ABSTRACT: The NPL encodes an enzyme that regulates cellular concentrations of sialic acid (N-acetyl-neuraminic acid) by mediating the reversible conversion of sialic acid into N-acetylmannosamine and pyruvate. As functions of NPL gene in obesity and gluco-metabolic phenotypes is not studied, we knocked down NPL in THP1 cells to understand its roles in modulating the human monocyte-macrophage expression network. Transduction of THP1 cells by NPL-specific lentiviral shRNA stably knocked down its expression at baseline monocytes and in the PMA-induced macrophage state. Global transcriptomic analysis by RNA-seq validated the downregulation of NPL, and comparison of NPL knockdown cells with control-shRNA treated cells further identified 1,183 differentially expressed genes (DEGs). Genes downregulated by the NPL knockdown were significantly enriched for cytokine production, while upregulated genes were enriched for extracellular structure organization. We further compared the effect of macrophage conditioned media (MCM) derived from NPL-shRNA and control-shRNA-expressing THP1 macrophages on SGBS adipocytes. Compared to unconditioned media, MCM derived from either of the THP1 cells differentially regulated key genes involved in adipocyte function and IR. The expression of ADIPOQ, peroxisome proliferator activated receptor gamma (PPARG), and glucose transporter-4 (SLC2A4/GLUT4) was downregulated, while expression of LEP was upregulated in SGBS cells treated with MCM starting from day 4 of the in vitro differentiation. However, PPARG was less repressed and LEP was less activated when SGBS adipocytes were treated on day 4 differentiation with MCM from NPL-shRNA-THP1 cells, suggesting knockdown of NPL partially ameliorated macrophage-induced inflammation of adipocytes.
Project description:Here, we have focused on studying the link between metabolic changes driven by the differentiation into mature adipocytes of a human preadipocyte cell line (SGBS) and their regulation, through a combined experimental and computational approach. By collecting data on gene expression, PPARg, CEBPa, LXR and H3K4me3 genome-wide ChIP-seq profles and transcriptome-wide microRNA target identification for miR-27a, miR29a and miR-222, and using constraint-based modeling to estimate metabolic reaction activity, we obtained a comprehensive set of information highlighting how epigenetic, transcriptional and post-transcriptional regulation impacts the metabolic network. Illumina Solexa sequencing: Six samples in total. Two ChIP-seq samples were prepared using an antibody against H3K4me3 active TSS chromatin marker from human SGBS preadipocyte and day 10 differentiated SGBS adipocyte cells. From day 10 differentiated SGBS cells additional three samples were prepared using an antibody against PPARg, CEBPa and LXRa to determine their genome-wide binding. One input control sample is included.
Project description:A major development in obesity research is the recognition that the condition is characterized by chronic mild inflammation. Within adipose tissue, this involves the infiltration of macrophages as well as a direct inflammatory response of adipocytes. This study has used Agilent whole-genome microarrays to examine the effects of macrophage-conditioned medium on the global inflammatory response of human adipocytes. Human adipocytes (SGBS cells), differentiated in culture, were treated with macrophage (U937 cells) conditioned media for 4 or 24 h. Control SGBS cells were treated with unconditioned media (control) or RPMI media alone to control for differences in media used to culture U937 cells. There were 6 replicates per group.
Project description:Here, we have focused on studying the link between metabolic changes driven by the differentiation into mature adipocytes of a human preadipocyte cell line (SGBS) and their regulation, through a combined experimental and computational approach. By collecting data on gene expression, PPARg, CEBPa, LXR and H3K4me3 genome-wide ChIP-seq profles and transcriptome-wide microRNA target identification for miR-27a, miR29a and miR-222, and using constraint-based modeling to estimate metabolic reaction activity, we obtained a comprehensive set of information highlighting how epigenetic, transcriptional and post-transcriptional regulation impacts the metabolic network. Illumina HT12 V3.0 microarrays: LXR ligand activation with 1 microM T0901317 for 4 h in SGBS day 10 differentiated adipocytes (6 samples, treatment vs control, in triplicate) This submission represents transcriptome component of study.
Project description:A major development in the study of obesity is the recognition that the condition is characterised by chronic mild inflammation. Within adipose tissue, this involves the infiltration of macrophages, as well as the direct inflammatory response of the adipocytes and pre-adipocytes. This study has used Agilent whole-genome microarrays to examine the effects of macrophage-conditioned medium on the global inflammatory response of human pre-adipocytes. Human pre-adipocytes (SGBS cells) were treated with macrophage (U937 cells) conditioned medium for 24 h. Control pre-adipocytes were treated with unconditioned medium (control) or RPMI-1640 media alone to control for differences in media used to culture the U937 cells. There were 5 biological replicates per group.
Project description:Human SGBS preadipocytes were differentiated into adipocytes, and human iPSCs were differentiated into hypothalamic neurons. Cells were collected for ATAC-seq at several differentiation stages. The differentiations were performed in one biological replicate, with two technical replicates (different wells of the differentiation that were also processed individually during library preparation). SGBS Day0: Represents the preadipocyte state. SGBS Day2: Represents immature adipocytes. SGBS Day8: Represents early mature adipocytes. SGBS Day16: Represents mature adipocytes. Hypothalamic Day 12: Represents early hypothalamic neurons. Hypothalamic Day 16: Represents mid hypothalamic neurons. Hypothalamic Day 27: Represents mature hypothalamic neurons.
Project description:Human SGBS preadipocytes were differentiated into adipocytes, and human iPSCs were differentiated into hypothalamic neurons. Cells were collected for RNA-seq at several differentiation stages. The differentiations were performed in one biological replicate, with three technical replicates (different wells of the differentiation that were also processed individually during library preparation). SGBS Day0: Represents the preadipocyte state. SGBS Day2: Represents immature adipocytes. SGBS Day8: Represents early mature adipocytes. SGBS Day16: Represents mature adipocytes. Hypothalamic Day 12: Represents early hypothalamic neurons. Hypothalamic Day 16: Represents mid hypothalamic neurons. Hypothalamic Day 27: Represents mature hypothalamic neurons.
Project description:Human SGBS preadipocytes were differentiated into adipocytes, and human iPSCs were differentiated into hypothalamic neurons. Cells were collected for in situ promoter capture Hi-C [PMID: 29988018] at several differentiation stages. The differentiations were performed in one biological replicate, with two technical replicates (different wells of the differentiation that were also processed individually during library preparation). SGBS Day0: Represents the preadipocyte state. SGBS Day2: Represents immature adipocytes. SGBS Day8: Represents early mature adipocytes. SGBS Day16: Represents mature adipocytes. Hypothalamic Day 12: Represents early hypothalamic neurons. Hypothalamic Day 16: Represents mid hypothalamic neurons. Hypothalamic Day 27: Represents mature hypothalamic neurons.
Project description:Omental adipose tissue explants were cultured for 24h in serum-free medium in the presence of vehicle (control medium) or macrophage (LPS) and T-cell (anti-CD3/28) stimulants (active medium). SGBS human preadipocytes were differentiated into adipocytes and then exposed to 25% v/v control or active medium.
Project description:The winged helix protein FOXA2 and the nuclear receptor PPARg are highly conserved, regionally-expressed transcription factors that regulate networks of genes controlling complex metabolic functions. Cistrome analysis for FOXA2 in mouse liver and PPARg in mouse adipocytes has previously produced consensus binding sites that are nearly identical to those used by the factors in human cells. Despite this conservation of the canonical binding motif, we report here that the great majority of specific binding regions for FOXA2 in human liver and for PPARg in human adipocytes are not in the orthologous locations to the mouse genome. Nevertheless, gene-centric analysis reveals strong shared transcription factor occupancy near genes in tissue-specific metabolic pathways that are functionally conserved across species. Genes with only species-specific binding sites fail to show enrichment for these pathways. Thus, the biological functions of transcription factors that control specific metabolic functions are highly shared across species. Two TFs, FOXA2 and PPARg, were studied for genome-wide conservation of binding between mouse and human in specific tissues/cell-types (liver for FOXA2, adipocytes for PPARg). The number of replicates for each TF was chosen to obtain a comparable number of reads between the TFs and species. Human FOXA2 ChIP-seq was performed on two biological replicates of human liver samples, in three technical replicates each. Input DNA was also collected and sequenced from both biological samples. Mouse FOXA2 ChIP-seq was performed on four biological replicates of mouse liver samples. The ChIP and sequencing were repeated on two of these biological replicates to create technical replicates for additional sequence reads. Input DNA was sequenced from three additional mouse livers. Human PPARg ChIP-seq was performed on a human adipocyte cell-line (SGBS) differentiated in two replicate cultures. Input DNA was also collected and sequenced from one culture. Mouse PPARg ChIP-seq was performed on 3T3-L1 cells differentiated into adipocytes in culture in a single replicate, and this sequence data was pooled with existing data previously generated by the same lab, already available in GEO (GSE21314). A standard pool of input DNA sample sequence from multiple mouse tissue was used for analyzing the Mouse PPARg ChIP-seq data.
Project description:We report molecular characterization of human brown and white adipocytes. We showed that PAZ6 and SW872 cells exhibit classical molecular and phenotypic markers of brown and white adipocytes, respectively. However, SGBS cells presented a versatile phenotype of adipocyte Sequencing of three human adipocytes cell lines (SGBS, SW872 and PAZ6) in undifferentiated and differentiated stages.