Gene expression profile at single cell level of adipocyte tissue macrophages from Apoe-null eWAT
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1011392 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR25864847.fastq.gz | Fastqsanger.gz | |||
| SRR25864848.fastq.gz | Fastqsanger.gz | |||
| SRR25864849.fastq.gz | Fastqsanger.gz | |||
| SRR25864850.fastq.gz | Fastqsanger.gz | |||
| SRR25864851.fastq.gz | Fastqsanger.gz |
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Project description:Macrophages (ATM) are the predominant immune cells in WAT, but their heterogeneity and phenotypes are poorly defined during atherogenesis. The scavenger receptor CD36 mediates ATM crosstalk with other cells, driving chronic inflammation. Here, we conducted single-cell RNA sequencing on major WAT ATM subpopulations using a diet-induced atherosclerosis mouse model (Apoe-null).
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Project description:The multi-ligand Receptor for AGE (RAGE) contributes to atherosclerosis in apolipoprotein (ApoE) null mice in both the non-diabetic and diabetic states. Previous studies using soluble RAGE, the extracellular ligand-binding domain of RAGE, or homozygous RAGE null mice showed that blockade or deletion of RAGE resulted in marked reduction in atherosclerotic lesion area and complexity compared to control animals. In parallel, significant down-regulation of inflammatory mediators and matrix metalloproteinases was evident in ApoE null mice aortas devoid of RAGE compared to those of ApoE null RAGE-expressing mice. Although these findings suggested that RAGE triggered pro-atherogenic mechanisms via regulation of inflammatory gene expression, these studies did not reveal the broader pathways by which RAGE contributed to atherosclerosis in ApoE null mice. Therefore, we performed Affymetrix gene expression arrays on aortas of non-diabetic and diabetic ApoE null mice expressing RAGE or devoid of RAGE at nine weeks of age, as this reflected a time point at which frank atherosclerotic lesions were not yet present, but, that we would be able to identify the genes likely involved in diabetes- and RAGE-dependent atherogenesis. The comparisons were as follows: 1. diabetic ApoE null relative to non-diabetic ApoE null; 2. non-diabetic ApoE null / RAGE null relative to non-diabetic ApoE null; 3. diabetic ApoE null / RAGE null relative to non-diabetic ApoE null / RAGE null; and 4. diabetic ApoE null / RAGE null relative to diabetic ApoE null aorta. Our data reveal that there is very little overlap of the genes which are differentially expressed both in the onset of diabetes in ApoE null mice, and in the effect of RAGE deletion in diabetic ApoE null mice. We next performed a Pathway-Express analysis to determine the pathways that were most associated with the onset of diabetes in ApoE null mice and the effect of RAGE gene deletion in diabetic ApoE null mice. Rigorous statistical analysis was undertaken and revealed that the transforming growth factor-β pathway (tgf-β) and focal adhesion pathways might be expected to play a significant role in both the mechanism by which diabetes facilitates the formation of atherosclerotic plaques in ApoE null mice, and the mechanism by which deletion of RAGE ameliorates this effect. We focused on three genes of the tgf-β family which were found to be up-regulated in diabetic vs. non-diabetic ApoE null aorta, and which were reduced by deletion of RAGE. These included: thrombospondin1 (Thbs1), transforming growth factor-β2 (tgf-β2) and rho-associated kinase (ROCK1). Real-time quantitative polymerase chain reaction and Western blotting experiments were performed, as well as ROCK1 activity assays in mouse aorta, and validated the findings of the Affymetrix gene array. Further, confocal microscopy revealed that a principal cell type in the ApoE null aorta expressing these factors was the vascular smooth muscle cell. Our data suggest the novel finding that the observed reduction of accelerated atherosclerosis in diabetic ApoE null / RAGE null vs. diabetic ApoE null mice occurs, all or in part, through the ROCK1 branch of the TGF-β pathway. We have inferred a detailed mechanism for this process. Taken together, these data suggest that suppression of ROCK1 activity in the atherosclerosis-vulnerable vessel wall, especially in diabetes, but in non-diabetes as well, may underlie the beneficial effects of RAGE antagonism and genetic deletion in murine models. These findings highlight logical and novel targets for therapeutic intervention in cardiovascular disease and diabetes.
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Project description:The multi-ligand Receptor for AGE (RAGE) contributes to atherosclerosis in apolipoprotein (ApoE) null mice in both the non-diabetic and diabetic states. Previous studies using soluble RAGE, the extracellular ligand-binding domain of RAGE, or homozygous RAGE null mice showed that blockade or deletion of RAGE resulted in marked reduction in atherosclerotic lesion area and complexity compared to control animals. In parallel, significant down-regulation of inflammatory mediators and matrix metalloproteinases was evident in ApoE null mice aortas devoid of RAGE compared to those of ApoE null RAGE-expressing mice. Although these findings suggested that RAGE triggered pro-atherogenic mechanisms via regulation of inflammatory gene expression, these studies did not reveal the broader pathways by which RAGE contributed to atherosclerosis in ApoE null mice. Therefore, we performed Affymetrix gene expression arrays on aortas of non-diabetic and diabetic ApoE null mice expressing RAGE or devoid of RAGE at nine weeks of age, as this reflected a time point at which frank atherosclerotic lesions were not yet present, but, that we would be able to identify the genes likely involved in diabetes- and RAGE-dependent atherogenesis. The comparisons were as follows: 1. diabetic ApoE null relative to non-diabetic ApoE null; 2. non-diabetic ApoE null / RAGE null relative to non-diabetic ApoE null; 3. diabetic ApoE null / RAGE null relative to non-diabetic ApoE null / RAGE null; and 4. diabetic ApoE null / RAGE null relative to diabetic ApoE null aorta. Our data reveal that there is very little overlap of the genes which are differentially expressed both in the onset of diabetes in ApoE null mice, and in the effect of RAGE deletion in diabetic ApoE null mice. We next performed a Pathway-Express analysis to determine the pathways that were most associated with the onset of diabetes in ApoE null mice and the effect of RAGE gene deletion in diabetic ApoE null mice. Rigorous statistical analysis was undertaken and revealed that the transforming growth factor-beta pathway (tgf-beta) and focal adhesion pathways might be expected to play a significant role in both the mechanism by which diabetes facilitates the formation of atherosclerotic plaques in ApoE null mice, and the mechanism by which deletion of RAGE ameliorates this effect. We focused on three genes of the tgf-betafamily which were found to be up-regulated in diabetic vs. non-diabetic ApoE null aorta, and which were reduced by deletion of RAGE. These included: thrombospondin1 (Thbs1), transforming growth factor-beta (tgf-beta) and rho-associated kinase (ROCK1). Real-time quantitative polymerase chain reaction and Western blotting experiments were performed, as well as ROCK1 activity assays in mouse aorta, and validated the findings of the Affymetrix gene array. Further, confocal microscopy revealed that a principal cell type in the ApoE null aorta expressing these factors was the vascular smooth muscle cell. Our data suggest the novel finding that the observed reduction of accelerated atherosclerosis in diabetic ApoE null / RAGE null vs. diabetic ApoE null mice occurs, all or in part, through the ROCK1 branch of the TGF-betapathway. We have inferred a detailed mechanism for this process. Taken together, these data suggest that suppression of ROCK1 activity in the atherosclerosis-vulnerable vessel wall, especially in diabetes, but in non-diabetes as well, may underlie the beneficial effects of RAGE antagonism and genetic deletion in murine models. These findings highlight logical and novel targets for therapeutic intervention in cardiovascular disease and diabetes. 1. diabetic ApoE null relative to non-diabetic ApoE null; 2. non-diabetic ApoE null / RAGE null relative to non-diabetic ApoE null; 3. diabetic ApoE null / RAGE null relative to non-diabetic ApoE null / RAGE null; and 4. diabetic ApoE null / RAGE null relative to diabetic ApoE null aorta. There were 4 mice in each group initially. However there are only 3 non-diabetic ApoE null / RAGE null mice in the final experimental sample in group 3 due to a failure to generate cRNA from that sample. All samples were normalized to remove chip-dependent regularities using the RMA method. Chips and controls at each combination of genotype and disease sate were normalized together. The statistical significance of differential expression was calculated using the empirical Bayesian LIMMA (LInear Model for MicroArrays) method A cut-off B>0 was used for the statistical significance of gene expression.
2010-03-07 | E-GEOD-15729 | biostudies-arrayexpress
Project description:The epididymal adipose tissue (eWAT) samples from wild type mice fed high-fat diet for 12 weeks (H_WT_E) and Mdm2 adipocyte-specific knock-in mice fed high-fat diet for 12 weeks (H_KI_E) were mixed separately, and subjected to proteomic study by Label-free quantitative techniques and mass spectrometry-based proteomics techniques, etc. The proteomics of mixed eWAT samples were performed in Jingjie PTM BioLab (Hangzhou) Co. Ltd (www.ptm-biolab.com.cn). The difference was determined by 1.5-fold-change criterion, FDR < 0.01.
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Project description:VSMC-specific MT1-MMP gene targeting in APOE-null mice promotes atherosclerosis and iliac artery aneurysm formation. To determine the MT1-MMP-dependent regulation of VSMC function, whole-genome transcriptomes of wild-type and MT1-MMP-null APOE-null VSMCs were determined. We used microarray-based transcriptome analysis to detect MT1-MMP-dependent regulation of VSMC function under atherogenic conditions.
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Project description:The epididymal adipose tissue (eWAT) samples from wild type mice fed high-fat diet for 12 weeks (H_WT_E) and Mdm2 adipocyte-specific knock-in mice fed high-fat diet for 12 weeks (H_KI_E) were mixed separately, and subjected to ubiquitinome study by Label-free quantification and ubiquitination modification enrichment techniques, etc. The proteomics of mixed eWAT samples were performed in Jingjie PTM BioLab (Hangzhou) Co. Ltd (www.ptm-biolab.com.cn). The difference was determined by 1.5-fold-change criterion, FDR < 0.01.
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Project description:The role of TIMP3 in the context of cardiovascular remodeling is relatively unexplored when considering classical risk factors such as hypercholesterolemia, diabetes and hypertension. To learn more the role of TIMP3 in the progression of cardiovascular disease we combined genetics, metabolomics and in vivo phenotypical analysis using the hypercholesterolemic ApoE null mice to generate ApoE-/-Timp3-/- mice, the latter showing increased atherosclerosis, increased mortality and arrhythmias compared to ApoE-/- mice. We have previously described Timp3-/-mice in ( Fiorentino, L., et al., Regulation of TIMP3 in diabetic nephropathy: a role for microRNAs. Acta Diabetol, 2013) . To generate ApoE-/-Timp3-/- knockout animals we crossbred the 2 strains. Offsprings were then backcrossed into ApoE animals for 6 generations to generate a pure lineage. Collectively, metabolite profiles, gene and protein expression consistently suggested a role for TIMP3 to underlie a decreased activation of PPARα/AMPK to dampen fatty acids β-oxidation eventually leading to atherosclerotic plaque composition vulnerability and perturbation of heart metabolism. mRNA profiling in ApoE-/-Timp3-/- mice revealed a TIMP3 effect to regulate Apelin, which we found decreased in the circulation due to its specific downregulation at the myocardial level but not in other well known sites of expression such as the adipose tissue. mRNA sequencing of the heart of ApoE-/-Timp3-/- mice vs ApoE-/- littermates controls.
2015-01-01 | E-GEOD-53548 | biostudies-arrayexpress
Project description:The role of TIMP3 in the context of cardiovascular remodeling is relatively unexplored when considering classical risk factors such as hypercholesterolemia, diabetes and hypertension. To learn more the role of TIMP3 in the progression of cardiovascular disease we combined genetics, metabolomics and in vivo phenotypical analysis using the hypercholesterolemic ApoE null mice to generate ApoE-/-Timp3-/- mice, the latter showing increased atherosclerosis, increased mortality and arrhythmias compared to ApoE-/- mice. We have previously described Timp3-/-mice in ( Fiorentino, L., et al., Regulation of TIMP3 in diabetic nephropathy: a role for microRNAs. Acta Diabetol, 2013) . To generate ApoE-/-Timp3-/- knockout animals we crossbred the 2 strains. Offsprings were then backcrossed into ApoE animals for 6 generations to generate a pure lineage. Collectively, metabolite profiles, gene and protein expression consistently suggested a role for TIMP3 to underlie a decreased activation of PPARα/AMPK to dampen fatty acids β-oxidation eventually leading to atherosclerotic plaque composition vulnerability and perturbation of heart metabolism. mRNA profiling in ApoE-/-Timp3-/- mice revealed a TIMP3 effect to regulate Apelin, which we found decreased in the circulation due to its specific downregulation at the myocardial level but not in other well known sites of expression such as the adipose tissue.
2015-01-01 | GSE53548 | GEO
Project description:To investigate the alterlation of eWAT gene expression in diet-induced NASH model with adipose tissue insulin resistance, we evaluated eWAT of control mice and adipocyte-specific PDK1 knockout (PDK1KO) mice fed either normal chow(NC) or Gubra amylin NASH (GAN) diet for 16weeks after weaning at 4 weeks old. We then performed gene expression profiling analysis using data obtained from RNA-seq of these 4 groups.
2023-02-11 | GSE224733 | GEO