Biology subjects

Xia, M.

Publications and source records attributed to Xia, M..

At least 19 recordsLinked to original sources

bioRxiv2026

Pediatric brain charts reveal ADHD biotypes with distinct developmental, molecular, and therapeutic profiles

Attention-deficit/hyperactivity disorder (ADHD) exhibits profound clinical heterogeneity; however, its underlying neurobiological substrates remain unclear. Here, leveraging large - scale structural magnetic resonance imaging data from 12,663 typically developing children and 1,699 children with ADHD across Chinese and United States cohorts, we construct population specific pediatric brain charts via hierarchical Bayesian normative modeling to quantify individual deviations in cortical morphology. Data-driven clustering identifies two robust, cross - ethnically replicable ADHD biotypes: an infra - normal biotype characterized by widespread cortical thinning and a supra - normal biotype marked by cortical thickening. Multivariate analyses reveal distinct brain-behavior architectures: cortical deviations correlate preferentially with symptom severity in the infra-normal biotype but with both symptom severity and cognitive performance in the supranormal biotype. Clinically, the infra-normal biotype demonstrates a superior response to methylphenidate over atomoxetine, whereas the supra-normal biotype responds comparably to both. Transcriptomic analyses identify biotype-specific molecular signatures converging with ADHD genome-wide association study (GWAS) risk loci but exhibiting distinct expression patterns in the brain. These findings classify ADHD heterogeneity into neurobiologically distinct, clinically informed biotypes, providing a mechanistic framework for precision psychiatry in pediatric ADHD.

neuroscience↗

bioRxiv2026

Charting sex divergence in the human brain across the lifespan

Biological sex fundamentally shapes human brain organization, but sex-specific normative neuroanatomical trajectories across the lifespan remain largely uncharted. Here, we constructed independent, sex-specific lifespan brain charts using structural neuroimaging data from 59,915 healthy individuals (29,760 males and 30,155 females) ranging in age from 266 postconception days to 100 years. By examining 296 structural phenotypes across global, cortical, and subcortical measures, these models revealed widespread sex differences in maturational timing, with males reaching peak milestones later than females. These trajectories demonstrate that sex differences evolve dynamically, with phenotype-specific windows of emergence and maximal separation. Compared with conventional sex-pooled references, sex-specific models achieved superior predictive accuracy and reduced misestimation of individual deviations in healthy populations. Across five neuropsychiatric conditions, sex-specific models improved the detection of extreme deviations and revealed both shared and sex-dependent patterns of disorder-related neuroanatomical abnormalities. These sex-specific charts establish tailored normative references for assessing brain development, ageing, and disease.

neuroscience↗

bioRxiv2026

Host Cell Wall Polysaccharides Modulate Nanosynbacteria Recognition and Attachment

Ultrasmall episymbiotic bacteria grow on the surface of their obligate bacterial hosts. These episymbionts have a restricted host range and likely rely on host-derived receptor molecules to identify and associate with cognate hosts. Nanosynbacteria from the oral microbiome, like Nanosynbacter lyticus, utilize a pair of distinct type 4 pili (T4P) for host surface interactions, T4P-1 and T4P-2. In this study we identify the adhesin components of both T4P, demonstrate that these adhesins localize to the cell wall of the cognate host Actinobacterium Schaalia odontolytica, and demonstrate that each adhesin binds distinct components of the host cell wall. The adhesin from the motility driving T4P-1, termed PilX1, showed a wide range of affinities in microarray screening and bound peptidoglycan directly, but could not bind purified cell wall polysaccharides (CWPS) from host surfaces. Conversely, the adhesin from T4P-2, termed PilX2, bound host-derived CWPS and preferentially bound episymbiont-naive hosts over episymbiont-exposed hosts. Within the bacterial host we identified two CWPS biosynthesis pathways that altered adhesin binding and episymbiont susceptibility. Disruption of a rhamnose-CWPS pathway left hosts susceptible to episymbiont binding and disruption of a fucose remodeling pathway made hosts more resistant to episymbiont binding. Analyzing polysaccharide compositions revealed multiple CWPS, potentially including a rhamnose- and mannose-rich rhamnomannan. Consistent with this finding, exogenously added rhamnose and mannose were able to block binding by N. lyticus, supporting a role for these sugars in episymbiont defense. Our study reveals that Nanosynbacteria rely on the complex sugars that coat their host bacteria for recognition and attachment.

microbiology↗

bioRxiv2026

Normative modelling of cortical networks identifies subtypes of type 2 diabetes associated with distinct clinical and transcriptomic profiles

Type 2 diabetes (T2D) is characterized by substantial clinical heterogeneity, yet its neurobiological substrates remain unclear. Here, we leverage normative modelling of cortical morphometric networks to quantify individual-level brain deviations using structural MRI data from 3,723 participants (1,941 T2D patients and 1,782 healthy controls) across three independent cohorts. Data-driven clustering reveals two robust T2D biotypes characterized by widespread positive (biotype 1) and negative (biotype 2) brain deviations. Despite comparable overall metabolic burdens, these biotypes feature distinct brain-metabolic coupling patterns: biotype 1 is primarily associated with lipid metabolism, whereas biotype 2 reflects a multifactorial metabolic burden spanning glycaemic control, adiposity, lipid, vascular risks, and disease duration. These divergent brain vulnerability profiles have distinct cognitive consequences; notably, biotype 2 shows poorer performance in complex cognitive tasks, aligning with negatively deviated connectivity gradients along the sensorimotor-to-association axis. Spatial transcriptomic analyses further link biotype 2 deviations to gene expression patterns enriched in insulin signalling, mitochondrial functions, tight junctions, and neurodegenerative disease pathways, alongside specific involvement of inhibitory neurons and oligodendrocyte lineage cells. Our findings provide a neurobiological understanding of T2D heterogeneity and establish a data-driven framework for characterizing personalized brain vulnerability, with implications for advancing precision diabetes medicine.

neuroscience↗

bioRxiv2026

Phylogenetic conservation of bacterial environmental responses predicts soil bacterial biogeographic patterns

Soil bacterial communities exhibit biogeographic patterns along environmental gradients, yet why some environmental factors contribute more strongly to community turnover than others remains poorly understood. Here, we tested whether this variation can be explained by the phylogenetic depth at which bacterial responses to each environmental factor are conserved. Across 40 forest sites in Japan spanning multiple soil and climatic gradients, environmental factors whose bacterial responses were conserved at deeper phylogenetic levels contributed more strongly to bacterial community turnover. We further asked whether phylogenetic clades that share similar environmental responses represent ecologically meaningful units for understanding bacterial community responses. Using soil pH as a focal test case, we found that response-defined clades improved prediction of taxon-level abundance shifts and community-level compositional shifts compared with models that treated taxa as independent units. Together, these findings show that the phylogenetic depth of bacterial environmental responses links trait conservation, community turnover and soil bacterial biogeographic patterns. Significance StatementSoil bacterial communities form biogeographic patterns along environmental gradients, but it remains unclear why some environmental factors drive stronger community turnover than others. This study shows that the strength of bacterial community turnover can be predicted from the phylogenetic depth at which bacterial responses to environmental factors are conserved. Across forest soils in Japan, deeply conserved bacterial responses were linked to stronger community turnover, and clades sharing conserved responses improved prediction of both taxon- and community-level shifts. These findings identify phylogenetically conserved response structure as an organizing principle for understanding and predicting soil bacterial biogeographic patterns.

ecology↗

bioRxiv2026

Chronic oral fentanyl consumption produces dynamic behavioral adaptations during abstinence in female mice

RationaleThe opioid epidemic continues to be driven by synthetic opioids, particularly fentanyl, yet the long-term behavioral manifestations of withdrawal remain poorly characterized. Women exhibit unique vulnerabilities to opioid use disorder, including greater susceptibility to withdrawal-related symptoms and relapse, suggesting that defining the behavioral adaptations that emerge during prolonged fentanyl abstinence may identify mechanisms underlying female-specific relapse vulnerability. Thus, we used an oral fentanyl drinking model to longitudinally examine nociceptive, affective, and exploratory behaviors across chronic exposure and abstinence in female mice. MethodsAdult female C57BL/6J mice underwent a modified 5-week Drinking-in-the-Dark paradigm with 4-hour daily access to fentanyl (30 {micro}g/mL) or water. Somatic withdrawal was assessed following naloxone-precipitated withdrawal. Thermal and mechanical nociception, sucrose preference, exploratory behavior, acoustic startle, nest building, and locomotor activity were evaluated during fentanyl exposure and throughout one month of abstinence. ResultsFemale mice exhibited robust naloxone-precipitated somatic withdrawal, confirming physiological effects of opioid drinking. Chronic fentanyl exposure produced transient thermal hyperalgesia during weeks 2-4 of drinking that resolved by the final week, but re-emerged after 30 days of abstinence. After 30 days of abstinence, we also found increased mechanical sensitivity. During early abstinence, fentanyl-exposed mice exhibited increased sucrose consumption and greater exploration of anxiogenic environments without alterations in general locomotion. Increased exploratory behavior persisted into prolonged abstinence and was partially rescued in mice who previously received naloxone. Additionally, fDID mice exhibited impaired nesting behavior, while prior naloxone-precipitated withdrawal improved nest-building performance. ConclusionsWe demonstrate that chronic opioid exposure, precipitated withdrawal trials, and duration of abstinence interact to shape protracted withdrawal phenotypes in female mice that extend well beyond drug exposure. These results provide insight into persistent withdrawal symptoms that may shape relapse vulnerability using a novel translationally relevant framework.

neuroscience↗

bioRxiv2026

A Tripartite Map of the Ventromedial Prefrontal Cortex

The ventromedial prefrontal cortex (VMPFC) has been repeatedly implicated in affect, valuation, and social cognition, yet how these diverse functions are organized within a single cortical territory has remained unresolved. Here, we integrate large-scale meta-analysis, individual-level task fMRI, artificial neural-network encoding models, and multimodal connectivity analyses to reveal the internal functional architecture of the human VMPFC. Across four complementary studies, we identify a robust tripartite organization along the anterior-posterior axis, comprising posterior affective, middle valuation, and anterior social functional motifs. Connectivity fingerprinting demonstrates that each motif is preferentially embedded within distinct large-scale brain networks, providing a mechanistic account of VMPFC functional specialization. This organization is reproducible at the level of individual subjects, generalizes to naturalistic stimuli, extends across development, and shows cross-species correspondence with non-human primates and multiple neurobiological markers. Together, these findings resolve a long-standing organizational question and establish a biologically grounded framework for interpreting VMPFC function.

neuroscience↗

bioRxiv2026

TMEM106B mediates ACE2-independent replication of the SARS-CoV-2 S-E484D variant in airway-derived cell models

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continues to cause significant respiratory disease, particularly in vulnerable populations. Although ACE2 is the primary receptor for viral entry, previous studies have identified a naturally occurring, ACE2-independent entry pathway in certain airway-derived cell lines. Utilization of this pathway depends on surface heparan sulfates and requires the E484D substitution within the receptor-binding domain of the viral Spike (S) protein. In this study, we expand the panel of airway-derived cell lines that support ACE2-independent, S-E484D-dependent replication and identify the host lysosomal transmembrane protein TMEM106B as a critical host factor for infection. Knockout of TMEM106B completely abolishes infection by SARS-CoV-2 SE484D in NCI-H522 and NCI-H661 cells. Moreover, ectopic expression of the luminal C-terminal domain (CTD) of TMEM106B-either alone or redirected to the plasma membrane - is sufficient to enable viral entry and infection in otherwise non-permissive cells. We further show that Fc-TMEM106B-CTD decoy protein blocks infection by SARS-CoV-2 SE484D, supporting a direct interaction between the S-E484D protein and TMEM106B-CTD. Finally, passaging experiments with a chimeric VSV-SARS-CoV-2 SE484D identify additional mutations within the heptad repeat 1 that enhance TMEM106B utilization and viral spread in the ACE2-independent cell models. Together, these findings demonstrate that TMEM106B is a key mediator of a naturally occurring ACE2-independent pathway in multiple airway-derived cells lines and suggest that variation in the Spike protein can expand receptor usage by SARS-CoV-2. IMPORTANCESevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continues to acquire mutations in the viral spike (S) protein as it circulates in humans. How these mutations influence the cell and tissue tropism of SARS-CoV-2 remains poorly understood. While ACE2 is the canonical host cell receptor for SARS-CoV-2, previous studies revealed the presence of a naturally occurring ACE2-independent entry pathway in multiple airway-derived cell lines that can be utilized only by a SARS-CoV-2 variant bearing the E484D substitution within the viral S protein. Here we expand the airway-derived cell line models that support ACE2-independent and S-E484D-dependent entry and show that the host lysosomal transmembrane protein, TMEM106B, is an essential viral entry factor. Although the E484D substitution is currently rare in human isolates, our findings raise the possibility that small mutations in SARS-CoV-2 S can allow the utilization of alternative entry pathways that broadens its cell and tissue tropism.

microbiology↗

bioRxiv2025

Ovarian Tumor FAK Inhibition Releases Omega-3 Fatty Acids Stimulating GATA6 Peritoneal Macrophage CXCL13 Production Enhancing Immunotherapy

High grade serous ovarian cancer (HGSOC) is the most lethal gynecologic malignancy in the USA due to chemo- and immuno-therapy resistance. We show that focal adhesion kinase (FAK) inhibition with ifebemtinib or tumor genetic FAK knockout (KO) in syngeneic ovarian tumor models stimulated resident large peritoneal macrophages to express CXCL13 chemokine and promoted B cell infiltration. Macrophage GATA6 inactivation prevented CXCL13 expression and enhanced FAK-KO tumor growth. Combining ifebemtinib with pegylated doxorubicin chemotherapy and anti-TIGIT immune checkpoint antibody extended survival with tumor-associated tertiary lymphoid structure formation. Mechanistically, FAK-KO heat-treated conditioned media contained exosomes enriched with omega-3 fatty acids which stimulated macrophage CXCL13 production. Ifebemtinib-treated tumors, FAK-KO exosomes, and purified eicosapentaenoic acid enhanced murine and human HGSOC-associated tumor macrophage reprogramming and CXCL13 expression. Overall, our studies define a tumor to macrophage signaling linkage via omega-3 exosome lipids supporting B cell recruitment, survival, immunotherapy enhancement, and actionable via small molecule FAK inhibition. eTOC BlurbHigh-grade serous ovarian cancer remains difficult to treat due to therapy resistance. Chen et. al. reveal that tumor FAK inhibition educates macrophages to express CXCL13 associated with B cell infiltration - highlighting a new therapeutic pathway linking FAK inhibition, omega-3 fatty acid containing exosomes, and macrophage mediated anti-tumor activation. Bullet pointsO_LIGenetic or small molecule FAK inhibition enhances ovarian tumor B cell infiltration C_LIO_LITumor FAK inhibition stimulates GATA6+ macrophages to make CXCL13 C_LIO_LIFAKi, pegylated doxorubicin and anti-TIGIT promote tertiary lymphoid structures C_LIO_LIOmega-3 fatty acids stimulate human HGSOC ascites macrophages to make CXCL13 C_LI

cancer biology↗

bioRxiv2025

Characterizing the role of RSD-6 in the biogenesis of virus-derived small interfering RNAs and the modulation of viral pathogenesis

Small interfering RNAs (siRNAs) produced through the processing of viral double-stranded RNAs mediate potent antiviral RNA interference (RNAi) in eukaryotes. In Caenorhabditis elegans, such an antiviral defense is further amplified through the production of secondary siRNAs, yet the mechanisms by which secondary virus-derived siRNAs (vsiRNAs) confer protection remain poorly understood. Here, we characterize the role of rsd-6, which encodes a Tudor domain protein and plays important role in antiviral RNAi, in vsiRNA biogenesis and modulation of viral pathogenesis. Using CRISPR Cas9-generated rsd-6 null mutants, we show that both primary and secondary vsiRNAs accumulate normally in the absence of RSD-6, indicating that it functions downstream of secondary vsiRNA biogenesis. We further showed that secondary vsiRNAs generated in rrf-1-independent manner remained detected in the absence of RSD-6 and viral replication is further enhanced in rrf-1;rsd-6 double mutants compared to rrf-1 single mutants, suggesting a role of rsd-6 in mediating antiviral guided by all secondary vsiRNAs. Consistently, rsd-6 mutants exhibited more severe pathogenesis upon Orsay virus infection compared to rrf-1 mutants, underscoring its role as a major determinant of viral disease outcome. Domain characterization established that the N-terminal tandem domains of RSD-6 are required for antiviral activity, while the C-terminal Tudor domains are dispensable. Functional conservation was confirmed in C. briggsae, where silencing of the rsd-6 homolog enhanced viral replication. Together, our findings identify RSD-6 as a key effector acting downstream of secondary vsiRNA production and highlight its conserved role in modulating viral replication and pathogenesis across Caenorhabditis species. ImportanceIn C. elegans, the RNAi-mediated antiviral defense relies on the production of secondary virus-derived siRNAs (vsiRNAs) to achieve an amplified antiviral effect. However, the mechanism by which these secondary vsiRNAs confer protection remains poorly understood. This is primarily due to the limited number of identified key effector genes. To address this knowledge gap, we profiled vsiRNA biogenesis in loss-of-function mutants and discovered that rsd-6 is dispensable for the production of secondary vsiRNAs, suggesting a role of rsd-6 in mediating antiviral defense downstream of secondary vsiRNA biogenesis. Worm survival assay further confirmed that rsd-6 is a critical modulator of viral pathogenesis and its antiviral function is conserved across Caenorhabditis species. The RSD-6 protein features three N-terminal tandem domains of unknow function and two tandem Tudor domains at its C-terminus. Our domain analyses demonstrated that the N-terminal tandem domains, but not the C-terminal Tudor domains, are essential for antiviral function. The identification of rsd-6 as a key effector gene acting downstream of vsiRNA biogenesis provides a solid foundation for elucidating the mechanism of antiviral RNAi amplification.

immunology↗

bioRxiv2025

Artificial Intelligence-driven Whole-brain Cell Mapping with Highly Multiplexed In Situ Hybridization

Recent advances in three-dimensional single-cell-resolution imaging have begun to link organ-wide and cellular level research in development and disease research. Harnessing the power of whole-mount cell staining and tissue-clearing, it became possible to quantify the cell populations throughout an intact organ. While powerful, whole-organ imaging remains limited by the inability to stain a broad range of molecular markers simultaneously and by the lack of an analytical scheme to precisely quantify the cell population. Here, we present a highly multiplexed whole-mount staining technique, utilizing the repeated application of fluorescent in situ hybridization. This technique, termed mFISH3D, was designed by extensively dissecting the chemical basis of hybridization reactions in fixed tissue. mFISH3D enabled the visualization of 10 types of mRNAs in an intact mouse brain and has been demonstrated in various biological specimens including the human brain. To achieve unprecedented levels of accuracy in spatial cell mapping, we developed artificial intelligence (AI)-driven workflow using self-supervised learning, significantly reducing the need for extensive manual annotations. The integration of mFISH3D with our AI solution sets a standard for high-dimensional tissue analysis, provides a new systematic framework for analyzing complex cellular ecosystems and enables comprehensive investigation of selective cellular vulnerabilities in diseases.

neuroscience↗

bioRxiv2025

An evolutionary leap in plant reproduction: From archegonia and motile sperm to embryo sacs and pollen tubes

The transition of plants from water to land marks a pivotal step in their evolutionary history, with the change in reproductive mode being the most fundamental. This change freed plant reproduction from aquatic dependence, fostering terrestrial lifes prosperity. Key to the shift from archegonial to embryo sac reproduction are pollen tube emergence and female gametophyte changes, though their evolutionary trajectories and mechanisms remain unclear. Ginkgo, a basal gymnosperm, occupies a pivotal position in this transition, retaining motile sperm, simplified archegonia, and primitive pollen tubes, making it an ideal model. To study how the transition between these two reproductive modes occurred, we collected transcriptome data from the reproductive organs of Ginkgo and evolutionarily representative species. Our findings reveal the MYB98-CRP-ECS module- critical for angiosperm pollen tube guidance--in Ginkgos mature archegonia, with pollen tubes containing guidance components. While egg cells are transcriptionally and functionally conserved across land plants, changes in the cell fate of other female gametophyte component cells drove the shift from archegonia to embryo sacs. Pollen tubes may originate from fern male gametophyte internalization and modification. These findings clarify the evolutionary path and molecular basis of this major reproductive transition.

plant biology↗

bioRxiv2025

Characterization and Genome Insights of Two Novel Plastic-Degrading Acinetobacter Species

The ubiquitous presence of Acinetobacter species in the environment holds significant biotechnology potential, particularly in the degradation of various pollutants. In this study, we present two plastic-degrading bacteria, strains CAAS 2-6T and CAAS 2-13T, isolated from landfill leachate and a strawberry farmland, respectively. Strain CAAS 2-6T showed the highest 16S rRNA sequence similarity (97.7%) with Acinetobacter gerneri DSM 14967T, while strain CAAS 2-13T was most closely related (99.6%) to Acinetobacter gerneri PS-1T. Phylogenetic analysis of 16S rRNA and gyrB-rpoB genes placed both strains on distinct branches. Genomic comparisons revealed the highest digital DNA-DNA hybridization (dDDH) / average nucleotide identity (ANI) values for CAAS 2-6T with Acinetobacter indicus CIP 110367T (22.7%/77.0%) and for CAAS 2-13T with Acinetobacter gerneri PS-1T (66.5%/96.0%). Based on phenotypic and chemotaxonomic data, we propose strain CAAS 2-6T as the novel species Acinetobacter lentus sp. nov. (type strain CAAS 2-6T = GDMCC 1.3951T = JCM 36321T = KCTC 8156T), and strain CAAS 2-13T as the novel subspecies Acinetobacter kanungonis subsp. fragariae subsp. nov. (type strain CAAS 2-13T = GDMCC 1.3956T = JCM 36322T = KCTC 8157T). Both strains utilized PLA, PBSA, PBS, PBAT, and PBT as sole carbon sources, with CAAS 2-6T exhibiting superior growth on PBSA, PBS, and PBAT. Genomic annotation identified genes encoding plastic-degrading enzymes multicopper oxidase AbMCO and alkane hydroxylase AlkB. Enzymatic depolymerization assays confirmed in vitro production of plastic monomers. These findings expand the known metabolic capabilities of Acinetobacter and provide promising new candidates for plastic bioremediation. IMPORTANCEAcinetobacter spp. demonstrate significant potential for plastic bioremediation. We characterize two novel strains: CAAS 2-6T (A. lentus sp. nov.) and CAAS 2-13T (A. kanungonis subsp. fragariae subsp. nov.), capable of degrading five major polyesters (PLA, PBAT, PBT, PBS, PBSA) as sole carbon sources. Genomic and enzymatic analyses identified multicopper oxidase (AbMCO) and alkane hydroxylase (AlkB) as key depolymerase. This work: (i) Expands plastic-degrading Acinetobacter diversity; (ii) Provides novel biocatalysts and genomic resources; (iii) Delivers engineerable microbial chassis.

microbiology↗

bioRxiv2025

Parkinson's disease-vulnerable and -resilient dopamine neurons display opposite responses to excitatory input

Dopamine (DA) neurons of the substantia nigra (SN) are essential for motor control and selectively degenerate in Parkinsons disease (PD). However, DA neurons are molecularly heterogeneous, with some showing greater vulnerability and others resilience. Here, we show that the DA subtype marker Anxa1, identified in mice, labels PD-vulnerable DA neurons in human SN. Using mice, we found that excitatory inputs from subthalamic (STN) and pedunculopontine (PPN) nuclei evoked frequency-dependent excitation in SN GABA neurons, but complex multiphasic DA neuron responses, suggesting heterogeneous DA subtype responses. Indeed, excitatory inputs evoked differential DA responses in striatal subregions, an increase in caudal striatum, but inhibition followed by rebound in dorsolateral striatum. Additionally, PD-resilient Vglut2+ DA neurons were excited by STN/PPN input, while vulnerable Anxa1+ DA neurons were inhibited. These findings demonstrate that DA subtypes are embedded in distinct functional networks, suggesting that some therapeutic interventions may differentially impact vulnerable and resilient DA subtypes.

neuroscience↗

bioRxiv2025

Multimodal Validation of the Existence of Transitional Cerebellar Progenitors in the Human Fetal Cerebellum

The developing human cerebellum comprises a series of transient progenitor states that are essential for generating diverse neural subtypes, yet the identity and validation of intermediate cell populations bridging stem-like and lineage-committed neuronal precursors remain limited. In our previous single-cell transcriptomic study, we identified a distinct transitional cerebellar progenitor (TCP) population enriched in specific progenitor zones such as the rhombic lip during human fetal cerebellar development. To address the concerns raised in the Matters Arising regarding the existence of the TCP cells, we provide additional multimodal validations of this population. Rigorous reanalysis of our single-cell transcriptomic data, applying stringent quality control measures, validated the quality of TCP cells and their classification as a transcriptionally distinct population. Multiple orthogonal validations of TCP signature genes (SOX11 and HNRNPH1) using RNAscope in situ hybridization, Xenium-based spatial transcriptomics, and immunohistochemistry on additional fetal cerebellar samples across different stages demonstrated the consistent presence of TCPs in the rhombic lip, transitioning from PRTG+ stem-like zones in the ventricular zone at early developmental stages to the subventricular zone overlapping with EOMES+ unipolar brush cell precursors at later stages. TCP-like populations were also independently identified in two fetal cerebellar single-nucleus transcriptomic atlases, and their gene signature was enriched in a cell population associated with aggressive medulloblastomas. Collectively, these multimodal validations confirm the existence of a transitional progenitor population in the human fetal cerebellum, with implications for cerebellar lineage progression and medulloblastoma origin.

developmental biology↗

bioRxiv2025

Effects of C3aR activated mast cells in eosinophilic esophagitis

BackgroundEosinophilic esophagitis is a chronic food induced allergic inflammatory disease of the esophagus. Eosinophil-depleting antibodies have not shown significant improvement in clinical symptoms, which has turned attention to mast cells. These cells also accumulate in the esophagus of EoE at levels that correlate with symptoms, demonstrate extensive activation including degranulation, correlate and remain elevated and poised for reactivation even in EoE patients in remission as defined by reduced eosinophil levels. Herein, we examine a mechanism of mast cell activation in EoE. MethodsEsophageal mast cell degranulation was quantitated by CD63 expression by flow cytometry. Mast cell degranulation activity of esophageal biopsies was examined employing a bioassay with human CD34 progenitor cell derived primary human mast cells. Bulk and single cell RNA sequencing data of the esophagus were analyzed for complement dysregulation and mast cell properties as a function of disease state. Human esophageal biopsies were stained for C3 and analyzed for C3a and C3 protein content. Primary human mast cells and fibroblasts were further interrogated by flow cytometry, immunostaining, and RNA sequencing. ResultsEsophageal mast cells demonstrated increased CD63 expression, a measure of degranulation, in subjects with active compared with remission EoE. Esophageal biopsy lysates induced mast cell degranulation. Analysis of esophageal bulk RNA sequencing data demonstrated that the mast cell marker CPA3 strongly correlated with C3AR1. Accordingly, the level of C3a receptor on esophageal mast cells was proportional with CD63 expression. C3AR1 expression was increased in the fibrostenotic endoscopic phenotype compared to normal appearing active EoE patients. Esophageal biopsies were notably enriched in the expression of multiple complement genes (including C3AR1, C3, CFB, C1QA, C1QB, and C1QC) some of which were increased in active vs remission EoE (C3AR1, CFB, C1QA, C1QB, and C1QC). Single cell RNA (scRNA) sequencing data revealed enrichment of C3 in fibroblasts at levels higher in EoE compared with non-EoE controls. The ratio of C3a/C3 protein levels in the esophagus was increased in EoE compared to control. Mast cells and fibroblasts have increased proximity in EoE compared with non-EoE control subjects. Additionally, C3a stimulated mast cells to express increased CD117 and release multiple EoE-relevant cytokines including fibroblast active mediators including granzyme B, which is enriched in esophageal mast cells. ConclusionTaken together, our findings present evidence for the interplay of mast cells and fibroblasts via C3a in the pathogenesis of EoE.

immunology↗

bioRxiv2025

Reconstructing Noisy Gene Regulation Dynamics UsingExtrinsic-Noise-Driven Neural Stochastic Differential Equations

Proper regulation of cell signaling and gene expression is crucial for maintaining cellular function, development, and adaptation to environmental changes. Reaction dynamics in cell populations is often noisy because of (i) inherent stochasticity of intracellular biochemical reactions ("intrinsic noise") and (ii) heterogeneity of cellular states across different cells that are influenced by external factors ("extrinsic noise"). In this work, we introduce an extrinsic-noise-driven neural stochastic differential equation (END-nSDE) framework that utilizes the Wasserstein distance to accurately reconstruct SDEs from trajectory data from a heterogeneous population of cells (extrinsic noise). We demonstrate the effectiveness of our approach using both simulated and experimental data from three different systems in cell biology: (i) circadian rhythms, (ii) RPA-DNA binding dynamics, and (iii) NF{kappa}B signaling process. Our END-nSDE reconstruction method can model how cellular heterogeneity (extrinsic noise) modulates reaction dynamics in the presence of intrinsic noise. It also outperforms existing time-series analysis methods such as recurrent neural networks (RNNs) and long short-term memory networks (LSTMs). By inferring cellular heterogeneities from data, our END-nSDE reconstruction method can reproduce noisy dynamics observed in experiments. In summary, the reconstruction method we propose offers a useful surrogate modeling approach for complex biophysical processes, where high-fidelity mechanistic models may be impractical.

molecular biology↗

bioRxiv2024

Behavioral and genetic markers of susceptibility to escalate fentanyl intake.

BackgroundThe "loss of control" over drug consumption, present in opioid use disorder (OUD) and known as escalation of intake, is well-established in preclinical rodent models. However, little is known about how antecedent behavioral characteristics, such as valuation of hedonic reinforcers prior to drug use, may impact the trajectory of fentanyl intake over time. Moreover, it is unclear if distinct escalation phenotypes may be driven by genetic markers predictive of OUD susceptibility. MethodsMale and female Sprague-Dawley rats (n=63) were trained in a sucrose reinforcement task using a progressive ratio schedule. Individual differences in responsivity to sucrose were hypothesized to predict escalation of fentanyl intake. Rats underwent daily 1-h acquisition sessions for i.v. fentanyl self-administration (2.5 {micro}g/kg; FR1) for 7 days, followed by 21 6-h escalation sessions, then tissue from prefrontal cortex was collected for RNA sequencing and qPCR. Latent growth curve and group-based trajectory modeling were used, respectively, to evaluate the association between sucrose reinforcement and fentanyl self-administration and to identify whether distinct escalation phenotypes can be linked to gene expression patterns. ResultsSucrose breakpoints were not predictive of fentanyl acquisition nor change during escalation, but did predict fentanyl intake on the first day of extended access to fentanyl. Permutation analyses did not identify associations between behavior and single gene expression when evaluated overall, or between our ascertained phenotypes. However, weighted genome correlation network analysis (WGCNA) and gene set enrichment analysis (GSEA) determined several gene modules linked to escalated fentanyl intake, including genes coding for voltage-gated potassium channels, calcium channels, and genes involved in excitatory synaptic signaling. Transcription factor analyses identified EZH2 and JARID2 as potential transcriptional regulators associated with escalated fentanyl intake. Genome-wide association study (GWAS) term categories were also generated and positively associated with terms relating to substance use disorders. DiscussionEscalation of opioid intake is largely distinct from motivation for natural reward, such as sucrose. Further, the gene networks associated with fentanyl escalation suggest that engagement of select molecular pathways distinguish individuals with "addiction prone" behavioral endophenotypes, potentially representing druggable targets for opioid use disorder. Our extended in silico identification of SNPs and transcription factors associated with the "addiction prone" high escalating rats highlights the importance of integrating findings from translational preclinical models. Through a precision medicine approach, our results may aid in the development of patient-centered treatment options for those with OUD.

neuroscience↗