ArticleNeoplasia (New York, N.Y.)2016
Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers.
Article in Neoplasia (New York, N.Y.), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 33 citations in OpenAlex.
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- Time-dependent diffusion MRI for noninvasive molecular subtype differentiation and biological correlation in breast cancer: emphasizing the emerging three-tier HER2 classification.Frontiers in oncology · 2025Article
- Collagen 1 Fiber Volume Predicts for Recurrence of Stage 1 Non-Small Cell Lung Cancer.Tomography (Ann Arbor, Mich.) · 2024Article
- VascuViz: a multimodality and multiscale imaging and visualization pipeline for vascular systems biology.Nature methods · 2022Article
- Collagen production and niche engineering: A novel strategy for cancer cells to survive acidosis in DCIS and evolve.Evolutionary applications · 2020Article
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- Extracellular matrix-related genes play an important role in the progression of NMIBC to MIBC: a bioinformatics analysis study.Bioscience reports · 2020Article
- Theranostics and metabolotheranostics for precision medicine in oncology.Journal of magnetic resonance (San Diego, Calif. : 1997) · 2018Review
- Characterisation of fibrosis in chemically-induced rat mammary carcinomas using multi-modal endogenous contrast MRI on a 1.5T clinical platform.European radiology · 2018Article
- Comparison of Two Mathematical Models of Cellularity Calculation.Translational oncology · 2018Article
- Cancer Metabolism and Tumor Heterogeneity: Imaging Perspectives Using MR Imaging and Spectroscopy.Contrast media & molecular imaging · 2017Review
Corrections and comments
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Authors and funding
11 authors at 3 institutions in 2 countries.
Funding
Abstract
Collagen 1 (Col1) fibers play an important role in tumor interstitial macromolecular transport and cancer cell dissemination. Our goal was to understand the influence of Col1 fibers on water diffusion, and to examine the potential of using noninvasive diffusion tensor imaging (DTI) to indirectly detect Col1 fibers in breast lesions. We previously observed, in human MDA-MB-231 breast cancer xenografts engineered to fluoresce under hypoxia, relatively low amounts of Col1 fibers in fluorescent hypoxic regions. These xenograft tumors together with human breast cancer samples were used here to investigate the relationship between Col1 fibers, water diffusion and anisotropy, and hypoxia. Hypoxic low Col1 fiber containing regions showed decreased apparent diffusion coefficient (ADC) and fractional anisotropy (FA) compared to normoxic high Col1 fiber containing regions. Necrotic high Col1 fiber containing regions showed increased ADC with decreased FA values compared to normoxic viable high Col1 fiber regions that had increased ADC with increased FA values. A good agreement of ADC and FA patterns was observed between in vivo and ex vivo images. In human breast cancer specimens, ADC and FA decreased in low Col1 containing regions. Our data suggest that a decrease in ADC and FA values observed within a lesion could predict hypoxia, and a pattern of high ADC with low FA values could predict necrosis. Collectively the data identify the role of Col1 fibers in directed water movement and support expanding the evaluation of DTI parameters as surrogates for Col1 fiber patterns associated with specific tumor microenvironments as companion diagnostics and for staging.
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Registered trials
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