ArticleBMC medicine2006
Collagen reorganization at the tumor-stromal interface facilitates local invasion.
Article in BMC medicine, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1,047 papers, 1 of them a synthesis that pooled it.
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Who cites it
1,047 citing papers in PubMed, 1 synthesis or guideline pooled it, 1,784 citations in OpenAlex.
- The association between tumor-stromal collagen features and the clinical outcomes of patients with breast cancer: a systematic review.Breast cancer research : BCR · 2025Pooled it
- Low-dose tamoxifen treatment reduces collagen organisation indicative of tissue stiffness in the normal breast: results from the KARISMA randomised controlled trial.Breast cancer research : BCR · 2024Trial
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- Collagen I promotes cancer cell survival via amino acid import and mTORC1/S6 activation.PLoS biology · 2026Article
- Desmoplasia and therapeutic resistance in pancreatic ductal adenocarcinoma.Cancer letters · 2026Review
- Machine Learning-Assisted SHG Morphometry Reveals Distinct Collagen Microarchitectures of Trabecular Bone and Fibrosis in Bone Marrow Biopsies.International journal of molecular sciences · 2026Article
- Adipose-mimetic granular hydrogels uncover biophysical cues driving breast cancer invasion.Cell biomaterials · 2026Article
- Loss of CD44 re-educates pancreatic cancer-associated fibroblasts modulating their fibrotic and immunosuppressive functions.Cell death & disease · 2026Article
- Computational Pathology Reveals Extracellular-Matrix Imaging Biomarkers of Therapy Response in Preclinical Breast Cancer.Cancers · 2026Article
- From Label-Free Multiphoton Imaging to Pathological Reports: A Vision-Language Breast Cancer Margin Pathological Diagnosis System.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Fibronectin matrix remodelling modulates the active nematic dynamics of cancer-associated fibroblasts.Nature materials · 2026Article
- Nanoscale-Sensitive VSFG Microscopy for Identifying Breast Tumor in FFPE Samples.Chemical & biomedical imaging · 2026Article
- Treg-derived exosomal miR-146a orchestrates bidirectional Treg-CAF crosstalk to sustain immunosuppressive tumor microenvironments.Medical oncology (Northwood, London, England) · 2026Review
- Review
- Postpartum breast cancer as a distinct oncologic entity: linking physiological tissue remodelling to tumor biology and clinical translation.Breast cancer research : BCR · 2026Review
- Signaling downstream of tumor-stroma interaction regulates mucinous colorectal adenocarcinoma apicobasal polarity.Nature communications · 2026Article
- Article
- Tumor-associated collagen signature in relation to metastasis in lung adenocarcinoma.Journal of thoracic disease · 2026Article
987 more citing papers are in PubMed but not listed here.
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundStromal-epithelial interactions are of particular significance in breast tissue as misregulation of these interactions can promote tumorigenesis and invasion. Moreover, collagen-dense breast tissue increases the risk of breast carcinoma, although the relationship between collagen density and tumorigenesis is not well understood. As little is known about epithelial-stromal interactions in vivo, it is necessary to visualize the stroma surrounding normal epithelium and mammary tumors in intact tissues to better understand how matrix organization, density, and composition affect tumor formation and progression.
methodsEpithelial-stromal interactions in normal mammary glands, mammary tumors, and tumor explants in three-dimensional culture were studied with histology, electron microscopy, and nonlinear optical imaging methodologies. Imaging of the tumor-stromal interface in live tumor tissue ex vivo was performed with multiphoton laser-scanning microscopy (MPLSM) to generate multiphoton excitation (MPE) of endogenous fluorophores and second harmonic generation (SHG) to image stromal collagen.
resultsWe used both laser-scanning multiphoton and second harmonic generation microscopy to determine the organization of specific collagen structures around ducts and tumors in intact, unfixed and unsectioned mammary glands. Local alterations in collagen density were clearly seen, allowing us to obtain three-dimensional information regarding the organization of the mammary stroma, such as radiating collagen fibers that could not have been obtained using classical histological techniques. Moreover, we observed and defined three tumor-associated collagen signatures (TACS) that provide novel markers to locate and characterize tumors. In particular, local cell invasion was found predominantly to be oriented along certain aligned collagen fibers, suggesting that radial alignment of collagen fibers relative to tumors facilitates invasion. Consistent with this observation, primary tumor explants cultured in a randomly organized collagen matrix realigned the collagen fibers, allowing individual tumor cells to migrate out along radially aligned fibers.
conclusionThe presentation of these tumor-associated collagen signatures allowed us to identify pre-palpable tumors and see cells at the tumor-stromal boundary invading into the stroma along radially aligned collagen fibers. As such, TACS should provide indications that a tumor is, or could become, invasive, and may serve as part of a strategy to help identify and characterize breast tumors in animal and human tissues.
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