ArticleBiophysical journal2019
Revealing Nanoscale Morphology of the Primary Cilium Using Super-Resolution Fluorescence Microscopy.
Article in Biophysical journal, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 27 citations in OpenAlex.
- Automated segmentation of soft X-ray tomography: Native cellular structure with submicron resolution at high-throughput for whole-cell quantitative imaging in yeast.Molecular biology of the cell · 2025Article
- Advances in Imaging Techniques for Mammalian/Human Ciliated Cell's Cilia: Insights into Structure, Function, and Dynamics.Biology · 2025Review
- Dense, Continuous Membrane Labeling and Expansion Microscopy Visualization of Ultrastructure in Tissues.bioRxiv : the preprint server for biology · 2024Article
- Extracting nanoscale membrane morphology from single-molecule localizations.Biophysical journal · 2023Article
- Single-molecule imaging in the primary cilium.Methods in cell biology · 2023Article
- Nanometer-scale distribution of PD-1 in the melanoma tumor microenvironment.Journal of radiology and oncology · 2023Article
- PYMEVisualize: an open-source tool for exploring 3D super-resolution data.Nature methods · 2021Article
- Thm2 interacts with paralog, Thm1, and sensitizes to Hedgehog signaling in postnatal skeletogenesis.Cellular and molecular life sciences : CMLS · 2021Article
- Signaling in the primary cilium through the lens of the Hedgehog pathway.Wiley interdisciplinary reviews. Developmental biology · 2020Review
- Super-resolution Microscopy with Single Molecules in Biology and Beyond-Essentials, Current Trends, and Future Challenges.Journal of the American Chemical Society · 2020Review
- T-Plastin reinforces membrane protrusions to bridge matrix gaps during cell migration.Nature communications · 2020Article
- Novel fibrillar structure in the inversin compartment of primary cilia revealed by 3D single-molecule superresolution microscopy.Molecular biology of the cell · 2020Article
- A Comparison of the Primary Sensory Neurons Used in Olfaction and Vision.Frontiers in cellular neuroscience · 2020Review
- Defining the layers of a sensory cilium with STORM and cryoelectron nanoscopy.Proceedings of the National Academy of Sciences of the United States of America · 2019Article
- Topologically-guided continuous protein crystallization controls bacterial surface layer self-assembly.Nature communications · 2019Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
Super-resolution (SR) microscopy has been used to observe structural details beyond the diffraction limit of ∼250 nm in a variety of biological and materials systems. By combining this imaging technique with both computer-vision algorithms and topological methods, we reveal and quantify the nanoscale morphology of the primary cilium, a tiny tubular cellular structure (∼2-6 μm long and 200-300 nm in diameter). The cilium in mammalian cells protrudes out of the plasma membrane and is important in many signaling processes related to cellular differentiation and disease. After tagging individual ciliary transmembrane proteins, specifically Smoothened, with single fluorescent labels in fixed cells, we use three-dimensional (3D) single-molecule SR microscopy to determine their positions with a precision of 10-25 nm. We gain a dense, pointillistic reconstruction of the surfaces of many cilia, revealing large heterogeneity in membrane shape. A Poisson surface reconstruction algorithm generates a fine surface mesh, allowing us to characterize the presence of deformations by quantifying the surface curvature. Upon impairment of intracellular cargo transport machinery by genetic knockout or small-molecule treatment of cells, our quantitative curvature analysis shows significant morphological differences not visible by conventional fluorescence microscopy techniques. Furthermore, using a complementary SR technique, two-color, two-dimensional stimulated emission depletion microscopy, we find that the cytoskeleton in the cilium, the axoneme, also exhibits abnormal morphology in the mutant cells, similar to our 3D results on the Smoothened-measured ciliary surface. Our work combines 3D SR microscopy and computational tools to quantitatively characterize morphological changes of the primary cilium under different treatments and uses stimulated emission depletion to discover correlated changes in the underlying structure. This approach can be useful for studying other biological or nanoscale structures of interest.
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