| Literature DB >> 29910772 |
Jon Merlin1, Masaaki Sato1, Ling Yeong Chia1, Richard Fahey1, Mohsen Pakzad2, Cameron J Nowell1, Roger J Summers1, Tore Bengtsson3, Bronwyn A Evans1, Dana S Hutchinson1,4.
Abstract
The recruitment of brite (or beige) adipocytes has been advocated as a means to combat obesity, due to their ability to phenotypically resemble brown adipocytes (BA). Lineage studies indicate that brite adipocytes are formed by differentiation of precursor cells or by direct conversion of existing white adipocytes, depending on the adipose depot examined. We have systematically compared the gene expression profile and a functional output (oxygen consumption) in mouse adipocytes cultured from two contrasting depots, namely interscapular brown adipose tissue, and inguinal white adipose tissue (iWAT), following treatment with a known browning agent, the peroxisome proliferator-activated receptor (PPARγ) activator rosiglitazone. Prototypical BA readily express uncoupling protein (UCP)1, and upstream regulators including the β3-adrenoceptor and transcription factors involved in energy homeostasis. Adipocytes from inguinal WAT display maximal UCP1 expression and mitochondrial uncoupling only when treated with a combination of the PPARγ activator rosiglitazone and a β3-adrenoceptor agonist. In conclusion, brite adipocytes are fully activated only when a browning agent (rosiglitazone) and a thermogenic agent (β3-adrenoceptor agonist) are added in combination. The presence of rosiglitazone throughout the 7-day culture period partially masks the effects of β3-adrenoceptor signaling in inguinal white adipocyte cultures, whereas including rosiglitazone only for the first 3 days promotes robust β3-adrenoceptor expression and provides an improved window for detection of β3-adrenoceptor responses.Entities:
Keywords: CL316243; adipocyte; adrenoceptor; beta adrenergic receptors; rosiglitazone; seahorse xf96 analysis; uncoupling protein 1
Year: 2018 PMID: 29910772 PMCID: PMC5992408 DOI: 10.3389/fendo.2018.00249
Source DB: PubMed Journal: Front Endocrinol (Lausanne) ISSN: 1664-2392 Impact factor: 5.555
Figure 5Effect of different lengths of time of rosiglitazone on gene expression in white and brown adipocytes (BA). Control or rosiglitazone [1 µM, 3 days (3d), or 7 days (7d)] treated brown or inguinal white adipocytes (iWA) were treated with 1 µM CL316243 (24 h) prior to measurement of several genes, including Ucp1 (A,B), Fabp4 (C,D), Adrb3 (E,F), Fabp3 (G,H), or Cpt1b (I,J). Data represent mean ± SEM of 6 (BA) or 7–8 (iWA) independent experiments, performed in duplicate, relative to β-actin (Actb) expression. *P < 0.05, **P < 0.01, ***P < 0.001 indicate statistical significance between all treatments and the control cultures. #P < 0.05, ##P < 0.01, ###P < 0.001 indicate statistical significance between all treatments and the Rosi (3d) treated cultures. ∞P < 0.05, ∞∞P < 0.01, ∞∞∞P < 0.001 between all treatments and the Rosi (7 days) treated cultures. Data analyzed by Tukey’s multiple comparisons of one-way ANOVA performed on the ΔCt values, which are normally distributed. One sample (iWA treated with rosiglitazone for 3 days) was excluded from all analysis due to poor integrity of its RNA. A single measurement of Adrb3 for iWA treated with CL316243, and of Fabp4 for BA treated with Rosi 7 days, was excluded from the analysis due to failure of the qPCR reaction.
Categorization of genes assessed by the StellARray custom array system.
| Gene-associated category | Genes |
|---|---|
| Signaling | |
| Kinases | |
| Phosphatases | |
| G Protein-related | |
| Regulatory binding proteins | |
| Apoptosis, stress response | |
| Cell cycle regulation | |
| Cytoskeletal constituents and reorganization | |
| Proteolysis, ubiquitination | |
| Transcription factors, transcriptional regulators | |
| Enzymes | |
| Hormones, growth factors, cytokines | |
| Mitochondrial function | |
| Ion channels, transmembrane transporters | |
| Extracellular matrix, cell adhesion | |
| Additional genes in array with negligible adipocyte expression | |
Figure 6Comparison analysis [ingenuity pathway analysis (IPA)] of transcriptional regulators governing gene expression in rosiglitazone-treated adipocytes and 2-day cold-exposed mice. IPA software was used to determine upstream regulators consistent with observed patterns of target gene up- or down-regulation in adipocyte cultures treated with rosiglitazone relative to vehicle-treated control cultures (A). Transcriptional regulators are ranked according to the sum of activation z-scores across brown adipocyte and inguinal white adipocytes (iWA) cultures, irrespective of positive or negative direction. Z-scores ≥|2| describe statistically significant matches between known regulators and observed patterns of up- and down-regulated genes, and also predict the activation state of each putative regulator (activated shown in orange, inhibited shown in blue) (25). As an example, the top transcriptional regulators in rosiglitazone-treated iWAs are PGC-1α (z = + 4.88, P value = 1.83E-46), PPARγ (z = + 4.35, P value = 5.89E-44), and PPARα (z = + 3.38, P value = 1.19E-32). These are predicted to be activated based on z-score, and are themselves upregulated in the treated cultures (83-, 3-, and 77-fold, respectively). P values (Fisher’s Exact Test) describe the significance of overlap between the observed differentially expressed genes and all genes associated with a particular upstream regulator in the Ingenuity database, curated from published literature. As an additional comparison, we re-analyzed literature-derived RNA sequencing data for adipose depots from cold-exposed mice (26) (B). 8-week-old mice were housed at 28–30°C for 8 days, then one group maintained at thermoneutrality and a second group housed at 4°C for 2 days. Fold-change values were calculated for all genes expressed in iWAT and brown adipose tissue (BAT) of mice at 4°C compared to control mice at 28–30°C. These fold changes were analyzed using IPA and upstream regulators compared by z-score between BAT and iWAT. (C) Shows the predicted upstream regulators across the entire set of 171 genes found to be expressed in adipocyte cultures, ranked by log(P-value of overlap), demonstrating that the dataset is not biased toward the regulators predicted to govern differential expression in adipocyte cultures.
Figure 1Rosiglitazone treatment increases expression of genes associated with thermogenesis in white adipocyte cultures. 7-day 1 µM rosiglitazone treatment (7-day Rosi) of brown (BA), or inguinal white adipocyte (iWA) cultures derived from the stromal vascular fraction, increased the expression of a range of transcriptional regulators (A), adipocyte function genes (B), genes involved in the uptake and handling of glucose (C), and genes involved in adipocyte energy production (D). Data represent mean ± SEM of three independent experiments, performed in duplicate, relative to β-actin expression. *P < 0.05, **P < 0.01, ***P < 0.001 indicate statistical significance (unpaired Student’s t-test) between rosiglitazone-treated and control cultures.
Comparison of gene expression in interscapular brown (BA) and inguinal white adipocytes (iWA) cultured for 7 days in the presence or absence of rosiglitazone (Rosi, 1 µM, 7 days), and in freshly isolated brown adipose tissue (BAT) and iWAT from mice housed at 22°C.
| Gene | Cultured BA (control) | Cultured BA (+Rosiglitazone) | Interscapular BAT |
|---|---|---|---|
| Acot11 | 1.58 ± 0.34 | 2.58 ± 1.24 | 396 ± 65.6 |
| Cpt1b | 49.7 ± 39.9 | 317 ± 64.5 | 607 ± 97.3 |
| Fabp3 | 6.94 ± 6.12 | 527 ± 272 | 123 ± 32.7 |
| Fabp4 | 11,223 ± 4,563 | 36,435 ± 10,226 | 10,179 ± 2,555 |
| Sirt3 | 17.1 ± 9.85 | 59.1 ± 13.4 | 79.3 ± 17.2 |
| Ucp1 | 2.62 ± 0.57 | 982 ± 375 | 10,344 ± 3,271 |
| Prdm16 | 2.34 ± 1.35 | 2.17 ± 0.66 | 11.3 ± 1.49 |
| Ppargc1a | 6.87 ± 4.09 | 33.6 ± 10.6 | 22.3 ± 1.25 |
| Pck1 | 26.2 ± 22.3 | 63.1 ± 34.8 | 1,115 ± 168 |
| Pdk4 | 96.3 ± 84.9 | 521 ± 284 | 819 ± 157 |
| Sirt1 | 8.42 ± 3.83 | 8.29 ± 1.15 | 9.06 ± 1.02 |
| Adrb3 | 3.38 ± 1.49 | 4.23 ± 0.99 | 4.19 ± 1.24 |
| Acot11 | 0.21 ± 0.06 | 0.91 ± 0.08 | 12.8 ± 0.78 |
| Cpt1b | 0.76 ± 0.21 | 346 ± 80.9 | 104 ± 13.9 |
| Fabp3 | 0.19 ± 0.03 | 169 ± 79.7 | 63 ± 14 |
| Fabp4 | 4070 ± 1211 | 34890 ± 3021 | 12,144 ± 2,412 |
| Sirt3 | 2.99 ± 0.71 | 47.3 ± 12 | 18.1 ± 2.36 |
| Ucp1 | 0.04 ± 0.03 | 45.9 ± 13.4 | 1,775 ± 361 |
| Prdm16 | 0.33 ± 0.04 | 1.35 ± 0.24 | 2.63 ± 0.41 |
| Ppargc1a | 0.47 ± 0.06 | 39.2 ± 12.8 | 7.74 ± 2.3 |
| Pck1 | 0.26 ± 0.12 | 17.3 ± 2.71 | 419 ± 43.2 |
| Pdk4 | 5.52 ± 0.59 | 326 ± 88 | 139 ± 23.8 |
| Sirt1 | 4.69 ± 0.15 | 8.04 ± 1.16 | 4.65 ± 0.59 |
| Adrb3 | 0.49 ± 0.26 | 3.32 ± 1.01 | 3.04 ± 0.17 |
.
Figure 2Molecular and cellular functions of genes differentially expressed in control or rosiglitazone-treated adipocytes. Ingenuity Pathway Analysis (IPA) software was used to compare downstream functions consistent with observed patterns of target gene up- or down-regulation in adipocyte cultures treated with rosiglitazone relative to vehicle (A). Functions are ranked according to the sum of activation z-scores across brown adipocyte (BA) and inguinal white adipocytes (iWA) cultures, irrespective of positive or negative direction. Z-scores ≥|2| describe statistically significant matches between known functions and observed patterns of gene regulation, and also whether functions are predicted to be up- or down-regulated downstream of the observed changes (activated shown in orange, inhibited shown in blue) (25). Network of genes upregulated in iWAT that contribute to key non-redundant cellular functions (oxidation of fatty acid, concentration of ATP and energy homeostasis) (B). Differentially expressed genes identified by IPA that contribute to synthesis of reactive oxygen species (ROS) in iWA (C) and BA (D). In both panels, coloring of genes red or pink denotes upregulation and green denotes downregulation. In panel (C), blue lines signify genes showing a change in expression consistent with reduced ROS synthesis, while yellow lines signify genes that are not consistent with this function. The z-score for iWA is −2.2, below the significance threshold of |2|, whereas that for BA is +0.27 and not significant. iWA cultures treated with rosiglitazone display fourfold increases in expression of the key anti-oxidant genes Sod1 and Sod2 relative to control cultures.
Figure 3Effect of combined rosiglitazone and β-adrenoceptor agonist treatment on uncoupling protein 1 (UCP1) mRNA and protein content. (A) Representative images obtained using a UCP-1 antibody (green) in brown (BA) and inguinal white adipocytes (iWA) following rosiglitazone (1 µM, 7 days) treatment in the presence/absence of norepinephrine (NE, 1 µM, 24 h) or CL316243 (CL, 1 µM, 24 h). Nuclei are stained blue by DAPI staining. (B) Expression of UCP1 mRNA in BA and iWA following rosiglitazone (1 µM, 7 days) treatment in the presence/absence of norepinephrine (NE, 1 µM, 24 h) or CL316243 (CL, 1 µM, 24 h). Values from each rosiglitazone-treated BA experiment were expressed relative to their normalized value, and levels in all other cells/treatments expressed relative to this value, expressed as mean ± SEM from 3 to 5 independent experiments performed in duplicate. *P < 0.05, **P < 0.01, ***P < 0.001 indicate statistical significance from control (unpaired one-way ANOVA, Tukey’s multiple comparisons post-test). (C) Quantification of proportion of UCP-1-positive cells in (A). Data represent mean ± SEM of 5–6 independent experiments. Data are confined between 0 and 100% and are, therefore, non-parametrically distributed. *P < 0.05, **P < 0.01, ***P < 0.001 indicate statistical significance from control cells, #P < 0.05, ##P < 0.01 indicate statistical significance from respective adrenergic control (multiple comparisons Kruskal–Wallis test, one-way ANOVA).
Figure 4Effect of combined rosiglitazone and β-adrenoceptor agonist treatment on oligomycin-insensitive oxygen consumption in inguinal white adipocytes (iWA). Control or rosiglitazone (1 µM, 7 days) treated iWA were treated with (A,C) 1 µM norepinephrine (NE; 2 or 24 h) or (B,D) 1 µM CL316243 (CL; 2 or 24 h) prior to measurement of oxygen consumption rates (OCR). Cells were treated in the Seahorse XF96 with the ATP-synthase inhibitor oligomycin (5 µM) or a combination of the mitochondrial inhibitors 0.1 µM rotenone (Rote) and 1 µM antimycin A (Anti A). Data are mean ± SEM of 12–38 independent experiments performed in duplicate. Data in (A,B) are representative traces of two experiments performed in duplicate. Arrows indicate the addition of oligomycin (5 µM) or the combination of rotenone (0.1 µM) and antimycin A (1 µM), with basal OCR set to 100% before the addition of oligomycin at rate 6 to account for variations in the raw data between adipocyte cultures made on different days. (E,F) The relative changes in OCR between oligomycin (defining OCR due to ATP synthase) and rotenone/antimycin A (defining OCR due to non-mitochondrial sources) are expressed as % OCR due to proton leak [calculated from the results presented in (C,D) indicated with the dotted arrows]. Data are non-parametrically distributed and, therefore, statistically analyzed by non-parametrically analysis. *P < 0.05, **P < 0.01, ***P < 0.001 indicate statistical significance from control cells, #P < 0.05 indicates statistical significance from rosiglitazone-treated cells, αP < 0.05 indicates statistical significance from adrenergic treatment alone (multiple comparisons Kruskal–Wallis test, one-way ANOVA).