GEO 数据集
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- Gene expression in pericental and periportal hepatocytesGSE349461Mus musculus4 个样本2026-10-31
Hepatic metabolic zonation enables periportal (PP) and pericentral (PC) hepatocytes to perform distinct metabolic functions. To characterize spatial differences in hepatic gene expression, we isolated PP and PC hepatocytes from mouse liver and performed RNA sequencing. This dataset provides transcriptomic profiles of PP and PC hepatocytes and enables identification of genes and pathways differentially regulated across the portal-to-central vein axis.
空间转录组 - Stereo-seq of aortic atherosclerotic lesions in common mouse modelsGSE331239Mus musculus3 个样本2026-10-31
A spatial transcriptomic analysis of aortic root atherosclerotic lesions for a comparison between common mouse models of atherosclerosis
空间转录组 - Inactivation of Irs1 in pericentral hepatocytes promotes lipid oxidationGSE349448Mus musculus4 个样本2026-10-30
Hepatic metabolic zonation enables periportal (PP) and pericentral (PC) hepatocytes to perform distinct functions in glucose and lipid metabolism. Insulin signaling is also spatially organized across the liver lobule, but the transcriptional role of insulin signaling in PC hepatocytes remains incompletely understood. To define the gene-expression programs regulated by insulin signaling in PC hepatocytes, we generated mice with inducible PC-specific deletion of insulin receptor substrate 1 (Irs1) using Cyp1a2CreER (Irs1-Cyp1a2 mice). RNA sequencing was performed to compare liver gene-expression profiles between Irs1-Cyp1a2 mice and littermate controls. This dataset provides a transcriptomic resource for identifying pathways regulated by PC IRS1 signaling and for understanding how spatial insulin signaling contributes to hepatic glucose and lipid metabolism.
空间转录组 - Spatially resolved heterogeneity of lymphatic vasculature in the adult lungGSE325297Mus musculus2 个样本2026-10-29
Background. Lung lymphatic drainage of interstitial fluid is essential for preventing pulmonary edema, a condition characterized by the accumulation of extravascular fluid that impedes respiratory gas exchange and can be fatal. Beyond fluid regulation, lung lymphatics also serve as conduits for immune cell trafficking, supporting both surveillance and mounting of host immune responses during lung infection. Despite their essential roles, the cellular and functional heterogeneity of lung lymphatic endothelial cells (LECs) remains poorly defined. Methods. Leveraging single nucleus sequencing technology, we investigated LEC heterogeneity in the homeostatic adult mouse lung. Results. We identified Stabilin-2 (Stab2), a Class H scavenger receptor, as a unique marker of a distinct subset of LECs in lymphatic vessels adjacent to pulmonary veins and in alveolar regions. A separate distinct subset of LECs is defined by expression of Polycystic Kidney and Hepatic Disease 1-Like-1 (Pkhd1l1), a component of stereocilia, and these lymphatic vessels are localized to the bronchovascular bundle. Conclusions. Our findings suggest that lung LECs are not a uniform population but instead compromise molecularly distinct and spatially organized lymphatic vessels, possibly with specialized functions. These results lay the groundwork for further studies geared towards understanding the roles of cellular origin in lung LEC heterogeneity, whether lymphatics in other organs have analogous spatial organization, and whether these disparate cells and vessels have functional differences in fluid homeostasis and immune regulation during pulmonary disease pathogenesis.
单细胞空间转录组 - Med1 Deletion Reprograms Dental Epithelium into Primitive Hair-Forming Epidermal Architecture via Trp63 Driven Epigenetic AlterationsGSE316847Mus musculus1 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 - Microglial lipid signaling drives glioblastoma invasion and represents a therapeutic vulnerabilityGSE348401Mus musculus8 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 - Oxidative Stress Potentiates a STAT1–APOL1 Feedforward Loop and Governs Disease Severity in APOL1-Mediated Kidney Disease [Xenium]GSE334605Mus musculus2 个样本2026-10-26
Introduction: Apolipoprotein L1 (APOL1) risk variants (G1 and G2) confer immunity against Trypanosoma infection but markedly increase susceptibility to progressive kidney disease. However, only a subset of biallelic risk-variant carriers develops disease progression, distinct from murine models. Here, we evaluated molecular drivers of progressive disease using a model that reflected the low human disease penetrance. Methods: To investigate the heterogeneity of APOL1-mediated kidney disease, we generated novel APOL1 bacterial artificial chromosome transgenic mice with doxycycline-inducible systemic IFNγ expression (G0- or G1-IFNγ mice). Single-cell spatial transcriptomics via 10x Genomics Xenium In Situ platform was performed.
单细胞空间转录组 - The nail mesenchyme creates a regeneration-specific ligand environment that orchestrates mammalian regeneration versus fibrotic wound healing [scRNA-seq]GSE326786Mus musculus4 个样本2026-10-26
The adult digit tip is one of the few privileged mammalian tissues that can regenerate. Here, we have asked why this is so. We show, using single cell spatial transcriptomics and genetic mouse models that regeneration requires the nail organ and associated inductive nail mesenchyme, and that in their absence the digit tip undergoes fibrotic wound-healing. We further show the nail organ/mesenchyme orchestrates a highly-organized regenerative response where mesenchymal cells are reprogrammed to a blastema state and re-epithelialization is enhanced. It does this by creating a regeneration-specific ligand environment that is absent in the nonregenerative condition and that includes multiple BMPs. Loss of downstream BMP signaling by genetic deletion of Smad4 in all mesenchymal cells or specifically in the nail mesenchyme inhibits multiple aspects of the regenerative response, including expression of regeneration-specific ligands. Thus, the nail mesenchyme creates a BMP-rich local ligand environment that reprograms mesenchymal cells to a blastema state and promotes tissue regeneration versus fibrotic wound-healing, findings with implications for tissue repair and anti-fibrosis strategies.
单细胞空间转录组 - Oxidative Stress Potentiates a STAT1–APOL1 Feedforward Loop and Governs Disease Severity in APOL1-Mediated Kidney DiseaseGSE300326Mus musculus8 个样本2026-10-26
Introduction: Apolipoprotein L1 (APOL1) risk variants (G1 and G2) confer immunity against Trypanosoma infection but markedly increase susceptibility to progressive kidney disease. However, only a subset of biallelic risk-variant carriers develops disease progression, distinct from murine models. Here, we evaluated molecular drivers of progressive disease using a model that reflected the low human disease penetrance. Methods: To investigate the heterogeneity of APOL1-mediated kidney disease, we generated novel APOL1 bacterial artificial chromosome transgenic mice with doxycycline-inducible systemic IFNγ expression (G0- or G1-IFNγ mice). Podocyte-specific transcriptomics using translating ribosome affinity purification (TRAP-seq) and single-cell spatial transcriptomics via 10x Genomics Xenium In Situ platform were performed. Mechanistic validation and analysis of factors regulating APOL1 upregulation were conducted in primary podocytes and subsequently validated in human and mouse kidney biopsy specimens via immunofluorescence. Results: A subset of G1-IFNγ mice developed severe albuminuria and focal segmental glomerulosclerosis, which strongly correlated with the magnitude of APOL1 upregulation. By pairing TRAP-seq with single-cell spatial transcriptomic data, we identified mitochondrial dysfunction and JAK-STAT signaling as a central mediator of podocyte injury. In primary podocytes, APOL1 risk variants triggered mitochondrial-derived oxidative stress, establishing a self-amplifying STAT1-APOL1 feedforward loop that further enhances APOL1 expression and APOL1 oligomerization. This pathogenic loop was consistently enriched in podocytes from both G1-IFNγ mice and in kidney biopsy specimens from patients with APOL1-mediated focal segmental glomerulosclerosis, demonstrating translational relevance. Conclusions: Our findings suggest that biallelic risk variants initiate an oxidative stress-induced positive feedback loop which promotes APOL1 upregulation and STAT1 phosphorylation, thereby contributing to disease susceptibility and outcome.
单细胞空间转录组