ArticlePloS one2017
Identification of prognostic collagen signatures and potential therapeutic stromal targets in canine mammary gland carcinoma.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed, 57 citations in OpenAlex.
- Bioactive Collagen Peptides in Veterinary and Biomedical Science-Part II: The Gut-Collagen Peptide Axis, Bile Acid Signaling, and Translational Therapeutic Applications.Veterinary sciences · 2026Review
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- Inside the Tumor: Decoding the Feline Mammary Tumor Microenvironment and Its Prognostic Value-A Review.Veterinary sciences · 2025Review
- Tumor-Associated Macrophages and Collagen Remodeling in Mammary Carcinomas: A Comparative Analysis in Dogs and Humans.International journal of molecular sciences · 2025Article
- Article
- Type III Collagen Regulates Matrix Architecture and Mechanosensing during Wound Healing.The Journal of investigative dermatology · 2025Article
- The Number and Size of Invasion Areas in Mixed-Type Carcinoma in Female Dogs Are Associated with Regional Metastases.Veterinary sciences · 2025Article
- Quantitative Histopathology Analysis Based on Label-free Multiphoton Imaging for Breast Cancer Diagnosis and Neoadjuvant Immunotherapy Response Assessment.International journal of biological sciences · 2025Article
- Comparative evaluation of collagen modifications in breast cancer in human and canine carcinomas.Scientific reports · 2024Article
- Prognostic and therapeutic implications of tumor-restrictive type III collagen in the breast cancer microenvironment.NPJ breast cancer · 2024Article
- Nuclear deformation regulates YAP dynamics in cancer associated fibroblasts.Acta biomaterialia · 2024Article
- Collagen modifications predictive of lymph node metastasis in dogs with carcinoma in mixed tumours.Frontiers in veterinary science · 2024Article
- Tumor matrix stiffness provides fertile soil for cancer stem cells.Cancer cell international · 2023Review
- Transcriptomic Profile of Canine Mammary Ductal Carcinoma.International journal of molecular sciences · 2023Article
- Strain and Shear-Wave Elastography and Their Relationship to Histopathological Features of Canine Mammary Nodular Lesions.Veterinary sciences · 2022Article
- Remodelling of the fibre-aggregate structure of collagen gels by cancer-associated fibroblasts: A time-resolved grey-tone image analysis based on stochastic modelling.Frontiers in immunology · 2022Article
- Computer-assisted quantification of tumor-associated collagen signatures to improve the prognosis prediction of breast cancer.BMC medicine · 2021Article
- Collagen molecular phenotypic switch between non-neoplastic and neoplastic canine mammary tissues.Scientific reports · 2021Article
- Regulation of extracellular matrix assembly and structure by hybrid M1/M2 macrophages.Biomaterials · 2021Article
- Large-scale tumor-associated collagen signatures identify high-risk breast cancer patients.Theranostics · 2021Article
Corrections and comments
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Authors and funding
15 authors at 2 institutions in 2 countries.
Funding
Abstract
Increasing evidence indicates that the tumor microenvironment plays a critical role in regulating the biologic behavior of breast cancer. In veterinary oncology, there is a need for improved prognostic markers to accurately identify dogs at risk for local and distant (metastatic) recurrence of mammary gland carcinoma and therefore would benefit from adjuvant therapy. Collagen density and fiber organization have been shown to regulate tumor progression in both mouse and human mammary tumors, with certain collagen signatures predicting poor outcomes in women with breast cancer. We hypothesized that collagen signatures in canine mammary tumor biopsies can serve as prognostic biomarkers and potential targets for treatment. We used second harmonic generation imaging to evaluate fibrillar collagen density, the presence of a tumor-stromal boundary, tumor associated collagen signatures (TACS) and individual collagen fiber characteristics (width, length and straightness) in grade I/II and grade III canine mammary tumors. Collagen density, as well as fiber width, length and straightness, were inversely correlated with patient overall survival time. Notably, grade III cases were less likely to have a tumor-stromal boundary and the lack of a boundary predicted poor outcome. Importantly, a lack of a defined tumor-stromal boundary and an increased collagen fiber width were associated with decreased survival even when tumor grade, patient stage, ovariohysterectomy status at the time of mammary tumor excision, and histologic evidence of lymphovascular invasion were considered in a multivariable model, indicating that these parameters could augment current methods to identify patients at high risk for local or metastatic progression/recurrence. Furthermore, these data, which identify for the first time, prognostic collagen biomarkers in naturally occurring mammary gland neoplasia in the dog, support the use of the dog as a translational model for tumor-stromal interactions in breast cancer.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.