Diurnal variation of the human adipose transcriptome and the link to metabolic disease
Open accessAbstract
Background: Circadian (diurnal) rhythm is an integral part of the physiology of the body; specifically, sleep, feeding behavior and metabolism are tightly linked to the light-dark cycle dictated by earth's rotation. Methods: The present study examines the effect of diurnal rhythm on gene expression in the subcutaneous adipose tissue of overweight to mildly obese, healthy individuals. In this well-controlled clinical study, adipose biopsies were taken in the morning, afternoon and evening from individuals in three study arms: treatment with the weight loss drug sibutramine/fasted, placebo/fed and placebo/fasted. Results: The results indicated that diurnal rhythm was the most significant driver of gene expression variation in the human adipose tissue, with at least 25% of the genes having had significant changes in their expression levels during the course of the day. The mRNA expression levels of core clock genes at a specific time of day were consistent across multiple subjects on different days in all three arms, indicating robust diurnal regulation irrespective of potential confounding factors. The genes essential for energy metabolism and tissue physiology were part of the diurnal signature. We hypothesize that the diurnal transition of the expression of energy metabolism genes reflects the shift in the adipose tissue from an energy-expending state in the morning to an energy-storing state in the evening. Consistent with this hypothesis, the diurnal transition was delayed by fasting and treatment with sibutramine. Finally, an in silico comparison of the diurnal signature with data from the publicly-available Connectivity Map demonstrated a significant association with transcripts that were repressed by mTOR inhibitors, suggesting a possible link between mTOR signaling, diurnal gene expression and metabolic regulation. Conclusion: Diurnal rhythm plays an important role in the physiology and regulation of energy metabolism in the adipose tissue and should be considered in the selection of novel targets for the treatment of obesity and other metabolic disorders.
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People who skip breakfast display a delayed activation of lipolysis along with an increase in adipose tissue production.
“Previously it has been shown that people who skip breakfast display a delayed activation of lipolysis along with an increase in adipose tissue production [135, 136].”
From International society of sports nutrition position stand: nutrient timing (2017) · cites this paper as [135]
The Discussion (page unavailable) reports that fasting delayed the adipose tissue’s diurnal rhythm, extending its catabolic state into the afternoon. It does not report delayed activation of lipolysis or increased adipose tissue production in people who skip breakfast. (LLM, conf=0.85)
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References 53 · Cited by 124
Research works printed but not linked: 46
- Albrecht U Eichele G The mammalian circadian clock Curr Opin Genet Dev 2003 13 271 7 12787789 10.1016/S0959-437X(03)00055-8 · DOI
- Tu BP Kudlicki A Rowicka M McKnight SL Logic of the yeast metabolic cycle: temporal compartmentalization of cellular processes Science 2005 310 1152 8 16254148 10.1126/science.1120499 · DOI
- Dunlap JC Molecular bases for circadian clocks Cell 1999 96 271 90 9988221 10.1016/S0092-8674(00)80566-8 · DOI · Paper page
- Ptitsyn AA Zvonic S Conrad SA Scott LK Mynatt RL Gimble JM Circadian clocks are resounding in peripheral tissues PLoS Comput Biol 2006 2 e16 16532060 10.1371/journal.pcbi.0020016 PMC1391918 · DOI · Paper page
- Zvonic S Ptitsyn AA Conrad SA Scott LK Floyd ZE Kilroy G Wu X Goh BC Mynatt RL Gimble JM Characterization of peripheral circadian clocks in adipose tissues Diabetes 2006 55 962 70 16567517 10.2337/diabetes.55.04.06.db05-0873 · DOI
- Ando H Yanagihara H Hayashi Y Obi Y Tsuruoka S Takamura T Kaneko S Fujimura A Rhythmic messenger ribonucleic acid expression of clock genes and adipocytokines in mouse visceral adipose tissue Endocrinology 2005 146 5631 6 16166217 10.1210/en.2005-0771 · DOI
- Zvonic S Floyd ZE Mynatt RL Gimble JM Circadian rhythms and the regulation of metabolic tissue function and energy homeostasis Obesity (Silver Spring) 2007 15 539 43 17372301 10.1038/oby.2007.544 PMC5693238 · DOI
- Kalsbeek A Fliers E Romijn JA La Fleur SE Wortel J Bakker O Endert E Buijs RM The suprachiasmatic nucleus generates the diurnal changes in plasma leptin levels Endocrinology 2001 142 2677 85 11356719 10.1210/en.142.6.2677 · DOI
- Reilly DF Westgate EJ FitzGerald GA Peripheral circadian clocks in the vasculature Arterioscler Thromb Vasc Biol 2007 27 1694 705 17541024 10.1161/ATVBAHA.107.144923 · DOI
- Panda S Antoch MP Miller BH Su AI Schook AB Straume M Schultz PG Kay SA Takahashi JS Hogenesch JB Coordinated transcription of key pathways in the mouse by the circadian clock Cell 2002 109 307 20 12015981 10.1016/S0092-8674(02)00722-5 · DOI
- Ptitsyn AA Zvonic S Gimble JM Digital signal processing reveals circadian baseline oscillation in majority of mammalian genes PLoS Comput Biol 2007 3 e120 17571920 10.1371/journal.pcbi.0030120 PMC1892608 · DOI
- Gavrila A Peng CK Chan JL Mietus JE Goldberger AL Mantzoros CS Diurnal and ultradian dynamics of serum adiponectin in healthy men: comparison with leptin, circulating soluble leptin receptor, and cortisol patterns J Clin Endocrinol Metab 2003 88 2838 43 12788897 10.1210/jc.2002-021721 · DOI
- Kreier F Kalsbeek A Sauerwein HP Fliers E Romijn JA Buijs RM "Diabetes of the elderly" and type 2 diabetes in younger patients: possible role of the biological clock Exp Gerontol 2007 42 22 7 17049784 10.1016/j.exger.2006.07.004 · DOI · Paper page
- Morgan L Hampton S Gibbs M Arendt J Circadian aspects of postprandial metabolism Chronobiol Int 2003 20 795 808 14535354 10.1081/CBI-120024218 · DOI
- Turek FW Joshu C Kohsaka A Lin E Ivanova G McDearmon E Laposky A Losee-Olson S Easton A Jensen DR Obesity and metabolic syndrome in circadian Clock mutant mice Science 2005 308 1043 5 15845877 10.1126/science.1108750 PMC3764501 · DOI · Paper page
- Hughes TR Mao M Jones AR Burchard J Marton MJ Shannon KW Lefkowitz SM Ziman M Schelter JM Meyer MR Expression profiling using microarrays fabricated by an ink-jet oligonucleotide synthesizer Nat Biotechnol 2001 19 342 7 11283592 10.1038/86730 · DOI
- Marton MJ DeRisi JL Bennett HA Iyer VR Meyer MR Roberts CJ Stoughton R Burchard J Slade D Dai H Drug target validation and identification of secondary drug target effects using DNA microarrays Nat Med 1998 4 1293 301 9809554 10.1038/3282 · DOI
- van 't Veer LJ Dai H Vijver MJ van de He YD Hart AA Mao M Peterse HL Kooy K van der Marton MJ Witteveen AT Gene expression profiling predicts clinical outcome of breast cancer Nature 2002 415 530 6 11823860 10.1038/415530a · DOI · Paper page
- He YD Dai H Schadt EE Cavet G Edwards SW Stepaniants SB Duenwald S Kleinhanz R Jones AR Shoemaker DD Microarray standard data set and figures of merit for comparing data processing methods and experiment designs Bioinformatics 2003 19 956 65 12761058 10.1093/bioinformatics/btg126 · DOI
- Storey JD Tibshirani R Statistical methods for identifying differentially expressed genes in DNA microarrays Methods Mol Biol 2003 224 149 57 12710672
- Storey JD Tibshirani R Statistical significance for genomewide studies Proc Natl Acad Sci USA 2003 100 9440 5 12883005 10.1073/pnas.1530509100 PMC170937 · DOI · Paper page
- Lamb J Crawford ED Peck D Modell JW Blat IC Wrobel MJ Lerner J Brunet JP Subramanian A Ross KN The Connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease Science 2006 313 1929 35 17008526 10.1126/science.1132939 · DOI · Paper page
- Schefe JH Menk M Reinemund J Effertz K Hobbs RM Pandolfi PP Ruiz P Unger T Funke-Kaiser H A novel signal transduction cascade involving direct physical interaction of the renin/prorenin receptor with the transcription factor promyelocytic zinc finger protein Circ Res 2006 99 1355 66 17082479 10.1161/01.RES.0000251700.00994.0d · DOI
- Ko YG Kang YS Kim EK Park SG Kim S Nucleolar localization of human methionyl-tRNA synthetase and its role in ribosomal RNA synthesis J Cell Biol 2000 149 567 74 10791971 10.1083/jcb.149.3.567 PMC2174846 · DOI
- Maemura K de la Monte SM Chin MT Layne MD Hsieh CM Yet SF Perrella MA Lee ME CLIF, a novel cycle-like factor, regulates the circadian oscillation of plasminogen activator inhibitor-1 gene expression J Biol Chem 2000 275 36847 51 11018023 10.1074/jbc.C000629200 · DOI
- Mayer C Grummt I Ribosome biogenesis and cell growth: mTOR coordinates transcription by all three classes of nuclear RNA polymerases Oncogene 2006 25 6384 91 17041624 10.1038/sj.onc.1209883 · DOI · Paper page
- Um SH Frigerio F Watanabe M Picard F Joaquin M Sticker M Fumagalli S Allegrini PR Kozma SC Auwerx J Absence of S6K1 protects against age- and diet-induced obesity while enhancing insulin sensitivity Nature 2004 431 200 5 15306821 10.1038/nature02866 · DOI · Paper page
- Wullschleger S Loewith R Hall MN TOR signaling in growth and metabolism Cell 2006 124 471 84 16469695 10.1016/j.cell.2006.01.016 · DOI · Paper page
- Kim JE Chen J Regulation of peroxisome proliferator-activated receptor-gamma activity by mammalian target of rapamycin and amino acids in adipogenesis Diabetes 2004 53 2748 56 15504954 10.2337/diabetes.53.11.2748 · DOI
- Allard D Figg N Bennett MR Littlewood TD Akt regulates the survival of vascular smooth muscle cells via inhibition of FoxO3a and GSK3 J Biol Chem 2008 283 19739 47 18458087 10.1074/jbc.M710098200 · DOI
- Iitaka C Miyazaki K Akaike T Ishida N A role for glycogen synthase kinase-3beta in the mammalian circadian clock J Biol Chem 2005 280 29397 402 15972822 10.1074/jbc.M503526200 · DOI · Paper page
- Martinek S Inonog S Manoukian AS Young MW A role for the segment polarity gene shaggy/GSK-3 in the Drosophila circadian clock Cell 2001 105 769 79 11440719 10.1016/S0092-8674(01)00383-X · DOI
- Ma KL Ruan XZ Powis SH Moorhead JF Varghese Z Anti-atherosclerotic effects of sirolimus on human vascular smooth muscle cells Am J Physiol Heart Circ Physiol 2007 292 H2721 8 17322416 10.1152/ajpheart.01174.2006 · DOI
- Morrisett JD Abdel-Fattah G Hoogeveen R Mitchell E Ballantyne CM Pownall HJ Opekun AR Jaffe JS Oppermann S Kahan BD Effects of sirolimus on plasma lipids, lipoprotein levels, and fatty acid metabolism in renal transplant patients J Lipid Res 2002 43 1170 80 12177161
- Hirota T Okano T Kokame K Shirotani-Ikejima H Miyata T Fukada Y Glucose down-regulates Per1 and Per2 mRNA levels and induces circadian gene expression in cultured Rat-1 fibroblasts J Biol Chem 2002 277 44244 51 12213820 10.1074/jbc.M206233200 · DOI
- Akashi M Nishida E Involvement of the MAP kinase cascade in resetting of the mammalian circadian clock Genes Dev 2000 14 645 9 10733524 PMC316464
- Asher G Gatfield D Stratmann M Reinke H Dibner C Kreppel F Mostoslavsky R Alt FW Schibler U SIRT1 regulates circadian clock gene expression through PER2 deacetylation Cell 2008 134 317 28 18662546 10.1016/j.cell.2008.06.050 · DOI · Paper page
- Belden WJ Dunlap JC SIRT1 is a circadian deacetylase for core clock components Cell 2008 134 212 4 18662537 10.1016/j.cell.2008.07.010 PMC3671948 · DOI
- Lavu S Boss O Elliott PJ Lambert PD Sirtuins – novel therapeutic targets to treat age-associated diseases Nat Rev Drug Discov 2008 7 841 53 18827827 10.1038/nrd2665 · DOI
- Chen Y Zhu J Lum PY Yang X Pinto S MacNeil DJ Zhang C Lamb J Edwards S Sieberts SK Variations in DNA elucidate molecular networks that cause disease Nature 2008 452 429 35 18344982 10.1038/nature06757 PMC2841398 · DOI · Paper page
- Seda O Liska F Sedova L Kazdova L Krenova D Kren V A 14-gene region of rat chromosome 8 in SHR-derived polydactylous congenic substrain affects muscle-specific insulin resistance, dyslipidaemia and visceral adiposity Folia Biol (Praha) 2005 51 53 61 16045236
- Dina C Meyre D Gallina S Durand E Korner A Jacobson P Carlsson LM Kiess W Vatin V Lecoeur C Variation in FTO contributes to childhood obesity and severe adult obesity Nat Genet 2007 39 724 6 17496892 10.1038/ng2048 · DOI
- Wang D Wang H Brown J Daikoku T Ning W Shi Q Richmond A Strieter R Dey SK DuBois RN CXCL1 induced by prostaglandin E2 promotes angiogenesis in colorectal cancer J Exp Med 2006 203 941 51 16567391 10.1084/jem.20052124 PMC2118273 · DOI
- Haskill S Peace A Morris J Sporn SA Anisowicz A Lee SW Smith T Martin G Ralph P Sager R Identification of three related human GRO genes encoding cytokine functions Proc Natl Acad Sci USA 1990 87 7732 6 2217207 10.1073/pnas.87.19.7732 PMC54822 · DOI
- Ueda HR Hayashi S Chen W Sano M Machida M Shigeyoshi Y Iino M Hashimoto S System-level identification of transcriptional circuits underlying mammalian circadian clocks Nat Genet 2005 37 187 92 15665827 10.1038/ng1504 · DOI
- Green CB Douris N Kojima S Strayer CA Fogerty J Lourim D Keller SR Besharse JC Loss of Nocturnin, a circadian deadenylase, confers resistance to hepatic steatosis and diet-induced obesity Proc Natl Acad Sci USA 2007 104 9888 93 17517647 10.1073/pnas.0702448104 PMC1871564 · DOI
- Authors
- Loboda, A., Kraft, W. K., Fine, B., Joseph, J., Nebozhyn, M., Zhang, C., He, Y., Yang, X., Wright, C., Morris, M., Chalikonda, I., Ferguson, M., Emilsson, V., Leonardson, A., Lamb, J., Dai, H., Schadt, E., Greenberg, H. E., & Lum, P. Y.
- Affiliations
- Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
- Thomas Jefferson University (US)
- Corresponding author
- Lum, Pek Yee
- ORCID
- Venue
- BMC Medical Genomics
- Published
- 2009-02-09
- Volume
- 2
- Issue
- 1
- Pages
- 7-7
- ISSN
- 1755-8794 (ISSN-L)
- PMC
- PMC2647943
- OpenAlex
- W2078965372
- Cited by
- 124
- References
- 53
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 6 · 2023: 5 · 2022: 3 · 2021: 9 · 2020: 21 · 2019: 3 · 2018: 6 · 2017: 9 · 2016: 7 · 2015: 7 · 2014: 3 · 2013: 7 · 2012: 8
- FWCI
- 5.09
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Medical Genomics (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- The Medicine Forum (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eScholarship (California Digital Library) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Topics
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Health Sciences › Medicine › Physiology › Adipose Tissue and Metabolism
- Health Sciences › Medicine › Epidemiology › Adipokines, Inflammation, and Metabolic Diseases
- Keywords
- circadian rhythm, diurnal gene expression, subcutaneous adipose tissue, transcriptome, core clock genes, energy metabolism, sibutramine, fasting, obesity, mTOR signaling, metabolic disorders
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