Biology subjects

Wu, G.-H.

Publications and source records attributed to Wu, G.-H..

7 recordsLinked to original sources

bioRxiv2024

Cryogenic electron tomography and elemental analysis of mitochondrial granules in human retinal ganglion cells

Combining three-dimensional (3D) visualization with elemental analysis of vitrified cells can provide crucial insights into subcellular structures and elemental compositions in their native environments. We present a coordinated approach using cryogenic electron energy loss spectroscopy (cryoEELS) and cryogenic electron tomography (cryoET) to characterize the elemental distribution and ultrastructure of vitrified cells. We applied this method to examine calcium disposition in the mitochondria of cultured human retinal ganglion cells (RGCs) exposed to pro-calcifying conditions relevant to optic disc drusen pathology. Our cryoEELS analysis revealed mitochondrial granules with elevated calcium signals, offering direct evidence of mitochondrial calcification. Additionally, cryoET coupled with artificial intelligence-based analysis enabled quantification of the volume and spatial distribution of these calcium granules. This integrated workflow can be broadly applied to various cell types, facilitating the study of ultrastructure and elemental distribution in subcellular structures under diverse physiological and pathological conditions, as well as in response to therapeutic interventions.

biophysics↗

bioRxiv2024

CryoViT: Efficient Segmentation of Cryogenic Electron Tomograms with Vision Foundation Models

Cryogenic electron tomography (cryoET) directly visualizes subcellular structures in 3D at the nanometer scale. Quantitative analyses of cryoET data can reveal structural biomarkers of diseases, provide novel mechanistic insights, and inform the effects of treatments on phenotype. However, existing automated annotation approaches primarily focus on localizing molecular features with few methods accurately quantifying complex structures such as organelles. We address this challenge with CryoViT, a paradigm shift from traditional convolutional neural networks that leverages vision transformers to enhance the segmentation of large pleomorphic structures that can occupy almost the entire field of view in high-magnification images, such as mitochondria. CryoViT is powered by a large-scale vision foundation model and overcomes limitations of popular U-Net based methods, particularly when training data are scarce. We demonstrate the efficacy of CryoViT on a large cryoET dataset of neurons differentiated from iPSCs derived from Huntington disease (HD) patients and cultured HD mouse model neurons.

bioinformatics↗

bioRxiv2022

CryoET Reveals Organelle Phenotypes in Huntington Disease Patient iPSC-Derived and Mouse Primary Neurons

Huntingtons Disease (HD) is caused by an expanded CAG repeat in the huntingtin gene, yielding a Huntingtin protein with an expanded polyglutamine tract. Patient-derived induced pluripotent stem cells (iPSCs) can help understand disease; however, defining pathological biomarkers is challenging. Here, we used cryogenic electron tomography to visualize neurites in HD patient iPSC-derived neurons with varying CAG repeats, and primary cortical neurons from BACHD, deltaN17-BACHD, and wild-type mice. In HD models, we discovered mitochondria with enlarged granules and distorted cristae, and thin sheet aggregates in double membrane-bound organelles. We used artificial intelligence to quantify mitochondrial granules, and proteomics to show differential protein content in HD mitochondria. Knockdown of Protein Inhibitor of Activated STAT1 ameliorated aberrant phenotypes in iPSC-neurons and reduced phenotypes in BACHD neurons. We show that integrated ultrastructural and proteomic approaches may uncover early HD phenotypes to accelerate diagnostics and the development of targeted therapeutics for HD.

neuroscience↗

bioRxiv2022

New efficient intercellular spread mode of respiratory syncytial virus contributes to neutralization escape and persistence

There is no licensed vaccine or therapeutic antibody for respiratory syncytial virus (RSV). The induction of high-titer, potent neutralizing antibodies cannot completely inhibit breakthrough infection and enhanced respiratory disease (ERD), encouraging a focus on the relationship between virus intercellular spread and neutralizing antibodies. By blocking the known intercellular spread modes and with the aid of ultrahigh-resolution imaging, we observed a new efficient mode of intercellular spread in which RSV-infected cells directly transfer viral materials (including viral replication factories) to neighboring cells through protruding open-ended microfilament-rich intercellular nanotubes. The new mode is virion-independent and antibody-insensitive, beginning as early as 3 h post infection. Furthermore, replication-defective viral genomes (DVGs) might also utilize the new mode, facilitating the establishment of latent viral infections. Therefore, our data provide a new perspective on RSV cell-to-cell spread and might help to explain the immune escape and latent persistence of paramyxoviruses.

microbiology↗

bioRxiv2021

Previously uncharacterized rectangular bacteria in the dolphin mouth

Much remains to be explored regarding the diversity of uncultured, host-associated microbes. Here, we report the discovery of unusual rectangular bacterial structures (RBSs) in the mouths of bottlenose dolphins. DNA staining revealed multiple paired bands within RBSs that suggested cells dividing along the longitudinal axis. Cryogenic transmission electron microscopy and tomography revealed parallel membrane-bound segments, suspected to be cells, encapsulated by an S-layer-like periodic surface covering. RBSs displayed novel pilus-like appendages with bundles of threads splayed at the tips. Multiple lines of evidence suggested that RBSs are bacterial and distinct from the Neisseriaceae genera Simonsiella and Conchiformibius, with which they share similar morphology and division patterning, including genomic DNA sequencing of micromanipulated RBSs, 16S rRNA gene sequencing, and fluorescence in situ hybridization. Our findings highlight the diversity of novel microbial forms and lifestyles that await discovery and characterization using tools complementary to genomics such as microscopy.

microbiology↗

bioRxiv2020

Multi-Scale 3D Cryo-Correlative Microscopy for Vitrified Cells

Three-dimensional (3D) visualization of vitrified cells can uncover structures of subcellular complexes without chemical fixation or staining. Here, we present a pipeline integrating three imaging modalities to visualize the same specimen at cryogenic temperature at different scales: cryo-fluorescence confocal microscopy, volume cryo-focused ion beam scanning electron microscopy, and transmission cryo-electron tomography. Our proof-of-concept benchmark revealed the 3D distribution of organelles and subcellular structures in whole heat-shocked yeast cells, including the ultrastructure of protein inclusions that recruit fluorescently-labelled chaperone Hsp104. Since our workflow efficiently integrates imaging at three different scales and can be applied to other types of cells, it could be used for large-scale phenotypic studies of frozen-hydrated specimens in a variety of healthy and diseased conditions with and without treatments.

cell biology↗

bioRxiv2019

Depletion of intermediate filament IFB-1 negatively affects mobility and physiological function of mitochondria in C. elegans sensory neurons

Mitochondria and intermediate filament (IF) accumulations often occur during imbalanced axonal transport leading to various types of neurological diseases. It is still poorly understood whether a link between neuronal IFs and mitochondrial mobility exist. In C. elegans, among the 11 cytoplasmic IF family proteins, IFB-1 is of particular interest as it is expressed in a subset of sensory neurons. Depletion of IFB-1 leads to mild dye-filling and significant chemotaxis defects as well as reduced life span. Sensory neuron development is affected and mitochondria transport is slowed down leading to reduced densities of these organelles. Mitochondria tend to cluster in neurons of IFB-1 mutants likely dependent on fission but independent of fusion events. Oxygen consumption and mitochondrial membrane potential is measurably reduced in worms carrying mutations in the ifb-1 gene. Membrane potential also seems to play a role in transport such as FCCP treatment led to increased directional switching of mitochondria. Mitochondria colocalize with IFB-1 in worm neurons and appear in a complex with IFB-1 in pull-down assays. In summary, we propose a model in which neuronal intermediate filaments may serve as critical (transient) anchor points for mitochondria during their long-range transport in neurons for steady and balanced transport. Abstract Figure O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=117 SRC="FIGDIR/small/723205v3_ufig1.gif" ALT="Figure 1"> View larger version (32K): org.highwire.dtl.DTLVardef@1c6fc73org.highwire.dtl.DTLVardef@e7fd9aorg.highwire.dtl.DTLVardef@ba9742org.highwire.dtl.DTLVardef@20a9ed_HPS_FORMAT_FIGEXP M_FIG C_FIG SynopsisVarious neurological diseases are both associated with abnormal accumulations of neuronal intermediate filaments as well as mitochondria. Here, we report a link between these two phenomena employing the model organisms C. elegans. Depletion of neuronal intermediate filament IFB-1 impairs the transport of mitochondria in sensory neurons leading to clustered and accumulated mitochondria affecting neuronal growth and oxygen consumption in nematodes.

cell biology↗