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      Insights into the neurochemical signature of the Innervation of Beige Fat

      research-article
      1 , 2 , 3 , 4 , 5 , 1 , 2 , 1 , 2 ,
      Molecular Metabolism
      Elsevier
      Beige fat, RNA sequencing, Brown adipose tissue, Thermogenesis, αMSH, alpha melanocyte stimulating hormone, BAT, brown adipose tissue, BMI, body mass index, CGRP, Calcitonin gene-related peptide, CT, computed tomography, FDR, false discovery rate, IPA, Ingenuity Pathway Analysis, iBAT, interscapular brown adipose tissue, iWAT, inguinal white adipose tissue, PCA, principal component analysis, PET, positron emission tomography, POMC, Pro-opiomelanocortin, RNA-Seq, RNA Sequencing, SCG, Superior cervical ganglion, TH, tyrosine hydroxylase, UCP1, Uncoupling Protein 1, WAT, white adipose tissue

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          Abstract

          Objective

          The potential for brown adipose tissue (BAT) to be targeted as a therapeutic option to combat obesity has been heightened by the discovery of a brown–like form of inducible “beige” adipose tissue in white fat which has overlapping structural and functional properties to “classical” BAT. The likelihood that both beige and brown fat are recruited functionally by neural mechanisms, taken together with the lack of a detailed understanding of the nature of changes in the nervous system when white adipose tissue (WAT) is transformed to brown, provides the impetus for this study. Here, we aim to identify whether there is a shift in the gene expression profile in neurons directly innervating inguinal white adipose tissue (iWAT) that has undergone “beiging” to a signature that is more similar to neurons projecting to BAT.

          Methods

          Two groups of rats, one housed at thermoneutrality (27 °C) and the other exposed to cold (8 °C) for 7 days, were killed, and their T13/L1 ganglia, stellate ganglion (T1/T2), or superior cervical ganglion (SCG, C2/3) removed. This approach yielded ganglia containing neurons that innervate either beiged white fat (8 °C for 7 days), inguinal WAT (27 °C for 7 days), BAT (both 27 °C and 8 °C for 7 days) or non-WAT (8 °C for 7 days), the latter included to isolate changes in gene expression that were more aligned with a response to cold exposure than the transformation of white to beige adipocytes. Bioinformatics analyses of RNA sequencing data was performed followed by Ingenuity Pathway Analysis (IPA) to determine differential gene expression and recruitment of biosynthetic pathways.

          Results

          When iWAT is “beiged” there is a significant shift in the gene expression profile of neurons in sympathetic ganglia (T13/L1) innervating this depot toward a gene neurochemical signature that is similar to the stellate ganglion projecting to BAT. Bioinformatics analyses of “beiging” related genes revealed upregulation of genes encoding neuropeptides proopiomelanocortin (POMC) and calcitonin-gene related peptide (CGRP) within ganglionic neurons. Treatment of differentiated 3T3L1 adipocytes with αMSH, one of the products cleaved from POMC, results in an elevation in lipolysis and the beiging of these cells as indicated by changes in gene expression markers of browning ( Ucp1 and Ppargc1a).

          Conclusion

          These data indicate that, coincident with beiging, there is a shift toward a “brown-like” neurochemical signature of postganglionic neurons projecting to inguinal white fat, an increased expression of POMC, and, consistent with a causative role for this prohormone in beiging, an αMSH-mediated increase in beige gene markers in isolated adipocytes.

          Graphical abstract

          Highlights

          • RNA Seq showed shifts in neuronal gene expression following browning of white fat.

          • Gene expression in ganglia projecting to white fat became brown-like with beiging.

          • Bioinformatics analyses revealed neuronal gene candidates associated with beiging.

          • Prominent gene candidates associated with beiging included POMC and CGRP.

          • POMC cleavage product α-MSH caused beiging of cultured fat cells.

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          Most cited references37

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          Group 2 innate lymphoid cells promote beiging of white adipose tissue and limit obesity.

          Obesity is an increasingly prevalent disease regulated by genetic and environmental factors. Emerging studies indicate that immune cells, including monocytes, granulocytes and lymphocytes, regulate metabolic homeostasis and are dysregulated in obesity. Group 2 innate lymphoid cells (ILC2s) can regulate adaptive immunity and eosinophil and alternatively activated macrophage responses, and were recently identified in murine white adipose tissue (WAT) where they may act to limit the development of obesity. However, ILC2s have not been identified in human adipose tissue, and the mechanisms by which ILC2s regulate metabolic homeostasis remain unknown. Here we identify ILC2s in human WAT and demonstrate that decreased ILC2 responses in WAT are a conserved characteristic of obesity in humans and mice. Interleukin (IL)-33 was found to be critical for the maintenance of ILC2s in WAT and in limiting adiposity in mice by increasing caloric expenditure. This was associated with recruitment of uncoupling protein 1 (UCP1)(+) beige adipocytes in WAT, a process known as beiging or browning that regulates caloric expenditure. IL-33-induced beiging was dependent on ILC2s, and IL-33 treatment or transfer of IL-33-elicited ILC2s was sufficient to drive beiging independently of the adaptive immune system, eosinophils or IL-4 receptor signalling. We found that ILC2s produce methionine-enkephalin peptides that can act directly on adipocytes to upregulate Ucp1 expression in vitro and that promote beiging in vivo. Collectively, these studies indicate that, in addition to responding to infection or tissue damage, ILC2s can regulate adipose function and metabolic homeostasis in part via production of enkephalin peptides that elicit beiging.
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            Anatomical Localization, Gene Expression Profiling, and Functional Characterization of Adult Human Neck Brown Fat

            The imbalance between energy intake and expenditure is the underlying cause of the current obesity and diabetes pandemics. Central to these pathologies is the fat depot: white adipose tissue (WAT) stores excess calories, and brown adipose tissue (BAT) consumes fuel for thermogenesis using tissue-specific uncoupling protein 1 (UCP1) 1, 2 . BAT was once thought to have a functional role only in rodents and human infants, but it has been recently shown that in response to mild cold exposure, adult human BAT consumes more glucose per gram than any other tissue 3 . In addition to this non-shivering thermogenesis, human BAT may also combat weight gain by becoming more active in the setting of increased whole-body energy intake 4-7 . This phenomenon of BAT-mediated diet-induced thermogenesis has been observed in rodents 8 and suggests that human BAT could be utilized as a safe treatment for obesity and metabolic dysregulation 9 . In this study, we isolated anatomically defined neck fat from adult human volunteers and compared its gene expression, differentiation capacity, and basal oxygen consumption to different mouse adipose depots. While the properties of human neck fat vary substantially, some human samples share many similarities with classical/constitutive rodent BAT. Initial examinations of the principal human neck fat depots revealed brown adipocytes with classic multilocular adipocytes, numerous mitochondria, and a rich investment with capillaries and sympathetic neurons 10 as well as higher expression of UCP1 10,11 . Critical molecular and functional studies are lacking, however, because the human brown adipocytes are distributed heterogeneously, and their precise sites are unknown. To gain a specific description of where BAT is located and its gene expression and functional profiles, we resected adipose tissue from the necks of 31 individuals undergoing surgery (Supplementary Tables 1 and 2 and Supplementary Methods online). Samples were collected from up to five different depots (Fig. 1a), from superficial to most deep: subcutaneous, subplatysmal, carotid sheath, longus colli, and prevertebral. Superficial and deeper fat had the classical histological (Fig. 1b) and ultrastructural (Supplementary Fig. 1a–d) features of rodent white and brown fat, respectively 12 . The microanatomical distinctions persisted at the level of gene expression. Non-parametric ANOVA demonstrated a significant difference among the depots for expression of WAT-associated leptin gene (LEP), which was more enriched in superficial fat (P = 0.002) (Fig. 1c and Supplementary Table 3). The opposite was seen with UCP1 gene expression (P = 0.002). Specifically, in two of the deeper fat depots, carotid sheath and longus colli, UCP1 expression was 12- to 72-fold higher than the two superficial depots, subcutaneous and subplatysmal (P = 0.03 or lower for all four pair-wise comparisons). The PV site also had more UCP1 than that of subcutaneous fat (P = 0.006). Therefore, although there was great variability among adult human neck fat in terms of UCP1 expression, we consistently found BAT to be most abundant near the carotid sheath and longus colli muscles. These deep locations may have functional significance: the longus colli depot is adjacent to the sympathetic chain, which mediates the rapid neuronal response to cold 13 , and the carotid sheath BAT envelops the carotid arteries, permitting effective heating of the cerebral vasculature 14 . Having established the anatomical location of human neck BAT, we determined its likely developmental lineage. It has recently been shown with mouse tissue that brown adipocytes are not all the same. The large and constitutively present interscapular BAT derives from a lineage common to skeletal muscle and is termed classical/constitutive BAT 15-17 , while other brown adipocytes can be induced to grow within predominantly white depots and have been termed brite/beige/inducible BAT 16-19 . In order to provide more than one perspective on the relationship between lineage marker genes and human neck fat, we used three different, complementary approaches: (a) paired comparisons between the subcutaneous and deep fat in each person to give a basic description of which genes are found in which sites; (b) cluster analysis to view how the gene expression patterns relate to each other; and (c) factor analysis to identify a potential underlying framework that accounts for the correlations seen among the genes’ expression patterns. From 13 pairs of superficial and deep human neck adipose tissue, expression levels of 12 mouse marker genes were compared. In the subcutaneous depots, LEP (P = 0.001) and HOXC9 (P = 0.03), both markers of WAT 1, 15 , were higher, while in the deeper depots, UCP1 (P = 0.001) and the classical/constitutive-associated markers ZIC1 15, 18, 20-22 (P = 0.002) and LHX8 15, 18, 20-22 (P = 0.02) were significantly elevated (Fig. 2a, Supplementary Fig. 2, and Supplementary Table 4). Cluster analysis (Fig. 2b) reinforced this patterning and showed that there were three distinct groups of marker genes in human neck fat: one that is down-regulated in deeper depots (SHOX2, LEP, HOXC9); one that is not changed (TNFRSF9 – also known as CD137, TMEM26, TBX1, MPZL2 – also known as EVA1, EBF3, FBXO31); and one that is up-regulated (UCP1, ZIC1, LHX8). Factor analysis (Table 1) provided a similar categorization, with some slight differences. In this case, the best markers for the groupings were MPZL2, HOXC9, EBF3, FBXO31, and LEP (“white” component); TNFRSF9, TMEM26, and SHOX2 (“brite/beige” component); and UCP1, LHX8, and ZIC1 (“brown” component). The three complementary marker analyses indicate that deep human neck brown adipocytes most closely resemble cells from the classical/constitutive BAT lineage in the mouse. This designation is supported by anatomical studies showing this depot is found in human infants and persists even into the eighth decade of life 23 . Functionally, this may also indicate that human neck BAT may have the same capacity for high rates of energy expenditure seen in rodent interscapular BAT 24 . Of note, these results represent the combined signal from whole tissue biopsies and not individual cells. Given the mixed composition of human BAT 5-7, 10, 19, 25 , our findings are also consistent with the presence of some brite/beige adipocytes in the neck depot, since beige marker TNFRSF9 18 showed a nonsignificant, two-fold enrichment in the deeper tissue and clustered the closest to UCP1 after brown markers ZIC1 and LHX8. That some genes previously designated as markers of a brown lineage in mice (EBF3, MPZL2, FBXO31) 19 were not higher in the deeper human neck depots or associated closely with UCP1 reflect the possibility that adipose tissue actually comprises multiple mini-organs both in the mouse 22 and human 26 , with distinct developmental and functional characteristics. A clear definition of what these cell types are, their origins, and their gene signatures is still a work in progress. To determine if adult human neck BAT also has a functional profile similar to classical/constitutive rodent BAT, we compared the expression of genes associated with rodent WAT and BAT differentiation, function, and thermogenesis 18, 20, 27, 28 . From five mice, levels were measured in five different depots: interscapular BAT (iBAT), inguinal subcutaneous WAT, perigonadal WAT, mesenteric WAT, and perirenal WAT. These five depots were analyzed together with the deep neck fat from three individuals with high UCP1 expression and hence likely to be most purely BAT. The associated WAT from the individuals’ subcutaneous neck depots was used as a comparator. Human BAT had an expression pattern that was very similar to mouse iBAT (Fig. 3a and Supplementary Tables 3 and 5), including the high expression of genes involved with mitochondrial biogenesis and thermogenesis (UCP1, PPARGC1A - also known as PGC1α, DIO2) and low levels of NRIP1, also known as RIP140, a nuclear corepressor whose reduction leads to increased oxidative metabolism and mitochondrial biogenesis 29 . Human SQ WAT was strikingly different, more like mouse mesenteric and perigonadal depots. The ability to grow new functional brown adipocytes is likely to be essential for utilizing BAT thermogenesis to treat metabolic dysregulation 30 . We isolated preadipocytes from the stromal vascular fraction of human neck adipose tissue and differentiated them ex vivo over ten days in conditions used to induce brown adipogenesis in mouse preadipocytes 17 . To reproduce the effects of cold-mediated adrenergic stimulation, we treated the differentiated human adipocytes with 500 μM dibutyryl-cAMP. Compared with vehicle control, mature adipocytes derived from SVF of neck adipose tissue responded to dibutyryl-cAMP with significant increases in several BAT genes, including UCP1 (P = 0.04) and PPARGC1A (P = 0.01)(Fig. 3b and Supplementary Table 6). These increases in gene expression demonstrates that as with stromal vascular fraction from supraclavicular sites 31 , the in vitro differentiated cells from neck fat possess the capacity to respond to adrenergic stimulation with expression of genes needed for thermogenesis and are therefore bona fide brown adipocytes. That PRDM16 did not increase as much reflects its role as a cell fate determining factor 20 rather than a mediator of sympathetically-mediated thermogenesis. To compare the energy expenditure of mouse and human fat, we isolated samples of neck fat from four individuals’ superficial and deep depots and compared the unstimulated oxygen consumption rate (OCR) in whole 10 mg sections with mouse iBAT (Fig. 3c). The OCR in mouse iBAT was 874 pmol/min and in the deeper fat next to the longus colli in two individuals was 252 and 354 pmol/min, nearly 50% of mouse iBAT. In contrast, the basal OCR of human subcutaneous WAT was nearly two orders of magnitude lower than both longus colli and mouse iBAT (P = 0.001). In summary, we more precisely define the anatomical regions where adult human BAT can be found in the principal neck fat depots. Adult human neck BAT possesses molecular signatures of classical/constitutive BAT. With further work it should ultimately be distinguishable by a small number of genes that will permit rapid screening of interventions designed to increase BAT mass and energy expenditure. Most notably, functional human BAT can be induced to grow ex vivo from precursor cells present in neck fat depots, and its unstimulated energy expenditure is similar to mouse BAT. Online Methods Human Study Population This study followed institutional guidelines and was approved by the Human Studies Institutional Review Boards of Beth Israel Deaconess Medical Center, Joslin Diabetes Center, and Massachusetts General Hospital. Individuals were identified either by Dr. White prior to anterior cervical spine surgery or by Dr. Hasselgren prior to thyroidectomy, and written informed consented was obtained by other study staff prior to surgery. All people undergoing thyroidectomies had TSH values within the normal range. There were two independent cohorts: for anatomical localization and comparison to mouse adipose tissue depots, neck fat from18 individuals was studied. For lineage tracing, neck fat from13 different people was studied. Healthy volunteers for the MRI imaging were recruited via electronic advertisements. MRI Studies were carried out using a 3.0 Tesla Siemens Allegra MRI System equipped for echo planar imaging with quadrature head coil. The adult human subject lay supine in the scanner with the head immobilized using cushioned supports. Two sets of structural images were collected using a T1-weighted MPRAGE sequence (TR/TE = 2.73/3.19 ms, flip angle = 7°, FOV = 256 × 256 mm; slice thickness = 1.33 mm). Light and Electron Microscopy For light microscopy, we placed freshly resected brown and white fat into 4% PBS-buffered formalin (Sigma), and processed as described 17,32 . Immunohistochemical assays were done with the use of polyclonal goat IgG to UCP1 (Santa Cruz Biotechnology, sc6528) at 1:50 dilution. For light and transmission electron microscopy, fat was fixed in 2.5% glutaraldehyde in 0.1M phosphate buffer, pH 7.4, osmicated, and embedded in plastic (Araldite) then processed as described in the Joslin Advanced Microscopy Core 33 . Gene Expression for Anatomical Localization of Adult Human Neck Fat Freshly resected fat from the neck was placed immediately into RNAlater (Qiagen). We extracted total cellular RNA from tissue using an RNeasy minikit (Qiagen) according to instructions. Quantity and purity were assessed by ultraviolet absorbance at 260 and 280 nm. cDNA was prepared from 6 ng/μL of RNA using the High Capacity cDNA Reverse Transcription kit (Applied Biosystems) according to the manufacturer’s instructions. 6 μL (36 ng) of cDNA was used in a 20 μL PCR using TaqMan® Gene Expression Assays with a FAM dye label for the following genes (Supplementary Tables 3 and 5): uncoupling protein 1 (UCP1), type 2 deiodinase (DIO2), β3-adrenergic receptor (ADRB3), peroxisome proliferator-activated receptor gamma coactivator-1 alpha (PPARGC1A, also known as PGC1α), cell death-inducing DNA fragmentation factor alpha-like effector A (CIDEA), PRD1-BF1-RIZ1 homologous domain containing 16 (PRDM16), receptor-interacting protein 140 (NRIP1, also known as RIP140); fibrillin 1 (FBN1); engrailed 1 (EN1); homeobox A5 (HOXA5); homeobox C9 (HOXC9); and leptin (LEP). Quantitative RT-PCR assays were run in duplicates and quantitated in the ABI Prism 7900 sequence detection system. The values were normalized to the expression of TATA-binding protein (TBP) in each sample, and results were expressed as ratios in arbitrary units. Gene Expression and Cluster Analysis of Markers of Adipocyte Lineage From 13 individuals undergoing routine neck surgery, we resected fat was and prepared cDNA as above using primer sequences for quantitative real-time PCR (Supplementary Table 4). Assays were run in duplicates and quantified in the ABI Prism 7900 sequence detection system using SYBR® Green as previously described 32 for the following genes: tumor necrosis factor receptor superfamily, member 9 (TNFRSF9, also known as CD137); early B-cell factor 3 (EBF3); myelin protein zero-like 2 (MPZL2, also known as EVA1); F-box protein 31 (FBXO31); LIM homeobox 8 (LHX8); short stature homeobox 2 (SHOX2); T-box 1 (TBX1); transmembrane protein 26 (TMEM26); Zic family member 1 (ZIC1). We normalized values to the expression of 18S ribosomal RNA in each sample and expressed results as ratios in arbitrary units. WAT was defined as the subcutaneous fat, and BAT was defined as the sample of deep fat that had the highest expression of UCP1. We clustered genes via pairwise complete-linkage hierarchical clustering according to the city-block distance between rows. The clustering visualization was done using GenePattern 34 . Heat Map for Mouse-Human Comparison All animals were housed and utilized according to the institutional guidelines stipulated by the Joslin Diabetes Center Institutional Animal Care and Usage Committee. We resected mouse fat depots from C57Bl/6 male mice, 12 weeks old (Taconic). Human and mouse RNA was isolated and measured as above. After normalization to TBP, the gene expression levels were log-transformed. We generated the heat map using GenePattern 34 using the relative abundance of each gene across all 31 samples. Ex Vivo Differentiation For isolation of pre-adipocytes, we isolated the stromal vascular fraction (SVF) from (1) superficial fat (pooled subcutaneous and subplatysmal) and (2) fat located in the deeper neck regions (pooled: carotid sheath, longus colli, prevertebral). Freshly resected fat from the neck was collected, minced and subsequently digested using collagenase 1 (2 mg/mL in phosphate-buffered saline with addition of 3.5% bovine serum albumin; Worthington Biochemical Corporation), and the SVF was isolated as previously described 17,35 . SVF cells were plated and grown until 90% confluence in growth medium supplemented with 10% fetal bovine serum in the presence of 5 ng/mL human basic fibroblast growth factor (Sigma-Aldrich), 10 ng/mL human epidermal growth factor, 10 ng/mL platelet-derived growth factor-BB (both from PeproTech), and 10 ng/mL murine leukemia inhibitory factor (EMD Millipore) 17,36 . We seeded cells at 15k cells per 48-well and grew them for two days until confluent. They were then differentiated for ten days in growth medium without growth factors and supplemented with 2% FBS and adipogenic induction cocktail (50 μM indomethacin, 0.5 μM insulin, 33 μM biotin, 17 μM pantothenate, 0.1 μM dexamethasone, 2 nM liothyronine, 540 μM isobutylmethylxanthine). Ten days later, we treated the mature adipocytes with 500 μM dibutyryl-cAMP or vehicle for 4 h, and then isolated RNA as described 32 . Bioenergetics Studies were carried as described previously 37 . We collected adipose tissue samples from individuals during surgery and from C57Bl/6 male mice, 12-14 weeks old. Both sets of tissues were rinsed with unbuffered KHB media containing 111 mM NaCl, 4.7 mM KCl, 2 mM MgSO4, 1.2 mM Na2HPO4, 0.5 mM carnitine, 2.5 mM glucose, and 10 mM sodium pyruvate, cut into pieces (~10 mg), washed extensively, and then each piece placed in a single well of a XF24-well Islet Flux plate (#101174-100; Seahorse Bioscience) and covered with a customized screen that allows for free perfusion while minimizing tissue movement. We added KHB (450 μL) to each well and studied samples in an XF24 extracellular flux analyzer machine using the following protocol: oxygen concentration was measured over time periods of 2 min at 6-min intervals, consisting of a 2-min mixing period and a 4-min waiting period. Basal OCR was measured for each sample in triplicate. Each reported OCR value was an average of five independent pieces per tissue per experiment for mice and 2-3 for individuals. Statistical Analyses We analyzed the data using JMP® Pro 9.0.0 software (SAS Institute, Inc., Cary, NC). All P values presented are two-tailed, and values less than 0.05 were considered to indicate statistical significance. Comparison of the gene expression in different anatomical depots was done using the nonparametric Wilcoxon sign-ranks test. We generated principal components using log-transformed gene expression values via the principal components method with diagonals = 1 and did orthogonal rotation using the Varimax method. Values are factor loadings, the correlation coefficient of the relationship between the components produced and the individual adipose tissue genes. R1, R2, and R3 represent the first, second, and third rotated components extracted. Supplementary Material 1 2
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              A classical brown adipose tissue mRNA signature partly overlaps with brite in the supraclavicular region of adult humans.

              Human brown adipose tissue (BAT) has been detected in adults but was recently suggested to be of brite/beige origin. We collected BAT from the supraclavicular region in 21 patients undergoing surgery for suspected cancer in the neck area and assessed the gene expression of established murine markers for brown, brite/beige, and white adipocytes. We demonstrate that a classical brown expression signature, including upregulation of miR-206, miR-133b, LHX8, and ZIC1 and downregulation of HOXC8 and HOXC9, coexists with an upregulation of two newly established brite/beige markers, TBX1 and TMEM26. A similar mRNA expression profile was observed when comparing isolated human adipocytes from BAT and white adipose tissue (WAT) depots, differentiated in vitro. In conclusion, our data suggest that human BAT might consist of both classical brown and recruitable brite adipocytes, an observation important for future considerations on how to induce human BAT. Copyright © 2013 Elsevier Inc. All rights reserved.
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                Author and article information

                Contributors
                Journal
                Mol Metab
                Mol Metab
                Molecular Metabolism
                Elsevier
                2212-8778
                10 February 2018
                May 2018
                10 February 2018
                : 11
                : 47-58
                Affiliations
                [1 ]Department of Physiology, Monash University, Clayton, Victoria, Australia
                [2 ]Metabolism, Diabetes and Obesity Program, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
                [3 ]Department of Anatomy and Neuroscience, University of Melbourne, Parkville, Victoria, Australia
                [4 ]Monash Bioinformatics Platform, Monash University, Clayton, Victoria, Australia
                [5 ]Department of Physiology, University of Melbourne, Parkville, Victoria, Australia
                Author notes
                []Corresponding author. Department of Physiology, Monash University, Clayton, Australia. brian.oldfield@ 123456monash.edu
                Article
                S2212-8778(17)31053-0
                10.1016/j.molmet.2018.01.024
                6001285
                29510909
                8a20cf49-5db9-4977-869a-817367e4e43a
                © 2018 The Authors

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 26 December 2017
                : 17 January 2018
                : 30 January 2018
                Categories
                Original Article

                beige fat,rna sequencing,brown adipose tissue,thermogenesis,αmsh, alpha melanocyte stimulating hormone,bat, brown adipose tissue,bmi, body mass index,cgrp, calcitonin gene-related peptide,ct, computed tomography,fdr, false discovery rate,ipa, ingenuity pathway analysis,ibat, interscapular brown adipose tissue,iwat, inguinal white adipose tissue,pca, principal component analysis,pet, positron emission tomography,pomc, pro-opiomelanocortin,rna-seq, rna sequencing,scg, superior cervical ganglion,th, tyrosine hydroxylase,ucp1, uncoupling protein 1,wat, white adipose tissue

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