Search bioRxiv⌕ Search

Biology subjects

Bharadwaj, P.

Publications and source records attributed to Bharadwaj, P..

4 recordsLinked to original sources

In vivo elastography of the human retina using light-evoked intrinsic actuation

The biomechanical properties of the retina govern its function, structural integrity, and susceptibility to disease, yet remain difficult to measure in vivo due to the lack of safe, spatially localized mechanical actuation. Here, we introduce a framework for probing retinal biomechanics in the living human eye by leveraging intrinsic optical actuation driven by phototransduction. Using phase-resolved optical coherence tomography with a local phase-referencing approach, we resolved signed, nanometer-scale displacements of the major outer retinal interfaces evoked by light. The resulting deformation field, originating in the photoreceptor outer segment, was distributed across retinal compartments in an eccentricity-dependent manner, with efficient axial transfer in the fovea and attenuated propagation in the parafovea. A hybrid analytical and finite-element framework was developed that retrieved the biomechanical properties of the retinal compartments based on their coordinated deformation and the anatomical variation in retinal structure versus eccentricity. In retinitis pigmentosa, the paradigm enabled the detection of light-evoked deformation in the transition zone despite the loss of native lamination, enabling a functional readout of the vulnerable photoreceptors at the leading edge of degeneration. Together, these results establish intrinsic optical stimulation as a basis for in vivo retinal elastography and enable the non-invasive, quantitative imaging of retinal biomechanics and function in the living human retina.

biophysics↗

MitoXRNet: Deep Learning-enabled 3D Segmentation of Mitochondria and Nucleus in Soft X-ray Tomograms

Mitochondrial morphology is crucial for cellular function, but large-scale analysis is limited by challenges in high-resolution imaging and segmentation. MitoXRNet, a compact 3D deep-learning model, efficiently segments mitochondria and nuclei from Soft X-ray Tomography data using multi-axis slicing, Sobel-based boundary enhancement, and combined BCE-Robust Dice loss. With 1.4M parameters, it achieves a Dice score of 73.8% on INS-1E cells, outperforming existing models. Automated analysis indicated that glucose induced larger mitochondria and higher matrix density, and that GIP and GKA induced smaller and denser mitochondria, highlighting previously unreported {beta}-cell mitochondrial remodeling. MitoXRNet allows for scalable profiling of organelle-level morpho-biophysical data. HighlightsO_LIA data-efficient method for 3D segmentation of mitochondria and nucleus from Soft X-ray tomograms. C_LIO_LIIncorporates domain-specific Sobel filter-based preprocessing to improve segmentation accuracy and quality under imperfect or noisy labels. C_LIO_LIEnables rapid and automated analysis of mitochondrial morphology, facilitating quantitative assessment of pharmacological effects on cellular ultrastructure. C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=168 SRC="FIGDIR/small/682919v2_ufig1.gif" ALT="Figure 1"> View larger version (43K): org.highwire.dtl.DTLVardef@8600f6org.highwire.dtl.DTLVardef@1a9230eorg.highwire.dtl.DTLVardef@13c6f09org.highwire.dtl.DTLVardef@9dc9f1_HPS_FORMAT_FIGEXP M_FIG C_FIG

cell biology↗

"Surviving and Thriving": Evidence for Cortical GABA Stabilization in Cognitively-Intact Oldest-Old Adults

Cortical GABA levels are reduced in older age; age-related differences in GABA may be associated with age-related cognitive change. The nature of age-related GABA differences in the highest-functioning stratum of the oldest-old (85+) population is not yet known. We extend our previously-reported Individual Participant Data Meta-Analysis of GABA levels (Porges et al., 2021) across the lifespan with four novel datasets sampling the cognitively-intact oldest-old. The slope of age-related GABA differences in cognitively-intact oldest-old adults flattens after roughly age 80. We interpret these findings as an effect of survivorship: inclusion in the study required intact cognition, and too great a reduction of GABA levels may not be compatible with neurophysiological function needed for intact cognition. This work contributes to a growing body of evidence suggesting that successful cognitive aging may require intact GABAergic function, as well as further characterizing successful aging amongst oldest-old adults.

neuroscience↗

Nanostructured Hydrotropes Caged Cytochrome c with Boosted Stability in Harsh Environments: A Molecular Insights

Green and nano-structured catalytic media are vital for bio-catalysis to attenuate the denaturation tendency of biocata-lysts under severe reaction conditions. Hydrotropes with multi-faceted physiochemical properties represent promising systems for sustainable protein packaging. Herein, the suitability of adenosine-5-triphosphate (ATP) and cholinium sa-licylate ([Cho][Sal]) ionic liquid (IL) to form nano-structures and to nano-confine Cytochrome c (Cyt c) were demonstrat-ed to enhance the stability and activity under multiple stressors. Experimental and computational analyses were under-taken to explain the nano-structured phenomenon of ATP and IL, structural organizations of nano-confined Cyt c, and site-specific interactions that stabilize the protein structure. Both ATP and IL form nano-structures in aqueous media and could cage Cyt c via multiple nonspecific soft interactions. Remarkably, the engineered molecular nano-cages of ATP (5-10 mM), IL (300 mg/mL), and ATP+IL surrounding Cyt c resulted in 9-to-72-fold higher peroxidase activity than native Cyt c with exceptionally high thermal tolerance (110oC). The polar interactions with the cardiolipin binding site of Cyt c, mediated by hydrotropes, were well correlated with the increased peroxidase activity. Furthermore, higher activity trends were observed in the presence of urea, GuHCl, and trypsin without any protein degradation. Specific binding of hy-drotropes in highly mobile regions of Cyt c ({Omega} 40-54 residues) and enhanced H-bonding with Lys and Arg offered excel-lent stability under extreme conditions. Additionally, ATP effectively counteracted reactive oxygen species (ROS)-induced denaturation of Cyt c, which was enhanced by the [Sal] counterpart of IL. Overall, this study explored the robustness of nano-structured hydrotropes to have a higher potential for protein packaging with improved stability and activity under extreme conditions. Thus, the present work highlights a novel strategy for real-time industrial bio-catalysis to protect mitochondrial cells from ROS-instigated apoptosis. SummarySuitability of ATP and [Cho][Sal] ionic liquid to form nanostructured hydrotropes and their utility in protein packaging in extreme conditions are discussed. Both ATP and IL form nanostructures in aqueous media and could cage Cyt c via multiple nonspecific soft interactions. The engineered molecular nanocages surrounding Cyt c resulted in 9-to-72-fold higher peroxidase activity than native Cyt c with exceptionally high thermal tolerance (110{degrees}C) and stability in the presence of urea, GuHCl, and trypsin without any protein degradation. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=133 SRC="FIGDIR/small/527166v3_ufig1.gif" ALT="Figure 1"> View larger version (55K): org.highwire.dtl.DTLVardef@167eb39org.highwire.dtl.DTLVardef@183fa44org.highwire.dtl.DTLVardef@1a38f57org.highwire.dtl.DTLVardef@117d203_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗