical utility: low-risk cats (< 30% probability) had 12.4% tumour prevalence, while very high-risk cats (> 80% probability) showed 89.5% prevalence. The machine learning approach substantially outperformed traditional assessment methods, showing 64.8% improvement in discriminative ability and a 163% increase in net clinical benefit. This study establishes the first validated machine learning-based clinical decision support system for feline mammary tumour risk assessment. The risk stratification approach enables personalised screening recommendations while optimising resource allocation, potentially transforming preventive veterinary oncology practice.

猫乳腺肿瘤是猫中第三大最常见的恶性肿瘤,可用于风险评估和筛查指导的循证工具有限。传统的兽医方法依赖于主观的临床判断,缺乏定量的风险分层方法,可以优化预防性护理的提供。开发并验证首个基于机器学习的综合性猫乳腺肿瘤风险预测系统,为兽医实践提供循证临床决策支持。我们开发了一个全面的合成数据集,涵盖了2002年至2022年期间4399例猫科动物病例,并根据已发表文献中的真实流行病学数据进行了系统校准。合成数据包括人口统计、临床、生殖和环境变量,这些变量精确地复制了实际的流行病学关系。五种机器学习算法(Random Forest, XGBoost, Neural Network, SVM, Logistic Regression)使用软投票集成方法进行训练和组合。使用曲线下面积(AUC)、校准指标和临床效用指标评估模型性能。集成模型具有良好的鉴别能力(AUC = 0.888, 95% CI: 0.873-0.903),准确率为80.5%,灵敏度为85.7%,特异性为76.0%。风险分层显示了明确的临床效用:低风险猫(80%概率)的患病率为89.5%。机器学习方法大大优于传统的评估方法,其鉴别能力提高了64.8%,净临床效益提高了163%。本研究建立了第一个经过验证的基于机器学习的猫乳腺肿瘤风险评估临床决策支持系统。风险分层方法使个性化筛查建议,同时优化资源分配,潜在地改变预防性兽医肿瘤学实践。
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引用次数: 0
Prognostic Impact of CD206+ M2-Like Macrophages in Canine Appendicular Osteosarcoma. CD206+ m2样巨噬细胞对犬尾骨肉瘤预后的影响。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-12-31 DOI: 10.1111/vco.70039
Gabriel Chamel, Sara Belluco, Laura E Barrett, Franck Floch, David Sayag, Didier Lanore, Esther Piccirillo, Pauline Denoeux, Thomas Chavalle, Mathilde Lajoinie, Grégoire Bernardo-Marques, Anne-Charlotte Barrot, Ludovic Wolfrom, Romane Nicolas, Ingrid Bemelmans, Emmanuel Bouchaert, Alexandra Nicollier, Aurélie Dutour, Frédérique Ponce

A clear understanding of human and canine osteosarcoma (hOS and cOS) immunobiology is needed to develop effective immunotherapeutic strategies, a promising option to improve outcomes. Previous studies in humans and dogs have underscored the importance of the macrophagic infiltrate. Notably, high M2-like macrophage infiltration has been associated with increased metastatic progression-free survival in hOS treated with surgery and chemotherapy. Given the strong similarities between hOS and cOS, we hypothesized that tumour infiltration by M2-like macrophages would also be associated with an improved prognosis in dogs. Eighty-four dogs with a histological diagnosis of cOS were retrospectively selected from the database of five veterinary institutions and one pathology laboratory. Medical data and associated cOS samples were retrieved from electronic records and original pathology laboratories. Macrophage populations were identified by immunohistochemistry using anti-CD204 and anti-CD206 antibodies. Univariate and multivariate Cox proportional hazard models were performed to identify factors associated with overall survival time (OST) in dogs treated with surgery with (SOC) or without (SxOnly) adjuvant chemotherapy. In dogs treated surgically (SOC + SxOnly), only high CD206+ infiltrate was associated with longer OST in both univariate (p = 0.019) and multivariate analysis (p = 0.014). Within the SOC group, high CD206+ infiltrate (p = 0.006) and lower body weight (p = 0.029) were associated with better outcome in the univariate analysis while high CD206+ infiltrate (p = 0.003) and female sex (p = 0.044) were associated with a longer survival in the multivariate analysis. This observation underscores the role of M2-like macrophages in OS and strengthens the relevance of cOS as a model for hOS in the immunological field.

明确了解人和犬骨肉瘤(hOS和cOS)的免疫生物学,需要制定有效的免疫治疗策略,这是改善预后的一个有希望的选择。先前对人类和狗的研究强调了巨噬细胞浸润的重要性。值得注意的是,在接受手术和化疗的hOS中,高m2样巨噬细胞浸润与转移性无进展生存期增加有关。鉴于hOS和cOS之间的强烈相似性,我们假设m2样巨噬细胞的肿瘤浸润也与狗的预后改善有关。回顾性从5个兽医机构和1个病理实验室的数据库中选择84只组织学诊断为cOS的狗。从电子记录和原始病理实验室检索医疗数据和相关cOS样本。使用抗cd204和抗cd206抗体免疫组化鉴定巨噬细胞群体。采用单因素和多因素Cox比例风险模型,以确定手术伴(SOC)或不伴(SxOnly)辅助化疗犬的总生存时间(OST)相关因素。在手术治疗的狗(SOC + SxOnly)中,单因素分析(p = 0.019)和多因素分析(p = 0.014)中,只有高CD206+浸润与较长的OST相关。在SOC组中,单因素分析中,高CD206+浸润(p = 0.006)和低体重(p = 0.029)与较好的预后相关,而多因素分析中,高CD206+浸润(p = 0.003)和女性(p = 0.044)与较长的生存相关。这一观察结果强调了m2样巨噬细胞在OS中的作用,并加强了cOS在免疫学领域作为hOS模型的相关性。
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引用次数: 0
Utility of Cytochemical and Flow Cytometry Detection of Alkaline Phosphatase for Differential Diagnosis of CD34+ Acute Leukaemia in Canines. 细胞化学和流式细胞术检测碱性磷酸酶在犬CD34+急性白血病鉴别诊断中的应用。
IF 1.9 2区 农林科学 Q1 VETERINARY SCIENCES Pub Date : 2026-03-01 Epub Date: 2025-10-25 DOI: 10.1111/vco.70024
Megan Aalto, Janna Yoshimoto, Jillian Nolan, Kenzie Olsen, Dylan Ammons, Emily Rout, Anne C Avery, R Adam Harris

Alkaline phosphatase (ALP) enzymatic activity has been proposed as a marker for distinguishing canine acute leukaemia (AL) subtypes (i.e., myeloid vs. lymphoid). However, ALP enzymatic activity has not been fully evaluated in CD34+ AL. Determine whether ALP enzymatic activity can differentiate CD34+ AL subtypes in dogs and distinguish CD34+ AL from CD34- haematopoietic tumours in tissue/effusion samples. Peripheral blood from 64 dogs with CD34+ AL, 10 with B cell chronic lymphocytic leukaemia (CLL), and 10 healthy controls were prospectively evaluated for ALP enzymatic activity via cytochemical staining; a subset also underwent ALP detection by flow cytometry (FC). Archived cytology slides from 67 tissue/effusion specimens, including 27 CD34+ AL, 22 T cell lymphomas, and 18 B cell lymphomas, were retrospectively assessed. CD34+ AL cases were categorised as acute myeloid leukaemia (AML), acute lymphoid leukaemia (ALL) or acute unclassifiable leukaemia (AUL) by established FC criteria. ALP positivity was defined as > 3% ALP+ neoplastic cells, which was selected based on receiver operating characteristic (ROC) curve analysis. Cytochemical ALP activity was detected in 61/64 (95.3%) CD34+ AL cases, with no significant differences between AML, ALL, and AUL subtypes (p > 0.05). All lymphoma and B cell CLL cases were ALP-negative. FC-based ALP analysis showed poor concordance with cytochemistry, and the correlation between %CD34 + ALP+ cells and %ALP+ neoplastic cells was weak (Spearman's ρ = 0.25). While ALP enzymatic activity is present in most CD34+ AL cases, it does not reliably differentiate CD34+ AL subtypes via cytochemistry. However, ALP may help distinguish CD34+ AL from B and T cell lymphomas. FC-based ALP analysis is not a reliable marker for CD34+ AL classification.

碱性磷酸酶(ALP)酶活性已被提出作为区分犬急性白血病(AL)亚型(即髓系与淋巴系)的标志。然而,ALP酶活性尚未在CD34+ AL中得到充分的评估。确定ALP酶活性是否可以在狗中区分CD34+ AL亚型,以及在组织/积液样本中区分CD34+ AL和CD34-造血肿瘤。采用细胞化学染色法对64只CD34+ AL犬、10只B细胞慢性淋巴细胞白血病(CLL)犬和10只健康对照犬的外周血进行ALP酶活性的前瞻性评价;一部分患者还接受了流式细胞术(FC)的ALP检测。回顾性评估67例组织/积液标本的细胞学切片,包括27例CD34+ AL, 22例T细胞淋巴瘤和18例B细胞淋巴瘤。CD34+ AL病例根据既定的FC标准分为急性髓性白血病(AML)、急性淋巴性白血病(ALL)或急性不可分类白血病(AUL)。ALP阳性定义为> 3% ALP+肿瘤细胞,根据受试者工作特征(ROC)曲线分析选择。在61/64 (95.3%)CD34+ AL病例中检测到细胞化学ALP活性,AML、ALL和AUL亚型之间无显著差异(p < 0.05)。所有淋巴瘤和B细胞CLL病例均为alp阴性。基于fc的ALP分析与细胞化学一致性较差,%CD34 + ALP+细胞与%ALP+肿瘤细胞的相关性较弱(Spearman’s ρ = 0.25)。虽然ALP酶活性存在于大多数CD34+ AL病例中,但它不能通过细胞化学可靠地区分CD34+ AL亚型。然而,ALP可能有助于区分CD34+ AL与B细胞和T细胞淋巴瘤。基于fc的ALP分析不是CD34+ AL分类的可靠标记。
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引用次数: 0
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Veterinary and comparative oncology
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