Biology subjects

Ge, X.

Publications and source records attributed to Ge, X..

At least 19 recordsLinked to original sources

bioRxiv2026

Adaptive introgression in Tibetans spans focal and distributed architectures

The Denisovan-derived EPAS1 haplotype is a paradigmatic example of adaptive introgression, but whether archaic ancestry contributed beyond such large-effect loci remains unclear. We analyzed genomes from 1,039 Tibetans, Han Chinese, archaic hominins and ancient Tibetan Plateau individuals. Denisovan-derived adaptive variation was highly localized around EPAS1, whereas Neanderthal-derived variation was distributed across the genome; temporal and elevational patterns reinforced this contrast. Despite individual-level heterogeneity, Neanderthal-introgressed gene repertoires repeatedly converged on immune, metabolic and signal-transduction pathways. A Tibetan-enriched Neanderthal PPARGC1A haplotype was associated with lower fasting glucose and showed concordant support from an independent East Asian type 2 diabetes GWAS. These findings reveal that adaptive introgression can contribute to complex human adaptation through functionally convergent combinations of archaic variants, rather than only through shared large-effect haplotypes.

evolutionary biology↗

bioRxiv2026

Molecular mechanism of IF1- and IF2-driven translation initiation in bacteria

Bacterial translation initiation is a highly regulated process essential for accurate start codon selection and the assembly of an elongation-competent ribosome. Two initiation factors, 1 (IF1) and 3 (IF3), contribute to quality control for formation of 30S preinitiation complex (30S PIC), while the GTPase IF2 facilitates stable initiator tRNA binding and promotes subunit association. However, the molecular mechanism of IF1 action and the regulatory role of IF2-mediated GTP hydrolysis and inorganic phosphate (Pi) release remain poorly understood. Using ensemble cryo-EM integrated with fast-kinetics, we delineate the translation initiation pathway involving IF1 and IF2. We show that IF1 transiently associates with the 30S subunit and interferes with the formation of multiple inter-subunit bridges. IF2 promotes subunit association by stabilizing the 30S PIC through interactions mediated by its N-terminal domains. IF1 departure happens after or concomitant with GTP hydrolysis, following which the inter-subunit bridges establish. Then Pi release triggers remodeling of IF2 followed by its departure from the 70S initiation complex. These findings reveal how the coordinated interplay of IF1 and IF2 with the ribosome ensures translational fidelity and plays crucial role for formation of elongation-competent 70S.

biochemistry↗

bioRxiv2026

Spatiotemporal biogenesis of thylakoid membranes in the green alga Chlamydomonas reinhardtii

Thylakoid membranes are essential for oxygenic photosynthesis, yet the mechanisms underlying their spatial and temporal biogenesis remain poorly understood. Here, using a light-induced membrane regeneration system in Chlamydomonas reinhardtii, we generate a time-resolved map of thylakoid formation and photosynthetic complex assembly at unprecedented spatial and temporal resolution by integrating super-resolution fluorescence microscopy, cryo-electron tomography, proteomics, and spectroscopy. We show that thylakoid biogenesis is globally distributed and multipolar, with new membrane formation occurring at multiple sites across the chloroplast, including regions adjacent to the inner envelope membranes in both basal and lobe regions. We identify F-ATP synthase storage membranes and map the redistribution of translating ribosomes from T-zone enrichment to a chloroplast-wide distribution at early stages of thylakoid formation, consistent with decentralized synthesis of photosynthetic complexes. We further delineate the hierarchical assembly of photosystem supercomplexes, starting with formation of reaction centers. Together, these findings refine the spatial organization of photosynthetic membrane biogenesis and establish a unified spatiotemporal framework linking thylakoid formation, translational activation, and functional maturation, providing a mechanistic basis for plastid engineering to enhance photosynthetic efficiency.

Cell Biology↗

bioRxiv2026

Physics-driven self-supervised learning for quantitative high-fidelity structured illumination microscopy

Structured illumination microscopy (SIM) enables rapid, long-term super-resolution (SR) imaging of live-cell dynamics. However, although current state-of-the-art (SOTA) SIM reconstruction methods achieve high-fidelity structural SR, they consistently lack reliable intensity quantification, restricting their use in quantitative biology. Here, we develop qHiFi-SIM, a physics-driven self-supervised learning framework for quantitative high-fidelity SR-SIM imaging. By leveraging the wide-field image as a physical intensity reference, our approach enables self-supervised training without reliance on SR data with ground-truth intensity. qHiFi-SIM achieves high structural fidelity (structural similarity, SSIM > 0.95) with a twofold resolution enhancement, while maintaining excellent intensity linearity (coefficient of determination, R{superscript 2} > 0.99). It also exhibits strong transferability across diverse SIM setups and typical samples, and is compatible with SOTA SIM algorithms, enabling direct quantitative correction of their intensity deviations without retraining. We demonstrate the unique advantages of qHiFi-SIM for live-cell quantitative visualization of mitochondrial structure, intensity, and membrane potential dynamics, as well as for high-fidelity SIM-FRET (Forster resonance energy transfer) functional imaging. We anticipate that qHiFi-SIM will serve as a practical tool for SR structural visualization and quantitative functional imaging in live cells.

Cell Biology↗

bioRxiv2026

The Logic of Thalamic Inputs onto the Molecular Taxonomy of Cortical Neurons Reveals a Visual Hierarchy

The hierarchical organization of sensory cortices and the rich molecular taxonomy of their cell types are defining features of the mammalian cortex. Cortical areas along this hierarchy are reciprocally connected via the thalamus through bottom-up and top-down projections. The logic through which these projections map onto the cellular taxonomy of the cortex is, however, poorly understood. Here we combine an anterograde transsynaptic tracer with spatial transcriptomics to reveal the molecular and spatial identity of mouse visual cortical neurons downstream of thalamic starter neurons across visual cortical areas. Distinct thalamic inputs target characteristic sets of molecularly defined cortical neurons, forming bottom-up or top-down "signatures" defined by cell-type composition and the ratio of GABAergic to glutamatergic neurons. These signatures reveal a hierarchy spanning thalamic nuclei and visual cortical areas, independently predicted by the molecular and cellular similarities between cortical areas. This work uncovers basic principles of how bottom-up and top-down thalamic inputs map onto the cellular taxonomy in the visual cortex and establishes a cellular framework for the cortical hierarchy.

neuroscience↗

bioRxiv2026

Virus-human protein-protein interactions predict viral phenotypes

Viral phenotypes such as host and tissue tropism are critical determinants of viral infection and transmission. Inferring viral phenotypes presents unique challenges compared to cellular organisms, as viruses rely entirely on host machinery for replication and survival. Current methods for predicting viral phenotypes mainly rely on viral genomic data, often overlooking host-related information. Here, we evaluated the utility of predicted virus-human protein-protein interactions (PPIs) in inferring diverse viral phenotypes using machine-learning algorithms. For predicting human infectivity, a PPI-based machine learning model outperformed both virus genomic and protein sequence-based models that used large language model embeddings. It also surpassed previous methods that incorporated both viral and host genomic data. The human proteins identified by the model were significantly enriched in functions related to viral infection and immune response. In predicting various phenotypes of human RNA viruses, PPI-based models performed better than virus sequence-based models in forecasting virulence, human transmissibility and transmission routes, while showing comparable performance to genomic sequence-based models in predicting tissue tropism. Finally, we demonstrated that a PPI-based model could distinguish high-risk HPV genotypes from low-risk ones. Proteins associated with high-risk HPV were involved in apoptosis and immune regulation, whereas those linked to low-risk HPV were enriched in telomere maintenance and DNA repair. Collectively, this study is the first to demonstrate the value of predicted virus-human PPIs in inferring viral phenotypes, thereby enhancing our understanding of the molecular mechanisms underlying these phenotypes. It also provides effective tools for risk assessment of emerging viruses, contributing to improved pandemic preparedness.

bioinformatics↗

bioRxiv2026

Atto 643 Carboxy Selectively Labels Astrocytes with Minimal Oligodendrocyte Cross-Reactivity

Astrocytes are critical regulators of brain homeostasis and circuit function, and sulforhodamine 101 (SR101) are widely used for astrocyte labeling. However, SR101 also labels a significant portion of oligodendrocytes. Here, we identified Atto 643 carboxy, a far-red fluorescent dye, as a highly specific marker for astrocytes with minimal oligodendrocyte labeling. Furthermore, Atto 643 carboxy demonstrates minimal nonspecific uptake in myelin sheaths, and hippocampal pyramidal neuron as reported for SR101. We demonstrate robust imaging of astrocyte morphology and distribution in vivo and in acute brain slices. Our findings establish Atto 643 carboxy as a highly specific small-molecule probe for astrocyte-selective imaging, offering a powerful tool for dissecting astrocyte structure, dynamics, and function in intact brain tissue.

neuroscience↗

bioRxiv2026

The structured hairpin region of the bacterial ESCRT-III protein IM30 orchestrates stress-induced condensate formation

Biomolecular condensates are well characterized in eukaryotes, but their role in bacteria remains largely elusive. In the cyanobacteriumn Synechocystis sp. PCC 6803, the protein IM30, a member of the ESCRT-III superfamily of membrane remodeling proteins, forms stress-induced puncta across diverse environmental challenges, indicating a general adaptive response. Live-cell imaging reveals that IM30 is uniformly distributed throughout the cytoplasm at low concentrations but assembles into puncta upon exceeding a critical saturation threshold, a hallmark of liquid-liquid phase separation. Crucially, stress triggers puncta formation even below this threshold, suggesting stress lowers the phase-separation barrier. Super-resolution microscopy confirms spherical, condensate-like morphologies, while FRAP demonstrates rapid fluorescence recovery, consistent with with a fluid interior and dynamic exchange between puncta and the cytosol. Cellular IM30 levels exceed the in vitro determined critical concentration, placing the protein in a supersaturated state primed for condensation. Domain mapping identifies the structured 1-3 helical hairpin as the minimal phase separation driver; in contrast, the disordered 4-6 segment alone cannot phase-separate. Phase separation occurs within a physiologically relevant pH range (4.5-6.5), matching the localized acidification of the cyanobacterial cytoplasm at damaged thylakoid membranes. This directly links membrane stress, pH changes, and IM30 recruitment. Collectively, these findings establish IM30 puncta as bona fide, stress-responsive biomolecular condensates that function as rapid stress sensors and effectors, providing a mechanistic framework for phase separation and condensate formation by bacterial ESCRT-III proteins during environmental adaptation.

biochemistry↗

bioRxiv2026

Reproducible Tools and Enhanced Computational Workflows for Batch Effect Evaluation of High-Throughput Data Using BatchQC

Batch effect correction is a common and often necessary step in data analysis to reduce bias due to technical and experimental factors when combining multiple batches of data. The severity of the batch effects dictates the correction strategy; therefore, a careful assessment of each datasets batch effects is necessary. BatchQC is an R package that provides reproducible tools and visualizations for quantitatively and qualitatively addressing batch effects across a broad range of data types. BatchQC integrates with standardized Bioconductor data structures and features an object-oriented design, enabling the application of workflows that can freely evaluate and process data within and outside the package tools. Common batch evaluation methods, along with novel quantitative metrics, help determine the benefits of batch correction for each dataset and enable direct comparisons between methods. Here, we present BatchQC as the first comprehensive batch-correction R package, with independent tools, reproducible workflows, visualization, and novel statistics.

bioinformatics↗

bioRxiv2026

Proteostasis sustains T cell differentiation potential and tumor-infiltrating lymphocyte function

Tumor-infiltrating lymphocytes (TIL) often fail to restrain tumor growth due to progressive differentiation to an exhausted state. In healthy tissues, tissue-resident memory T cells (TRM) maintain protection for years, and patient tumors that contain TIL with TRM features are associated with better prognosis. Proteomic and transcriptomic profiling of T cell populations identified proteostasis as a significant factor distinguishing TRM and progenitor-exhausted TIL from terminally-exhausted TIL, including loss of E3 ubiquitin ligases NEURL3, RNF149, and WSB1, with accumulation of unfolded proteins in spite of functional proteasome activity. Enforced expression of these ligases by TIL preserved stem-like TCF1+ populations and improved anti-tumor function, whereas their knockout impaired TIL and altered T cell differentiation in acute infection. Sustained ligase expression rescued accumulation of unfolded proteins in TIL and improved immunotherapy outcome in preclinical models, highlighting the critical role of proteostasis in TIL function and identifying new avenues for advancing cancer immunotherapy.

immunology↗

bioRxiv2026

Antigen accumulation in the B cell follicle is impaired in aged mice

Vaccine responses are impaired in aged mice and older people. An essential early step in mounting successful responses to vaccines is the delivery of antigens from the site of injection to the draining lymph node. This study tested the hypothesis that particle drainage to the lymph node is impaired in older mice after intramuscular injection. We observed fewer 20nm nanoparticles in the B cell follicle of the draining lymph node in aged mice after intramuscular injection. However, there was no significant difference in the abundance of larger 1000nm particles in the lymph nodes of aged mice, which are typically transported to the lymph node by antigen presenting cells. This data suggests that access of smaller antigens to the B cell follicle is impaired in ageing and may have implications for the initiation of T and B cell responses after vaccination.

immunology↗

bioRxiv2026

Ultrastructural and Histological Cryopreservation of Mammalian Brains by Vitrification

Studies of whole brain cryopreservation are rare but are potentially important for a variety of applications. It has been demonstrated that ultrastructure in whole rabbit and pig brains can be cryopreserved by vitrification (ice-free cryopreservation) after prior aldehyde fixation, but fixation limits the range of studies that can be done by neurobiologists, including studies that depend upon general molecular integrity, signal transduction, macromolecular synthesis, and other physiological processes. We now show that whole brain ultrastructure can be preserved by vitrification without prior aldehyde fixation. Rabbit brain perfusion with the M22 vitrification solution followed by vitrification, warming, and fixation showed an absence of visible ice damage and overall structural preservation, but osmotic brain shrinkage sufficient to distort and obscure neuroanatomical detail. Neuroanatomical preservation in the presence of M22 was also investigated in human cerebral cortical biopsies taken after whole brain perfusion with M22. These biopsies did not form ice upon cooling or warming, and high power electron microscopy showed dehydrated and electron-dense but predominantly intact cells, neuropil, and synapses with no signs of ice crystal damage, and partial dilution of these samples restored normal cortical pyramidal cell shapes. To further evaluate ultrastructural preservation within the severely dehydrated brain, rabbit brains were perfused with M22 and then partially washed free of M22 before fixation. Perfusion dilution of the brain to 3-5M M22 resulted in brain re-expansion and the re-appearance of well-defined neuroanatomical features, but rehydration of the brain to 1M M22 resulted in ultrastructural damage suggestive of preventable osmotic injury caused by incomplete removal of M22. We conclude that both animal and human brains can be cryopreserved by vitrification with predominant retention of ultrastructural integrity without the need for prior aldehyde fixation. This observation has direct relevance to the feasibility of human cryopreservation, for which direct evidence has been lacking until this report. It also provides a starting point for perfecting brain cryopreservation, which may be necessary for lengthy space travel and could allow future medical time travel.

neuroscience↗

bioRxiv2026

Injury-transduced SerpinOLs modulate neuroinflammation and glial activation in the diseased and non-diseased CNS

Oligodendroglial dysfunction is common in CNS diseases and injuries, but the molecular and functional responses of oligodendroglia to CNS pathologies remain poorly defined. Here, we report that oligodendrocytes (OLs) respond to demyelinating diseases by dysregulating serine protease inhibitor clade A member 3N (SERPINA3N). Homeostatic OLs transition to Serpina3n-expressing OLs (SerpinOLs) under other diseased conditions including stroke, endotoxicity, neurodegeneration, neurotrauma, and non-diseased healthy aging conditions. Mechanistically, general neuroinflammation or inflammatory mediators is insufficient for SerpinOL transition. Instead, oligodendrocyte damage/injury, even in the absence of neuroinflammation or glial activation, is sufficient for the transition. Phenotypically, SerpinOLs are characterized by molecular signatures of inflammatory and immune regulation and STAT3 signaling activation. Functionally, SerpinOLs exacerbate neuroinflammation and promote glial activation toward pro-inflammatory and neurodegenerative states. Together, our findings suggest SerpinOLs are a common population of injury-transduced OLs that amplify neuroinflammation and glial activation in the diseased and non-diseased CNS through SERPINA3N secretion. Our findings provide new insights into myelination-independent role of OLs in regulating CNS pathophysiology.

neuroscience↗

bioRxiv2025

Comparative Study of BBB-Targeting AAV Capsids on Central Nervous System Delivery Efficiency

The efficacy of adeno-associated virus (AAV)-mediated systemic gene therapy for central nervous system (CNS) diseases is often limited by the blood-brain barrier (BBB). This study systematically evaluated the tissue distribution of three BBB-crossing AAV capsid variants (PHP.eB, CNSRCV300, and BI-hTFR1) following intravenous injection in mice, using either a constitutive promoter (CAG) or a neuron-specific promoter (hSyn) to drive EGFP reporter expression. Compared with AAV9, both PHP.eB and CNSRCV300 demonstrated significantly enhanced BBB penetration and brain transduction efficiency. While the use of the hSyn promoter led to reduced transgene expression in the brain compared with the CAG promoter, and substantially decreased visible reporter expression in peripheral organs, viral deposition in the liver could still be detected via immunohistochemistry. Overall, CNSRCV300 exhibited the most favorable balance between brain-targeting efficiency and biosafety, highlighting its potential as a promising delivery vector. In summary, both the capsid and promoter jointly influence AAV-mediated expression in vivo, and although cell type-specific promoters can reduce off-target expression, residual viral deposition in non-target tissues remains a potential safety concern.

neuroscience↗

bioRxiv2025

Benchmarking Cell-Type-Specific Spatially Variable Gene Detection Methods Using a Realistic and Decomposable Simulation Framework

Identifying spatially variable genes within individual cell types is essential for characterizing spatially organized cell states and microenvironments from spatial transcriptomics data. Several computational methods have been developed for identifying cell-type-specific spatially variable genes (ctSVGs), but their relative performance and practical utility under realistic biological complexity remain largely unknown. To address this gap, we present the first systematic bench-mark study of all five existing ctSVG detection methods--CELINA, STANCE, C-SIDE, CTSV and spVC--using an integrated evaluation framework that combines idealized simulations, Xenium-based realistic simulations, and a decomposition-based diagnostic analysis. We compared the methods in terms of detection accuracy, scalability, and usability. Across realistic datasets generated on various tissue types, all methods experienced sharp declines in detection accuracy and substantial inflation of false discoveries compared to idealized simulations. To explain this failure, we developed a new simulation framework that decomposes the "realness" of the realistic simulation into interpretable biological and technical components, enabling us to attribute method-specific performance losses to specific components, including realistic diversity of cell types, heterogeneous cell layouts, null gene distributions, capture efficiency and realistic intra-cell-type spatial patterns. Together, our results show that no single method dominates across detection accuracy, scalability and usability, and we further clarify why current ctSVG methods fall short in realistic settings. We summarize these tradeoffs into a practical user guide to support method selection and highlight key challenges in developing robust, scalable ctSVG detection tools for real spatial transcriptomics data.

bioinformatics↗

bioRxiv2025

Structural mechanisms of pump assembly and drug transport in the AcrAB-TolC efflux system

Tripartite multidrug efflux pumps that span the cell envelope are essential for antibiotic resistance in Gram-negative bacteria. Here, we report cryo-EM structures of two endogenous efflux complexes from Escherichia coli: a TolC-YbjP subcomplex at 3.56 [A] resolution and the complete TolC-YbjP-AcrABZ pump at 3.39 [A]. Structural analysis reveals that YbjP, a previously uncharacterized lipoprotein, binds TolC in a 3:3 stoichiometry, bridging the TolC protomers at their equatorial domain. Clear density of the mature YbjPs N-terminal Cys19 indicates that YbjP is anchored to the outer membrane by an N-terminal lipid moiety. Notably, YbjP remains bound as TolC undergoes AcrA-induced opening, suggesting that this accessory protein accommodates the conformational change. The AcrB trimer simultaneously presents three distinct conformational states (L, T, O), capturing a complete transport cycle. These high-resolution structures provide insights into the architecture and mechanism of clinically relevant efflux machinery, identifying YbjP as a previously unrecognized structural component that contributes to TolC positioning and may assist in its membrane localization.

biophysics↗

bioRxiv2025

Membrane binding of a cyanobacterial ESCRT-III protein crucially involves the helix α1-3 hairpin conserved in all superfamily members

IM30, the inner membrane-associated protein of 30 kDa (also known as Vipp1) is essential for thylakoid membrane biogenesis and/or maintenance in chloroplasts and cyanobacteria. IM30 and its bacterial homolog PspA belong to the ESCRT-III superfamily, proteins previously thought to be restricted to eukaryotes and archaea. Despite low sequence similarity, IM30 shares key structural and functional features with eukaryotic ESCRT-IIIs, including a conserved 1-2 helical hairpin core and the ability to form oligomeric barrel- or rod assemblies that mediate membrane remodeling. Using IM30 variants, we now show that initial membrane recruitment of IM30 is driven by electrostatic interactions between the positively charged 1-3 helical hairpin and negatively charged lipid surfaces, paralleling the role of charged helical regions in some eukaryotic ESCRT-IIIs. This likely initiates lateral assembly of IM30 into higher-order barrel or rod structures on the membrane. Once assembled, 0 helices within these oligomers engage and stabilize internalized membrane tubules, mirroring membrane interaction strategies of eukaryotic ESCRT-IIIs, which use both N-terminal sequences and charged residues on 1/2. Thus, our findings demonstrate a conserved membrane binding and remodeling mechanism across the ESCRT-III superfamily, underscoring an evolutionary link in membrane dynamics between pro- and eukaryotes. SignificanceIM30, a membrane-associated protein found in cyanobacteria and chloroplasts, along with its bacterial homolog PspA, belongs to the ESCRT-III superfamily. Despite low sequence conservation, these proteins share structural and functional features with eukaryotic ESCRT-III proteins. We show that IM30 binds membranes via a conserved structural motif, followed by lateral assembly into higher-order complexes. This supports a mechanism of membrane remodeling that is conserved in prokaryotic and eukaryotic members of the ESCRT-III superfamily.

biochemistry↗

bioRxiv2025

Tight translation regulation of the canonical C9ORF72 through a multi-component system

C9ORF72 is involved in multiple neuronal functions and a major factor in Amyotrophic Lateral Sclerosis, a fatal neurodegenerative disease. Pathogenicity is implemented through an intronic repeat expansion in the genes mRNA leader that produces long, repetitive RNA and dipeptides when translated through a non-canonical mechanism. In contrast, despite the presence of ribosome-occupied, regulatory elements in the mRNA leader, nothing is known about C9ORF72 translation regulation under normal conditions. Surprisingly, when analyzing a series of mutants of the C9ORF72 mRNA leader, we found that translation of C9ORF72 is tightly regulated through a multi-layer system. First, non-canonical, multi-initiation upstream open reading frames (nc-uORFs) in all three frames, a start-stop element in frame 2, and a canonical uORF in frame 1work together to keep baseline C9ORF72 translation very low. Second, a strong secondary structure enhances these repressive elements, mainly the two nc-uORFs in frames 0 and 2. Finally, as initiation at the nc-uORFs reduces initiation at the downstream start-stop, the nc-uORFs effectively dampen the start-stops repressive function, forming a feedforward loop. We hypothesize that this buffered repressor system has likely evolved to ensure reliable, noise-insensitive expression of this critical regulator of neuronal function.

molecular biology↗