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。

• Single-cell RNA sequencing of appendiceal adenocarcinoma reveals a low proportion of epithelial cells and a fibroblast enriched tumor microenvironment
  GSE352702Homo sapiens4 个样本2026-10-31

  Appendiceal adenocarcinoma (AA) is an understudied gastrointestinal malignancy. Treatment is guided by its proximal counterpart, colorectal cancer (CRC), despite recent studies demonstrating AA’s unique mutational landscape and poor response to CRC chemotherapy. As the first application of single-cell technology to AA these data provide insight into the intratumor heterogeneity of AA and highlight the important contribution of the tumor microenvironment in this orphan disease. These results also reinforce multiple observations that AA is a unique disease entity from CRC and targeting the tumor microenvironment should be considered as a therapeutic strategy.

  单细胞
• Local and circulating cytotoxic CD4 T cells are early markers of disease activity in pediatric Crohn’s disease
  GSE352630Homo sapiens8 个样本2026-10-31

  Inflammatory bowel disease (IBD) requires improved molecular and cellular stratification to guide therapy. In the PREDICT study, we profiled intestinal and blood T cells from treatment-naïve pediatric patients with IBD, disorders of gut–brain interaction controls, and healthy donors using single-cell RNA sequencing. Across 107 participants, we identify a population of clonally expanded cytotoxic CD4 T cells (CD4 CTL) enriched in the inflamed gut of patients with Crohn's disease (CD) and ulcerative colitis. Cell–cell interaction analyses and validation in a mouse model implicate IL-27 in CD4 CTL differentiation. Elevated CD4 CTL frequencies in gut and peripheral blood at diagnosis are associated with subsequent poor outcome of anti-TNF therapy in pediatric CD. Findings in our identification cohort are validated in an independent cohort and through reanalysis of published datasets. Blood CD4⁺CXCR6⁺CD27⁻ T cells displayed a CD4 CTL transcriptional phenotype, supporting CD4 CTLs as a candidate blood-accessible biomarker for treatment stratification.

  单细胞
• Collagen-PMMA scaffolds induce dermal remodeling and immune recruitment distinct from simple volar fibroblast therapy in human skin [scRNAseq]
  GSE350894Homo sapiens3 个样本2026-10-31

  Cellular therapy is promising but requires optimization in human subjects. Volar skin of the palms and soles is adapted to mechanical stress through a thick epidermis and dense extracellular matrix, whereas non-volar skin is vulnerable at high-pressure sites such as prosthetic limb interfaces. Because volar fibroblasts can partially reprogram non-volar skin, we tested whether collagen/polymethyl methacrylate (PMMA) could enhance volar fibroblast therapy. Healthy volunteers received vehicle, scalp fibroblast, or volar fibroblast injections, with or without collagen/PMMA, into non-volar skin. Durometer, optical coherence tomography, histology, and transcriptomic analyses showed volar-like structural changes and activation of skin-development, keratinocyte-differentiation, extracellular-matrix, and morphogenesis pathways. Collagen/PMMA promoted fibroblast, immune, and endothelial cell accumulation, consistent with a scaffold-associated tissue response. These findings distinguish volar fibroblast–associated skin identity changes from collagen/PMMA-induced stromal remodeling with foreign body, inflammatory, and fibrotic/myofibroblast-associated features.

  单细胞
• KLF16 and SIN3A facilitate endometrial cancer cell proliferation in association with CTD-2377D24.6
  GSE349296Homo sapiens6 个样本2026-10-31

  Endometrial cancer (EC) is the most common gynecological malignancy in developed countries. Pathogenetically, most cases arise from uncontrolled proliferative expansion of endometrial cells under prolonged estrogen stimulation, ultimately leading to malignant transformation within the glandular epithelium. Identifying key regulators of aberrant endometrial proliferation is therefore critical for developing novel therapeutic modalities against EC. In the present study, we characterized Kruppel-like factor 16 (KLF16), a transcription factor that drives proliferative signaling across multiple cellular components of the endometrium, including endothelial, epithelial, and smooth muscle cell types. Clinicopathological analysis revealed significantly elevated KLF16 expression in human EC tissues, which was positively associated with both advanced tumor stages and high histological grades. Genetic perturbation experiments demonstrated that knockdown of KLF16 robustly inhibited endometrial cancer cell proliferation in vitro and impeded tumor growth in vivo. Given its role as a master regulator controlling broad transcriptomic programs encompassing both protein-coding genes and non-coding RNAs, we performed unbiased screening and identified lncRNA CTD-2377D24.6 as a potential downstream mediator associated with KLF16 signaling. Notably, overexpression of CTD-2377D24.6 effectively counteracted the anti-proliferative effects induced by KLF16 depletion. Mechanistically, single-cell transcriptomics, coimmunoprecipitation, and functional assays demonstrated that SIN3A interacts with KLF16 and may contribute to the association between KLF16 and CTD-2377D24.6 expression, which is linked to enhanced endometrial cancer cell proliferation. Together, these findings established KLF16 contributes to endometrial cancer progression and highlight the KLF16/SIN3A/CTD-2377D24.6-associated regulatory axis as a potential molecular pathway relevant to EC proliferation.

  单细胞扰动筛选
• HNRNPH2-R114W remodels RNA splicing and neurodevelopmental gene programs in isogenic cerebral organoids
  GSE348913Homo sapiens4 个样本2026-10-31

  Autism spectrum disorder has been linked to disrupted RNA processing during corticogenesis, yet variant-specific mechanisms remain difficult to resolve. Isogenic cerebral organoids derived from a patient-derived induced pluripotent stem cell (iPSC) line carrying the HNRNPH2-R114W variant and its CRISPR-corrected counterpart serve as a human developmental model to investigate variant-associated RNA dysregulation. Imaging quantification and exploratory bulk RNA sequencing, performed at a single developmental time point using one pooled organoid RNA sample from each genotype, identify coordinated remodeling of neuronal and metabolic programs, along with junction-centered splicing dysregulation involving 6,310 differentially used junctions. Computational structural docking situates HNRNPH2 RNA recognition motifs (RRMs) 1-3 within a spliceosomal context and locates residue R114 near a predicted RNA-contact interface, indicating that the R114W substitution may alter RNA engagement. Integration of differential expression with event- and isoform-level analyses identifies regulatory hubs enriched for axon guidance and synaptic signaling pathways. Single-cell-reference-based deconvolution suggests modest compositional shifts that are unlikely to account for the extent of transcriptional and splicing alterations observed. Collectively, these findings implicate HNRNPH2-R114W in widespread RNA rewiring and define candidate isoform-level endpoints for mechanistic and therapeutic investigation in human cortical organoids. These molecular signatures open new avenues to examine how HNRNPH2-associated RNA dysregulation evolves across developmental time and recurs across independent biological contexts, providing a foundation for further mechanistic studies of this rare neurodevelopmental disorder.

  单细胞计算与 AI
• Single-cell regulatory genomics reveals coordinated myeloid and T-cell reprogramming in liver cirrhosis
  GSE348509Homo sapiens6 个样本2026-10-31

  We performed single-cell RNA sequencing (scRNA-seq) on liver tissues from 3 cirrhotic patients and 3 non-cirrhotic controls, analyzing 43,745 high-quality cells. We investigated cellular composition, SCENIC regulon activity, pseudotime trajectories, and CellChat communication. Cirrhosis was associated with Mono1 depletion, expansion of inflammatory macrophages and regulatory T cells, dysregulated YY1/ETV6 regulons in myeloid cells, altered EOMES/KLF6 programs in cytotoxic T cells, and increased EP300/SP3 in Tregs, along with fibrosis-biased ligand-receptor signaling. Note: Raw sequencing data are not available because the sequencing company routinely clears data after two years; only processed expression matrices are provided.

  单细胞
• A Viral Replication Level-Dependent Continuum of Transcriptional and MicroRNA Reprogramming in HIV-1-Infected Microglia Links Productive Infection to Neurocognitive-Associated Gene Networks [RNA-seq]
  GSE341759Homo sapiens8 个样本2026-10-31

  Microglia are major targets of HIV-1 in the brain. Despite the effectiveness of antiviral therapy, infected microglia, including those containing a replication-defective provirus, can express viral RNA and proteins that contribute to neuroinflammation. However, the degree to which productive infection shapes the host response in microglia remains poorly defined. Using single cell RNA-seq of HIV-1-infected C20 microglia, we stratified cells by counts of HIV-1 reads with splice junctions into low- and high-infection groups, enabling us to resolve a graded rather than binary host transcriptional response. A core set of immune and cell-cycle pathways was induced regardless of infection level, but several programs reversed direction with increasing viral burden: interferon-α/γ and EMT/hypoxia signatures peaked at low infection, while high infection was marked by suppression of these signatures alongside induction of mTORC1/MYC signaling, ribosome biogenesis, RNA processing, and mitotic activity, accompanied by progressive loss of cytoskeletal, motility, and developmental gene programs. This pattern was reproduced in iPSC-derived microglia, supporting its generalizability beyond an immortalized line. Integration of differentially expressed miRNAs with differentially expressed genes from the low- and high-infection groups showing the canonical inverse miRNA-target relationship revealed miRNA/mRNA networks with strong representation of miRNAs previously implicated in HIV-1 replication (e.g., miR-33a-5p, miR-3065-3p) and in neurodegenerative and psychiatric disease (e.g., miR-107, let-7c-5p). These findings define a productive-infection-level continuum in microglial transcription, miRNA reprogramming, and identify candidate miRNA-mediated mechanisms, independent of the canonical Env/Nef/Tat pathway, by which HIV-1-infected microglia may contribute to neuroinflammation and neurocognitive impairment in people with HIV-1.

  单细胞
• A Viral Replication Level-Dependent Continuum of Transcriptional and MicroRNA Reprogramming in HIV-1-Infected Microglia Links Productive Infection to Neurocognitive-Associated Gene Networks [scRNA-seq]
  GSE341758Homo sapiens6 个样本2026-10-31

  Microglia are major targets of HIV-1 in the brain. Despite the effectiveness of antiviral therapy, infected microglia, including those containing a replication-defective provirus, can express viral RNA and proteins that contribute to neuroinflammation. However, the degree to which productive infection shapes the host response in microglia remains poorly defined. Using single cell RNA-seq of HIV-1-infected C20 microglia, we stratified cells by counts of HIV-1 reads with splice junctions into low- and high-infection groups, enabling us to resolve a graded rather than binary host transcriptional response. A core set of immune and cell-cycle pathways was induced regardless of infection level, but several programs reversed direction with increasing viral burden: interferon-α/γ and EMT/hypoxia signatures peaked at low infection, while high infection was marked by suppression of these signatures alongside induction of mTORC1/MYC signaling, ribosome biogenesis, RNA processing, and mitotic activity, accompanied by progressive loss of cytoskeletal, motility, and developmental gene programs. This pattern was reproduced in iPSC-derived microglia, supporting its generalizability beyond an immortalized line. Integration of differentially expressed miRNAs with differentially expressed genes from the low- and high-infection groups showing the canonical inverse miRNA-target relationship revealed miRNA/mRNA networks with strong representation of miRNAs previously implicated in HIV-1 replication (e.g., miR-33a-5p, miR-3065-3p) and in neurodegenerative and psychiatric disease (e.g., miR-107, let-7c-5p). These findings define a productive-infection-level continuum in microglial transcription, miRNA reprogramming, and identify candidate miRNA-mediated mechanisms, independent of the canonical Env/Nef/Tat pathway, by which HIV-1-infected microglia may contribute to neuroinflammation and neurocognitive impairment in people with HIV-1.

  单细胞
• A Viral Replication Level-Dependent Continuum of Transcriptional and MicroRNA Reprogramming in HIV-1-Infected Microglia Links Productive Infection to Neurocognitive-Associated Gene Networks [miRNA-seq]
  GSE341757Homo sapiens4 个样本2026-10-31

  Microglia are major targets of HIV-1 in the brain. Despite the effectiveness of antiviral therapy, infected microglia, including those containing a replication-defective provirus, can express viral RNA and proteins that contribute to neuroinflammation. However, the degree to which productive infection shapes the host response in microglia remains poorly defined. Using single cell RNA-seq of HIV-1-infected C20 microglia, we stratified cells by counts of HIV-1 reads with splice junctions into low- and high-infection groups, enabling us to resolve a graded rather than binary host transcriptional response. A core set of immune and cell-cycle pathways was induced regardless of infection level, but several programs reversed direction with increasing viral burden: interferon-α/γ and EMT/hypoxia signatures peaked at low infection, while high infection was marked by suppression of these signatures alongside induction of mTORC1/MYC signaling, ribosome biogenesis, RNA processing, and mitotic activity, accompanied by progressive loss of cytoskeletal, motility, and developmental gene programs. This pattern was reproduced in iPSC-derived microglia, supporting its generalizability beyond an immortalized line. Integration of differentially expressed miRNAs with differentially expressed genes from the low- and high-infection groups showing the canonical inverse miRNA-target relationship revealed miRNA/mRNA networks with strong representation of miRNAs previously implicated in HIV-1 replication (e.g., miR-33a-5p, miR-3065-3p) and in neurodegenerative and psychiatric disease (e.g., miR-107, let-7c-5p). These findings define a productive-infection-level continuum in microglial transcription, miRNA reprogramming, and identify candidate miRNA-mediated mechanisms, independent of the canonical Env/Nef/Tat pathway, by which HIV-1-infected microglia may contribute to neuroinflammation and neurocognitive impairment in people with HIV-1.

  单细胞
• GOLDEN: Gene expression and allele-informed decomposition for genetic heterogeneity in spatial transcriptomic data
  GSE341398Homo sapiens2 个样本2026-10-31

  Spatial transcriptomics (ST) enables exploration of cellular interactions, but current methods rely on pathologist annotation and face limitations in addressing genetic heterogeneity, where niches harbor non-clonal cells, as in placental or allograft tissues. To decipher such inter-individual heterogeneity in ST, we developed GOLDEN (Gene expression and allele-informed decomposition for genetic heterogeneity), an allele-aware multi-task network that encodes spot-level expression into shared latent representations. Incorporating allele features, it uses dual heads to classify spot identity (target, non-target, or mixed) and to estimate target fractions. For evaluation, we generated synthetic ST data via a Gamma-distribution model using semi-allogeneic single-cell profiles. On these synthetic benchmarks, GOLDEN achieved reliable deconvolution (Pearson's r = 0.977; MAE = 0.045) while maintaining consistent predictions across real-world STs, which were validated through genetic evidence.

  单细胞空间转录组计算与 AI
• Single-cell atlas reveals shared early microenvironmental remodeling in colorectal polypogenesis
  GSE327909Homo sapiens6 个样本2026-10-31

  Colorectal polyps are the earliest precancerous lesions in colorectal carcinogenesis, but their common microenvironmental drivers remain incompletely defined. We performed single-cell RNA sequencing on paired normal mucosal and colorectal polyp tissues from 3 patients with unselected lesions, including hyperplastic polyps and tubular adenomas. After quality control, 31,147 high-quality cells were obtained. Comparative analysis revealed four conserved hallmarks of colorectal polyps relative to normal mucosa: disrupted epithelial homeostasis characterized by stem cell expansion, Paneth cell reduction, and Wnt pathway activation; pro-inflammatory polarization of CD4+ T cells with increased Th17 cells and activation of NF-kB/IL-17-related pathways; functional reprogramming of CD8+ T cell subsets, especially decreased IELs with specialized immune functions; and extensive remodeling of immune-epithelial intercellular communication, including CD55-ADGRE5, MIF-CD74, and GZMA-PARD3 signaling axes. These data provide a single-cell atlas of shared microenvironmental changes in early colorectal polypogenesis.

  单细胞细胞图谱
• A Single-Cell Atlas of Human Periodontal Ligament During Orthodontic Tooth Movement
  GSE327337Homo sapiens5 个样本2026-10-31

  Orthodontic tooth movement (OTM) requires coordinated remodeling of the periodontal ligament (PDL) and alveolar bone, yet the cellular architecture underlying this process in human tissues remains incompletely understood. Here, we generated the first single-cell transcriptomic atlas of the human PDL during OTM by profiling cells from the pressure and tension sides of teeth collected at day 3 and day 7 following force application. This atlas reveals the major stromal and immune cell populations and highlights spatial and temporal heterogeneity across force conditions and remodeling stages.

  单细胞空间转录组细胞图谱
• Somatic TP53 Mutations Drive T and NK Cell Dysfunction and Create an Inflammatory Immune Niche in Acute Myeloid Leukemia
  GSE324592Homo sapiens2 个样本2026-10-31

  TP53-mutant acute myeloid leukemia (AML) is characterized by poor prognosis and limited response to immunotherapy, yet the mechanisms underlying immune failure in this setting remain unclear. Here, we integrate single-cell DNA sequencing with surface proteomics to demonstrate that somatic TP53 mutations arise not only in leukemic blasts but also in T and NK cells from patients with TP53-mutant AML. TP53-mutant T cells exhibit enhanced exhaustion phenotypes, impaired cytotoxic function, and altered clonal architecture. Mechanistically, mutant p53 reprograms T cells toward a pro-inflammatory yet dysfunctional state, reshaping cytokine networks and promoting a niche enriched in inflammatory and myeloid-supportive signals. These mutant T cells impair both intrinsic effector function and the functionality of surrounding immune cells. Introduction of TP53 mutations into healthy donor T cells recapitulates exhaustion and impaired tumor control, whereas elimination of mutant p53 restores effector function, normalizes cytokine programs, and improves disease control in a TP53-mutant AML xenograft model.

  单细胞
• StrataChip: a microphysiological system to capture dynamic keratinocyte fate and mechanical transitions during human epidermal morphogenesis
  GSE351999Homo sapiens1 个样本2026-10-30

  Epidermal development and homeostasis require precise coordination between keratinocyte differentiation and mechanics. Still, the mechanisms integrating these processes remain poorly understood in part due to limitations of existing experimental systems. Here, we introduce StrataChip, a tractable microphysiological system that enables dynamic, multimodal interrogation of human epidermal morphogenesis. The platform integrates a media perfused dermal tissue with human epidermal keratinocytes within a microfluidic device and supports rapid epidermal stratification following establishment of an air-liquid interface. High-resolution confocal imaging and single-cell RNA-sequencing demonstrate that the StrataChip recapitulates key architectural and molecular features of human epidermis, including distinct basal, spinous, and granular layers defined by canonical differentiation markers and adhesion molecule organization. Single-cell profiling reveals transcriptionally distinct basal and spinous subpopulations, including transitional states associated with suprabasal commitment. Live 3D imaging in situ captures keratinocyte morphodynamics including basal cell delamination and asymmetric division in early stages of epidermal stratification. Altogether, StrataChip provides a robust platform that is capable of dynamic and mechanistic interrogation of how gene regulation and cell mechanical changes are coupled during epidermal morphogenesis.

  单细胞
• A Cross-scale Causal Mapping Framework Pinpoints Macrophage Orchestrators of Balanced Arterial Development
  GSE317047Homo sapiens3 个样本2026-10-30

  This dataset contains single-cell RNA sequencing profiles of induced pluripotent stem cell (iPSC)-derived blood vessel organoids (BVOs) cultured under different macrophage co-culture conditions. The aim is to investigate the regulation of vascular maturation and arterial development by the immune system. The BVOs were cultured either alone or with two polarized populations of iPSC-derived macrophages: activated (MGL low) and regenerative (MGL high). Single-cell transcriptomic analyses revealed polarization-dependent transcriptional changes in vascular endothelial and perivascular cell populations. This dataset allows for the identification of candidate genes and signaling pathways associated with arterial specification, vessel stabilization, and vascular maturation in a human organoid model.

  单细胞
• Multi-lineage evolution of drug resistance via a keratin 17+ aberrant basaloid drug tolerant persister population in EGFR-mutant NSCLC
  GSE303284Homo sapiens6 个样本2026-10-30

  We have an incomplete understanding of how EGFR-mutant drug tolerant persister cells (DTPCs) adapt to tolerate EGFR signaling blockade and whether these different mechanisms of resistance are present at baseline or emerge from a common DTPC population. In this study, we leveraged single cell RNA sequencing to comprehensively characterize phenotypes potentiating EGFR-mutant DTPCs and minimal residual disease states in part by sampling in vitro model systems. Using this and other single cell RNA sequencing data, we uncovered that a recurrent, novel KRT17+/KRT5- DTPC population harboring basaloid features and decreased alveolar lineage fidelity could give rise to diverse, multilineage mechanisms of targeted therapy resistance.

  单细胞
• Transcriptional response of primary human pancreatic cancer-associated fibroblasts to IFN-γ and lipopolysaccharide stimulation
  GSE348821Homo sapiens9 个样本2026-10-29

  Single-cell analysis of a pan-cancer tumor microenvironment atlas identified transcriptionally distinct inflammatory cancer-associated fibroblast (iCAF) subpopulations, including an ISG15+ iCAF population predicted to arise downstream of interferon-γ signaling from CD8+/GZMB+ T cells, and a CXCL8+ iCAF population. To test these predictions experimentally, primary cancer-associated fibroblasts (CAFs) were isolated from a fresh human pancreatic ductal adenocarcinoma (PDAC) surgical specimen, expanded in culture, and treated for 24 hours with control media, recombinant human interferon-γ, or lipopolysaccharide (LPS). Bulk RNA-sequencing of the resulting nine libraries was used to compare the induced transcriptional programs against gene signatures derived from the ISG15+ iCAF and CXCL8+ iCAF subpopulations of the atlas. Results are reported in the associated publication.

  单细胞细胞图谱
• AP-1 Family Member Transcription Factors Play a Critical Role in Human Beta Cell Replication and Differentiation [scATAC-seq]
  GSE326466Homo sapiens3 个样本2026-10-29

  Insulinomas are a rare and benign type of pancreatic neuroendocrine tumor. They consist of pancreatic beta cells that are able to replicate as opposed to their human islet counterparts. They are also able to secrete insulin. Although we know epigenetics is a critical factor, it is unclear which exact pathways play a role in the control of replication and differentiation. Here we performed snATAC-seq to gain further insight into the open accessible chromatin regions in various insulinoma cell types.

  单细胞
• AP-1 Family Member Transcription Factors Play a Critical Role in Human Beta Cell Replication and Differentiation [Multiome]
  GSE326458Homo sapiens2 个样本2026-10-29

  Insulinomas are a rare and benign type of pancreatic neuroendocrine tumor. They consist of pancreatic beta cells that are able to replicate as opposed to their human islet counterparts. They are also able to secrete insulin. Although we know epigenetics is a critical factor, it is unclear which exact pathways play a role in the control of replication and differentiation. Here we performed multiome assay to delineate open accessible chromatin regions and single cell transcriptomic profiles in various insulinoma cell types.

  单细胞多组学
• AP-1 Family Member Transcription Factors Play a Critical Role in Human Beta Cell Replication and Differentiation [snRNA-seq]
  GSE326455Homo sapiens2 个样本2026-10-29

  Insulinomas are a rare and benign type of pancreatic neuroendocrine tumor. They consist of pancreatic beta cells that are able to replicate as opposed to their human islet counterparts. They are also able to secrete insulin. Although we know epigenetics is a critical factor, it is unclear which exact pathways play a role in the control of replication and differentiation in insulinomas. Here we performed snRNAseq to gain further insight into the transcriptomic profiles of various insulinoma cell types.

  单细胞
• A CRISPR-Based Humanized Model Reveals Cooperative Role of STAG2 Loss in Familial GATA2-Deficient MDS Progression
  GSE317264Homo sapiens6 个样本2026-10-29

  Myelodysplastic syndrome is a heterogeneous myeloid malignancy driven by hematopoietic stem cell dysfunction, leading to ineffective hematopoiesis and cytopenias. Familial GATA2 deficiency is the most common cause of Myelodysplastic syndrome in adolescents, with progression often accelerated by co-occurring mutations, notably STAG2 loss-of-function. Using CRISPR/Cas9-mediated genome engineering in primary human fetal liver-derived hematopoietic stem cells and xenotransplantation in mice, we modeled GATA2-deficient Myelodysplastic syndrome with acquired STAG2 loss to investigate disease initiation and progression. While GATA2 deficiency alone had minimal short-term impact in our model, combined GATA2 and STAG2 loss increased hematopoietic stem cell maintenance and self-renewal, induced a myeloid-lineage bias, and expanded primitive progenitors. Single-cell transcriptional profiling revealed upregulation of stemness genes and inflammatory pathways, alongside downregulation of MYC targets. This humanized model faithfully recapitulates high-risk GATA2-deficient Myelodysplastic syndrome, providing mechanistic insight into how cooperative mutations drive stem cell expansion, inflammatory signaling, and myeloid skewing.

  单细胞
• Spatial transcriptomic profiling of human left ventricular tissue in ischaemic heart disease and dilated cardiomyopathy
  GSE351778Homo sapiens2 个样本2026-10-27

  Spatially resolved single-cell gene expression profiling was performed on fresh-frozen human left ventricular tissue from one ischaemic heart disease (IHD) and one dilated cardiomyopathy (DCM) specimen. The Xenium Human Multi-Tissue and Cancer Gene Expression panel supplemented with 100 custom probes was used to characterise cardiomyocytes and cardiac fibroblasts and investigate spatial relationships between fibroblast subpopulations and cardiomyocyte.

  单细胞空间转录组
• Study of LETT@MVs‑induced ferroptosis in tumor cells via supplementation of PUFA
  GSE351467Homo sapiens4 个样本2026-10-27

  Ferroptosis represents a promising therapeutic strategy for cancer, yet its anti‑tumor efficacy is largely limited by insufficient polyunsaturated fatty acids (PUFA) within the tumor microenvironment (TME). Aloe vera thylakoid membranes, naturally rich in PUFA, are an ideal source to facilitate robust lipid peroxidation. To address biological delivery obstacles, we constructed tumor‑targeting biomimetic microvesicles (LETT@MVs) by engineering aloe‑thylakoid‑derived microvesicles (TDMVs) with the multifunctional peptide LETT, which enables tumor‑targeted delivery and lysosomal escape. We systematically characterized the influences of LETT@MVs on hepatocellular carcinoma (HCC) cells, including cell viability, vasculogenic mimicry (VM) formation, lipid peroxidation and ferroptosis in vitro. Antitumor potency and biosafety were further validated using an orthotopic HCC mouse model. Mechanistically, multi‑omics strategies combining bulk RNA‑seq, metabolomics and scRNA‑seq were applied to decipher underlying molecular events. LETT@MVs were effectively internalized by HCC cells and successfully escaped lysosomal degradation. Taking advantage of endogenous PUFA stored in thylakoid components, LETT@MVs triggered potent lipid peroxidation and ferroptosis, meanwhile remodelled the extracellular matrix (ECM) to suppress vasculogenic mimicry. In orthotopic HCC mice, LETT@MVs markedly retarded tumor growth via ferroptosis induction and VM repression without obvious safety risks. Integrated multi‑omics data demonstrated that LETT@MVs rewired transcriptional and metabolic profiles of HCC cells, driving highly‑metabolic tumor cells toward ferroptotic stress status and generating near‑death cell subpopulations. Collectively, our work validates that aloe‑thylakoid‑originated biomimetic nanoplatform can trigger robust tumor ferroptosis through PUFA supplementation, providing new clues to conquer ferroptosis resistance and advance therapeutic interventions for hyper‑metabolic tumors.

  单细胞
• ScRNA-seq reveals cellular heterogeneity in urethral stricture
  GSE347480Homo sapiens6 个样本2026-10-27

  Urethral strictures are characterized by fibrotic scar tissue formation in the urethra, leading to difficulties in urination and potential renal dysfunction. The cellular microenvironment contributes to stenosis. However, the heterogeneity of key cell types hinders our understanding of this disease. Single-cell RNA sequencing was performed on three urethral scar tissues and three normal urethral tissues. First, the main cell types and sample heterogeneity were identified. Transcription factor (TF) and enrichment analyses were used to characterize the transcriptional regulation and metabolic patterns of fibroblasts and mast cells. Finally, CellChat was used to elucidate intercellular communication networks in urethral scar tissues. Of the eight cell types detected, fibroblasts, mast cells, and macrophages were major contributors to urethral scar tissue. These cells were categorized into seven (FB0–FB6), two (Mast0 and Mast1), and nine (Macro0-Macro8) subclusters, respectively, based on heterogeneity. Urethral scar tissue exhibited increased proportions of FB3 fibroblast, Mast1 mast cell, Macro1, and Macro7 counts. Marker genes of these subclusters facilitated the dysregulation of fibrosis through various biological processes, including cell adhesion and extracellular matrix organization. Additionally, screening of the dysregulation of multiple TFs and metabolic pathways revealed potential candidate TFs—ETS1 (from FB3) and SMAD3 (from Mast1)—associated with fibrosis. Furthermore, communication substantially increased between fibroblasts and other cells, and between Macro1 or Macro7 and other macrophage subclusters or fibroblasts in urethral scar tissue. We revealed the transcriptional characteristics of key cells involved in the fibrogenesis of urethral stricture, which elucidates the pathogenesis of urethral stenosis and advances the exploration of therapeutic targets.

  单细胞
• Single Cell multi-omics identifies VEGFA-mediated angiogenesis results in relapse in Sonic Hedgehog Medulloblastoma [Visium]
  GSE287107Homo sapiens6 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
• Recordanelles for transcriptome-wide single-cell RNA recording in human cells [dataset_4 scRNA-seq]
  GSE344737Homo sapiens2 个样本2026-10-26

  Transcriptomic measurement technologies provide powerful approaches to understand biology but are limited to providing either a high-resolution snapshot at a moment in time or a low-resolution history of transcription constrained to a few genes over a narrow time range. Here, we introduce the “recordanelle”, a single-component synthetic organelle capable of recording the transcriptome in human cells. Recordanelles are composed of a mitochondrial membrane anchor, a condensate assembler and a poly-A-binding protein. We demonstrate that the recordanelle can be engineered to recruit engineered RNAs or a sampling of up to 90% of all endogenous mRNAs and protect them over several days. We further show that transient and dynamic transcriptional responses resulting from inducible promoters or interferon signaling are preserved throughout time within the recordanelle at the single-cell level. This work provides a non-disruptive and unbiased transcriptome-wide single-cell RNA recording technology to enable a deeper understanding of biology.

  单细胞
• Attenuation of DOK3 re-programs tumor-associated macrophages to enhance anti-PD-1-mediated cancer immunotherapy [scRNA-seq]
  GSE341136Homo sapiens6 个样本2026-10-26

  Downstream of Kinase 3 (DOK3) is an adaptor protein that binds and modulates Caspase recruitment domain-containing protein 9 (CARD9) signaling but the role for DOK3 during tumor immune escape remains unclear. Here, we revealed immunosuppressive Osteopontin (SPP1+) tumor-associated macrophages (TAMs) to highly express DOK3 while DOK3low/neg TAMs express CARD9 and T cell-homing chemokines within the tumor microenvironment (TME). Interestingly, Dok3-/- mice showed decreased tumor growth and improved response to anti-PD-1 therapy. While DOK3 is constitutively expressed by macrophages, blocking its interaction with CARD9 enhances JNK signaling to reprogram TAMs for improved homing and activation of T cells. Further spatial studies clarified the localization of DOK3high TAMs within the TME and an association of DOK3 expression with progressive disease in an ongoing Phase II study of Lenvatinib/Pembrolizumab in recurrent clear cell gynecological carcinomas. Overall, targeting DOK3-CARD9 axis may represent a new avenue to overcome resistance in cancer immunotherapy by driving the emergence of favorable response-associated TAM states.

  单细胞空间转录组