Biology subjects

Ding, X.

Publications and source records attributed to Ding, X..

At least 19 recordsLinked to original sources

bioRxiv2026

Modeling of human MLH1 and MLH3 variants in mice reveals novel functions of MutLγ in meiotic DNA repair and the ovarian reserve

The mismatch repair proteins MLH1 and MLH3 form the MutL{gamma} complex that is essential for >90% of meiotic crossovers (CO) in mice. Although deletion of either gene causes infertility, we previously found that mouse models of certain human MLH1/3 missense variants caused elevated aneuploidy and progressive loss of female fecundity despite having a normal ovarian reserve. Here, we report that additional missense and null alleles caused significant pre-pubertal follicle loss independent of alterations to meiotic CO levels. Deletion of the DNA damage checkpoint kinase Chek2 (Chk2) partially rescued the oocyte pool of Mlh1- and Mlh3-deficient mice, indicating that defects in meiotic prophase I triggered oocyte elimination. In spermatocytes, both missense and null alleles caused abnormal {gamma}H2AX flares on autosomes during late pachynema and diplonema, extending into chromatin loops from the synaptonemal complex. These flares frequently contained unusually large foci of the ssDNA binding protein RPA as well as DNA end processing factors including CtIP, RAD50 and BLM, consistent with abnormal and extensive DNA resection. The results reveal a previously unrecognized meiotic function of MutL{gamma} in preventing DNA hyper-resection of spontaneous DNA breaks or of persistent recombination intermediates in late prophase I. Together with our previous studies, the results show that MLH1/3 variants can impair fertility through at least three mechanistically distinct routes: severe crossover loss sufficient to activate the metaphase I spindle assembly checkpoint; subthreshold crossover defects that increase aneuploidy and embryo loss; and abnormal late-prophase DNA processing that activates a CHEK2-dependent oocyte quality-control pathway and depletes the ovarian reserve, causing primary ovarian insufficiency (POI). Thus, MutL{gamma} has broader roles in maintaining meiotic genome integrity than can be explained by crossover formation alone.

genetics↗

bioRxiv2026

Temporal Integration of Weak Acoustic Stress Leads to Delayed Cellular Responses

Sound is a pervasive physical stimulus with beneficial or adverse effects depending on exposure. While controlled sound-based interventions such as ultrasound have demonstrated clinical utility, epidemiological studies link chronic environmental noise to increased cardiovascular and metabolic risk. Despite these associations, how weak sound is sensed and integrated at the cellular level remains unclear. Here, we investigate cellular responsiveness to acoustic pulse-wave stimulation in human endothelial cells, using intracellular calcium changes as a readout of cellular activation. Cellular responses to acoustic stimulation were compared with over-threshold mechanical stimulation. Over-threshold mechanical stimulation induced immediate responses, whereas single sub-threshold acoustic exposures produced no detectable response. In contrast, sustained sub-threshold acoustic stimulation over minutes produced delayed activation, with onset times dependent on stimulus intensity. These results demonstrate that cells integrate weak physical inputs over time, revealing a delayed activation regime under sustained sub-threshold exposure.

biophysics↗

bioRxiv2026

Single-nucleus chromatin accessibility time course of excisional wound repair in rat skin

We present a time-series single-nucleus ATAC-seq dataset from full-thickness excisional wounds in Sprague-Dawley rats. Samples were taken from unwounded skin (normal control) and at 1, 2, 5, 10, and 19 days post-wounding, spanning the inflammatory, proliferative, and remodeling phases of skin repair. We extracted nuclei with a two-step tissue dissociation protocol and prepared libraries using the DNBelab C Series Single-Nucleus ATAC Kit, then sequenced on the MGI DNBSEQ-T1 platform. After stringent quality filtering, 37,555 nuclei passed quality control; the resulting chromatin accessibility profiles cover 23 cell types: fibroblast subpopulations, keratinocytes, vascular endothelial cells, immune cells, and skin appendage cell types. This genome-wide chromatin accessibility dataset is a resource for studying regulatory dynamics during excisional wound repair and for comparing results with other wound healing systems.

bioinformatics↗

bioRxiv2026

FLASH X-rays preserve neutrophil chromatin to boost antitumor immunity

Ultrahigh dose-rate FLASH radiotherapy spares normal tissue while preserving antitumor activity, positioning it as a promising technology in radiation oncology, but its immunomodulatory mechanisms remain elusive. Here, using a bilateral subcutaneous tumor model in mice, we show that 8-Gy FLASH X-rays, versus an equal dose of conventional dose-rate (CONV) X-rays, elicit a robust abscopal antitumor effect with anti-PD-1 therapy. Single-cell transcriptome and T cell receptor (TCR) profiling reveal that FLASH X-rays plus anti-PD-1 enhance antitumor immune infiltration and TCR clonal expansion in both irradiated and abscopal tumor lesions. Mechanistically, the ultrashort temporal continuity of FLASH dose delivery conserves chromatin compaction in neutrophils during exposure and inhibits neutrophil extracellular trap (NET) formation, thereby dismantling NET-mediated CD8+ T-cell exclusion within primary tumors. Conversely, CONV or split-dose FLASH X-rays induce marked chromatin modifications prior to dose completion, leading to chromatin hyper-relaxation which promotes NETosis and consequently abrogates systemic antitumor immunity. Notably, this detrimental effect can be reversed by pharmacologically suppressing PARylation-mediated chromatin modification and decondensation in neutrophils. These findings identify radiation-induced aberrant chromatin relaxation in neutrophils as a critical determinant of radioimmunotherapy outcomes, providing a rationale for redefining the FLASH effect and advancing its clinical translation.

cancer biology↗

bioRxiv2026

Benchmarking interface confidence as a selection criterion for computational nanobody design against survivin's BIR-domain groove

Designed binders are routinely filtered on predicted interface confidence, which reports how self-consistently a model places an interface, not where it lies. We designed 200 nanobody loops against the survivin BIR-domain groove, co-folded 196, and checked epitope contact in every predicted complex. Confidence showed no detectable association with epitope engagement ({rho} = +0.100, 95% CI -0.04 to +0.24, n = 196); its highest and lowest quartiles failed alike (odds ratio 0.97, 95% CI 0.41 to 2.26). It tracked instead the run's other confidence estimates ({rho} = +0.61). Twelve-seed replication separated two candidates the criteria had not: one reached the complete epitope in 10 of 12 runs, the other never. Across 155 predictions the top-ranked model was no better than one drawn at random from its five (P = 0.610), though only 3 of 31 failed on every model. Nothing was assayed; nb_cand_057 is an in silico candidate only.

bioinformatics↗

bioRxiv2026

Causal event structure shapes convergent reactivation signatures in human cortex and language model

Humans adapt to changing environments by understanding the latent causal structure of events, and modern large language models (LLMs) increasingly exhibit analogous abilities. However, elucidating how causal knowledge is represented and integrated in the human brain and in LLMs poses a substantial challenge for cognitive science. To address this, we combine topological analysis of representational manifolds with neuroscientific analyses of reactivation. We find that event-level causal relations modulate temporally structured neural reactivation in the human brain, particularly in the angular gyrus, precuneus and prefrontal cortex. By contrast, LLMs express these relations through positionally structured representational reactivation. Despite these differences, the resulting reactivation patterns exhibit similar intrinsic manifold structure across the two systems. Together, these findings suggest that the human brain and LLM share a common principle for organizing causal knowledge.

neuroscience↗

bioRxiv2026

A diffusion model of viral evolution predicts mutation fitness and evolutionary trajectories

Viral evolution arises from random mutations and natural selection, yet computational approaches rarely model these two forces in a unified way. We present Viral Evolution Simulator (VES), a diffusion model-based framework that mirrors this duality by design: forward noise injection simulates stochastic mutation, and reverse denoising recapitulates selective filtering. Trained solely on viral protein sequences, VES predicts mutational fitness without functional data, measuring fitness as the reconstruction difficulty of a mutated sequence relative to its wild-type counterpart. Across immune escape, receptor binding, and deep mutational scanning datasets, VES outperforms state-of-the-art generative models, achieving a 31.78% error reduction over the best baseline in immune escape mutation fitting evaluation. When trained on sequences collected before June 2024 and evaluated against H1N1 strains that later emerged, VES assigned high scores to 16 of 20 mutations that subsequently showed the sharpest frequency shifts. Extending to avian influenza H5, the framework reveals a dynamic interplay between antigenic escape and human-type receptor binding. Both functions dropped sharply in 2021, followed by a sustained rise in receptor affinity that could connect to recent epidemiological trends. VES offers a generalizable, sequence-only foundation for tracing evolutionary trajectories and prioritizing mutations for surveillance and experimental validation, pointing toward where functional efforts might matter most.

bioinformatics↗

bioRxiv2026

Seasonal influenza vaccine strain selection by quantifying viral fitness

The long-standing challenge of seasonal influenza vaccines providing poor protection is attributed to the rapid and continuous evolution of the virus. In theory, the recommendation of vaccine strain is to predict the dominant strain with best fitness in the upcoming season. Here, we develop FutureFlu, a biologically-grounded framework that quantifies the fitness score of influenza variants in upcoming seasons, by integrating metrics on three levels: molecular genetic divergence, individual immune escape, and population-scale transmission dynamics. The fitness scores of influenza variants present strong positive correlation with their actual observed frequencies in the next seasons. Validation across 24 seasons of three influenza subtypes shows FutureFlu recommends antigenically matched vaccine strains more frequently than annual recommendations, particularly for challenging subtypes: 83.3% versus 45.8% seasons for A/H3N2, and 75.0% versus 33.3% seasons for B/Victoria. Furthermore, FutureFlu significantly outperforms the currently used methods in vaccine strain selection whether or not there is available antigenic data from hemagglutination inhibition (HI) assay, which provides a valuable supplement for WHO vaccine recommendation. To support global public health implementation, an open online platform (futureflu.com.cn) has been established to offer real-time viral fitness predictions and vaccine recommendations.

evolutionary biology↗

bioRxiv2026

Paralemmin 2 is a shared, alternatively-spliced regulator of axon initial segments and paranodal junctions in oligodendrocytes

Nervous system function depends on highly specialized axonal membrane domains. For example, axon initial segments (AIS), nodes of Ranvier, and paranodal junctions are essential for action potential initia-tion and saltatory conduction. These domains use shared molecular machinery converging on the master scaffolding protein AnkyrinG (AnkG). Using endogenous AnkG-TurboID proximity proteomics, we identify Paralemmin 2 (Palm2), a previously uncharacterized CNS protein, as a shared component of the AIS and nodes of Ranvier in neurons, and paranodes in oligodendrocytes. Palm2 localizes transiently to the AIS and nodes during development, but is found at paranodes throughout life, reflecting cell type-specific splicing of a lipid-modified domain both necessary and sufficient for AnkG interaction. Mice lacking oli-godendroglial Palm2 assemble normal paranodes during development, but aged mice lose paranode in-tegrity due to loss of paranodal AnkG and Neurofascin-155. Our findings identify Palm2 as a lipid raft-associated regulator of axonal and oligodendroglial membrane domains and reveal cell type-specific pro-tein variants as a recurring principle for specializing axonal and glial membrane architectures.

neuroscience↗

bioRxiv2026

Distal conformational steering by N-terminal pyroglutamylation enables subtype-selective GPCR activation across Aplysia PRXamide and human Neuromedin U signaling

Post-translational modifications (PTMs) diversify neuropeptide function, yet how minimal modifications encode receptor specificity without direct contact remains a fundamental challenge in chemical biology. Pyroglutamylation (pQ), a prevalent N-terminal PTM in bioactive peptides, introduces a rigid cyclic constraint, yet its mechanistic role in receptor signaling is unclear. Here, using two newly identified endogenous Aplysia PRXamide receptors (ApPRXa R1 and ApPRXa-R2) as a model system, we find that the same ligand, MMG2-pDPb (pQPPLPRYamide), produces opposite functional outcomes: pQ suppresses ApPRXa-R1 activation while enhancing ApPRXa-R2 activation. In vitro and in silico analyses demonstrate that the N-terminal pQ/Q remains solvent-exposed and does not directly contact receptor residues. Instead, pQ reshapes the ligand conformational ensemble and redistributes interaction networks across shared receptor contact sites. Strikingly, this molecular logic extends to mammalian Neuromedin U (NmU) receptors, as canine NmU (pQFLFRPRNamide) similarly biases subtype preference of human NmU receptors. Both static and dynamic analyses further reveal that receptor pocket mechanics determine the direction of this modulation: a loose and permissive pocket better accommodates the rigid pQ-constrained ligand, whereas a more compact pocket favors the non-pyroglutamylated ligand. These findings define a "PTM distal steering" mechanism that bridges "lock-key" and "induced-fit" paradigms and establish a general principle by which a minimal, non-contacting modification encodes receptor preference through ligand conformational biasing and pocket-dependent permissiveness, providing a chemical framework for optimizing stable, conformation-biased neuropeptide analogs.

biochemistry↗

bioRxiv2026

Nuclear envelope-dependent heterochromatin positioning gates the timing of nucleolar assembly in the early embryo

The nucleolus is the largest nuclear condensate, yet how its assembly is developmentally timed remains poorly understood. In the Caenorhabditis elegans embryo, nucleoli normally appear at the 6- to 8-cell stage. Here we show that the LINC complex and nuclear lamina restrain premature nucleolar assembly through heterochromatin organization. Depletion of the embryonic LINC complex proteins SUN-1 or ZYG-12 induces precocious FIB-1-positive nucleoli at the 4-cell stage, particularly in the EMS and P2 blastomeres. LMN-1 depletion produces a more severe phenotype combining premature assembly with impaired disassembly. Loss of the heterochromatin anchor CEC-4 alone has modest effects but strongly suppresses precocious nucleolar assembly caused by LINC complex depletion. LINC complex and lamin perturbations alter the heterogeneity of HPL-2-marked chromatin, and FIB-1 condensates occupy locally HPL-2-depleted regions. These findings identify nuclear envelope-dependent heterochromatin organization as a developmental gate for nucleolar condensate assembly.

cell biology↗

bioRxiv2026

A unique compact genomic island co-localizing iron and anammox genes in Candidatus Brocadia sinica, but not in other species

microbiology↗

bioRxiv2026

Deoxyribonucleotide incorporation reshapes mRNA design beyond canonical ribonucleotide boundaries

Messenger RNA (mRNA) is canonically composed of ribonucleotides, with sporadic incorporation of deoxyribonucleotides into natural RNA transcripts being traditionally regarded as a rare, deleterious error arising from transcriptional infidelity. Here, we challenge this paradigm by demonstrating controlled partial substitution of ribonucleotides with deoxyribonucleotides during in vitro transcription (IVT) generates intact, stable and fully translationally competent IVT-mRNA. Unexpectedly, chimeric DNA-RNA backbone modification exhibits markedly enhanced IVT-mRNA translation several fold across multiple cell types and in vivo via diverse dosing routes relative to their ribonucleotide-based counterparts. 25% substitution of cytidine triphosphate with deoxycytidine triphosphate achieved best-performing translational output, surpassing the current gold-standard N1-methylpseudouridine (m1{Psi})-modified IVT-mRNA in a B16-OVA tumor vaccination model. These findings identify nucleotide class composition as a previously unrecognized parameter governing IVT-mRNA function and establish hybrid ribonucleotide-deoxyribonucleotide backbone engineering as a versatile strategy to expand the chemical space for next-generation mRNA therapeutics.

synthetic biology↗

bioRxiv2026

Distinct roles for DNA- and RNA-sensing immune pathways in control of genital HSV-2 infection and restriction of neuroinvasion

Early control of viral infection is thought to rely on pattern-recognition receptors (PRRs) that induce interferons (IFNs) and leukocyte recruitment, but how distinct PRRs coordinate mucosal antiviral defense remains unclear. We show that both the DNA-sensing cGAS-STING pathway and the RNA-sensing RLR-MAVS pathway are required for protection upon genital herpes simplex virus type 2 (HSV-2) infection. cGAS deficiency increased infection-induced pathology in both epithelial and submucosal compartments, whereas MAVS deficiency primarily affected the epithelium. Spatial proteomics and regional transcriptomics revealed that cGAS was essential for early epithelial TBK1 activation, expression of IFN-stimulated genes and recruitment and activation of myeloid and lymphoid cells to the epithelium. While MAVS was essential for full TBK1 activation it had limited impact on the induced IFN response. However, MAVS sustained basal epithelial expression of the antiviral factors IFITM1 and 3, which exert antiviral activity against HSV-2. Notably, cGAS deficiency impaired submucosal IFN responses and enabled viral spread into this tissue, enabling infection of intervening neurons and dissemination to the central nervous system. These findings define coordinated, compartment-specific innate defense against infections.

immunology↗

bioRxiv2026

Horizontal gene transfer drives DNRA capacity in wastewater treatment systems

Anammox bacteria require large amounts of iron for hydrazine synthase (HZS) and hydrazine oxidoreductase (HZO). By analyzing 8 anammox genomes across four genera, we found that only Candidatus Brocadia sinica harbors a compact genomic island (<10 kb) where hzs co-localizes with iron uptake (TonB, FeoAB) and Fe-S cluster assembly (NifU/NifS) genes. All other species show dispersed architectures (>100 kb separation). In the dispersed species Ca. Kuenenia stuttgartiensis, transcriptomic data revealed a 300- to 1500-fold excess of hzs over iron genes, indicating severe expression uncoupling. Thus, physical co-localization of iron support genes with anammox core enzymes is rare but exists in one Brocadia lineage, potentially enabling better co-regulation. These findings provide a genomic basis for predicting iron responsiveness across anammox species in engineered systems. Significance StatementOnly Candidatus Brocadia sinica harbors a compact <10 kb iron-nitrogen genomic island. All other anammox species show dispersed iron-nitrogen architectures (>100 kb separation). Dispersed species exhibit 3001500-fold expression mismatch between hzs and iron genes. Physical co-localization may enable co-regulation of iron supply with anammox metabolism. Genomic architecture predicts lineage-specific iron responsiveness in anammox engineering.

microbiology↗

bioRxiv2026

A novel model demonstrating that human immune cells promote multiorgan SARS-CoV-2 dissemination and human T cells limit anti-viral innate immunity

Despite extensive studies, many questions remain regarding the pathology and mechanisms behind Coronavirus disease 2019 (COVID-19), and particularly on post-acute sequelae of COVID-19 (PASC). Because existing mouse models cannot recapitulate human immune responses, we developed a human immune system (HIS) mouse model with physiologic expression of hACE2. After intranasal infection, persistent viral RNA was observed in multiple organs for 8 weeks, despite the generation of human SARS-CoV-2-specific T cell responses. Human immune cells increased viral infection in the lung and non-pulmonary tissues. COVID-19-related pathology was recapitulated in the lungs, with fibrosis peaking at 14 days post-infection. Immune activation was detected in the lungs, hearts, intestines and brains of acutely infected mice and persisted at 8 weeks in the heart and lungs. The presence of human T cells correlated with attenuated innate antiviral transcriptional signatures in the lung, where a persisting cytotoxic mature CD4+ T cell population with JAK-STAT activation was enriched in infected mice. Thus, human T cells mount an antigen-specific but ultimately dysfunctional response, while paradoxically suppressing the innate interferon response, permitting chronic interferon activation and long-term viral persistence, recapitulating several immunologic and histopathologic features associated with PASC. This model will uniquely facilitate understanding of virus-human immune dynamics and therapeutic approaches to PASC.

immunology↗

bioRxiv2026

Visual field map size constrains working memory precision

Individual differences in working memory are associated with cognitive functioning and real-world outcomes, including general intelligence, academic achievement, and psychiatric and neurological disorders. Despite its importance, the neurobiological mechanisms that drive individual differences in working memory are unknown. Here, we asked whether the precision of spatial working memory covaries with the cortical surface area of retinotopically organized maps that are thought to store the content of working memory. In particular, we hypothesized that individuals with larger visual field maps would have more precise working memory. We assessed human subjects (male and female) working memory precision using a memory-guided saccade task, and using fMRI we separately mapped retinotopically organized regions of visual, parietal, and frontal cortex. In support of our hypothesis, we found that people with larger maps in primary visual cortex and parietal cortex had better memory. To test hypotheses about the potential mechanisms driving our results, we simulated working memory in neural network models with varying numbers of synthetic neurons. Echoing our empirical results, larger networks exhibited less memory error. This reduction in error could be fully attributed to a decrease in the proportion of memory-perturbing noise along the attractor in larger networks, establishing a pure size effect on working memory precision.

neuroscience↗

bioRxiv2026

IRF7 deficiency increases disease severity independently of TLR7 recognition in Influenza A infection in mice

Influenza A virus (IAV) remains a major cause of respiratory morbidity and mortality, yet the role of Toll-like receptor 7 (TLR7), an RNA sensor, and its downstream signaling events, such as interferon regulatory factor 7 (IRF7), in IAV infection remain unclear. To address this question, we used single-cell RNA sequencing, genetic mouse models, and immunological analysis. Single -cell transcriptomic profiling of the infected lungs revealed robust upregulation of Tlr7 and genes associated with interferon pathways in dendritic cells and B cells, alongside widespread induction of Irf7 across immune and non-immune compartments. Tlr7-deficient mice exhibited normal viral control, lung pathology, and survival following IAV challenge. In contrast, Irf7 deficiency resulted in significantly increased disease severity, impaired early interferon responses, exacerbated bronchial epithelial hyperplasia, and defective early humoral priming. In assessing adaptive immunity, both Irf7-deficient andTlr7-deficient mice had reduced antihemagglutinin antibody production. Mechanistically, IRF7 protein expression and downstream signaling were largely preserved in TLR7-deficient mice, indicating that IRF7 activation during IAV infection occurs independently of TLR7. Collectively, these findings identify IRF7 as a non-redundant determinant of innate immunity and disease outcomes during IAV infection, while positioning TLR7 as a modulatory factor primarily influencing adaptive immune maturation. Our study refines current models of antiviral sensing by uncoupling receptor induction from functional necessity and highlights IRF7 as a critical downstream regulator dictating host defense against acute influenza A infection. ImportanceInfluenza A virus is a respiratory pathogen that remains a major threat to global health as a seasonal disease and a source of periodic pandemics. The outcomes of the infection can range from mild illness to severe pneumonia and death, particularly in vulnerable populations, yet the reasons why some individuals develop more severe disease are not fully understood. Early immune defenses in the lungs are critical for controlling the virus, but they can also contribute to harmful inflammation if not properly regulated. In particular, key sensors that detect viral genetic material and the signaling pathways that activate antiviral responses play an essential role in shaping these outcomes. The significance of our study lies in defining how these early immune mechanisms influence the course of influenza A infection, providing insight that may guide the development of improved therapies for influenza and related respiratory viruses.

immunology↗