Biology subjects

Hobson, C. M.

Publications and source records attributed to Hobson, C. M..

10 recordsLinked to original sources

bioRxiv2026

Losing the split ends: unraveling the mechanisms of fiber branching during blood clot formation

The coagulation cascade generates a three-dimensional fibrin gel that seals wounds and prevents the loss of blood. Extensive research has defined the structural and mechanical characteristics of fibrin gels and the various biochemical, physiological, and pathological factors that alter those properties. However, there has been no direct visualization of fibrin polymerization with the spatial and temporal resolution to characterize the fibrin branching process. Thus, a mechanistic explanation for the origins of fibrin structures remains unresolved, with several hypothesized models for how fibrin branching occurs. Using SimView light-sheet microscopy, we captured videos of fibrin fibers forming junctions and gelling. Results: We observed four distinct pathways for fibrin fibers to interact and bind, all predicated on the observation that tumbling and diffusing fibers collide and stick together. Branching occurred due to the binding of mature fibers, not through the splitting of fibers or through the lateral association of small fibrin oligomers (protofibrils), as had been previously hypothesized. Diffusion simulations of rod-like fibers confirmed the branching mechanisms, the relative frequency of the various binding pathways, and the distribution of fiber angles after binding. Scanning Electron Microscopy (SEM) imaging also corroborated the relative frequency of various types of fibrin junctions. Moreover, SEM enabled the visualization of junctions at different timepoints, demonstrating that additional fibrin strands adhere to the initial binding site, strengthening the interaction. These results establish a mechanistic framework for fibrin branching and gel formation and define an innovative experimental approach for future interrogations of fibrin polymerization.

biophysics↗

bioRxiv2026

vFLIM: Machine Learning-enabled Light Sheet Fluorescence Lifetime Imaging

The lifetime of fluorescent molecules provides an orthogonal readout to fluorescence intensity, opening experimental possibilities of measuring changes in local molecular environments, mechanical tension, and metabolism, among other factors. These changes are best studied live and in vivo; however, limitations of slow imaging speeds, high phototoxicity, and increased data size and complexity have significantly impeded progress on this front. Here, we present a complete and transferable pipeline consisting of a light sheet FLIM microscope and an accompanying machine learning model for data processing that renders long-term and/or high-speed volumetric FLIM (vFLIM) tractable in living systems. We benchmark this pipeline across several biological use cases, model systems, lifetime ranges, and spatiotemporal scales, showcasing a suite of possibilities that our workflow enables. This comprehensive pipeline from imaging to analysis is a crucial step forward towards disseminating the power of live vFLIM to the broader bioimaging community.

bioengineering↗

bioRxiv2026

Myo1e/f regulate phagocytic podosomes to promote efficient cup closure in macrophages

Phagocytosis requires coordinated remodeling of the actin cytoskeleton to generate protrusive and contractile forces that drive target engulfment. Class I myosins Myo1e and Myo1f (Myo1e/f) have been implicated in linking the plasma membrane to the actin network, but their specific roles during Fc-receptor-mediated phagocytosis remain unclear. Using CRISPR-edited RAW 264.7 macrophages lacking Myo1e and Myo1f, we show that double knockout (dKO) cells exhibit markedly reduced uptake of IgG-coated beads, a phenotype that is partially rescued by re-expression of either myosin. Lattice-light-sheet and confocal imaging revealed distinct F-actin architectures corresponding to the various stages of cup progression, including basal podosome-like adhesions, individual phagocytic podosomes (actin teeth) along the rim of the cup, and a contractile phagocytic ring formed by the reorganization of podosomes into a higher-order network. In Myo1e/f- deficient cells, podosome formation was diminished, actin teeth were largely absent, and the phagocytic ring formed prematurely, which was often accompanied by stalled cup progression and repeated engulfment attempts. Myo1e/f localized both to podosomes and to the inner surface of the phagocytic ring, non-muscle myosin II (NM2) localized to the outer surface, and the absence of Myo1e/f correlated with the diffuse distribution of NM2. In addition, Myo1e/f-deficient macrophages exhibited increased trogocytosis of antibody-opsonized HL-60 cells, indicating a shift from whole-target engulfment toward partial target ingestion. These results suggest that Myo1e/f coordinate spatial and temporal transitions between protrusive and contractile actin networks, thereby ensuring efficient phagocytic cup progression. Our findings highlight a dual role for Myo1e/f in adhesion regulation and force balance during macrophage phagocytosis.

cell biology↗

bioRxiv2026

Adapting Upright Light Sheet Fluorescence Microscopy for Imaging at Air-Liquid Interface

Light sheet fluorescence microscopy (LSFM) is increasingly appreciated as the gold standard for gentle, volumetric imaging with fast acquisition speeds and/or long imaging durations. However, the often-constrained sample space of these microscopes has precluded a specific class of biological specimens from being studied with these tools: those requiring an air-liquid interface (ALI). Here, we present a device for robust imaging at ALI on an upright light sheet microscope with dipping objectives. We demonstrate the system using three relevant use-cases: ex vivo embryonic mouse salivary glands, human epidermal equivalent cultures, and in vivo adult Drosophila melanogaster brains. While the device presented is engineered for one specific light sheet microscope design, it provides a blueprint for easy adaptation to other systems. In doing so, it can potentially spur the use of LSFM for model systems that have so far been unable to take advantage of this powerful technology.

bioengineering↗

bioRxiv2025

HD2Net: A Deep Learning Framework for Simultaneous Denoising and Deaberration in Fluorescence Microscopy

Fluorescence microscopy is essential for biological research, offering high-contrast imaging of microscopic structures. However, the quality of these images is often compromised by optical aberrations and noise, particularly in low signal-to-noise ratio (SNR) conditions. While adaptive optics (AO) can correct aberrations, it requires costly hardware and slows down imaging; whereas current denoising approaches boost the SNR but leave out the aberration compensation. To address these limitations, we introduce HD2Net, a deep learning framework that enhances image quality by simultaneously denoising and suppressing the effect of aberrations without the need for additional hardware. Building on our previous work, HD2Net incorporates noise estimation and aberration removal modules, effectively restoring images degraded by noise and aberrations. Through comprehensive evaluation of synthetic phantoms and biological data, we demonstrate that HD2Net outperforms existing methods, significantly improving image resolution and contrast. This framework offers a promising solution for enhancing biological imaging, particularly in challenging aberrating and low-light conditions.

bioengineering↗

bioRxiv2020

Nuclear deformation causes DNA damage by increasing replication stress

Cancer metastasis, i.e., the spreading of tumor cells from the primary tumor to distant organs, is responsible for the vast majority of cancer deaths. In the process, cancer cells migrate through narrow interstitial spaces substantially smaller in cross-section than the cell. During such confined migration, cancer cells experience extensive nuclear deformation, nuclear envelope rupture, and DNA damage. The molecular mechanisms responsible for the confined migration-induced DNA damage remain incompletely understood. While in some cell lines, DNA damage is closely associated with nuclear envelope rupture, we show that in others, mechanical deformation of the nucleus is sufficient to cause DNA damage, even in the absence of nuclear envelope rupture. This deformation-induced DNA damage, unlike nuclear envelope rupture-induced DNA damage, occurs primarily in S/G2 phase of the cell cycle and is associated with replication forks. Nuclear deformation, resulting from either confined migration or external cell compression, increases replication stress, possibly by increasing replication fork stalling, providing a molecular mechanism for the deformation-induced DNA damage. Thus, we have uncovered a new mechanism for mechanically induced DNA damage, linking mechanical deformation of the nucleus to DNA replication stress. This mechanically induced DNA damage could not only increase genomic instability in metastasizing cancer cells, but could also cause DNA damage in non-migrating cells and tissues that experience mechanical compression during development, thereby contributing to tumorigenesis and DNA damage response activation.

cell biology↗

bioRxiv2020

Combined Selective Plane Illumination Microscopy and FRAP maps intranuclear diffusion of NLS-GFP

Since its initial development in 1976, fluorescence recovery after photobleaching (FRAP) has been one of the most popular tools for studying diffusion and protein dynamics in living cells. Its popularity is derived from the widespread availability of confocal microscopes and the relative ease of the experiment and analysis. FRAP, however, is limited in its ability to resolve spatial heterogeneity. Here, we combine selective plane illumination microscopy (SPIM) and FRAP to create SPIM-FRAP, wherein we use a sheet of light to bleach a 2D plane and subsequently image the recovery of the same image plane. This provides simultaneous quantification of diffusion or protein recovery for every pixel in a given 2D slice, thus moving FRAP measurements beyond these previous limitations. We demonstrate this technique by mapping intranuclear diffusion of NLS-GFP in live MDA-MB-231 cells; SPIM-FRAP proves to be an order of magnitude faster than fluorescence correlation spectroscopy (FCS) based techniques for such measurements. We observe large length-scale (> ~500 nm) heterogeneity in the recovery times of NLS-GFP, which is validated against simulated data sets. 2D maps of recovery times were correlated with fluorescence images of H2B to address conflicting literature on the role of chromatin in diffusion of small molecules. We observed no correlation between histone density and diffusion. We developed a diffusion simulation for our SPIM-FRAP experiments to compare across techniques; our measured diffusion coefficients are on the order of previously reported results, thus validating the quantitative accuracy of SPIM-FRAP relative to well-established methods. With the recent rise of accessibility of SPIM systems, SPIM-FRAP is set to provide a simple and quick means of quantifying the spatial distribution of protein recovery or diffusion in living cells. Statement of SignificanceWe developed selective plane illumination microscopy combined with fluorescence recovery after photobleaching (SPIM-FRAP) to perform simultaneous FRAP measurements for each pixel in a 2D slice. This technique has the potential to be implemented on almost any light sheet microscope with minimal software development. FRAP studies were previously unable to resolve spatial heterogeneity and FCS techniques require minute-long acquisition times; SPIM-FRAP remedies both of these issues by generating FRAP-based diffusion maps in 4 seconds. This technique can easily be expanded to 3D by photobleaching a single plane and performing light sheet volumetric imaging, which has the benefits of minimal photobleaching and phototoxicity for studying long-term protein turnover. Furthermore, SPIM-FRAP of slowly-recovering structures enables characterization of spatial distortions to measure intracellular stresses.

biophysics↗

bioRxiv2020

Correlating nuclear morphology and external force with combined atomic force microscopy and light sheet imaging separates roles of chromatin and lamin A/C in nuclear mechanics

Nuclei are constantly under external stress - be it during migration through tight constrictions or compressive pressure by the actin cap - and the mechanical properties of nuclei govern their subsequent deformations. Both altered mechanical properties of nuclei and abnormal nuclear morphologies are hallmarks of a variety of disease states. Little work, however, has been done to link specific changes in nuclear shape to external forces. Here, we utilize a combined atomic force microscope and light sheet microscope (AFM-LS) to show SKOV3 nuclei exhibit a two-regime force response that correlates with changes in nuclear volume and surface area, allowing us to develop an empirical model of nuclear deformation. Our technique further decouples the roles of chromatin and lamin A/C in compression, showing they separately resist changes in nuclear volume and surface area respectively; this insight was not previously accessible by Hertzian analysis. A two-material finite element model supports our conclusions. We also observed that chromatin decompaction leads to lower nuclear curvature under compression, which is important for maintaining nuclear compartmentalization and function. The demonstrated link between specific types of nuclear morphological change and applied force will allow researchers to better understand the stress on nuclei throughout various biological processes.

biophysics↗

bioRxiv2019

Combined Atomic Force Microscope and Volumetric Light Sheet System for Mechanobiology

The central goals of mechanobiology are to understand how cells generate force and how they respond to environmental mechanical stimuli. A full picture of these processes requires high-resolution, volumetric imaging with time-correlated force measurements. Here we present an instrument that combines an open-top, single-objective light sheet fluorescence microscope with an atomic force microscope (AFM), providing simultaneous volumetric imaging with high spatiotemporal resolution and high dynamic range force capability (10 pN - 100 nN). With this system we have captured lysosome trafficking, vimentin nuclear caging, and actin dynamics on the order of one second per volume. To showcase the unique advantages of combining Line Bessel light sheet imaging with AFM, we measured the forces exerted by a macrophage during Fc{gamma}R-mediated phagocytosis while performing both sequential two-color, fixed plane and volumetric imaging of F-actin. This unique instrument allows for a myriad of novel studies investigating the coupling of cellular dynamics and mechanical forces.

biophysics↗

bioRxiv2019

VIEW-MOD: A Versatile Illumination Engine With a Modular Optical Design for Fluorescence Microscopy

We developed VIEW-MOD (Versatile Illumination Engine With a Modular Optical Design): a compact, multi-modality microscope, which accommodates multiple illumination schemes including variable angle total internal reflection, point scanning and vertical/horizontal light sheet. This system allows combining and flexibly switching between different illuminations and imaging modes by employing three electrically tunable lenses and two fast-steering mirrors. This versatile optics design provides control of 6 degrees of freedom of the illumination source (3 translation, 2 tilt, and beam shape) plus the axial position of the imaging plane. We also developed standalone software with an easy-to-use GUI to calibrate and control the microscope. We demonstrate the applications of this system and software in biosensor imaging, optogenetics and fast 3D volume imaging. This system is ready to fit into complex imaging circumstances requiring precise control of illumination and detection paths, and has a broad scope of usability for a myriad of biological applications.

bioengineering↗