ArticleIntegrative biology : quantitative biosciences from nano to macro2018
Dynamics of 3D carcinoma cell invasion into aligned collagen.
Article in Integrative biology : quantitative biosciences from nano to macro, 2018. 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.
- Glioblastoma Subtypes Exhibit Distinct Migration Mechanics and Immune Responses.Cancer research communications · 2026Article
- Review
- Cell-Extracellular Matrix Feedback Results in Spontaneous Cell Polarization and Heterogeneous Remodeling in 3D Isotropic and Aligned Discrete-Fiber Models of Cell-Mediated Remodeling.Cellular and molecular bioengineering · 2026Article
- Step-Ladder Bioprinting to Align Collagen Fibers for Anisotropic Tissue Fabrication.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- On-chip non-contact mechanical cell stimulation - quantification of SKOV-3 alignment to suspended microstructures.Heliyon · 2025Article
- Article
- The neuroendocrine transition in prostate cancer is dynamic and dependent on ASCL1.bioRxiv : the preprint server for biology · 2024Article
- Microengineering 3D Collagen Matrices with Tumor-Mimetic Gradients in Fiber Alignment.Advanced functional materials · 2024Article
- An entropy-based approach for assessing the directional persistence of cell migration.Biophysical journal · 2024Article
- Cell jamming in a collagen-based interface assay is tuned by collagen density and proteolysis.Journal of cell science · 2023Article
- Adhesion tunes speed and persistence by coordinating protrusions and extracellular matrix remodeling.Developmental cell · 2023Article
- Spatiotemporal analysis of glioma heterogeneity reveals COL1A1 as an actionable target to disrupt tumor progression.Nature communications · 2022Article
- Local extensional flows promote long-range fiber alignment in 3D collagen hydrogels.Biofabrication · 2022Article
- A Label-Free Segmentation Approach for Intravital Imaging of Mammary Tumor Microenvironment.Journal of visualized experiments : JoVE · 2022Article
- Multiphoton Microscopy Reveals DAPK1-Dependent Extracellular Matrix Remodeling in a Chorioallantoic Membrane (CAM) Model.Cancers · 2022Article
- Stromal architecture directs early dissemination in pancreatic ductal adenocarcinoma.JCI insight · 2022Article
- Directed invasion of cancer cell spheroids inside 3D collagen matrices oriented by microfluidic flow in experiment and simulation.PloS one · 2022Article
- Individual cells generate their own self-reinforcing contact guidance cues through local matrix fiber remodeling.PloS one · 2022Article
- Role of extracellular matrix architecture and signaling in melanoma therapeutic resistance.Frontiers in oncology · 2022Review
- Fabrication and characterization methods for investigating cell-matrix interactions in environments possessing spatial orientation heterogeneity.Acta biomaterialia · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Carcinoma cells frequently expand and invade from a confined lesion, or multicellular clusters, into and through the stroma on the path to metastasis, often with an efficiency dictated by the architecture and composition of the microenvironment. Specifically, in desmoplastic carcinomas such as those of the breast, aligned collagen tracks provide contact guidance cues for directed cancer cell invasion. Yet, the evolving dynamics of this process of invasion remains poorly understood, in part due to difficulties in continuously capturing both spatial and temporal heterogeneity and progression to invasion in experimental systems. Therefore, to study the local invasion process from cell dense clusters into aligned collagen architectures found in solid tumors, we developed a novel engineered 3D invasion platform that integrates an aligned collagen matrix with a cell dense tumor-like plug. Using multiphoton microscopy and quantitative analysis of cell motility, we track the invasion of cancer cells from cell-dense bulk clusters into the pre-aligned 3D matrix, and define the temporal evolution of the advancing invasion fronts over several days. This enables us to identify and probe cell dynamics in key regions of interest: behind, at, and beyond the edge of the invading lesion at distinct time points. Analysis of single cell migration identifies significant spatial heterogeneity in migration behavior between cells in the highly cell-dense region behind the leading edge of the invasion front and cells at and beyond the leading edge. Moreover, temporal variations in motility and directionality are also observed between cells within the cell-dense tumor-like plug and the leading invasive edge as its boundary extends into the anisotropic collagen over time. Furthermore, experimental results combined with mathematical modeling demonstrate that in addition to contact guidance, physical crowding of cells is a key regulating factor orchestrating variability in single cell migration during invasion into anisotropic ECM. Thus, our novel platform enables us to capture spatio-temporal dynamics of cell behavior behind, at, and beyond the invasive front and reveals heterogeneous, local interactions that lead to the emergence and maintenance of the advancing front.
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