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Biology subjects

Liao, Z.

Publications and source records attributed to Liao, Z..

At least 19 recordsLinked to original sources

Disrupted chromatin architecture blocks B lymphopoiesis in Down syndrome

Human fetal haematopoiesis requires developmental potential to be encoded before lineage identity becomes transcriptionally apparent, but whether three-dimensional genome architecture provides such information is unknown. Here we develop ChromE-seq, a scalable single-cell assay that jointly profiles chromatin conformation and transcription, and integrate it with chromatin accessibility and DNA methylation to generate a multimodal atlas of ~400,000 haematopoietic cells from disomic and trisomy 21 (T21) human fetal liver. Chromatin contacts frequently preceded lineage-specific transcription or persisted after transcription declined, revealing 3D chromatin priming and memory. Unexpectedly, B-lineage and erythroid differentiation followed opposing architectural trajectories, with progressive loss and gain of chromatin connectivity, respectively. T21 disproportionately disrupted B-lineage architecture, redistributed interactions towards shorter genomic distances and weakened an EBF1-centred regulatory circuit. Deletion of a T21-sensitive EBF1 loop anchor reproduced the CLP-to-B-progenitor bottleneck observed in T21. These findings establish 3D genome architecture as an organizing layer of human fetal haematopoiesis that links developmental potential with lineage-specific vulnerability to genomic perturbation.

genomics↗

Argonaute 15 regulates immunity of potato to filamentous pathogens through transposon-derived small RNAs

Canonical ribonucleases such as Argonaute (AGO) participate in RNA-based gene regulatory processes. They are important for small RNA (sRNA) association and the formation of RNA-induced RNA silencing complexes. Potato (Solanum tuberosum) has 14 AGO-encoding genes, including the Solanum-specific StAGO15, which is activated upon infection by filamentous pathogens. The resistant phenotype conferred by ectopic expression of StAGO15 was abolished in plants in which a 21-nt sequence in the PAZ-encoding region of StAGO15 was targeted using an artificial miRNA. We then analyzed the sRNAs associated with StAGO15 in Phytophthora infestans leaf infection. Small RNAs were coimmunoprecipitated, subjected to deep sequencing, and analyzed against the P. infestans and potato genomes, in which cleavage sites were predicted by applying the R package, smartPARE. The most notable difference between pathogen- and water-inoculated StAGO15 samples was observed in the transposon (TE) category. Here, two categories of nonautonomous TE dominated: the miniature inverted-repeat transposable elements (MITEs) and short interspersed nuclear elements. The StAGO15-associated sRNAs bind and target complementary endogenous potato RNAs. One example is siRNA122, which acts on a cleavage site in the resistance gene PGSC0003DMG400015681 (StRES1). siRNA122 is derived from a MITE; upon deletion of this source sequence, resistance is restored. Our findings provide new insights into the plant immune surveillance network and demonstrate that deleting a 21 nt RNA sequence from a MITE transposon released a defense response, against two important filamentous pathogens.

plant biology↗

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↗

Single cell eQTL mapping reveals convergent glial-neuronal risk architecture in Parkinson's disease

Synucleinopathies affect [~]15 million people and are classically divided into neuronal (Parkinsons disease (PD), dementia with Lewy bodies) and glial (multiple system atrophy) disorders. Here we challenge this dichotomy. We functionally fine-map 90 PD GWAS signals across nine cell types in cortex and substantia nigra using disease-context, population-scale single-nucleus eQTL meta-analysis (N = 1,197), bulk brain eQTL analysis (N = 1,182), and Mendelian randomization. A stringent causal framework integrates single-nucleus allelic imbalance (snASE) with orthogonal validation. We identify 125 functional risk genes for 50 loci--nearly doubling supported genes--and assign genes and cell types to over half of GWAS signals. Unexpectedly, 51% of risk genes are regulated in glia, particularly oligodendrocytes and their precursors. Across cell types, risk converges on a shared glial-neuronal vesiculopathy network. These findings uncover a convergent glial-neuronal risk architecture and establish a single-cell atlas for context-aware gene discovery and precision therapeutics for PD.

genetics↗

Emergence of rigidity percolation and critical behavior in tunable protein condensates

Multivalent proteins are known to form complex networks within biomolecular condensates, yet the mechanisms governing the emergence and evolution of these networks remain poorly understood. Here, we utilize a synthetic protein chimera system with tunable interactions to investigate the transition from liquid-like droplets to networked condensates. By employing single-amino-acid substitutions, we generated a series of mutants with varying protein-binding strengths. As the interaction strength increases, the condensates undergo a sharp rigidity percolation transition, characterized by a more than 200-fold increase in both elastic modulus and viscosity. Near this transition, we identify a critical scaling relation in the condensate elasticity, providing robust evidence for a percolation-driven assembly mechanism. Furthermore, we demonstrate that this network architecture is fundamentally linked to biological functions. The introduction of disease-associated mutations disrupts the network, significantly softening the condensates and rendering them fluid-like. Our findings reveal that network percolation and criticality in protein condensates can be sensitively regulated by single-amino-acid substitutions, underscoring their essential role in maintaining structural integrity and supporting physiological function.

biophysics↗

Integrating Long-Read Structural Variant Analysis with single-nucleus RNA-seq to Elucidate Gene Expression Effects in Disease

Structural variants (SVs) are a major source of genetic diversity, yet how they impact cell types in complex brain diseases remains largely unexplored, partially due to limitations of short-read sequencing. Here, we addressed this fundamental question in Parkinsons disease (PD). generating long-read whole-genome sequencing (WGS) data for 100 post-mortem brain samples from a PD cohort, constructing a high-confidence catalog of 74,552 SVs. To resolve their functional impact, we integrated single-nucleus RNA-sequencing data from two brain regions from the same samples and focused functional analyses on SVs proximal to genes previously nominated as cis-regulated, potential causal targets of PD-associated GWAS loci. Using expression quantitative trait locus and allele-specific expression analyses, we uncovered SVs significantly associated with expression in specific cell types as well as effects shared across cell types. This study demonstrates the power of uniting long-read WGS with transcriptomics to uncover SVs underlying complex disease architecture with cell type resolution.

genomics↗

Stage-adaptive integration of polydopamine promotes hPSC-derived alveolar organoids differentiation and maturation

Human pluripotent stem cell (hPSC)-derived alveolar organoids (ALOs) have emerged as a powerful tool for modeling human lung development and disease, and accelerating respiratory drug discovery. However, achieving the functional maturation of ALOs remains challenging. Polydopamine (PDA) is a mussel-inspired polyphenolic biomaterial with antioxidant and adhesive properties that can be deployed as surface coatings and nanoparticles (NPs) in cell culture systems. Here, we integrate PDA coatings and NPs sequentially in a stage-adaptive manner throughout the hPSC-derived ALOs differentiation system and study their contributions to ALOs maturation. Our results demonstrated PDA coating yielded more anterior foregut endoderm (AFE) spheroids by strengthening the interaction between Matrigel and substrate. Bulk RNA-seq revealed enrichment of cell-cell and cell-extracellular matrix interactions by PDA. The subsequent incorporation of PDA NPs in Matrigel at lung progenitor cells (LPCs) stage significantly mitigated reactive oxygen species (ROS) accumulation and enhanced LPCs generation. Functionally, AT2 cells in ALOs exhibit characteristic lysosome-to-lamellar body (LB) maturation due to the traffic of internalized PDA NPs to endolysosome. Transcriptomics further indicated enrichment of endocytic-phagosome and epithelium development pathways by PDA treatment. Together, our study establishes a stage-adaptive-integrated PDA strategy throughout hPSC-to-ALOs differentiation and demonstrates that PDA robustly enhances ALOs maturation and secretory function. Graphic abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=178 SRC="FIGDIR/small/708928v1_ufig1.gif" ALT="Figure 1"> View larger version (50K): org.highwire.dtl.DTLVardef@88208dorg.highwire.dtl.DTLVardef@1111590org.highwire.dtl.DTLVardef@9ea9b0org.highwire.dtl.DTLVardef@969fad_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗

Early microglial priming in Alzheimer's disease revealed by ME-seq

Epigenetic modifications, particularly DNA methylation, change dynamically with aging and are implicated in Alzheimers Disease (AD), yet how methylation interfaces with transcriptional and chromatin regulation at single-cell resolution remains poorly understood. Progress has been limited by a lack of scalable technologies capable of jointly profiling these regulatory layers. Here, we present ME-seq, a highly scalable technologies capable of simultaneously profiling DNA methylation, gene expression, and chromatin accessibility, while achieving a 100-fold reduction in cost. We generated over 400,000 single-nucleus trimodal profiles from the aging and AD mouse brain across ages, producing the first such atlas of neurodegeneration. We found AD progression triggers pronounced, disease-specific shifts in cellular composition, characterized by accelerated epigenetic aging and the expansion of disease-associated microglia (DAM). Integrative analyses, including aging clocks, revealed that DNA methylation acts as an early priming layer preceding transcriptional activation with IRF1 identified as a methylation-sensitive transcription factor serving as a gatekeeper for DAM activation. Our results establish ME-seq as a transformative tool for large-scale epigenomic dissection, revealing DNA methylation as a primary coordinator of cell-state transitions in the aging brain. Graphic abstract O_FIG O_LINKSMALLFIG WIDTH=195 HEIGHT=200 SRC="FIGDIR/small/702946v1_ufig1.gif" ALT="Figure 1"> View larger version (70K): org.highwire.dtl.DTLVardef@67435dorg.highwire.dtl.DTLVardef@177c22aorg.highwire.dtl.DTLVardef@16c6fd9org.highwire.dtl.DTLVardef@231b92_HPS_FORMAT_FIGEXP M_FIG C_FIG

genomics↗

Rapid, Growth Factor-Reduced Differentiation of Functional Neurons from hiPSCs

IntroductionHuman induced pluripotent stem cells (hiPSCs) can be rapidly converted into neurons via NGN2 overexpression, but many protocols require costly reagents during the initial induction phase that may limit adoption by labs without routine neuronal differenitation experience. We developed a simplified, low-cost protocol using a tetracyline-inducible (TET-on) NGN2 system in minimal media to generate cortical neurons in as little as 6 days. MethodsKOLF2.1J hiPSCs were stably transfected with a TET-on NGN2 cassette using the nonviral PiggyBac system and induced with doxycycline in Essential 6 media. The impact of adding the Notch inhibitor, DAPT, during doxycycline induction to enhance neurogenesis to was evaluated with immunocytochemistry (ICC) and RT-PCR. Following induction neurons were matured and characterized with ICC for mature neuronal markers and by multielectrode array recordings for functional network activity. ResultsDAPT markedly improved conversion efficiency, reducing non-neuronal cells and increasing pan-neuronal TUJ1 expression. Resulting neurons expressed cortical markers and matured into functional glutamatergic neurons. MEA recordings showed spontaneous activity by day 14 and synchronous network firing by day 35. Secondary PB transfection enabled Td-Tomato labelling of KOLF2.1J:pB-TO-NGN2 hiPSCs, allowing 24-hour live imaging of neurite outgrowth. ConclusionThis streamlined, growth-factor-free workflow provides an accessible route for generating functional neurons from patient-derived hiPSCs, including in labs with limited hiPSC or neuronal culture experience.

synthetic biology↗

When splicing is not all or none: Implications for variant classification

Variants with intermediate functional effects--those that neither eliminate nor fully maintain normal gene function--represent an underrecognized source of genetic complexity and constitute a grey zone that challenges variant classification. Here, we address this issue using GT>GC (+2T>C) 5' splice-site variants as a tractable model, as approximately 15% of such substitutions retain variable amounts of wild-type (WT) transcript. Using residual WT transcript as a quantitative readout, we first show that disease-associated GT>GC variants known to generate substantial WT transcript (for example, SPINK1 c.194+2T>C, HBB c.315+2T>C, and BRCA2 c.8331+2T>C) consistently complicate classification efforts. We then carried out a locus-wide assessment of all 26 GT>GC substitutions in CFTR, applying SpliceAI delta donor-loss scores as an initial screen and cross-checking classifications in expert-curated database. This evaluation indicated that three variants with low or intermediate SpliceAI scores are likely to retain WT transcript. Minigene analyses of four selected CFTR variants, together with additional examination of a BAP1 GT>GC variant with conflicting clinical interpretations, illustrate the methodological challenges in predicting and experimentally quantifying residual WT transcript. These results emphasize that (i) in silico predictors cannot reliably discriminate between complete and partial splice disruption and (ii) experimental systems differ in their ability to detect subtle splicing outcomes. Overall, our integrative analysis shows that GT>GC variants generating appreciable WT transcript exemplify a broader class of intermediate-effect alleles that complicate both computational prediction and experimental assessment, underscoring the need for classification frameworks that incorporate quantitative functional data and better capture the continuum of variant effects.

genetics↗

Faf1 accelerates p97-mediated protein unfolding by promoting ubiquitin engagement

P97/VCP is a protein unfoldase of the AAA+ ATPase family that plays essential roles in numerous processes, including ER-associated degradation and DNA replication. For unfolding of proteins that are modified with K48-linked ubiquitin chains, p97 works with the heterodimeric cofactor Ufd1-Npl4, and the cofactor Faf1 was shown to enhance this activity during replisome disassembly, yet the mechanisms remain unknown. Here, we employ an in vitro reconstituted system with human components for biochemical experiments, FRET-based assays, and cryo-EM structure determination to reveal that Faf1 plays a generic role in accelerating ubiquitin-dependent substrate processing by promoting the unfolding of an initiator ubiquitin and its engagement by the ATPase. Faf1 thereby uses its p97-bound C-terminal UBX domain to anchor a long helix that braces the UT3 domain of Ufd1 and stabilizes the Ufd1-Npl4 cofactor for ubiquitin unfolding. Our findings demonstrate how p97 works simultaneously with several cofactors to facilitate the unfolding of ubiquitinated proteins, indicating more complex regulatory mechanisms for substrate selection than for the simpler yeast Cdc48.

biochemistry↗

Genome-wide analysis of social behaviour in context: a meta-regression approach across social domains, reporters and developmental stages

Social behaviour is a heritable, context-dependent trait that changes across social settings and development, influencing wellbeing and mental health. We present the first genome-wide meta-regression study of social behaviour from infancy to early adulthood, leveraging 491,246 repeat measures of low prosocial behaviour and peer/social difficulties in European-ancestry cohorts (Neff=121,777, Nind=73,321). We modelled heterogeneity in genetic effects across social domains, informants, and ages (2-29 years), capturing social context through genomic influences. Six loci were identified, including variation within CADM2 (p=2.51x10-9). The SNP-based heritability was modest (2-7%), and the genetic architecture of social behaviour multidimensional. Polygenic scores demonstrated predictability and accuracy in independent European-ancestry cohorts and, partially, in African-ancestry cohorts (Nind=16,305). Genetic correlations with later-life and mental health outcomes showed context-dependent patterns. Modelling predicted onsets of associations with social behaviour revealed distinct profiles, as observed for autism, ADHD, depression and schizophrenia, highlighting novel opportunities to genetically proxy developmental trajectories.

genomics↗

The Role of Primate-Specific Genes and Network Dynamics in Cancer Evolution

The atavistic evolutionary theory of cancer evolution highlights the role of ancient and unicell-originated genes, and comprehensive research demonstrated the evolutionary inference. Comparably, very few reports linked young genes with cancer development and maintenance. Here, we found that in cancer cell lines a higher proportion of core essential genes was present among primate-specific genes (PSG) than early metazoan-originated genes (Wilcoxon rank-sum test, p-value = 4.67e-12) and mammal-originated genes (Wilcoxon rank-sum test, p-value = 1.22e-16). Additionally, we found that the loss of many co-expression gene pairs in pan-cancer leads to their network becoming looser compared with normal tissue. However, PSGs particularly those being essential, exhibit a dynamic increase in co-expression, explaining their enhanced role in maintaining cancers. Furthermore, clustering of the gene co-expressions brings a cancer-exclusive module, which contains a large number of PSG connections. We also demonstrate the divergence between essential genes in healthy individuals and those in cancer cells. Our findings complement the atavistic theory in elucidating the evolutionary process of cancer.

evolutionary biology↗

H3K4me3 instructs transcription at intergenic active regulatory elements

Mammalian genomes undergo pervasive transcription in both genic and intergenic regions. Tri-methylation of histone H3 lysine 4 (H3K4me3) is a deeply conserved and functionally important histone modification enriched at transcriptionally active promoters, where it facilitates RNA polymerase activity. H3K4me3 is also commonly found in intergenic regions, where its role is poorly understood. We interrogated the role of H3K4me3 at intergenic regulatory elements by using epigenetic editing to efficiently deposit H3K4me3 at intergenic loci. We find that H3K4me3 instructs RNA polymerase activity and is actively remodeled at intergenic regions, shedding light on these important but poorly understood regions of the genome.

genetics↗

Staining-free Visualization of Cell Boundaries in Sliced Tissues for Accurate Binning of Gene Expression in Spatial Transcriptomics

Overcoming the limitations of sparse expression data in high-resolution spatial transcriptomics remains a major challenge for dimensionality reduction and clustering analysis. Visualizing or inferring tissue cell boundaries using dye staining on the same slice can help assign capture spots on the chip to corresponding unit cells and enhance UMI counts and the number of detected genes. However, the staining process may disrupt tissue structures or degrade mRNA, leading to inaccurate spot assignment and cell annotation. In this study, we employed LysM-Cre mT/mG transgenic mice for spatial transcriptomic analysis, where cell boundaries were delineated by tdTomato signals, and myeloid cells were labeled with enhanced green fluorescent protein (EGFP). With the aid of these fluorescent markers, UMI counts and the number of detected genes per cell exceeded those obtained through naive binning with a square matrix. This staining-free approach for visualizing cell boundaries and landmark proteins provides a valuable framework for the studies of single-cell spatial transcriptomics.

bioengineering↗

Biological function and mechanism of flpL gene in regulating pathogenicity of Aeromonas hydrophila

Aeromonas hydrophila is human-animal commensal bacterium that seriously threatens the development of aquaculture and human health. Type IV pili (T4P) are essential for bacterial physiological function. The relationship between the molecular mechanism of flpL gene affiliated to T4P and the pathogenicity is still unclear. In the research, A. hydrophila with a genetically stable deletion of flpL gene ({Delta}flpL) was constructed. The median lethal dose of {Delta}flpL for Crucian carp was 4.87 times higher compared to wild-type strain, suggesting that {Delta}flpL significantly reduced pathogenicity. The attenuation may be attributed to a reduced capacity for biofilm formation and downregulation of the expression levels of virulence-related genes in {Delta}flpL. Meanwhile, the significant increase in swimming capacity and adhesion can be related to the upregulation of flpC, tapM, tapB and tapP genes. In conclusion, flpL gene plays essential role in the pathogenicity, adhesion, motility, and capacity for biofilm formation in A. hydrophila. The research aims to clarify the pathogenesis of A. hydrophila, and lay the foundation for developing live attenuated vaccines through the targeted modification flpL gene.

microbiology↗

Extracellular stiffness regulates site-specific lung development

Extracellular matrix (ECM) stiffness plays a crucial role in regulating cell fate and maturation, but its influence on lung development is limited known. Here we utilized stiffness-tunable gelatin methacryloyl (GelMA) hydrogels to investigate how ECM stiffness influences site-specific lung development in a stem cell-derived lung organoid model. We found increased stiffness promoted NKX2-1+ lung progenitor cells (LPCs) generation. In airway organoids (hAWOs), stiff hydrogels directed proximal airway differentiation enriched with goblet, ciliated, and basal cells; whereas the decreased stiffness favored emergence of secretory cells in the proximal-distal transition zone and distal airway. In alveolar organoids (hALOs), increased stiffness enhanced AT2 and AT1 cells transition. Moreover, infection assays with Omicron BA.1.1 and Delta variants recapitulated the proximal-to-distal tropism of SARS-CoV-2 in the lung. Transcriptomic sequencing revealed ECM stiffness regulates lung development via Hippo, TGF-{beta}, HIF and Wnt pathways. These findings advance mechanism understanding of ECM stiffness on lung development and provide a novel mechanical regulation for generating site-specific lung organoids.

cell biology↗

Recurrent Connectivity Shapes Spatial Coding in Hippocampal CA3 Subregions

Stable and flexible neural representations of space in the hippocampus are crucial for navigating complex environments. However, how these distinct representations emerge from the underlying local circuit architecture remains unknown. Using two-photon imaging of CA3 subareas during active behavior, we reveal opposing coding strategies within specific CA3 subregions, with proximal neurons demonstrating stable and generalized representations and distal neurons showing dynamic and context-specific activity. To test the causal role of excitatory connectivity in neural computation, we employed a genetic manipulation approach in which local disruption of glutamatergic synaptic transmission impaired context-specific spatial coding in distal CA3. Aligned with these experimental results, we show in artificial neural network models that varying the recurrence level causes these differences in coding properties to emerge. We confirmed the contribution of recurrent connectivity to functional heterogeneity by characterizing the representational geometry of neural recordings and comparing it with theoretical predictions of neural manifold dimensionality. Our results indicate that local circuit organization, particularly recurrent connectivity among excitatory neurons, plays a key role in shaping complementary spatial representations within the hippocampus. HighlightsO_LIProximodistal CA3 subregions implement complementary coding strategies in relation to time and context C_LIO_LIDisrupting excitatory recurrence in distal CA3 impairs context-discriminative neural coding C_LIO_LISparse and dense neural networks capture the functional heterogeneity of CA3 subcircuits C_LIO_LIRecurrence level tunes the geometry of neural manifolds both in vivo and in silico C_LI

neuroscience↗