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Sinnott-Armstrong N, Sousa IS, Laber S, Rendina-Ruedy E, Nitter Dankel SE, Ferreira T, Mellgren G, Karasik D, Rivas M, Pritchard J, Guntur AR, Cox RD, Lindgren CM, Hauner H, Sallari R, Rosen CJ, Hsu YH, Lander ES, Kiel DP, Claussnitzer M. A regulatory variant at 3q21.1 confers an increased pleiotropic risk for hyperglycemia and altered bone mineral density. Cell Metab 2021; 33:615-628.e13. [PMID: 33513366 PMCID: PMC7928941 DOI: 10.1016/j.cmet.2021.01.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 11/14/2019] [Accepted: 12/31/2020] [Indexed: 02/07/2023]
Abstract
Skeletal and glycemic traits have shared etiology, but the underlying genetic factors remain largely unknown. To identify genetic loci that may have pleiotropic effects, we studied Genome-wide association studies (GWASs) for bone mineral density and glycemic traits and identified a bivariate risk locus at 3q21. Using sequence and epigenetic modeling, we prioritized an adenylate cyclase 5 (ADCY5) intronic causal variant, rs56371916. This SNP changes the binding affinity of SREBP1 and leads to differential ADCY5 gene expression, altering the chromatin landscape from poised to repressed. These alterations result in bone- and type 2 diabetes-relevant cell-autonomous changes in lipid metabolism in osteoblasts and adipocytes. We validated our findings by directly manipulating the regulator SREBP1, the target gene ADCY5, and the variant rs56371916, which together imply a novel link between fatty acid oxidation and osteoblast differentiation. Our work, by systematic functional dissection of pleiotropic GWAS loci, represents a framework to uncover biological mechanisms affecting pleiotropic traits.
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Affiliation(s)
- Nasa Sinnott-Armstrong
- Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cell Circuits and Epigenomics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Genetics, Stanford University, Stanford 94305 CA, USA
| | - Isabel S Sousa
- Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Else Kröner-Fresenius-Center for Nutritional Medicine, School of Life Sciences, Technical University of Munich, Freising 85354, Germany
| | - Samantha Laber
- Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cell Circuits and Epigenomics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Big Data Institute, University of Oxford, Oxford, UK
| | - Elizabeth Rendina-Ruedy
- Center for Molecular Medicine, Maine Medical Center Research Institute, Scarborough, ME 04074, USA
| | - Simon E Nitter Dankel
- University of Bergen, Bergen 5020, Norway; Mohn Nutrition Research Laboratory, Department of Clinical Science, University of Bergen, 5020 Bergen, Norway; Hormone Laboratory, Department of Medical Biochemistry and Pharmacology, Haukeland University Hospital, 5021 Bergen, Norway
| | | | - Gunnar Mellgren
- University of Bergen, Bergen 5020, Norway; Mohn Nutrition Research Laboratory, Department of Clinical Science, University of Bergen, 5020 Bergen, Norway; Hormone Laboratory, Department of Medical Biochemistry and Pharmacology, Haukeland University Hospital, 5021 Bergen, Norway
| | - David Karasik
- Institute for Aging Research, Hebrew SeniorLife and Harvard Medical School, Boston, MA 02131, USA; Faculty of Medicine of the Galilee, Bar-Ilan University, Safed, Israel
| | - Manuel Rivas
- Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | - Jonathan Pritchard
- Department of Genetics, Stanford University, Stanford 94305 CA, USA; Department of Biology, Stanford University, Stanford, CA 94305, USA
| | - Anyonya R Guntur
- Center for Molecular Medicine, Maine Medical Center Research Institute, Scarborough, ME 04074, USA
| | - Roger D Cox
- Medical Research Council Harwell, Oxfordshire, UK
| | - Cecilia M Lindgren
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Big Data Institute, University of Oxford, Oxford, UK
| | - Hans Hauner
- Else Kröner-Fresenius-Center for Nutritional Medicine, School of Life Sciences, Technical University of Munich, Freising 85354, Germany; Institute of Nutritional Medicine, School of Medicine, Technical University of Munich, Freising 85354, Germany; Clinical Cooperation Group "Nutrigenomics and Type 2 Diabetes" of the German Center of Diabetes Research, Helmholtz Center Munich, Munich 85764, Germany
| | - Richard Sallari
- Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Clifford J Rosen
- Center for Molecular Medicine, Maine Medical Center Research Institute, Scarborough, ME 04074, USA
| | - Yi-Hsiang Hsu
- Institute for Aging Research, Hebrew SeniorLife and Harvard Medical School, Boston, MA 02131, USA; Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02131, USA
| | - Eric S Lander
- Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cell Circuits and Epigenomics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Biology, MIT, Cambridge, MA 02142, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Douglas P Kiel
- Institute for Aging Research, Hebrew SeniorLife and Harvard Medical School, Boston, MA 02131, USA; Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02131, USA
| | - Melina Claussnitzer
- Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cell Circuits and Epigenomics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02131, USA; University of Hohenheim, Institute of Nutritional Science, Stuttgart 70599, Germany.
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Loureiro R, Magalhães-Novais S, Mesquita KA, Baldeiras I, Sousa IS, Tavares LC, Barbosa IA, Oliveira PJ, Vega-Naredo I. Melatonin antiproliferative effects require active mitochondrial function in embryonal carcinoma cells. Oncotarget 2016; 6:17081-96. [PMID: 26025920 PMCID: PMC4627293 DOI: 10.18632/oncotarget.4012] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 05/08/2015] [Indexed: 12/28/2022] Open
Abstract
Although melatonin oncostatic and cytotoxic effects have been described in different types of cancer cells, the specific mechanisms leading to its antitumoral effects and their metabolic context specificity are still not completely understood. Here, we evaluated the effects of melatonin in P19 embryonal carcinoma stem cells (CSCs) and in their differentiated counterparts, cultured in either high glucose medium or in a galactose (glucose-free) medium which leads to glycolytic suppression and increased mitochondrial metabolism. We found that highly glycolytic P19 CSCs were less susceptible to melatonin antitumoral effects while cell populations relying on oxidative metabolism for ATP production were more affected. The observed antiproliferative action of melatonin was associated with an arrest at S-phase, decreased oxygen consumption, down-regulation of BCL-2 expression and an increase in oxidative stress culminating with caspase-3-independent cell death. Interestingly, the combined treatment of melatonin and dichloroacetate had a synergistic effect in cells grown in the galactose medium and resulted in an inhibitory effect in the highly resistant P19 CSCs. Melatonin appears to exert its antiproliferative activity in P19 carcinoma cells through a mitochondrially-mediated action which in turn allows the amplification of the effects of dichloroacetate, even in cells with a more glycolytic phenotype.
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Affiliation(s)
- Rute Loureiro
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Silvia Magalhães-Novais
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Katia A Mesquita
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Ines Baldeiras
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,School of Medicine, University of Coimbra, Coimbra, Portugal
| | - Isabel S Sousa
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Ludgero C Tavares
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Ines A Barbosa
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Paulo J Oliveira
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Ignacio Vega-Naredo
- CNC-Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal.,Department of Morphology and Cell Biology, University of Oviedo, Oviedo, Spain
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Claussnitzer M, Dankel SN, Kim KH, Quon G, Meuleman W, Haugen C, Glunk V, Sousa IS, Beaudry JL, Puviindran V, Abdennur NA, Liu J, Svensson PA, Hsu YH, Drucker DJ, Mellgren G, Hui CC, Hauner H, Kellis M. FTO Obesity Variant Circuitry and Adipocyte Browning in Humans. N Engl J Med 2015; 373:895-907. [PMID: 26287746 PMCID: PMC4959911 DOI: 10.1056/nejmoa1502214] [Citation(s) in RCA: 864] [Impact Index Per Article: 96.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Genomewide association studies can be used to identify disease-relevant genomic regions, but interpretation of the data is challenging. The FTO region harbors the strongest genetic association with obesity, yet the mechanistic basis of this association remains elusive. METHODS We examined epigenomic data, allelic activity, motif conservation, regulator expression, and gene coexpression patterns, with the aim of dissecting the regulatory circuitry and mechanistic basis of the association between the FTO region and obesity. We validated our predictions with the use of directed perturbations in samples from patients and from mice and with endogenous CRISPR-Cas9 genome editing in samples from patients. RESULTS Our data indicate that the FTO allele associated with obesity represses mitochondrial thermogenesis in adipocyte precursor cells in a tissue-autonomous manner. The rs1421085 T-to-C single-nucleotide variant disrupts a conserved motif for the ARID5B repressor, which leads to derepression of a potent preadipocyte enhancer and a doubling of IRX3 and IRX5 expression during early adipocyte differentiation. This results in a cell-autonomous developmental shift from energy-dissipating beige (brite) adipocytes to energy-storing white adipocytes, with a reduction in mitochondrial thermogenesis by a factor of 5, as well as an increase in lipid storage. Inhibition of Irx3 in adipose tissue in mice reduced body weight and increased energy dissipation without a change in physical activity or appetite. Knockdown of IRX3 or IRX5 in primary adipocytes from participants with the risk allele restored thermogenesis, increasing it by a factor of 7, and overexpression of these genes had the opposite effect in adipocytes from nonrisk-allele carriers. Repair of the ARID5B motif by CRISPR-Cas9 editing of rs1421085 in primary adipocytes from a patient with the risk allele restored IRX3 and IRX5 repression, activated browning expression programs, and restored thermogenesis, increasing it by a factor of 7. CONCLUSIONS Our results point to a pathway for adipocyte thermogenesis regulation involving ARID5B, rs1421085, IRX3, and IRX5, which, when manipulated, had pronounced pro-obesity and anti-obesity effects. (Funded by the German Research Center for Environmental Health and others.).
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Affiliation(s)
- Melina Claussnitzer
- From Beth Israel Deaconess Medical Center and Hebrew SeniorLife, Gerontology Division, Harvard Medical School, Boston (M.C., Y.-H.H.); Massachusetts Institute of Technology (MIT) Computer Science and Artificial Intelligence Laboratory (M.C., G.Q., W.M., N.A.A., M.K.), and Broad Institute of MIT and Harvard, Cambridge (M.C., G.Q., W.M., M.K.); Clinical Cooperation Group "Nutrigenomics and Type 2 Diabetes," Helmholtz Center Munich (M.C., H.H.), and Else Kröner-Fresenius Center for Nutritional Medicine, Klinikum rechts der Isar, ZIEL-Institute for Food and Health, Technische Universität München (M.C., V.G., I.S.S., H.H.), Munich, Germany; KG Jebsen Center for Diabetes Research, Department of Clinical Science, University of Bergen, and Hormone Laboratory, Haukeland University Hospital, Bergen, Norway (S.N.D., C.H., G.M.); Program in Developmental and Stem Cell Biology, Hospital for Sick Children, and Department of Molecular Genetics, University of Toronto (K.-H.K., V.P., J.L., C.-C.H.), and Department of Medicine, Lunenfeld-Tanenbaum Research Institute, Mt. Sinai Hospital (J.L.B., D.J.D.), Toronto; and the Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden (P.-A.S.)
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