Biology subjects

Hu, H.

Publications and source records attributed to Hu, H..

At least 37 records · Page 2Linked to original sources

bioRxiv2026

HLiCA: An integrated cell atlas of the healthy human liver

The human liver is composed of a heterogeneous mix of cell types. How these distinct populations contribute individually and collectively to liver function remains poorly understood. Although single-cell technologies have advanced our understanding of liver biology, individual studies have often been limited by small donor cohorts and inconsistent cell type annotations. Integrating multiple datasets can overcome these challenges and better capture biological variability. We present the Human Liver Cell Atlas (HLiCA), an integrated reference of non-disease liver cells assembled from eight datasets across six research centers, encompassing more than 525,000 cells from 110 donors. Developed in collaboration with the Human Cell Atlas Liver Bionetwork, the HLiCA incorporates expert-curated cell annotations refined through community feedback and dedicated cell type annotation meetings. The HLiCA classifies cells into six lineages and expands the cell type resolution to include 47 distinct cell types. Starting from raw sequencing reads, we realigned all data and performed rigorous benchmarking to ensure robust integration across technical and biological variables. Genetic ancestry was inferred for all samples to evaluate the range of ancestral backgrounds represented in the atlas. The expanded cell type annotation enabled identification of previously unrecognized liver cell types, including NRXN1+ stromal cells. Their presence was validated using spatial transcriptomics, which localized NRXN1+ stromal cells to periportal regions. With the number of donors included in the HLiCA we were able to examine cell type specific associations with demographic covariates. In hepatocytes, drug metabolism genes showed differential expression between sexes, and in cholangiocytes, mucus-production genes varied with age. As the largest and most genetically diverse human liver cell atlas to date, the HLiCA provides a comprehensive, well-annotated reference for the field, annotated by expert consensus. This resource will enable deeper interrogation of liver cellular diversity, architecture, and function in the healthy human liver and serve as a reference to understand changes that occur with disease.

genomics↗

bioRxiv2026

Instant Prior-Free Resolution Enhancement for Cross-Modality Microscopy

The resolving power of optical microscopy is fundamentally constrained by the diffraction of light, limiting our ability to visualize subcellular structures. Computational methods, particularly deconvolution, can restore blurred images but critically depend on an accurate point spread function (PSF), whose estimation is often impractical and error-prone, leading to artifacts. Here, we introduce Nonlinear Fourier Re-weighting (NFR), a rapid algorithm that operates without any prior knowledge of the imaging system, achieving deconvolution-like effects through a single logarithmic mapping of the images Fourier spectrum. This non-iterative process re-balances spatial frequency components to computationally reverse the effects of optical blurring. We demonstrate that NFR robustly enhances resolution beyond the Sparrow limit and recovers authentic structural details. NFR excels where traditional methods fail, remaining effective in the presence of severe optical aberrations and high noise. Furthermore, NFR synergistically improves the output of super-resolution modalities like structured illumination microscopy (SIM), and its near-instantaneous processing enables real-time enhancement of dynamic biological processes, such as in vivo multi-photon microscopic imaging deep within scattering tissue. By decoupling high-fidelity image restoration from system modeling, NFR offers a powerful, accessible, and universally applicable tool for improving image quality across diverse microscopic techniques, facilitating the analysis of large datasets and the discovery of previously obscured biological phenomena.

bioengineering↗

bioRxiv2026

Thousandfold Expansion Microscopy

Biological macromolecules, such as proteins, are made of concatenated building blocks. We hypothesized that individual protein residues could be imaged by anchoring their side chains to a swellable polymer, cleaving backbone amide bonds, and expanding residues away from each other to a degree that enables them to be visualized separately. We introduce thousandfold expansion microscopy (1000ExM), a four-network interpenetrating hydrogel architecture that enables successive expansion from [~]18-fold to >1000-fold (one billion-fold in volume). Protein and peptide structures are maintained across these expansion factors, as verified by analyses of proteins with known structures (nanobodies, GFP) and a well-studied peptide (mCLING). Computational analysis indicates that 1000ExM resolves adjacent amino acid residues, thereby achieving sub-nanometer precision on conventional light microscopes. We anticipate that 1000ExM will find wide utility in protein visualization and identification, potentially even in intact cells and tissues.

molecular biology↗

bioRxiv2026

Brain Organoids, Lessons from Fetal Neocortex Formation, and Rational Design for Quality Control

Recent widespread adoption of cerebral organoid protocols has led to many new studies assessing the human-specific features of neural diseases. However, not all organoid studies employ proper quality control, which limits the physiological relevance of their findings. Here, we discuss the stages of in vivo neocortex formation and how those stages are recapitulated in organoid protocols. We then present the first guide for real-time operator removal of maldeveloped organoids in shaking culture. Finally, we show preliminary work on an organoid imaging and mesofluidic control platform for automated quality control of organoid development. Taken together, this approach for assessing the morphological features of organoids will improve the rigor and reproducibility of organoid studies, increase effect sizes of physiologically relevant disease etiology, and pave the way for cortical organoid GMP in high-throughput. Clinical RelevanceThis establishes high-throughput, visual brain organoid quality control for disease studies and preclinical testing.

neuroscience↗

bioRxiv2026

Physiological trade-offs drive the archaeal dominance and carbon turnover in deep subsurface

Marine sediments host a vast deep biosphere, yet how microorganisms persist under severe energy limitation and govern long-term organic carbon (OC) preservation remains poorly understood. Here we show that archaea, primarily Bathyarchaeia, systematically displace bacteria with depth and form net growth zones across East China Sea shelf deep sediments. Multi-omics analyses and bioenergetic modelling reveal that this transition is driven by sustained archaeal metabolism of diverse recalcitrant OC compounds, and a physiological trade-off that prioritizes cellular maintenance over growth, minimizing mortality in deep sediments. This strategy triggers a fundamental shift in sedimentary carbon turnover: from rapid bacterial degradation of labile OC near the surface to persistent archaea-driven turnover of recalcitrant OC at depth. We estimate that Bathyarchaeia mediate [~]77% of total OC degradation after 1,000 years of burial, corresponding to [~]18% ([~]11.4 Pg C) of millennial OC degradation in global shelf sediments. These findings identify subsurface archaea as key microbial regulators of long-term OC preservation and reveal how physiological trade-offs sustain life and carbon turnover in the energy-limited deep biosphere.

microbiology↗

bioRxiv2026

STRIP2 Stabilizes LCN2 to Suppress Ferroptosis and Drives Colorectal Cancer Malignancy

Colorectal cancer (CRC) presents a significant global health challenge with high incidence rates, mortality, and poor five-year survival rates, particularly in advanced cases, despite the availability of existing treatments. This study investigates the role of Striatin-interacting protein 2 (STRIP2) in CRC progression and the underlying mechanisms. To evaluate the impact of STRIP2 on CRC, we conducted in vitro experiments to assess cell proliferation, migration, invasion, and apoptosis in CRC cell lines. Furthermore, in vivo studies were performed utilizing nude mouse models. Transcriptomic analysis, Western blotting, co-immunoprecipitation assays, and ferroptosis validation were employed to elucidate the role of STRIP2 in CRC. The findings indicate that STRIP2 is overexpressed in CRC and drives malignant behaviors in both in vitro and in vivo settings. Overexpressing STRIP2 (oe-STRIP2) suppresses ferroptosis, leading to increased cell proliferation and reduced oxidative stress, whereas silencing STRIP2 (si-STRIP2) has the opposite effect. Mechanistically, STRIP2 stabilizes LCN2, an effector downstream of IL-17, by preventing its K48-linked ubiquitination and subsequent degradation. This stabilization enhances the anti-ferroptosis capacity of CRC cells, thereby promoting cell survival and facilitating malignant progression in CRC. These findings suggest STRIP2 as a promising diagnostic biomarker and therapeutic target for CRC intervention and warrant further investigation.

cancer biology↗

bioRxiv2026

Preferential IsomiR Enrichment in Extracellular Vesicles Improves Identification of Their Cellular Origins

Extracellular vesicles (EVs) carry microRNAs (miRNAs) that mediate intercellular communication and have strong potential as disease biomarkers, yet the roles of miRNA isoforms (isomiRs) in EVs remain poorly understood. Here, we analyzed 96 human EV and corresponding source samples from nine public datasets. We found that EV samples consistently contained substantially higher proportions of isomiR reads than their corresponding source samples, indicating widespread isomiR enrichment in EVs. Although individual isomiRs showed limited reproducibility across biological replicates and limited sharing between EVs and their corresponding source samples, the parent miRNAs that generated these isomiRs remained highly reproducible across replicates and strongly shared between EV-source pairs. Despite extensive isomiR diversification, EV-source pairs retained highly correlated miRNA expression profiles. Using integrated miRNA- and isomiR-related features, we further developed a random forest model that successfully associated EV samples with their corresponding source samples, with improved performance when isomiR information was included. Together, our results demonstrate that EVs are enriched for biologically meaningful isomiRs while preserving source-associated miRNA landscapes, highlighting the importance of incorporating isomiRs into future EV studies.

bioinformatics↗

bioRxiv2026

Molecular basis of the Druantia anti-phage defense system

Eukaryotes and prokaryotes have evolved diverse antiviral immune systems, many containing helicase modules central to defense. Druantia are widespread bacterial anti-phage defense systems, each built around a large helicase domain-containing protein, DruE, paired with variable subunits. Here, we investigate the molecular basis of a minimal two-protein module Druantia system, DruH-E. We demonstrate that DruH-E is sufficient to confer robust anti-phage defense. DruE exists in equilibrium between a monomer and an asymmetric dimer, with dimerization required for in vivo immunity. Cryo-EM structures define DruE asymmetric dimer assembly and its dsDNA unwinding mechanism, revealing a topologically closed architecture that is specifically activated by dsDNA substrates with a 3' overhang. We further identify DruH as an ssDNA-binding protein regulated by a metabolic switch, where its activity is inhibited by ATP at physiological concentrations through direct competition with ssDNA. Supported by mass spectrometry and single-cell microscopy data, we establish key determinants of the Druantia defense system and reveal how it mediates a direct antiviral immune mechanism.

microbiology↗

bioRxiv2026

misoTar: A novel approach for predicting miRNA and isomiR targets

Understanding the interactions between microRNAs/isomiRs and mRNAs has long been a major challenge in RNA biology. Although numerous computational approaches have been developed to predict these interactions, most fail to account for isomiR mediated targeting. To address this limitation, we developed misoTar, a deep learning framework trained on more than 6.662 million positive and negative interaction pairs derived from 67 publicly available human samples across six independent studies. In five-fold cross-validation, misoTar achieved an average precision of 0.930 and a recall of 0.898. Evaluation on independent test datasets demonstrated consistently superior or comparable performance relative to existing tools, including TargetScan, Mimosa, DMISO, and TEC-miTarget. In addition, single-nucleotide mutation analyses of true positive interactions revealed the critical functional contributions of non-seed regions in microRNA/isomiR targeting. Overall, misoTar provides a robust and accurate framework for predicting microRNA/isomiR interactions while offering new biological insights into microRNA targeting mechanisms. The misoTar tool is publicly available at https://figshare.com/projects/misoTar/262723.

bioinformatics↗

bioRxiv2026

AI-enabled virtual immunopeptidomics links quantitative neoantigen presentation to immunogenicity

Effective anti-tumor T cell response depends on both neoantigen quality (non-selfness) and quantity (abundance). However, existing methods for neoantigen prioritization largely overlook peptide abundance because it is difficult to measure and model. To bridge this gap, we developed epiVIP, a deep learning framework that predicts the abundance of individual HLA-I peptides using widely available (sc)RNA-seq data. Trained on 1.7 million immune peptides paired with gene expression profiles, epiVIP demonstrated strong generalizability across unseen samples. Analyzing 33,711 neoantigens from clinical datasets revealed a compensatory relationship between abundance and non-selfness in determining antigenicity, providing quantitative support for the TCR avidity theory. Importantly, abundance independently predicted tumor reactivity and patient survival across multiple neoantigen vaccine cohorts and immune checkpoint blockade cohorts. Mechanistic interpretation of epiVIP further identified directional regulation of MAGEA3 epitope presentation by PSME4, which was validated experimentally using T cell functional assays. Together, these findings established AI-enabled virtual immunopeptidomics as a powerful strategy to improve cancer immunotherapy.

bioinformatics↗

bioRxiv2026

Mapping kidney trait heritability to individual cells reals disease-specific remodeling of genetic risk architecture

Genome-wide association studies (GWAS) have identified hundreds of genetic loci associated with kidney function and disease, yet the cell-type-specific mechanisms through which these variants act remain largely unknown. Here, we construct the Kidney Genetic Disease Cell Atlas by applying single-cell disease relevance scoring (scDRS) to map GWAS signals for six kidney-related traits-estimated glomerular filtration rate (eGFR), cystatin C-based eGFR (eGFRcys), blood urea nitrogen (BUN), urinary albumin-to-creatinine ratio (UACR), type 2 diabetes (T2D), and IgA nephropathy (IgAN) onto a comprehensive single-nucleus RNA-seq atlas of 304,652 kidney cells spanning five clinical conditions (healthy reference, acute kidney injury [AKI], COVID-19-associated AKI [COV-AKI], diabetic kidney disease [DKD], and hypertensive chronic kidney disease [H-CKD]). We validate enrichment patterns using Slide-seqV2 spatial transcriptomics from 920,088 beads across 44 pucks, demonstrating strong cross-platform concordance (Spearman {rho} = 0.72-0.89). Disease-condition-specific analysis reveals dramatic remodeling of genetic risk distribution across cell types, with fibroblasts gaining T2D enrichment in DKD ({Delta} = +1.07) and immune cells dominating IgAN risk across all conditions (Cohens d = 1.40). Gene-level correlation analysis identifies condition-specific molecular programs, including mitochondrial gene dominance for eGFRcys and PDE4D emergence for T2D/UACR. By integrating scDRS rank shifts with druggability databases, we nominate three high-priority therapeutic targets-PDE4D (roflumilast), ITGB6 (STX-100), and SPP1 (anti-OPN antibody)-each showing disease-specific upregulation in distinct cell populations. The Kidney Genetic Disease Cell Atlas provides a resource for understanding the cellular basis of kidney disease heritability and identifying condition-specific therapeutic opportunities.

systems biology↗

bioRxiv2026

Asymmetric Hydration and Protonation Switching of Dual Aspartates Drive Flagellar Rotation

The bacterial flagellar motor is an intricate nanomachine that transforms chemical energy from ion gradients into mechanical rotation, enabling bacterial movement. While stator unit architectures are conserved across species, the molecular link connecting ion translocation to rotational force generation remains elusive. In this study, we refined the cryo-EM structures of MotAB from Campylobacter jejuni (CjMotAB) and integrated a suite of approaches--including single-structure based pKa predictors and free energy perturbation (FEP) calculations, as well as standard and constant-pH molecular dynamics (CpHMD) simulations of various structural models representing the plugged, unplugged, and plug-removed states with different protonation states of D22--to dissect its rotational mechanism. Based on pKa calculations, the D22 residues in chains F and G of MotB were identified as proton carriers supporting the previous hypotheses. Importantly, we observed asymmetric hydration patterns of the two D22 residues in the MotB dimer, along with their hydrogen bonding interactions with MotA T189, which contribute to functional specialization. Our findings reveal that MotA rotation requires two essential prerequisites: plug removal and alternating D22 protonation switching, coupled with dynamic gauche-trans conformational changes in the sidechain of D22. This work clarifies how protonation dynamics and structural asymmetry synergistically regulate CjMotAB rotation, advancing our understanding of bacterial flagellar motor function and providing a foundational framework for investigating diverse ion-driven biological motors.

biophysics↗

bioRxiv2026

2'-Deoxyuridine-promoted infection in Pyricularia oryzae is counteracted by bacterial thymidine phosphorylase

Successful infection by the rice blast fungus Pyricularia oryzae depends on precise developmental transitions on the plant surface, yet the extracellular metabolites that regulate these events remain poorly understood. One such metabolite, 2'-deoxyuridine (dU), has been identified as a self-produced infection-promoting factor, but its mode of action has remained unclear. Exogenous dU did not significantly affect conidial germination but accelerated early appressorium initiation and promoted appressorium maturation, as indicated by increased glycogen mobilization and elevated intracellular turgor. Extracellular dU was detected during early infection-related development, indicating that dU accumulates under conditions conducive to appressorium formation. To test whether microbial turnover of dU influences pathogenicity, dU-degrading bacteria were isolated from rice field environments, and Enterobacter sp. strain C3 was identified as the most active isolate. Biochemical and structural analyses identified the responsible enzyme as the thymidine phosphorylase DeoA, which converts dU to uracil in a phosphate-dependent reaction. Recombinant DeoA reproduced this activity in vitro, and enzymatic depletion of dU attenuated invasive hyphal growth and lesion development. Appressorium-specific expression of deoA in P. oryzae likewise reduced pathogenicity. Together, these results identify extracellular dU as a factor promoting infection-related development in P. oryzae and suggest that dU degradation provides a potential approach for the biological control of rice blast disease. IMPORTANCESuccessful infection by the rice blast fungus Pyricularia oryzae depends on tightly regulated developmental changes on the plant surface. This study identifies 2'-deoxyuridine as an extracellular molecule that helps drive these early infection events. The fungus-derived nucleoside promoted appressorium formation and maturation, accumulated during early infection-related development, and could be targeted for disease suppression. A rice field bacterium, Enterobacter sp. strain C3, and its enzyme DeoA efficiently degraded 2'-deoxyuridine, and this depletion reduced fungal invasion and disease development. These findings uncover a previously unrecognized extracellular signal associated with infection-related development in the rice blast fungus and point to metabolite degradation by environmental microbes as a promising route for biological control.

microbiology↗

bioRxiv2026

Nanosecond laser-driven proton FLASH spares normal tissue cells by sustaining mitochondrial homeostasis and attenuating ferroptosis

Radiotherapys clinical utility remains fundamentally constrained by the collateral damage to healthy tissues. Ultra-high-dose-rate (UHDR) irradiation, or, FLASH-radiotherapy (FLASH-RT) has emerged as a transformative paradigm to mitigate such toxicity. However, the biological effects of FLASH-RT on the high-efficiency of tumor killing and normal tissue sparing remain poorly understood. In this work, we utilized a petawatt-class laser-plasma acceleration (LPA) platform to deliver discrete 12.9-nanosecond proton pulses at an extreme instantaneous dose rate of 1.94x107 Gy/s. This temporal singularity achieved a profound sparing effect in normal bronchial epithelial cells, evidenced by a nine-fold reduction in the lethal coefficient (from 0.47 to 0.05 Gy-1), while maintaining full tumoricidal potency against lung adenocarcinoma. Mechanistically, we demonstrated that LPA-FLASH could effectively bypass the ATF3-mediated stress response and circumvent the subsequent ferroptotic cascade. This molecular evasion could preserve the mitochondrial cristae integrity and trigger an adaptive bioenergetic ATP surge--a hallmark of metabolic resilience exclusively in healthy tissue cells. Therefore, our findings identify ferroptosis-mediated mitochondrial integrity as a unifying framework for selective normal-tissue protection at the physical limits of radiation delivery, and establish LPA-FLASH-RT as a potent, compact modality for next-generation oncology.

cell biology↗

bioRxiv2026

Genome delivery of a contractile tailed phage and its superinfection exclusion mechanism

Successful viral infection requires efficient adsorption to the target cell, followed by membrane penetration for genome translocation into the host cytoplasm. Bacteriophage T4 initiates infection by binding to Escherichia coli receptors, triggering sequential conformational changes that culminate in genome delivery through viral channels spanning the host cell envelope. Here, we resolved structures of bacteriophage T4 at discrete stages. This revealed how long tail fiber extension affects the baseplate to initiate tail contraction, and the channel formation by the tape measure protein for genome translocation. We further demonstrate that the virus-encoded superinfection exclusion protein Imm binds to the tape measure protein to prevent secondary infections. Our findings offer insights into the coordinated process of genome delivery and phage-encoded superinfection exclusion proteins that prevent genome translocation.

microbiology↗

bioRxiv2026

CD8+ T cells are primed by cDC1 and exacerbate tau-mediated neurodegeneration

There are changes in adaptive immunity in Alzheimers disease (AD) and increases in activated CD8+ T cells in brain correlate with tau pathology1-3. However, which cells mediate T cell priming in tau-mediated neurodegeneration remains unclear. In different conditions such as cancer, viral infections, and autoimmune diseases outside the CNS, conventional type-1 dendritic cells (cDC1) perform antigen cross-presentation to prime CD8+ T cells4,5. We demonstrate that tauopathy mice deficient in cDC1 are markedly protected against tau-mediated neurodegeneration and display a selective decrease in brain CD8+ T cell infiltration and glial reactivity. The remaining CD8+ T cells showed an antigen inexperienced status with less clonal expansion, indicating suboptimal T cell priming. We confirm that brain derived antigens are presented in secondary lymphoid tissues to prime CD8+ T cells. Our study identifies cDC1 cells as critical for CD8+ T cell priming outside the CNS. This priming is required for a large increase of activated CD8+ T cells in the brain which promotes tau-mediated neurodegeneration.

neuroscience↗

bioRxiv2026

A dimer peptide ligand of vascular endothelial growth factor slows the progression of human gastric tumors in mouse xenografts

Gastric cancer is among the most common cancers and represents a major public health problem worldwide. New therapeutic strategies and drugs are needed. Anti-angiogenic agents targeting the Vascular Endothelial Growth Factor (VEGF) are used in combination therapy in the clinic, although their efficacy remains modest. We believe that these large anti-VEGF antibodies could be advantageously replaced by smaller peptides with better tissue penetration. In this study, we evaluate the efficacy of a previously described dimer peptide ligand of VEGF, D6, in inhibiting the proliferation of gastric cancer cells and the growth of the corresponding murine xenograft. The activity of the D6 peptide in these assays was comparable to that of bevacizumab, the positive control antibody, although the peptide required repeated injections at higher molar concentrations. These promising results justify the continued optimization of the peptide dimer, currently under investigation in our laboratory.

pharmacology and toxicology↗

bioRxiv2026

Phosphorylation of KIN-G motor domain by Polo-like kinase negatively regulates centrin arm biogenesis in Trypanosoma brucei

The unicellular parasite Trypanosoma brucei assembles a motile flagellum that is required for locomotion, cell division plane placement, and cell-cell communication. Inheritance of the flagellum during the cell cycle relies on the faithful duplication/segregation of multiple flagellum-associated cytoskeletal structures, including a centrin-marked, bar-shaped structure termed centrin arm, which also determines the site for Golgi assembly. Biogenesis of the centrin arm requires the Polo-like kinase homolog TbPLK and the orphan kinesin KIN-G, but the mechanistic role of TbPLK in centrin arm biogenesis remains elusive. Here we report that TbPLK phosphorylates KIN-G, disrupts its microtubule-binding activity, and negatively regulates its function. TbPLK phosphorylates KIN-G in vitro at multiple residues, two of which are in vivo TbPLK phosphosites, including the Thr301 residue within one of the microtubule-binding motifs of the kinesin motor domain. Phosphorylation of Thr301 by TbPLK inhibits the microtubule-binding activity of KIN-G in vitro, and expression of a Thr301 phospho-mimic mutant in T. brucei disrupts centrin arm integrity, Golgi duplication, flagellum attachment zone elongation, flagellum positioning, and cell division plane placement. In wild-type T. brucei cells, Thr301 phosphorylation occurs on a small portion of the KIN-G population, suggesting that KIN-G undergoes phosphorylation/dephosphorylation cycles to regulate its activity. Together, these findings uncover a negative role of TbPLK-mediated phosphorylation of KIN-G in regulating centrin arm biogenesis in trypanosomes.

cell biology↗