ArticleBiophysical journal2016
Imaging Extracellular Matrix Remodeling In Vitro by Diffusion-Sensitive Optical Coherence Tomography.
Article in Biophysical journal, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
27 citing papers in PubMed, 45 citations in OpenAlex.
- Illuminating aging with multimodal optical metabolic imaging.Science advances · 2026Review
- Biomechanics of the tumor extracellular matrix and regulatory T cells: regulatory mechanisms and potential therapeutic targets.Cell communication and signaling : CCS · 2025Review
- Article
- Comparative oncology chemosensitivity assay for personalized medicine using low-coherence digital holography of dynamic light scattering from cancer biopsies.Scientific reports · 2024Article
- The Role of Extracellular Matrix (ECM) Adhesion Motifs in Functionalised Hydrogels.Molecules (Basel, Switzerland) · 2023Review
- 3D microfluidics-assisted modeling of glucose transport in placental malaria.Scientific reports · 2022Article
- Advances in non-invasive biosensing measures to monitor wound healing progression.Frontiers in bioengineering and biotechnology · 2022Review
- In Vivo Imaging of Newt Lens Regeneration: Novel Insights Into the Regeneration Process.Translational vision science & technology · 2021Article
- Nanomotors Sense Local Physicochemical Heterogeneities in Tumor Microenvironments*.Angewandte Chemie (International ed. in English) · 2020Article
- Evaluation of Cell's Passability in the ECM Network.Biophysical journal · 2020Article
- Cell invasion in digital microfluidic microgel systems.Science advances · 2020Article
- Imaging intracellular motion with dynamic micro-optical coherence tomography.Biomedical optics express · 2020Article
- Avascular tumour growth models based on anomalous diffusion.Journal of biological physics · 2020Article
- Predictable fibroblast tension generation by measuring compaction of anchored collagen matrices using microscopy and optical coherence tomography.Cell adhesion & migration · 2019Article
- Engineering approaches to studying cancer cell migration in three-dimensional environments.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2019Review
- Microrheological quantification of viscoelastic properties with photonic force optical coherence elastography.Optics express · 2019Article
- Photothermal Optical Coherence Tomography of Anti-Angiogenic Treatment in the Mouse Retina Using Gold Nanorods as Contrast Agents.Translational vision science & technology · 2019Article
- Dynamic light scattering optical coherence tomography to probe motion of subcellular scatterers.Journal of biomedical optics · 2019Article
- Noninvasive Assessment of Corneal Crosslinking With Phase-Decorrelation Optical Coherence Tomography.Investigative ophthalmology & visual science · 2019Article
- Lens-free microscopy for 3D + time acquisitions of 3D cell culture.Scientific reports · 2018Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
Abstract
The mammary gland extracellular matrix (ECM) is comprised of biopolymers, primarily collagen I, that are created and maintained by stromal fibroblasts. ECM remodeling by fibroblasts results in changes in ECM fiber spacing (pores) that have been shown to play a critical role in the aggressiveness of breast cancer. However, minimally invasive methods to measure the spatial distribution of ECM pore areas within tissues and in vitro 3D culture models are currently lacking. We introduce diffusion-sensitive optical coherence tomography (DS-OCT) to image the nanoscale porosity of ECM by sensing weakly constrained diffusion of gold nanorods (GNRs). DS-OCT combines the principles of low-coherence interferometry and heterodyne dynamic light scattering. By collecting co- and cross-polarized light backscattered from GNRs within tissue culture, the ensemble-averaged translational self-diffusion rate, DT, of GNRs is resolved within ∼3 coherence volumes (10 × 5 μm, x × z). As GNRs are slowed by intermittent collisions with ECM fibers, DT is sensitive to ECM porosity on the size scale of their hydrodynamic diameter (∼46 nm). Here, we validate the utility of DS-OCT using pure collagen I gels and 3D mammary fibroblast cultures seeded in collagen/Matrigel, and associate differences in artificial ECM pore areas with gel concentration and cell seed density. Across all samples, DT was highly correlated with pore area obtained by scanning electron microscopy (R(2) = 0.968). We also demonstrate that DS-OCT can accurately map the spatial heterogeneity of layered samples. Importantly, DS-OCT of 3D mammary fibroblast cultures revealed the impact of fibroblast remodeling, where the spatial heterogeneity of matrix porosity was found to increase with cell density. This provides an unprecedented view into nanoscale changes in artificial ECM porosity over effective pore diameters ranging from ∼43 to 360 nm using a micron-scale optical imaging technique. In combination with the topical deposition of GNRs, the minimally invasive nature of DS-OCT makes this a promising technology for studying tissue remodeling processes.
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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.