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
• 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
• 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 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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