ArticleFrontiers in veterinary science2023
Neutrophil to lymphocyte ratio and principal component analysis offer prognostic advantage for dogs with mammary tumors.
Article in Frontiers in veterinary science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Development and validation of a clinical risk score for early identification of sudden acquired retinal degeneration syndrome in dogs: A retrospective case-control study.Veterinary world · 2026Article
- Clinical applications of blood cell ratios in veterinary hematology: From diagnosis to prognosis.Veterinary and animal science · 2026Review
- Article
- Evaluation of Hemogram-Derived Inflammatory Markers in Healthy Cats.Veterinary sciences · 2026Article
- Prognostic role of pretreatment hematologic values and albumin-globulin ratio in canine appendicular osteosarcoma.The Canadian veterinary journal = La revue veterinaire canadienne · 2026Article
- The microenvironment in canine mast cell tumors: association between tumor-associated tissue eosinophilia and histological grade.Frontiers in veterinary science · 2026Article
- Reference Intervals for Hematological Inflammatory Ratios in Healthy Dogs.Animals : an open access journal from MDPI · 2025Article
- Tumor-Infiltrating Lymphocytes and Neutrophils and Their Location in Canine Mammary Neoplasms with a Solid Arrangement: A Prognostic Factor?Animals : an open access journal from MDPI · 2025Article
- Application of Principal Component Analysis as a Prediction Model for Feline Sporotrichosis.Veterinary sciences · 2025Article
- Canine mammary tumors as a promising adjunct preclinical model for human breast cancer research: similarities, opportunities, and challenges.Archives of pharmacal research · 2025Review
- Canine mammary tumors as a promising adjunct preclinical model for human breast cancer research: similarities, opportunities, and challenges.Archives of pharmacal research · 2025Review
- Evaluation of Blood C Reactive Protein (CRP) and Neutrophil-to-Lymphocyte Ratio (NLR) Utility in Canine Epilepsy.Veterinary sciences · 2024Article
- The role of nutrition-based index in predicting survival of breast cancer patients: A systematic review and meta-analysis.Heliyon · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Introduction: In veterinary medicine, cancer is the leading cause of death in companion animals, and mammary gland tumors represent the most common neoplasm in female dogs. Several epidemiological risk factors, such as age, breed, hormones, diet, and obesity have been reported to be relevant for canine mammary tumors. Nowadays, the gold standard for diagnosis of canine mammary tumors is the pathological examination of the suspected tissue. However, tumor grade can only be assessed after surgical removal or biopsy of the altered tissue. Therefore, in cases of tumors that could be surgically removed, it would be very helpful to be able to predict the biological behavior of the tumor, before performing any surgery. Since, inflammation constitutes part of the tumor microenvironment and it influences each step of tumorigenesis, cellular and biochemical blood markers of systemic inflammation, such as the neutrophil to lymphocyte ratio (NLR) and the albumin to globulin ratio (AGR) have been proposed as prognostic factors for human cancer development. The NLR and the AGR have not been explored enough as prognostic factors for cancer development in veterinary medicine. Methods: To determine the prognostic value of NLR in canine mammary tumors, clinical records including biochemistry and hematological studies of female dogs with mammary tumors and of control healthy dogs, were used to determine the pre-treatment NLR and AGR. Other clinical data included age, breed, tumor size, histological tumor grade, and survival time after surgery. Results and discussion: It was found that a higher pre-treatment NLR value (NLR > 5) associates with less survival rate. In contrast, the AGR did not show any predictive value on the malignancy of the tumor. However, by combining the NLR with AGR, age of the dog, and tumor size in a principal component analysis (PCA), the grade of the tumor and survival after surgery could be appropriately predicted. These data strongly suggest that pre-treatment NLR values have a prognostic value for the survival rate after surgery of dogs with mammary tumors.
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