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Biology subjects

Manley, S.

Publications and source records attributed to Manley, S..

6 recordsLinked to original sources

Design Principles for Autonomous Illumination Control in Localization Microscopy

Super-resolution fluorescence microscopy improves spatial resolution, but this comes at a loss of image throughput and presents unique challenges in identifying optimal acquisition parameters. Microscope automation routines can offset these drawbacks, but thus far have required user inputs that presume a priori knowledge about the sample. Here, we develop a flexible illumination control system for localization microscopy comprised of two interacting components that require no sample-specific inputs: a self-tuning controller and a deep learning molecule density estimator that is accurate over an extended range. This system obviates the need to fine-tune parameters and demonstrates the design of modular illumination control for localization microscopy.

biophysics

Constriction rate modulation can drive cell size control and homeostasis in C. crescentus

Rod-shaped bacteria typically grow first via sporadic and dispersed elongation along their lateral walls, then via a combination of zonal elongation and constriction at the division site to form the poles of daughter cells. Although constriction comprises up to half of the cell cycle, its impact on cell size control and homeostasis has rarely been considered. To reveal the roles of cell elongation and constriction in bacterial size regulation during cell division, we captured the shape dynamics of Caulobacter crescentus with time-lapse structured illumination microscopy and used molecular markers as cell-cycle landmarks. We perturbed constriction rate using a hyperconstriction mutant or fosfomycin inhibition. We report that constriction rate contributes to both size control and homeostasis, by determining elongation during constriction, and by compensating for variation in pre-constriction elongation on a single-cell basis.

biophysics

Influenza A viruses use multivalent sialic acid clusters for cell binding and receptor activation

Influenza A virus (IAV) binds its host cell using the major viral surface protein hemagglutinin (HA). HA recognizes sialic acid, a plasma membrane glycan that functions as the specific primary attachment factor (AF). Since sialic acid alone cannot fulfill a signaling function, the virus needs to activate downstream factors to trigger endocytic uptake. Recently, the epidermal growth factor receptor (EGFR), a member of the receptor-tyrosine kinase family, was shown to be activated by and transmit IAV entry signals. However, how IAV engages and activates EGFR remains largely unclear.\n\nWe used multicolor super-resolution microscopy to study the lateral organization of both IAV attachment factors and its functional receptor at the scale of the IAV particle. Intriguingly, quantitative cluster analysis revealed that AF and EGFR are organized in partially overlapping submicrometer clusters in the apical plasma membrane of A549 cells. Within AF domains, which are distinct from microvilli, the local AF concentration, a parameter that directly influences virus-cell binding, reaches on average 10-fold the background concentration and tends to increase towards the cluster center, thereby representing a multivalent virus-binding platform. Using our experimentally measured cluster characteristics, we simulated virus diffusion on a membrane, revealing that the distinct mobility pattern of IAVs is dominated by the local AF concentration, consistent with live cell single-virus tracking data. In contrast to AF, EGFR resides in clusters of rather low molecular density. Virus binding activates EGFR, but interestingly, this process occurs without a major lateral EGFR redistribution, instead relying on activation of pre-formed clusters, which we show are long-lived.\n\nTaken together, our results provide a quantitative understanding of the initial steps of influenza virus infection. Co-clustering of AF and EGFR permit a cooperative effect of binding and signaling at specific platforms, and thus we relate their spatial organization to their functional role during virus-cell binding and receptor activation.\n\nAuthor SummaryThe plasma membrane is the major interface between a cell and its environment. It is a complex and dynamic organelle that needs to protect as a barrier but also process subtle signals into and out of the cell. For IAV, an enveloped virus, it represents a major obstacle that it needs to overcome during infection as well as the site for the assembly of progeny virus particles. However, the organisation of the plasma membrane in particular the sites of virus interaction at the scale of an infecting particle (length scales < 100 nm) remains largely unknown.\n\nSialic acids serve as IAV attachment factors but are not able to transmit signals across the plasma membrane. Receptor tyrosine kinases were identified to be activated upon virus binding and serve as functional receptor. How IAV engages and activates its functional receptors still remains speculative. Here we use super resolution microscopy to study the lateral organization as well as the functional relationship of plasma membrane-bound molecules involved in IAV infection. We find that molecules are organized in submicrometer nanodomains and, in combination with virus diffusion simulations, present a mechanistic view for how IAV first engages with AFs in the plasma membrane to then engage and trigger entry-associated membrane receptors.

microbiology

Membrane bending energy and tension govern mitochondrial division

During mitochondrial fission, key molecular and cellular factors assemble on the outer mitochondrial membrane, where they coordinate to generate constriction. Constriction sites can eventually divide, or reverse upon disassembly of the machinery. However, a role for membrane tension in mitochondrial fission, although speculated, has remained undefined. We captured the dynamics of constricting mitochondria in mammalian cells using live-cell structured illumination microscopy (SIM). By analyzing the diameters of tubules that emerge from mitochondria and implementing a fluorescence lifetime-based mitochondrial membrane tension sensor, we discovered that mitochondria are indeed under tension. Under perturbations that reduce mitochondrial tension, constrictions initiate at the same rate, but are less likely to divide. We propose a model based on our estimates of mitochondrial membrane tension and bending energy in living cells which accounts for the observed probability distribution for mitochondrial constrictions to divide.

biophysics

Multicolor single particle reconstruction of protein complexes

Single-particle reconstruction (SPR) from electron microscopy images is widely used in structural biology, but lacks direct information on protein identity. To address this limitation, we developed a computational and analytical framework that reconstructs and co-aligns multiple proteins from 2D super-resolution fluorescence images. We demonstrate our method by generating multi-color 3D reconstructions of several proteins within the human centriole and procentriole, revealing their relative locations, dimensions and orientations.

cell biology

Single-molecule dynamics and genome-wide transcriptomics reveal that NF-kB (p65)-DNA binding times can be decoupled from transcriptional activation

Transcription factors (TFs) regulate gene expression in both prokaryotes and eukaryotes by recognizing and binding to specific DNA promoter sequences. In higher eukaryotes, it remains unclear how the duration of TF binding to DNA relates to downstream transcriptional output. Here, we address this question for the transcriptional activator NF-{kappa}B (p65), by live-cell single molecule imaging of TF-DNA binding kinetics and genome-wide quantification of p65-mediated transcription. We used mutants of p65, perturbing either the DNA binding domain (DBD) or the protein-protein transactivation domain (TAD). We found that p65-DNA binding time was predominantly determined by its DBD and directly correlated with its transcriptional output as long as the TAD is intact. Surprisingly, mutation or deletion of the TAD did not modify p65-DNA binding stability, suggesting that the p65 TAD generally contributes neither to the assembly of an \"enhanceosome,\" nor to the active removal of p65 from putative specific binding sites. However, TAD removal did reduce p65-mediated transcriptional activation, indicating that protein-protein interactions act to translate the long-lived p65-DNA binding into productive transcription.\n\nAuthor SummaryTo control transcription of a certain gene or a group of genes, both eukaryotes and prokaryotes express specialized proteins, transcription factors (TFs). During gene activation, TFs bind gene promotor sequences to recruit the transcriptional machinery including DNA polymerase II. TFs are often multi-subunit proteins containing a DNA-binding domain (DBD) as well as a protein-protein interaction interface. It was suggested that the duration of a TF-DNA binding event 1) depends on these two subunits and 2) dictates the outcome, i.e. the amount of mRNA produced from an activated gene. We set out to address these hypotheses using the transcriptional activator NF-{kappa}B (p65) as well as a number of mutants affecting different functional subunits. Using a combination of live-cell microscopy and RNA sequencing, we show that p65 DNA-binding time indeed correlates with the transcriptional output, but that this relationship depends on, and hence can be uncoupled by altering, the protein-protein interaction capacity. Our results suggest that, while p65 DNA binding times are dominated by the DBD, a transcriptional output can only be achieved with a functional protein-protein interaction subunit.

genetics