Fiber alignment alone is insufficient to predict cellular contact guidance responses in engineered 3D collagen hydrogels
Esmaili, P.; Elias, T. M.; Joshi, I. M.; Simon, R. A.; De Silva, D.; Farajollahi, S.; Harris, O. M.; Brown, E. B.; Abhyankar, V. V.
Show abstract
In breast cancer, collagen fiber alignment and the second harmonic generation forward-to-backward ratio (F/B), an optical measurement sensitive to fibril-scale organization within collagen fibers, have each been associated with metastatic outcome. Although both are measured at the tumor-stromal interface, in vitro studies have largely examined them separately, because experimental systems have not allowed the two to be varied independently. To address this technical gap, we used a microfluidic biofabrication approach to generate paired aligned and unaligned regions within 3D collagen hydrogels via extensional strain and varied measured F/B across gels by changing the pre-gel pH. The resulting library covered alignment values reported in breast tumors and F/B values associated with poorer metastatic outcome in invasive ductal carcinoma at matched matrix stiffness, pore diameter, and fiber fraction. In MDA-MB-231 cells, alignment biased migration along the fiber axis without changing migration speed, as expected, but the magnitude of the contact guidance response varied with measured F/B. In contrast, MCF-7 cells showed little overall contact guidance, yet migrated ~30% faster in high F/B than low F/B gels in both aligned and unaligned regions. Together, these results show that cells migrated differently in matrices with similar fiber alignment. Thus, including measured F/B may provide additional information to help anticipate how cells migrate in collagen environments that appear similar based on alignment alone.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- 3D Microwell Platforms for Control of Single Cell 3D Geometry and Intracellular Organization 94%
- Empowering High Throughput Screening of 3D Models: Automated Dispensing of Cervical and Endometrial Cancer Cells 92%
- The combined influence of viscoelastic and adhesive cues on fibroblast spreading and focal adhesion formation 92%
Similar papers in this journal
- Controlled tumor heterogeneity in a co-culture system by 3D bio-printed tumor-on-chip model 93%
- Towards a More Objective and High-throughput Spheroid Invasion Assay Quantification Method 93%
- Method for in vivo assessment of cancer tissue inhomogeneity and accurate histology-like morphological segmentation based on Optical Coherence Elastography 93%
Similar papers in this journal
- Rapid fabrication of collagen bundles mimicking tumor-associated collagen signatures 94%
- Multidirectional alignment of collagen fibers to guide cell orientation in 3D-printed tissue 94%
- Chondroitin sulfate, dermatan sulfate, and hyaluronic acid differentially modify the biophysical properties of collagen-based hydrogels 93%
Similar papers in this journal
- Zonal Patterning of Extracellular Matrix and Stromal Cell Populations Along a Perfusable Cellular Microchannel 93%
- Continuously perfusable, customisable and matrix-free vasculature on a chip platform. 93%
- High-throughput microfluidic micropipette aspiration device to probe time-scale dependent nuclear mechanics in intact cells 92%
Similar papers in this journal
- Development of a Synthetic Hydrogel to Foster Microvascularization of an Endometriosis Microphysiological System 94%
- Genipin-Crosslinked, Silane-Anchored 3D Tumor-Stroma Microtissues for High-Content On-Chip Drug Testing 93%
- A versatile microfluidic extrusion-based hydrogel platform for self-organization and long-term maintenance of engineered 3D lymphatic endothelium 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.