figshare + Loughborough Research Repository2026 · Astronomical catalogue
Table 2_Integrated microarray-based and single-cell transcriptomic analyses reveal cell adhesion-related fibrotic remodeling signatures in heart failure.xls…Single-cell transcriptomic analysis was conducted to assess fibroblast states and gene dynamics.… …Single-cell analysis showed that these genes were predominantly expressed in fibroblasts and associated with fibroblast-state changes and ECM remodeling.…
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Table 1_Integrated microarray-based and single-cell transcriptomic analyses reveal cell adhesion-related fibrotic remodeling signatures in heart failure.xls…Single-cell transcriptomic analysis was conducted to assess fibroblast states and gene dynamics.… …Single-cell analysis showed that these genes were predominantly expressed in fibroblasts and associated with fibroblast-state changes and ECM remodeling.…
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Supplementary file 3_Integrated microarray-based and single-cell transcriptomic analyses reveal cell adhesion-related fibrotic remodeling signatures in heart failure.docx…Single-cell transcriptomic analysis was conducted to assess fibroblast states and gene dynamics.… …Single-cell analysis showed that these genes were predominantly expressed in fibroblasts and associated with fibroblast-state changes and ECM remodeling.…
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Supplementary file 1_Integrated microarray-based and single-cell transcriptomic analyses reveal cell adhesion-related fibrotic remodeling signatures in heart failure.docx…Single-cell transcriptomic analysis was conducted to assess fibroblast states and gene dynamics.… …Single-cell analysis showed that these genes were predominantly expressed in fibroblasts and associated with fibroblast-state changes and ECM remodeling.…
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Supplementary file 2_Integrated microarray-based and single-cell transcriptomic analyses reveal cell adhesion-related fibrotic remodeling signatures in heart failure.docx…Single-cell transcriptomic analysis was conducted to assess fibroblast states and gene dynamics.… …Single-cell analysis showed that these genes were predominantly expressed in fibroblasts and associated with fibroblast-state changes and ECM remodeling.…
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Data Sheet 1_Integrated microarray-based and single-cell transcriptomic analyses reveal cell adhesion-related fibrotic remodeling signatures in heart failure.docx…Single-cell transcriptomic analysis was conducted to assess fibroblast states and gene dynamics.… …Single-cell analysis showed that these genes were predominantly expressed in fibroblasts and associated with fibroblast-state changes and ECM remodeling.…
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Estrogen-mediated reprogramming augments cardiac progenitor cell therapy for heart failure- Supporting informations…</b> Complete DESeq2 differential expression results for all genes analyzed in estrogen-treated and control cardiac progenitor cells.</p><p dir="ltr"><b>Supplementary Table S5.…
figshare + Loughborough Research Repository2026 · Single-cell RNA sequencing
Table 1_Exploratory ferroptosis-related transcriptomic patterns in dilated cardiomyopathy and pan-cancer datasets with H9c2 RT-qPCR assessment.docx…Background and Aims<p>Ferroptosis-related pathways have been implicated in cardiovascular remodeling and cancer, but their relevance to hypertensive heart disease (HHD) remains uncertain… …Full-rank cell-level Wilcoxon results were retained, with all single-cell tests treated as descriptive.…
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Processed single-nucleus RNA sequencing data from hearts of Coxsackievirus A6 (CVA6)-infected wild-type and Ifnar1-deficient mice…<p dir="ltr">This dataset contains processed single-nucleus RNA sequencing (snRNA-seq) data generated from heart tissues of coxsackievirus A6 (CVA6)-infected wild-type (WT) and Ifnar1… …cardiac cell populations.…
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Table 1_Mechanism of luteolin in treating chronic heart failure by regulating HIF-1 signaling pathway-mediated mitochondrial damage to inhibit cardiomyocyte apoptosis.docx…Background<p>Chronic heart failure (CHF) is a systemic cardiovascular disease characterized by an extremely poor prognosis.… …Single-cell transcriptomics (scRNA-seq) was performed to characterize the expression profiles of these signature genes in cardiomyocyte subpopulations.…
figshare2026 · Astronomical catalogue
Table 10_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 2_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 12_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 11_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 4_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 5_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 9_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 6_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 7_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 13_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 3_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 14_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 15_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 1_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.docx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…
figshare2026 · Astronomical catalogue
Table 8_MGST3 defines a mitochondrial-health-associated M2 macrophage state in atherosclerosis: integrative multi-omics, single-cell mediation, and functional validation.xlsx…</p>Methods<p>We integrated weighted gene co-expression network analysis (WGCNA), machine learning, two-sample Mendelian randomization (two-sample MR), bulk transcriptomics, single-cell… …analysis, disease-level validation, single-cell mediation, and in vitro perturbation to identify macrophage-relevant mitochondrial regulators in AS.…