GEO 数据集

主题由标题与摘要自动归类；样本量为数据集标注之和，SuperSeries 可能与其 SubSeries 重复计算。

• Integrated transcriptomic and tissue profiling reveals imprinted-gene dysregulation and PEG10 upregulation in liposarcoma
  GSE352573Homo sapiens42 个样本2026-10-31

  Liposarcoma is a rare cancer, comprising four major histological subtypes with distinct molecular features and limited therapeutic options in advanced disease. We investigated subtype-associated transcriptional programmes, imprinted-gene dysregulation and the expression context of PEG10 in liposarcoma. Bulk RNA sequencing was performed on 16 independent liposarcoma tumours and five adjacent non-tumour tissues. PEG10 was further examined by RT-qPCR, RNA fluorescence in situ hybridisation (RNA-FISH), exploratory TCGA-SARC survival analysis and an external single-cell RNA-sequencing dataset of dedifferentiated liposarcoma. Transcriptomic profiling identified subtype-associated programmes and significant enrichment of imprinted genes in liposarcoma. PEG10 showed tumour-associated upregulation supported by RT-qPCR and RNA-FISH. PEG10 was detectable across all major subtypes, with the highest bulk transcript levels in myxoid liposarcoma, while RNA-FISH signal was higher in G3 than G2 tumours. In TCGA-SARC, higher PEG10 expression was associated with shorter overall survival, whereas DDLPS-specific analyses were not significant. External single-cell data localised PEG10 predominantly to tumour and cycling-cell populations and to angiogenesis- and invasion-associated tumour-cell states. Histological subtype accounted for a substantial component of PEG10-associated pathway variation. These findings identify PEG10 as a tumour-associated imprinted transcript in liposarcoma and provide a framework for further investigation of its biological and clinical relevance in larger, subtype-balanced cohorts.

  单细胞
• Sleep-dependent DNA methylation remodeling in basolateral amygdala fear engrams [PIP-Seq]
  GSE348705Mus musculus16 个样本2026-10-31

  How memory consolidates via DNA methylation mechanisms during sleep in the basolateral amygdala (BLA), a critical brain region for fear memory, remains unknown. We performed whole-genome bisulfite sequencing (WGBS) on fear conditioning (FC)-activated cells from the BLAs of adult male mice experiencing either sleep or sleep deprivation following FC learning, evaluated at Day 7 and Day 28 timepoints. Additionally, Day 7 samples include paired single-nucleus RNA sequencing (snRNA-seq) using PIPseq technology. This dataset enables the integration of multi-omics (methylome and transcriptome) to understand learning-induced epigenomic programming in the BLA.

  单细胞多组学
• Targeting ERO1α Triggers Tumor Immunosurveillance in Triple-Negative Breast Cancer [scRNA-seq]
  GSE336881Mus musculus12 个样本2026-10-31

  Triple-negative breast cancer (TNBC) remains a highly aggressive malignancy with limited responsiveness to immune checkpoint blockade. Here, we identify endoplasmic reticulum oxidoreductase 1 alpha, a key regulator of oxidative protein folding, as a determinant of tumor immunogenicity and immunotherapy response in TNBC. Unbiased proteomic profiling demonstrated that ERO1α deficiency remodels the TNBC glycoproteome, leading to enrichment of pathways associated with innate immune signaling. Although ERO1α loss did not affect tumor cell growth, it reshaped the immune tumor microenvironment, enhancing antigen presentation, altering myeloid-cell composition, and modulating PD-1/PD-L1–associated signaling. Functionally, ERO1α deficiency sensitized otherwise refractory TNBC tumors to PD-1 blockade, resulting in durable tumor regression in immunocompetent hosts. In contrast, ERO1α deletion in bone marrow–derived immune cells had minimal effects on tumor growth or therapeutic response, supporting an ERO1α tumor-intrinsic mechanism. Pharmacologic inhibition of ERO1α with the novel small-molecule inhibitor I29 phenocopied ERO1α genetic deletion and enhanced the efficacy of anti–PD-1 therapy. Together, these findings identify ERO1α-dependent glycoproteome remodeling as a regulator of antitumor immunity and a therapeutically actionable mechanism of immune checkpoint responsiveness in TNBC.

  单细胞
• Sarm1 Gates the Transition from Protective to Repair Schwann Cell States Following Nerve Injury [snRNA-Seq]
  GSE332913Mus musculus11 个样本2026-10-31

  Schwann cells (SCs) transition into a Repair state after peripheral nerve injury; however, the early SC injury response preceding this transition remains poorly understood. We demonstrate that Sarm1, a key regulator of axon degeneration, is expressed and upregulated in SCs after nerve injury. Cell-type-specific Sarm1 knockout SCs exhibit enhanced axon protection in vitro, and SC- and glia-specific Sarm1 deletion confers axon protection in mouse sciatic nerve and Drosophila wing injury models. Single-nucleus RNA sequencing revealed that Sarm1-deficient SCs are enriched in a distinct cluster expressing genes with developmental roles in axon and myelin protection, with increased oxidative phosphorylation gene expression across all injured SC states. We propose that Sarm1 gates the transition from a Protection-Associated Schwann Cell (PASC) state to a Repair SC state, establishing Sarm1 as a multi-functional regulator with implications for peripheral neuropathies and neurodegenerative diseases.

  单细胞
• Sarm1 Gates the Transition from Protective to Repair Schwann Cell States Following Nerve Injury [RNA-seq]
  GSE332854Mus musculus12 个样本2026-10-31

  Schwann cells (SCs) transition into a Repair state after peripheral nerve injury; however, the early SC injury response preceding this transition remains poorly understood. We demonstrate that Sarm1, a key regulator of axon degeneration, is expressed and upregulated in SCs after nerve injury. Cell-type-specific Sarm1 knockout SCs exhibit enhanced axon protection in vitro, and SC- and glia-specific Sarm1 deletion confers axon protection in mouse sciatic nerve and Drosophila wing injury models. Single-nucleus RNA sequencing revealed that Sarm1-deficient SCs are enriched in a distinct cluster expressing genes with developmental roles in axon and myelin protection, with increased oxidative phosphorylation gene expression across all injured SC states. We propose that Sarm1 gates the transition from a Protection-Associated Schwann Cell (PASC) state to a Repair SC state, establishing Sarm1 as a multi-functional regulator with implications for peripheral neuropathies and neurodegenerative diseases.

  单细胞
• Single-cell analysis reveals transcriptomic patterns in active macrophage activation syndrome and therapeutic potential of albumin-fused interleukin-10 in a mouse model
  GSE331089Homo sapiens20 个样本2026-10-31

  Hemophagocytic lymphohistiocytosis (HLH) and macrophage activation syndrome (MAS) are life-threatening hyperinflammatory conditions characterized by excessive immune activation and cytokine production. To clarify immune cell characteristics and identify potential therapeutic targets in MAS, we performed single-cell RNA sequencing (scRNA-seq) on bone marrow and peripheral blood samples from patients with newly developed MAS caused by diverse etiologies. To broaden the current knowledge of the immune landscape in the bone marrow, we performed scRNA-Seq of bone marrow cells and isolated blood leukocytes obtained from MAS patients using the Seq-Well.

  单细胞
• Geometric inference of cross-species transcriptome correspondence [RNA-Seq]
  GSE307646Macaca fascicularis; Homo sapiens22 个样本2026-10-31

  Sequence homology underpins cross-species analysis but cannot identify evolutionarily distinct genes that play analogous regulatory roles. Furthermore, ethical restrictions on human experiments necessitate analytical frameworks that translate insights from other animals to humans. To address these challenges, we develop Species-OT, a cross-species transcriptome analysis framework based on Gromov-Wasserstein optimal transport, which quantitatively compares the geometry of transcriptome distributions. Given a pair of bulk or single-cell RNA-sequencing datasets, Species-OT returns a gene-to-gene correspondence capturing probabilistic alignments of regulatory roles, and a transcriptomic distance quantifying overall divergence. Applied pair wise, Species-OT yields a transcriptomic discrepancy array and a hierarchical clustering tree analogous to a phylogenetic tree. We validate Species-OT using bulk RNA-seq data from human, mouse, and macaque germ cell specification as well as scRNA-seq data from pluripotent stem cells of six mammalian species. Species-OT identifies evolutionarily related and distinct gene correspondences including biologically unexplored candidates, while transcriptomic discrepancies recapitulate expected species relationships.

  单细胞
• scRNA-seq of skin and PBMC samples of systemic sclerosis patients and healthy controls
  GSE299141Homo sapiens20 个样本2026-10-31

  Skin and blood samples from systemic sclerosis (SSc) patients and healthy donors were analyzed using single-cell transcriptomics (scRNA-seq). CCL19+ fibroblast was upregulated in the dermis of patients with SSc, and exhibited high expression of immuno-regulatory genes, including CCL19. CCL19 expression correlated with the severity of dermal fibrosis in SSc. The most significant ligand-receptor interaction from CCL19+ fibroblast to T cells in SSc skin was CCL19-CCR7. Furthermore, CCR7+ T cells in the fibrotic skin, particularly CCR7+CD8+ T cells, displayed enhanced stemness and cytotoxicity, actively interacting with extracellular matrix (ECM)-producing fibroblasts in SSc.

  单细胞
• Joint profiling of 5-methylcytosine, 5-hydroxymethylcytosine, and the transcriptome in single cells identifies factors responsible for genome-wide DNA methylation erasure in human primordial germ cell maturation
  GSE280112Homo sapiens23 个样本2026-10-31

  Reprogramming of DNA methylation plays a vital role in the establishment of cell identity during early mammalian development. To gain deeper mechanistic insights into this process requires capturing the entire dynamics of DNA methylation – both 5-methylcytosine (5mC) and its downstream oxidation product 5-hydroxymethylcytosine (5hmC) – in individual cells. Therefore, in this work, we report a new single-cell genome-wide strand-specific sequencing method, scMHT-seq, to jointly profile 5mC, 5hmC, and the transcriptome from individual cells. Using human embryonic stem cells (hESCs), we first show that scMHT-seq can accurately detect both 5mC and 5hmC from the same cell with minimal crosstalk in quantifying these two DNA modifications, and that the multi-modal measurements are in close agreement with individual measurements of 5mC and 5hmC in single cells. After establishing scMHT-seq, we next applied scMHT-seq to gain insights into human primordial germ cell (hPGC) maturation. After specification, hPGCs undergo rapid global demethylation as they mature, and this reprogramming is critical for normal development of gametes. However, it has not been possible to overcome this key epigenetic barrier in a dish, thereby limiting our ability to generate mature hPGC-like cells (hPGCLCs) and accomplish in vitro gametogenesis. To gain a deeper understanding of the molecular factors involved in germ cell maturation, we applied scMHT-seq to an extended in vitro culture system for generating hPGCLCs and observed partial and heterogeneous erasure of the methylome across single cells that is mechanistically predominantly driven by passive demethylation due to reduced DNMT1-mediated maintenance methylation activity. Notably, we discover that hPGCLCs in extended culture can be transcriptionally classified into two distinct states, with one population enriched for more mature hPGCLCs exhibiting genome-wide loss of the methylome. Moreover, we identify DND1 and SOX15 as two critical factors that are potentially key drivers of hPGCLC maturation. Overall, we demonstrate that scMHT-seq is a robust and high-throughput technology that can provide insights into the mechanisms driving DNA methylation dynamics and their effect on cellular states during hPGCLC maturation, thereby providing a platform to advance in vitro gametogenesis in humans.

  单细胞
• Type I regulatory T cells have overlapping phenotypes with circulating Tfh and Th1 in P. falciparum
  GSE279685Homo sapiens16 个样本2026-10-31

  Immunity to P. falciparum malaria develops slowly, requiring repeated infection in areas of high transmission, and wanes rapidly in the absence of parasite exposure. Key to this immunity, is the development of antibodies which is supported by CD4⁺ T follicular helper (Tfh) cells that drive robust germinal centre responses. However, in malaria, the malaria-specific CD4⁺ T cell compartment in peripheral blood is dominated by Type 1 regulatory T cells (Tr1), which produce high levels of IL-10 in response to parasites. Tr1-like Tfh cells (Tfh10) have been reported in several settings of repeated antigen stimulation but have not been investigated in malaria. Here we used single-cell RNA sequencing and multiparameter flow cytometry to characterise malaria-specific Tfh and Tr1 cells in a longitudinal cohort of highly exposed individuals and assessed their persistence after transmission interruption. Malaria-specific Tfh and Tr1 cells shared overlapping profiles, and Tr1 cell-like transcriptional signatures and phenotypes were detectable within the Tfh cell compartment. Tfh10 cell subsets were the dominant phenotype of malaria-specific Tfh cells. Following disruption of malaria transmission, the frequencies of malaria-specific Tr1 and Tfh10 cells declined. These findings highlight a close relationship between Tfh and Tr1 cells and show that the Tfh cell compartment in malaria is dominated by Tfh10 cells. The rapid waning of these cells in the absence of continuous exposure is consistent with requirements of persistent antigen in maintaining regulatory CD4 T cell phenotypes.

  单细胞
• Spatial genome and transcriptome co-mapping reveals clonal heterogeneity in tumor tissue [DNA-Seq]
  GSE276212Homo sapiens; Mus musculus11 个样本2026-10-31

  Tumor heterogeneity arises from the sequential acquisition of somatic mutations and the selection of fitter clones, leading to distinct genotypes and phenotypes. Joint mapping of genome and transcriptome in the same tumor tissue can directly link clonoal relation to transcriptional state enabling a more in-depth understanding of intrinsic and extrinct tumor heterogeneity in the tissue context. Here, we introduce Spatial-GT-seq, a spatial multi-omic technology capable of genome-wide co-profiling of the genome and transcriptome at near single-cell resolution. We demonstrated in situ identification of tumor subclones in a mouse model of lung metastasis, with parallel transcriptomic profiles indicating that the gene expression profile of the same tumor clone is altered by the tumor microenvironment. Furthermore, analysis of primary and recurrent human pancreatic neuroendocrine tumors reveals both persistent and newly emerging tumor subclones, exhibiting transcriptional changes in both the original and recurrence sites. These findings highlight Spatial-GT-seq as a valuable platform for studying genotype-phenotype-microenvironment associations, providing new insights into cancer evolution and heterogeneity.

  单细胞空间转录组多组学
• Spatial genome and transcriptome co-mapping reveals clonal heterogeneity in tumor tissue [RNA-Seq]
  GSE276211Homo sapiens; Mus musculus11 个样本2026-10-31

  Tumor heterogeneity arises from the sequential acquisition of somatic mutations and the selection of fitter clones, leading to distinct genotypes and phenotypes. Joint mapping of genome and transcriptome in the same tumor tissue can directly link clonoal relation to transcriptional state enabling a more in-depth understanding of intrinsic and extrinct tumor heterogeneity in the tissue context. Here, we introduce Spatial-GT-seq, a spatial multi-omic technology capable of genome-wide co-profiling of the genome and transcriptome at near single-cell resolution. We demonstrated in situ identification of tumor subclones in a mouse model of lung metastasis, with parallel transcriptomic profiles indicating that the gene expression profile of the same tumor clone is altered by the tumor microenvironment. Furthermore, analysis of primary and recurrent human pancreatic neuroendocrine tumors reveals both persistent and newly emerging tumor subclones, exhibiting transcriptional changes in both the original and recurrence sites. These findings highlight Spatial-GT-seq as a valuable platform for studying genotype-phenotype-microenvironment associations, providing new insights into cancer evolution and heterogeneity.

  单细胞空间转录组多组学
• Cilengitide limits the progression of both syndromic and sporadic thoracic aortic aneurysms by targeting alpha V integrins
  GSE352523Homo sapiens11 个样本2026-10-30

  Spatial transcriptomics was used to characterize gene expression patterns in human ascending aortic tissue from healthy controls, patients with Marfan syndrome (MFS), and patients with sporadic thoracic aortic aneurysm (sTAA). Carnoy-fixed, paraffin-embedded ascending aortic tissue sections were profiled using the 10x Genomics Visium platform. Spatially resolved gene expression profiles were analyzed to investigate transcriptional heterogeneity, pathway-associated signatures, and inferred cellular composition across disease groups.

  单细胞空间转录组
• Empowering multiplexed ultra-throughput ribosome profiling with RiboWich
  GSE350000Homo sapiens; Mus musculus33 个样本2026-10-30

  Ribosome profiling has improved the understanding of mRNA translation, enabling single-nucleotide resolution mapping of ribosome positioning along transcripts. However, most ribosome profiling methods remain labor-intensive, inefficient, and low-throughput, limiting scalability and broader adoption. Here, we develop RiboWich (Ribosome sandWich), a streamlined approach that directly ligates adaptors to ribosome-embedded RNA fragments, bypassing the need for ribosome purification and footprint size-selection, tackling two major bottlenecks. Through a dual-step multiplexing strategy, RiboWich supports automated 384-well profiling while retaining sensitivity and capturing condition-specific differences in translation. By enabling scalable, low-input, and automated translatome profiling, RiboWich provides a versatile and accessible platform for ultra-throughput and future single-cell ribosome profiling applications.

  单细胞
• A CD4-lineage erythro-myeloid progenitor within the adult bone marrow defines an alternative pathway for macrophage generation [RNA-Seq]
  GSE345263Mus musculus10 个样本2026-10-30

  Tissue-resident macrophages originate from distinct developmental sources, but in adulthood, their replenishment is thought to depend exclusively on circulating monocytes. Here, we identify a previously unrecognized CD4-lineage erythro-myeloid progenitor, termed EMPROR (Erythro-Myeloid Progenitor), that resides in the adult bone marrow and defines an alternative pathway for generating macrophages. EMPROR cells are phenotypically and transcriptionally distinct from hematopoietic stem cells, common myeloid progenitors, and monocyte precursors. They lack expression of Csf1r and Ccr2 while expressing Cd4 and c-Kit. Single-cell RNA sequencing, RNA velocity analysis, and in vitro and in vivo lineage assays demonstrate a multilineage potential encompassing macrophage, neutrophil, megakaryocytic, and erythroid fates. In vivo, EMPROR cells efficiently generate perivascular and tumor-associated macrophages independently of CCR2-mediated monocyte recruitment, and also contribute to erythroid and granulocytic lineages under inflammatory and neoplastic conditions. Transcriptomic comparisons position EMPROR cells closest to embryonic erythro-myeloid progenitors, indicating that an embryonic-like erythro-myeloid program persists within the adult bone marrow. These findings expand current models of adult myelopoiesis and highlight a previously unappreciated developmental pathway that sustains macrophage diversity beyond the classical monocyte lineage.

  单细胞
• A CD4-lineage erythro-myeloid progenitor within the adult bone marrow defines an alternative pathway for macrophage generation
  GSE345108Mus musculus12 个样本2026-10-30

  Tissue-resident macrophages originate from distinct developmental sources, but in adulthood, their replenishment is thought to depend exclusively on circulating monocytes. Here, we identify a previously unrecognized CD4-lineage erythro-myeloid progenitor, termed EMPROR (Erythro-Myeloid Progenitor), that resides in the adult bone marrow and defines an alternative pathway for generating macrophages. EMPROR cells are phenotypically and transcriptionally distinct from hematopoietic stem cells, common myeloid progenitors, and monocyte precursors. They lack expression of Csf1r and Ccr2 while expressing Cd4 and c-Kit. Single-cell RNA sequencing, RNA velocity analysis, and in vitro and in vivo lineage assays demonstrate a multilineage potential encompassing macrophage, neutrophil, megakaryocytic, and erythroid fates. In vivo, EMPROR cells efficiently generate perivascular and tumor-associated macrophages independently of CCR2-mediated monocyte recruitment, and also contribute to erythroid and granulocytic lineages under inflammatory and neoplastic conditions. Transcriptomic comparisons position EMPROR cells closest to embryonic erythro-myeloid progenitors, indicating that an embryonic-like erythro-myeloid program persists within the adult bone marrow. These findings expand current models of adult myelopoiesis and highlight a previously unappreciated developmental pathway that sustains macrophage diversity beyond the classical monocyte lineage.

  单细胞
• CAR-DC1s drive polyclonal neoantigen-specific immunity
  GSE319838Mus musculus16 个样本2026-10-30

  CAR therapies typically target single antigens, limiting recognition and favoring tumour escape. Conversely, type 1 conventional dendritic cells (DC1s) are specialized to cross-prime diverse T-cell responses, but lack the pathogen-derived signals required for strong activation in "self"-derived tumors. Efforts to hard-wire such signals using CARs in DC1s have remained elusive, in part due to a lineage-specific constraint on stable, high-level CAR surface expression. Here, we show that replacing conventional antibody fragments with single-domain nanobodies overcomes this DC1–specific constraint and enables construction of tumour-targeted receptors with high surface density. By systematically optimizing TLR4-derived elements within this scaffold, we developed a receptor that couples tumor engagement to TLR signaling, markedly enhancing activation, capture and cross-presentation of endogenous antigens. In a heterogeneous syngeneic sarcoma model, CAR-DC1s induce complete tumor rejection and durable memory. Integrating mass spectrometry of the cross-presented tumour immunopeptidome with tetramer staining, single-cell RNA sequencing paired with TCR sequencing, and adoptive transfer, we show that CAR-DC1s imprint a stem-like transcriptional programme on newly primed T-cells and expand a polyclonal, recall-competent tumour-specific repertoire, thereby reprogramming the quality and breadth of anti-tumour immunity against endogenous neoantigen in vivo.

  单细胞
• Gene expression profile and TCR-sequencing at single-cell level of PBMCs responding to EBV after 6 days of in vitro incubation.
  GSE277638Homo sapiens24 个样本2026-10-30

  In this work, we were able to establish a protocol for PBMC infection and sequence, for the first time at a single-cell level, the transcriptome of all cells capable of responding to the Epstein-Barr virus in healthy individuals and in certain patients with Inborn Errors of Immunity. Cells were sorted prior to sequencing based on proliferation (dilution of Cell Trace Violet) or activation (expression of CD69 and/or CD25).

  单细胞
• Tau A152T risk variant drives distinct cell type transcriptional signatures in AD and PSP
  GSE350921Homo sapiens28 个样本2026-10-28

  The A152T point mutation is a rare genetic variant in the tau gene (MAPT) that is linked to risk of Alzheimer’s disease (AD) and frontotemporal dementia spectrum disorders, including progressive supranuclear palsy (PSP) and corticobasal degeneration (CBD). To uncover mechanisms through which the A152T variant contributes to risk of tauopathy, we performed single-nucleus RNA sequencing (snRNA-seq) on postmortem brain tissue collected from A152T carriers and pathology-matched non-carriers with either AD or PSP, along with age-matched controls. These efforts revealed that despite similar cell type composition across groups, A152T carriers exhibited distinct cell type-specific transcriptional changes in both AD and PSP. Differential expression analysis identified excitatory neurons, oligodendrocytes and astrocytes as the most affected cell populations in AD and PSP, and these same cell types showed the strongest A152T-specific changes. These findings identify transcriptional alterations that differentiate sporadic AD and sporadic PSP from AD-A152T and PSP-A152T, as well as shared molecular signatures unique to A152T carriers in both PSP and AD. Donor-level pseudobulk analyses showed broad directional support with the single-nucleus findings, although the proportion of donor-supported genes varied across cell type and comparison. Importantly, merging sporadic and A152T cases into a single disease group was found to mask transcriptional differences in several cell types in both AD and PSP, indicating divergence in transcriptional signature and highlighting the importance of screening for genetic risk variants like A152T in snRNA-seq data from human cohorts.

  单细胞
• A High-Throughput Functional 3D Droplet Microfluidic Platform for Function-to-Transcriptome Profiling Identifies Candidate lncRNAs Associated with Engineered NK Cell Function
  GSE343647Homo sapiens12 个样本2026-10-28

  Background: Natural killer (NK) cell–based immunotherapies show considerable promise for cancer treatment; however, their efficacy against solid tumors remains limited by functional heterogeneity and the restrictive tumor microenvironment. Engineered NK cells, including mesothelin-directed chimeric antigen receptor cytokine- induced memory-like (MSLN-CAR CIML) NK cells, exhibit enhanced cytotoxic potential, yet the transcriptional programs underlying effective tumor killing remain poorly defined. Although protein-coding regulators of NK cell function have been extensively studied, the contribution of long non-coding RNAs (lncRNAs) to cytotoxic NK cell states remains largely unexplored, particularly in engineered NK cell therapies. Methods: To address this gap, we developed and applied a three-dimensional (3D) Matrigel-based droplet microfluidic screening platform that enables single-cell resolution analysis of NK–tumor interactions. Unlike conventional bulk transcriptomic approaches, this function-to-transcriptome workflow enables functional isolation of killer and non-killer NK-cell populations prior to transcriptomic profiling enabling the direct comparison of transcriptional programs associated with cytotoxic function while minimizing confounding effects of bulk population analyses. Using this approach, we profiled donor-matched MSLN-CAR CIML NK cells and CIML NK controls from three independent donors. Results: Comparative transcriptomic analysis revealed widespread differences in lncRNA expression between killer and non-killer NK cell populations, characterized predominantly by broad lncRNA downregulation that was consistently observed across donors and more pronounced in MSLN-CAR CIML NK cells than in CIML controls. Integrated lncRNA-mRNA analyses prioritized candidate lncRNA–gene pairs based on genomic proximity and coordinated co-expression patterns, identifying several lncRNAs associated with cytotoxic gene programs. These transcriptional signatures were further associated with enrichment of cytotoxic and inflammatory pathways characteristic of highly functional NK cell states. Conclusions: Together, these findings demonstrate the utility of our functional droplet microfluidic screening platform in prioritizing candidate lncRNAs associated with cytotoxic NK cell states within matrix-restricted tumor environments. By integrating functional phenotyping with transcriptomic profiling, this platform provides a framework for identifying candidate lncRNA and other potential biomarkers associated with cytotoxic NK states for future mechanistic validation and the rational optimization of NK cell–based immunotherapies for solid tumors.

  单细胞
• Med1 Deletion Reprograms Dental Epithelium into Primitive Hair-Forming Epidermal Architecture via Trp63 Driven Epigenetic Mechanisms
  GSE316208Mus musculus12 个样本2026-10-28

  Ectodermal fate decisions between tooth enamel and skin hair are governed by transcription factors, epigenetic mechanisms, and tissue architecture. Deletion of the Mediator subunit Med1, which links enhancer activity to transcriptional output, induces a striking lineage conversion characterized by ectopic hair formation in mouse incisors. Here, we define the cellular, transcriptional, and epigenetic mechanisms underlying this process. Single-cell and spatial transcriptomic analyses reveal extensive remodeling of the incisor epithelium following Med1 deletion, whereby dental pre-ameloblasts and SI cells convert into hair germ–like populations resembling ancestral hair-initiating cells while retaining dental identity. Epidermal fate is driven by the master regulator Trp63, enabling hair formation without follicles distinguishing this process from canonical skin hair regeneration. Mechanistically, epigenetic changes occur in which TRP63 co-localized with alternative MED12-containing enhancers to activate itself and downstream epidermal genes. Together, these findings suggest that Med1 loss promotes hair formation through unique reprogramming to an evolutionarily primitive epidermal state rather than direct trans-differentiation to skin epithelium, providing new insights in ectodermal plasticity.

  单细胞空间转录组
• Electroconductive Patch Promotes Heart Repair by Directing Epicardial Cell Fate towards Endothelial Lineage
  GSE311450Mus musculus10 个样本2026-10-28

  By developing patches whose electroconductivity matches native myocardium (cardiac electroconductivity-matched patches, CemPs), we show that WT1⁺ EPDCs convert into functional endothelial cells within 14 days of MI, and increase infarct vascular density in adult mice.We employed genetic fate-mapping approaches in WT1CreERT2 H11ZsGtd mice to trace the origin of the newly generated endothelial cells, and combined with single-cell transcriptomics further identifies a previously uncharacterized transitional state cells which is voltage-sensitive and commits to the endothelial lineage via TRPC3–Ca²⁺ signaling.This work elucidates the relationship between the electrical conductivity of biomaterials and the endothelial differentiation potential of WT1⁺ EPDCs, clearly defining the cellular origin of electroconductive patch-induced angiogenesis in adult mammals post-MI.

  单细胞
• Macrophage lipid signaling drives glioblastoma invasion and represents a therapeutic vulnerability
  GSE348147Mus musculus16 个样本2026-10-27

  Glioblastoma (GBM) is characterized by diffuse infiltration into the surrounding brain, limiting complete surgical resection, the strongest determinant of patient survival. The mechanisms driving this invasive growth remain incompletely understood. Here, we identify a lipid-mediated paracrine signaling axis through which tumor-associated microglia/macrophages promote glioma invasion. Integrating single-cell transcriptomics, spatial lipidomics, and functional perturbation across mouse models and human GBM samples, we show that invading tumor cells engage and reprogram myeloid cells via CSF1R–PI3K signaling. This induces lipid metabolic reprogramming and secretion of bioactive lipids, including lysophosphatidylcholines (LPCs) and lysophosphatidic acids (LPAs), which promote GBM invasion through distinct downstream pathways. Disruption of this myeloid–GBM axis, reduces lipid secretion and suppresses invasion. Targeting downstream LPA–LPAR or YAP/TAZ signaling further constrains invasion in a context-dependent manner. Together, these findings define a lipid-driven circuit linking the tumor microenvironment to glioma invasion and identify strategies to reduce infiltration and improve surgical resection.

  单细胞空间转录组扰动筛选
• A single-cell RNA sequencing atlas of postnatal ovarian development in dairy goats
  GSE345824Capra hircus10 个样本2026-10-27

  Postnatal ovarian development is a critical process that establishes ovarian reserve and determines female reproductive capacity. However, the cellular and molecular dynamics underlying early folliculogenesis in livestock species remain poorly characterized. Here, we generated a single-cell RNA sequencing dataset of dairy goat ovaries collected at postnatal days 4, 20, and 60, representing distinct stages of follicular development. This dataset comprises 90,770 high-quality single cells and 20,412 gene features, including six major ovarian cell populations with distinct transcriptional signatures. The dataset provides comprehensive transcriptomic profiles of oocytes, granulosa cells, theca cells, stromal cells, endothelial cells, and immune cells during early ovarian development. Cell-level annotations, sample information, and gene expression count matrices are provided to facilitate investigation of ovarian cellular heterogeneity, folliculogenesis, and cell-cell communication.

  单细胞细胞图谱
• Regulatory T Cell Instability Facilitates Blood-Brain Barrier Disruption via the β-catenin-Tight Junctions Axis, Leading to Perioperative Neurocognitive Disorders
  GSE337348Homo sapiens12 个样本2026-10-27

  Perioperative neurocognitive disorders (PND) are significant neurological complications in elderly surgical patients, yet the underlying immune-mediated mechanisms remain elusive. Blood-brain barrier (BBB) disruption is increasingly recognized as a critical neurovascular event in PND and may result from perioperative immune dysregulation. Regulatory T cells (Tregs) are key mediators of neurovascular homeostasis and BBB integrity. We therefore investigated whether perioperative Treg instability contributed to BBB disruption and PND. Single-cell transcriptomic profiling of perioperative PBMCs from elderly surgical patients revealed marked remodeling of the CD4+ T cell compartment, characterized by disproportionate Treg loss and functional destabilization. Tregs shifted from resting and immunosuppressive states toward an inflammatory phenotype, accompanied by reduced expression of regulatory and tissue-reparative genes, including FOXP3, CTLA4, PDCD1, and AREG. Comparative transcriptomic analysis of Tregs identified 34 dexmedetomidine-corrected genes, with CTNNB1, encoding β-catenin, emerging as the dominant hub within the protein-protein interaction network. These findings implicated impaired β-catenin signaling as a central driver of perioperative Treg destabilization. Mouse hippocampal scRNA-seq revealed postoperative endothelial remodeling characterized by reduced S1pr1 and Cldn5 and increased Icam1 expression. In a murine PND model, β-catenin activation restored postoperative Treg abundance and regulatory gene expression while preserving hippocampal endothelial barrier programs, as evidenced by increased S1PR1 and Claudin-5 and reduced ICAM1 expression. These protective effects were abolished by PC61-mediated Treg depletion, indicating a Treg-dependent mechanism. Furthermore, restoration of Treg homeostasis with recombinant PD-L1 preserved ultrastructural BBB integrity, reduced Evans blue-defined BBB leakage, attenuated hippocampal neuroinflammation, and improved cognitive function. These findings identify perioperative Treg instability as a key immune driver of BBB disruption and cognitive dysfunction in PND, and establish Treg β-catenin signaling as a potential therapeutic target for preserving neurovascular integrity.

  单细胞
• 3D genome remodeling directs in vitro human hematopoietic development and predicts disease trait genetics
  GSE311714Homo sapiens14 个样本2026-10-27

  The 3D genomic architecture provides a regulatory scaffold for cell fate transitions, yet how chromatin architecture directs human hematopoietic development remains poorly understood. The endothelial-to-hematopoietic transition (EHT) is the developmental gateway by which specialized hemogenic endothelial cells generate definitive hematopoietic stem and progenitor cells (HSPCs), which go on to support blood cell production throughout mammalian life. Understanding mechanisms that regulate EHT is critical for blood disease modeling and regenerative medicine applications. Using a human induced pluripotent stem-cell (iPSC) hematopoiesis model, we combined single-nucleus RNA-seq, ATAC-seq, and Hi-C to chart chromatin reorganization during hemogenic specification and EHT. Hierarchical reorganization of topologically associating domains (TADs) and sub-TAD structures accompany the morphological conversion of endothelial sheets into HSPCs. Dynamic TAD and sub-TAD reorganization precedes transcriptional activation of key hematopoietic regulators (e.g., RUNX1, CEBPA), revealing a structural logic by which genome topology anticipates formation of cis-regulatory elements and transcription factor programs that control hematopoietic development. For example, we identify modulation of dynein and kinesin molecular motor genes during EHT. Functional dynein inhibition promotes EHT, likely through unopposed activities of kinesin motors. Integration of single cell data with Hi-C and genome-wide association study (GWAS) loci reveals enrichment for blood and immune trait variants, connecting 3D genome remodeling during in vitro hematopoiesis to in vivo human disease genetics. Together, these findings define the regulatory architecture of blood cell emergence and establish iPSC differentiation as a tractable platform for interrogating 3D genome principles in human development and disease. More broadly, our integrated data across rare developmental cell types helps define 3D chromatin regulatory architecture that underlies human GWAS variation.

  单细胞
• SAA-expressing hepatocytes as a key liver cell population in Alcohol associated Hepatitis
  GSE304325Homo sapiens13 个样本2026-10-27

  This study describes the dynamics of cellular heterogeneity during the progression of ALD to AH at a single cell level. Moreover, we have identified the specific subpopulations enriched in AH. This condition is characterized by an expansion of proinflammatory SAA+ hepatocytes, which strongly interact with hyperactivated neutrophils, suggesting a potential mechanism that could contribute to the exacerbated inflammation that characterizes this disease.

  单细胞
• Single Cell multi-omics identifies VEGFA-mediated angiogenesis results in relapse in Sonic Hedgehog Medulloblastoma [snRNA-seq]
  GSE287109Homo sapiens12 个样本2026-10-27

  Relapse in Sonic Hegdehog Medulloblastoma (SHH-MB) a common pediatric brain tumor, remain a significant clinical challenge due to its poor prognosis and limited therapeutic intervention. Understanding the underlying molecular mechanisms driving relapse is critical for developing targeted interventions. Here, we utilize single-cell multi-omics, combining single-nucleus RNA sequencing (snRNA-seq), single-nucleus ATAC sequencing (snATAC-seq), and spatial omics to comprehensively characterize the cellular landscape and regulatory networks associated with SHH medulloblastoma relapse. Our integrative analysis identifies distinct GCP population enriched with angiogenic activity characterized high expression of Vascular Endothelial Growth Factor A (VEGFA) regulated by the transcription factor HIF1A. Notably, we find that VEGFA-mediated angiogenesis is a critical driver of tumor recurrence, promoting a microenvironment that supports tumor revascularization and growth in the endothelial cells. Furthermore, we uncover potential therapeutic targets within the VEGFA signaling axis that could disrupt angiogenesis and reduce relapse rates. Our findings provide new insights into the molecular and cellular dynamics of SHH medulloblastoma relapse and highlight VEGFA as a key mediator of angiogenesis-driven recurrence, offering a promising avenue for therapeutic intervention.

  单细胞空间转录组多组学
• Single Cell multi-omics identifies VEGFA-mediated angiogenesis results in relapse in Sonic Hedgehog Medulloblastoma
  GSE287108Homo sapiens13 个样本2026-10-27

  Relapse in Sonic Hegdehog Medulloblastoma (SHH-MB) a common pediatric brain tumor, remain a significant clinical challenge due to its poor prognosis and limited therapeutic intervention. Understanding the underlying molecular mechanisms driving relapse is critical for developing targeted interventions. Here, we utilize single-cell multi-omics, combining single-nucleus RNA sequencing (snRNA-seq), single-nucleus ATAC sequencing (snATAC-seq), and spatial omics to comprehensively characterize the cellular landscape and regulatory networks associated with SHH medulloblastoma relapse. Our integrative analysis identifies distinct GCP population enriched with angiogenic activity characterized high expression of Vascular Endothelial Growth Factor A (VEGFA) regulated by the transcription factor HIF1A. Notably, we find that VEGFA-mediated angiogenesis is a critical driver of tumor recurrence, promoting a microenvironment that supports tumor revascularization and growth in the endothelial cells. Furthermore, we uncover potential therapeutic targets within the VEGFA signaling axis that could disrupt angiogenesis and reduce relapse rates. Our findings provide new insights into the molecular and cellular dynamics of SHH medulloblastoma relapse and highlight VEGFA as a key mediator of angiogenesis-driven recurrence, offering a promising avenue for therapeutic intervention.

  单细胞空间转录组多组学
• TGF-β inhibition ameliorates reactive ALS astrocyte sub-states at single-cell resolution
  GSE351508Homo sapiens16 个样本2026-10-26

  In amyotrophic lateral sclerosis (ALS), astrocytes become reactive, ultimately contributing to neuron death. Upregulation of TGF-β signalling has been implicated in astrocyte-mediated neurodegeneration in ALS. However, whether TGF-β drives cell-autonomous astrocyte reactive transformation, potentially by altering astrocyte reactive substates, remains unknown. To address this, we inhibited TGF-β in hiPSC derived ALS astrocytes carrying VCP mutations, known to cause familial ALS, and performed single-cell RNA sequencing, single-cell proteomics and functional studies informed by our analysis. We identified changes in the proportion of transcriptomic reactive substates characterised by mitochondrial dysfunction and markers of reactive transformation. Importantly these substates selectively upregulated an isoform-restricted TGF-β2–betaglycan axis and were ameliorated following TGF-β inhibition. Single-cell mass spectrometry-based proteomics validated these findings, revealing a VCP mutant subpopulation featuring increased translation and proinflammatory protein expression, which was similarly abrogated by TGF-β inhibition. Finally, secretome profiling revealed an upregulation of inflammatory mediators in VCP mutant astrocyte conditioned media, and increased motor neuron apoptosis was rescued when TGF-β was inhibited in VCP mutant astrocytes. Together, our analysis reveals that human VCP mutant astrocytes feature dysregulated cell-autonomous reactive sub-states, driven by TGF-β activation, which partially recapitulate astrocyte dysregulation identified in patient postmortem single-cell studies. Inhibiting TGF-β rescues dysregulated VCP mutant sub-states and astrocyte-mediated neurotoxicity. These results collectively indicate that selective TGF-β pathway inhibition in astrocytes may be a potential therapeutic approach for ALS.

  单细胞