1
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Breitfeld J, Horn K, Le Duc D, Velluva A, Marzi C, Grallert H, Friedrich N, Pietzner M, Völker U, Völzke H, Ahlqvist E, Aly DM, Tuomi T, Baber R, Kratzsch J, Thiery J, Isermann B, Loeffler M, Klöting N, Blüher M, Stumvoll M, Heiker JT, Tönjes A, Scholz M, Kovacs P. Genetic dissection of serum vaspin highlights its causal role in lipid metabolism. Obesity (Silver Spring) 2023; 31:2862-2874. [PMID: 37752728 DOI: 10.1002/oby.23882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/07/2023] [Accepted: 06/27/2023] [Indexed: 09/28/2023]
Abstract
OBJECTIVE Vaspin (visceral adipose tissue derived serine protease inhibitor, SERPINA12) is associated with obesity-related metabolic traits, but its causative role is still elusive. The role of genetics in serum vaspin variability to establish its causal relationship with metabolically relevant traits was investigated. METHODS A meta-analysis of genome-wide association studies for serum vaspin from six independent cohorts (N = 7446) was conducted. Potential functional variants of vaspin were included in Mendelian randomization (MR) analyses to assess possible causal pathways between vaspin and homeostasis model assessment and lipid traits. To further validate the MR analyses, data from Genotype-Tissue Expression (GTEx) were analyzed, db/db mice were treated with vaspin, and serum lipids were measured. RESULTS A total of 468 genetic variants represented by five independent variants (rs7141073, rs1956709, rs4905216, rs61978267, rs73338689) within the vaspin locus were associated with serum vaspin (all p < 5×10-8 , explained variance 16.8%). MR analyses revealed causal relationships between serum vaspin and triglycerides, low-density lipoprotein, and total cholesterol. Gene expression correlation analyses suggested that genes, highly correlated with vaspin expression in adipose tissue, are enriched in lipid metabolic processes. Finally, in vivo vaspin treatment reduced serum triglycerides in obese db/db mice. CONCLUSIONS The data show that serum vaspin is strongly determined by genetic variants within vaspin, which further highlight vaspin's causal role in lipid metabolism.
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Affiliation(s)
- Jana Breitfeld
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Katrin Horn
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Center, University of Leipzig, Leipzig, Germany
| | - Diana Le Duc
- Institute of Human Genetics, University Medical Center Leipzig, Leipzig, Germany
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Akhil Velluva
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Rudolf Schönheimer Institute of Biochemistry, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Carola Marzi
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- German Research Center for Environmental Health, Institute of Epidemiology II, Helmholtz Center Munich, Neuherberg, Germany
- German Center for Diabetic Research (DZD e.V.), Neuherberg, Germany
| | - Harald Grallert
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- German Research Center for Environmental Health, Institute of Epidemiology II, Helmholtz Center Munich, Neuherberg, Germany
- German Center for Diabetic Research (DZD e.V.), Neuherberg, Germany
| | - Nele Friedrich
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- DZHK (German Centre for Cardiovascular Research), Greifswald, Germany
| | - Maik Pietzner
- Computational Medicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
- DZHK (German Center for Cardiovascular Research), partner site Berlin, Berlin, Germany
| | - Uwe Völker
- DZHK (German Centre for Cardiovascular Research), Greifswald, Germany
- Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany
| | - Henry Völzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Emma Ahlqvist
- Department of Clinical Sciences in Malmö, Clinical Research Centre, Lund University, Malmö, Sweden
| | - Dina Mansour Aly
- Department of Clinical Sciences in Malmö, Clinical Research Centre, Lund University, Malmö, Sweden
| | - Tiinamaija Tuomi
- Department of Clinical Sciences in Malmö, Clinical Research Centre, Lund University, Malmö, Sweden
- Institute for Molecular Medicine Finland, Helsinki;, Division of Endocrinology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland
- Research Program for Diabetes and Obesity, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Ronny Baber
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University of Leipzig, Leipzig, Germany
| | - Jürgen Kratzsch
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University of Leipzig, Leipzig, Germany
| | - Joachim Thiery
- Christian-Albrechts-University Kiel, University Kiel, Kiel, Germany
| | - Berend Isermann
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University of Leipzig, Leipzig, Germany
| | - Markus Loeffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Center, University of Leipzig, Leipzig, Germany
| | - Nora Klöting
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany
| | - Matthias Blüher
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany
| | - Michael Stumvoll
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetic Research (DZD e.V.), Neuherberg, Germany
| | - John T Heiker
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Markus Scholz
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Center, University of Leipzig, Leipzig, Germany
| | - Peter Kovacs
- Department of Medicine, University of Leipzig, Leipzig, Germany
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2
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Carracedo S, Lirussi L, Alsøe L, Segers F, Wang C, Bartosova Z, Bohov P, Tekin NB, Kong XY, Esbensen QY, Chen L, Wennerström A, Kroustallaki P, Ceolotto D, Tönjes A, Berge RK, Bruheim P, Wong G, Böttcher Y, Halvorsen B, Nilsen H. SMUG1 regulates fat homeostasis leading to a fatty liver phenotype in mice. DNA Repair (Amst) 2022; 120:103410. [DOI: 10.1016/j.dnarep.2022.103410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 08/08/2022] [Accepted: 10/01/2022] [Indexed: 11/25/2022]
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3
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Bovo S, Ballan M, Schiavo G, Ribani A, Tinarelli S, Utzeri VJ, Dall'Olio S, Gallo M, Fontanesi L. Single-marker and haplotype-based genome-wide association studies for the number of teats in two heavy pig breeds. Anim Genet 2021; 52:440-450. [PMID: 34096632 PMCID: PMC8362157 DOI: 10.1111/age.13095] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/12/2021] [Indexed: 11/30/2022]
Abstract
The number of teats is a reproductive‐related trait of great economic relevance as it affects the mothering ability of the sows and thus the number of properly weaned piglets. Moreover, genetic improvement of this trait is fundamental to parallelly help the selection for increased litter size. We present the results of single‐marker and haplotypes‐based genome‐wide association studies for the number of teats in two large cohorts of heavy pig breeds (Italian Large White and Italian Landrace) including 3990 animals genotyped with the 70K GGP Porcine BeadChip and other 1927 animals genotyped with the Illumina PorcineSNP60 BeadChip. In the Italian Large White population, genome scans identified three genome regions (SSC7, SSC10, and SSC12) that confirmed the involvement of the VRTN gene (as we previously reported) and highlighted additional loci known to affect teat counts, including the FRMD4A and HOXB1 gene regions. A different picture emerged in the Italian Landrace population, with a total of 12 genome regions in eight chromosomes (SSC3, SSC6, SSC8, SSC11, SSC13, SSC14, SSC15, and SSC16) mainly detected via the haplotype‐based genome scan. The most relevant QTL was close to the ARL4C gene on SSC15. Markers in the VRTN gene region were not significant in the Italian Landrace breed. The use of both single‐marker and haplotype‐based genome‐wide association analyses can be helpful to exploit and dissect the genome of the pigs of different populations. Overall, the obtained results supported the polygenic nature of the investigated trait and better elucidated its genetic architecture in Italian heavy pigs.
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Affiliation(s)
- S Bovo
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
| | - M Ballan
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
| | - G Schiavo
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
| | - A Ribani
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
| | - S Tinarelli
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy.,Associazione Nazionale Allevatori Suini (ANAS), Via Nizza 53, Roma, 00198, Italy
| | - V J Utzeri
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
| | - S Dall'Olio
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
| | - M Gallo
- Associazione Nazionale Allevatori Suini (ANAS), Via Nizza 53, Roma, 00198, Italy
| | - L Fontanesi
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, 40127, Italy
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4
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Cao VT, Lea RA, Sutherland HG, Benton MC, Pishva RS, Haupt LM, Griffiths LR. A genome-wide methylation study of body fat traits in the Norfolk Island isolate. Nutr Metab Cardiovasc Dis 2021; 31:1556-1563. [PMID: 33810959 DOI: 10.1016/j.numecd.2021.01.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 01/27/2021] [Accepted: 01/27/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND AIMS Natural variation in body fat is explained by both genetic and environmental effects. Epigenetic mechanisms such as DNA methylation can mediate these effects causing changes in gene expression leading to onset of obesity. Studies of genetic isolates have the potential to provide new epigenetic insights with advantages such as reduced genetic diversity and environmental exposures. METHODS AND RESULTS This was an exploratory study of genome-wide DNA methylation in relation to body fat traits in 47 healthy adults from the genetic isolate of Norfolk Island. Quantitative body fat traits (body fat percentage, body mass index, hip circumference, waist circumference, waist-hip-ratio and weight) were carefully measured. DNA methylation data was obtained from peripheral blood using Illumina 450K arrays. Multi-trait analysis was performed using Principal Component Analysis (PCA). CpG by trait association testing was performed using stepwise linear regressions. Two components were identified that explained approximately 89% of the phenotypic variance. In total, 5 differential methylated positions (DMPs) were identified at genome-wide significance (P≤ 2.4 × 10-7), which mapped to GOT2-CDH8, LYSMD3, HIBADH, ADGRD1 and EBF4 genes. Gene set enrichment analysis of 848 genes containing suggestive DMPs (P≤ 1.0 × 10-4) implicated the Cadherin (28 genes, Padj = 6.76 × 10-7) and Wnt signaling pathways (38 genes, Padj = 7.78 × 10-6). CONCLUSION This study provides new insights into the epigenetically influenced genes and pathways underlying body fat variation in a healthy cohort and provides targets for consideration in future studies of obesity risk.
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Affiliation(s)
- Van T Cao
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia.
| | - Rodney A Lea
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia.
| | - Heidi G Sutherland
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia.
| | - Miles C Benton
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia; Human Genomics, Institute of Environmental Science and Research, Kenepuru, Wellington, New Zealand.
| | - Reza S Pishva
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia.
| | - Larisa M Haupt
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia.
| | - Lyn R Griffiths
- Queensland University of Technology (QUT), Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Institute of Health and Biomedical Innovation, 60 Musk Ave., Kelvin Grove, Queensland 4059, Australia.
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The Effect of FGF21 and Its Genetic Variants on Food and Drug Cravings, Adipokines and Metabolic Traits. Biomedicines 2021; 9:biomedicines9040345. [PMID: 33805553 PMCID: PMC8065804 DOI: 10.3390/biomedicines9040345] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/24/2021] [Accepted: 03/25/2021] [Indexed: 12/27/2022] Open
Abstract
Fibroblast growth factor 21 (FGF21) is a regulator of addictive behavior. Increasing evidence suggests an impact of FGF21 on eating behavior, food and drug cravings and on other adipokines like insulin-like growth factor 1 (IGF-1) or adiponectin. We investigated the association of serum FGF21 and genetic variants with aspects of food and drug craving and obesity related metabolic parameters including serum adipokine levels. Standardized questionnaires, blood samples and anthropometric data of the Sorbs cohort (n = 1046) were analyzed using SPSS. For genetic analyses, the FGF21-locus ±10 kb was genotyped and analyzed using PLINK. Validation was conducted in a second independent cohort (n = 704). FGF21 was significantly associated with alcohol and coffee consumption, smoking and eating behavior (disinhibition). We confirmed correlations of FGF21 serum levels with IGF-1, adiponectin, pro-enkephalin, adipocyte fatty-acid-binding protein, chemerin and progranulin. FGF21 genetic variants were associated with anthropometric and metabolic parameters, adipokines, food and drug craving while strongest evidence was seen with low-density lipoprotein cholesterol (LDL-C). We highlight the potential role of FGF21 in food and drug cravings and provide new insights regarding the link of FGF21 with other adipokines as well as with metabolic traits, in particular those related to lipid metabolism (LDL-C).
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6
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Bianchi E, Sun Y, Almansa-Ordonez A, Woods M, Goulding D, Martinez-Martin N, Wright GJ. Control of oviductal fluid flow by the G-protein coupled receptor Adgrd1 is essential for murine embryo transit. Nat Commun 2021; 12:1251. [PMID: 33623007 PMCID: PMC7902839 DOI: 10.1038/s41467-021-21512-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 01/29/2021] [Indexed: 12/16/2022] Open
Abstract
Dysfunction of embryo transport causes ectopic pregnancy which affects approximately 2% of conceptions in the US and Europe, and is the most common cause of pregnancy-related death in the first trimester. Embryo transit involves a valve-like tubal-locking phenomenon that temporarily arrests oocytes at the ampullary-isthmic junction (AIJ) where fertilisation occurs, but the mechanisms involved are unknown. Here we show that female mice lacking the orphan adhesion G-protein coupled receptor Adgrd1 are sterile because they do not relieve the AIJ restraining mechanism, inappropriately retaining embryos within the oviduct. Adgrd1 is expressed on the oviductal epithelium and the post-ovulatory attenuation of tubal fluid flow is dysregulated in Adgrd1-deficient mice. Using a large-scale extracellular protein interaction screen, we identified Plxdc2 as an activating ligand for Adgrd1 displayed on cumulus cells. Our findings demonstrate that regulating oviductal fluid flow by Adgrd1 controls embryo transit and we present a model where embryo arrest at the AIJ is due to the balance of abovarial ciliary action and the force of adovarial tubal fluid flow, and in wild-type oviducts, fluid flow is gradually attenuated through Adgrd1 activation to enable embryo release. Our findings provide important insights into the molecular mechanisms involved in embryo transport in mice. Lack of correct embryo transport can cause ectopic pregnancy. Here, the authors show that female mice lacking the adhesion G-protein coupled receptor Adgrd1 are infertile, due to embryos being trapped in the ampulla as the result of dysregulated oviductal fluid flow.
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Affiliation(s)
- Enrica Bianchi
- Cell Surface Signalling Laboratory, Wellcome Sanger Institute, Cambridge, UK
| | - Yi Sun
- Receptor Discovery Group, Microchemistry, Proteomics and Lipidomics Department, San Francisco, CA, USA.,Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK
| | | | - Michael Woods
- Mouse Production Team, Wellcome Sanger Institute, Cambridge, UK
| | - David Goulding
- Electron and Advanced Light Microscopy Suite, Wellcome Sanger Institute, Cambridge, UK
| | - Nadia Martinez-Martin
- Receptor Discovery Group, Microchemistry, Proteomics and Lipidomics Department, San Francisco, CA, USA
| | - Gavin J Wright
- Cell Surface Signalling Laboratory, Wellcome Sanger Institute, Cambridge, UK. .,Department of Biology, Hull York Medical School, York Biomedical Research Institute, University of York, Wentworth Way, York, UK.
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7
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Rønningen T, Dahl MB, Valderhaug TG, Cayir A, Keller M, Tönjes A, Blüher M, Böttcher Y. m6A Regulators in Human Adipose Tissue - Depot-Specificity and Correlation With Obesity. Front Endocrinol (Lausanne) 2021; 12:778875. [PMID: 34950106 PMCID: PMC8689137 DOI: 10.3389/fendo.2021.778875] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 11/15/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND N6-methyladenosine (m6A) is one of the most abundant post-transcriptional modifications on mRNA influencing mRNA metabolism. There is emerging evidence for its implication in metabolic disease. No comprehensive analyses on gene expression of m6A regulators in human adipose tissue, especially in paired adipose tissue depots, and its correlation with clinical variables were reported so far. We hypothesized that inter-depot specific gene expression of m6A regulators may differentially correlate with clinical variables related to obesity and fat distribution. METHODS We extracted intra-individually paired gene expression data (omental visceral adipose tissue (OVAT) N=48; subcutaneous adipose tissue (SAT) N=56) of m6A regulators from an existing microarray dataset. We also measured gene expression in another sample set of paired OVAT and SAT (N=46) using RT-qPCR. Finally, we extracted existing gene expression data from peripheral mononuclear blood cells (PBMCs) and single nucleotide polymorphisms (SNPs) in METTL3 and YTHDF3 from genome wide data from the Sorbs population (N=1049). The data were analysed for differential gene expression between OVAT and SAT; and for association with obesity and clinical variables. We further tested for association of SNP markers with gene expression and clinical traits. RESULTS In adipose tissue we observed that several m6A regulators (WTAP, VIRMA, YTHDC1 and ALKBH5) correlate with obesity and clinical variables. Moreover, we found adipose tissue depot specific gene expression for METTL3, WTAP, VIRMA, FTO and YTHDC1. In PBMCs, we identified ALKBH5 and YTHDF3 correlated with obesity. Genetic markers in METTL3 associate with BMI whilst SNPs in YTHDF3 are associated with its gene expression. CONCLUSIONS Our data show that expression of m6A regulators correlates with obesity, is adipose tissue depot-specific and related to clinical traits. Genetic variation in m6A regulators adds an additional layer of variability to the functional consequences.
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Affiliation(s)
- Torunn Rønningen
- Clinical Molecular Biology (EpiGen), Division of Medicine, Akershus Universitetssykehus, Lørenskog, Norway
| | - Mai Britt Dahl
- Department of Clinical Molecular Biology (EpiGen), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Akin Cayir
- Clinical Molecular Biology (EpiGen), Division of Medicine, Akershus Universitetssykehus, Lørenskog, Norway
- Vocational Health College, Canakkale Onsekiz Mart University, Canakkale, Turkey
| | - Maria Keller
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital, Leipzig, Germany
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Matthias Blüher
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital, Leipzig, Germany
| | - Yvonne Böttcher
- Clinical Molecular Biology (EpiGen), Division of Medicine, Akershus Universitetssykehus, Lørenskog, Norway
- Department of Clinical Molecular Biology (EpiGen), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital, Leipzig, Germany
- *Correspondence: Yvonne Böttcher,
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Keller M, Gebhardt C, Huth S, Schleinitz D, Heyne H, Scholz M, Stumvoll M, Böttcher Y, Tönjes A, Kovacs P. Genetically programmed changes in transcription of the novel progranulin regulator. J Mol Med (Berl) 2020; 98:1139-1148. [PMID: 32620998 PMCID: PMC7399677 DOI: 10.1007/s00109-020-01942-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 06/18/2020] [Accepted: 06/18/2020] [Indexed: 01/02/2023]
Abstract
Abstract Progranulin is a glycoprotein marking chronic inflammation in obesity and type 2 diabetes. Previous studies suggested PSRC1 (proline and serine rich coiled-coil 1) to be a target of genetic variants associated with serum progranulin levels. We aimed to identify potentially functional variants and characterize their role in regulation of PSRC1. Phylogenetic module complexity analysis (PMCA) prioritized four polymorphisms (rs12740374, rs629301, rs660240, rs7528419) altering transcription factor binding sites with an overall score for potential regulatory function of Sall > 7.0. The effects of these variants on transcriptional activity and binding of transcription factors were tested by luciferase reporter and electrophoretic mobility shift assays (EMSA). In parallel, blood DNA promoter methylation of two regions was tested in subjects with a very high (N = 100) or a very low (N = 100) serum progranulin. Luciferase assays revealed lower activities in vectors carrying the rs629301-A compared with the C allele. Moreover, EMSA indicated a different binding pattern for the two rs629301 alleles, with an additional prominent band for the A allele, which was finally confirmed with the supershift for the Yin Yang 1 transcription factor (YY1). Subjects with high progranulin levels manifested a significantly higher mean DNA methylation (P < 1 × 10−7) in one promoter region, which was in line with a significantly lower PSRC1 mRNA expression levels in blood (P = 1 × 10−3). Consistently, rs629301-A allele was associated with lower PSRC1 mRNA expression (P < 1 × 10−7). Our data suggest that the progranulin-associated variant rs629301 modifies the transcription of PSRC1 through alteration of YY1 binding capacity. DNA methylation studies further support the role of PSRC1 in regulation of progranulin serum levels. Key messages PSRC1 (proline and serine rich coiled-coil 1) SNPs are associated with serum progranulin levels. rs629301 regulates PSRC1 expression by affecting Yin Yang 1 transcription factor (YY1) binding. PSRC1 is also epigenetically regulated in subjects with high progranulin levels.
Electronic supplementary material The online version of this article (10.1007/s00109-020-01942-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maria Keller
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich, University Hospital Leipzig, University of Leipzig, 04103, Leipzig, Germany.,Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University, Skåne University Hospital Malmö, 20502, Malmö, Sweden.,Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
| | - Claudia Gebhardt
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich, University Hospital Leipzig, University of Leipzig, 04103, Leipzig, Germany
| | - Sandra Huth
- Institute of Biochemistry, Medical Faculty, University of Leipzig, 04103, Leipzig, Germany
| | - Dorit Schleinitz
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
| | - Henrike Heyne
- Institute of Human Genetics, University of Leipzig, 04103, Leipzig, Germany
| | - Markus Scholz
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107, Leipzig, Germany
| | - Michael Stumvoll
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich, University Hospital Leipzig, University of Leipzig, 04103, Leipzig, Germany.,Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
| | - Yvonne Böttcher
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Clinical Molecular Biology, Akershus Universitetssykehus, Lørenskog, Norway
| | - Anke Tönjes
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany.
| | - Peter Kovacs
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany.
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9
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Jacobi T, Massier L, Klöting N, Horn K, Schuch A, Ahnert P, Engel C, Löffler M, Burkhardt R, Thiery J, Tönjes A, Stumvoll M, Blüher M, Doxiadis I, Scholz M, Kovacs P. HLA Class II Allele Analyses Implicate Common Genetic Components in Type 1 and Non-Insulin-Treated Type 2 Diabetes. J Clin Endocrinol Metab 2020; 105:5715056. [PMID: 31974565 DOI: 10.1210/clinem/dgaa027] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 01/15/2020] [Indexed: 12/20/2022]
Abstract
CONTEXT Common genetic susceptibility may underlie the frequently observed co-occurrence of type 1 and type 2 diabetes in families. Given the role of HLA class II genes in the pathophysiology of type 1 diabetes, the aim of the present study was to test the association of high density imputed human leukocyte antigen (HLA) genotypes with type 2 diabetes. OBJECTIVES AND DESIGN Three cohorts (Ntotal = 10 413) from Leipzig, Germany were included in this study: LIFE-Adult (N = 4649), LIFE-Heart (N = 4815) and the Sorbs (N = 949) cohort. Detailed metabolic phenotyping and genome-wide single nucleotide polymorphism (SNP) data were available for all subjects. Using 1000 Genome imputation data, HLA genotypes were imputed on 4-digit level and association tests for type 2 diabetes, and related metabolic traits were conducted. RESULTS In a meta-analysis including all 3 cohorts, the absence of HLA-DRB5 was associated with increased risk of type 2 diabetes (P = 0.001). In contrast, HLA-DQB*06:02 and HLA-DQA*01:02 had a protective effect on type 2 diabetes (P = 0.005 and 0.003, respectively). Both alleles are part of the well-established type 1 diabetes protective haplotype DRB1*15:01~DQA1*01:02~DQB1*06:02, which was also associated with reduced risk of type 2 diabetes (OR 0.84; P = 0.005). On the contrary, the DRB1*07:01~DQA1*02:01~DQB1*03:03 was identified as a risk haplotype in non-insulin-treated diabetes (OR 1.37; P = 0.002). CONCLUSIONS Genetic variation in the HLA class II locus exerts risk and protective effects on non-insulin-treated type 2 diabetes. Our data suggest that the genetic architecture of type 1 diabetes and type 2 diabetes might share common components on the HLA class II locus.
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Affiliation(s)
- Thomas Jacobi
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Lucas Massier
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Nora Klöting
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Katrin Horn
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Centre for Civilization Diseases, University of Leipzig, Leipzig, Germany
| | - Alexander Schuch
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Peter Ahnert
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Centre for Civilization Diseases, University of Leipzig, Leipzig, Germany
| | - Markus Löffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Ralph Burkhardt
- LIFE Research Centre for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Germany
| | - Joachim Thiery
- LIFE Research Centre for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine and Clinical Chemistry, University of Leipzig, Leipzig, Germany
| | - Anke Tönjes
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Michael Stumvoll
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Matthias Blüher
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Ilias Doxiadis
- Institute for Transfusion Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Markus Scholz
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Centre for Civilization Diseases, University of Leipzig, Leipzig, Germany
| | - Peter Kovacs
- University of Leipzig Medical Center, IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
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10
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Morgan RK, Anderson GR, Araç D, Aust G, Balenga N, Boucard A, Bridges JP, Engel FB, Formstone CJ, Glitsch MD, Gray RS, Hall RA, Hsiao CC, Kim HY, Knierim AB, Kusuluri DK, Leon K, Liebscher I, Piao X, Prömel S, Scholz N, Srivastava S, Thor D, Tolias KF, Ushkaryov YA, Vallon M, Van Meir EG, Vanhollebeke B, Wolfrum U, Wright KM, Monk KR, Mogha A. The expanding functional roles and signaling mechanisms of adhesion G protein-coupled receptors. Ann N Y Acad Sci 2019; 1456:5-25. [PMID: 31168816 PMCID: PMC7891679 DOI: 10.1111/nyas.14094] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 03/21/2019] [Indexed: 12/13/2022]
Abstract
The adhesion class of G protein-coupled receptors (GPCRs) is the second largest family of GPCRs (33 members in humans). Adhesion GPCRs (aGPCRs) are defined by a large extracellular N-terminal region that is linked to a C-terminal seven transmembrane (7TM) domain via a GPCR-autoproteolysis inducing (GAIN) domain containing a GPCR proteolytic site (GPS). Most aGPCRs undergo autoproteolysis at the GPS motif, but the cleaved fragments stay closely associated, with the N-terminal fragment (NTF) bound to the 7TM of the C-terminal fragment (CTF). The NTFs of most aGPCRs contain domains known to be involved in cell-cell adhesion, while the CTFs are involved in classical G protein signaling, as well as other intracellular signaling. In this workshop report, we review the most recent findings on the biology, signaling mechanisms, and physiological functions of aGPCRs.
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Affiliation(s)
- Rory K. Morgan
- Vollum Institute, Oregon Health & Science University, Portland, Oregon
| | - Garret R. Anderson
- Department of Molecular, Cell and Systems Biology, University of California – Riverside, Riverside, California
| | - Demet Araç
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, Illinois
| | - Gabriela Aust
- Research Laboratories, Department of Surgery, Leipzig University, Leipzig, Germany
| | - Nariman Balenga
- Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland
- Program in Molecular and Structural Biology, Marlene and Stewart Greenebaum NCI Comprehensive Cancer Center, Baltimore, Maryland
| | - Antony Boucard
- Department of Cell Biology, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Mexico City, México
| | - James P. Bridges
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
- Perinatal Institute, Section of Pulmonary Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Felix B. Engel
- Experimental Renal and Cardiovascular Research, Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Caroline J. Formstone
- Centre for Developmental Neurobiology, Guys Campus, Kings College London, London, UK
- Department of Biological and Environmental Sciences, College Lane Campus, University of Hertfordshire, Hatfield, UK
| | - Maike D. Glitsch
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
| | - Ryan S. Gray
- Department of Pediatrics, University of Texas at Austin, Dell Medical School, Austin, Texas
| | - Randy A. Hall
- Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia
| | - Cheng-Chih Hsiao
- Department of Experimental Immunology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Hee-Yong Kim
- Laboratory of Molecular Signaling, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Rockville, Maryland
| | - Alexander B. Knierim
- Rudolf Schönheimer Institute of Biochemistry, Molecular Biochemistry, Medical Faculty, Leipzig University, Leipzig, Germany
| | - Deva Krupakar Kusuluri
- Institute of Molecular Physiology, Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Katherine Leon
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, Illinois
| | - Ines Liebscher
- Rudolf Schönheimer Institute of Biochemistry, Molecular Biochemistry, Medical Faculty, Leipzig University, Leipzig, Germany
| | - Xianhua Piao
- Newborn Brain Research Institute, Department of Pediatrics, University of California – San Francisco, San Francisco, California
| | - Simone Prömel
- Rudolf Schönheimer Institute of Biochemistry, Molecular Biochemistry, Medical Faculty, Leipzig University, Leipzig, Germany
| | - Nicole Scholz
- Rudolf Schönheimer Institute of Biochemistry, Division of General Biochemistry, Leipzig University, Leipzig, Germany
| | - Swati Srivastava
- Experimental Renal and Cardiovascular Research, Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Doreen Thor
- Rudolf Schönheimer Institute of Biochemistry, Molecular Biochemistry, Medical Faculty, Leipzig University, Leipzig, Germany
| | | | | | - Mario Vallon
- Division of Hematology, Department of Medicine, Stanford University, Stanford, California
| | - Erwin G. Van Meir
- Laboratory of Molecular Neuro-Oncology, Departments of Neurosurgery and Hematology & Medical Oncology, School of Medicine and Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Benoit Vanhollebeke
- Laboratory of Neurovascular Signaling, Department of Molecular Biology, ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Gosselies, Belgium
- Walloon Excellence in Life Sciences and Biotechnology (WELBIO), Wallonia, Belgium
| | - Uwe Wolfrum
- Institute of Molecular Physiology, Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Kevin M. Wright
- Vollum Institute, Oregon Health & Science University, Portland, Oregon
| | - Kelly R. Monk
- Vollum Institute, Oregon Health & Science University, Portland, Oregon
| | - Amit Mogha
- Vollum Institute, Oregon Health & Science University, Portland, Oregon
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11
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The role of GPCRs in bone diseases and dysfunctions. Bone Res 2019; 7:19. [PMID: 31646011 PMCID: PMC6804689 DOI: 10.1038/s41413-019-0059-6] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Revised: 05/22/2019] [Accepted: 05/27/2019] [Indexed: 12/13/2022] Open
Abstract
The superfamily of G protein-coupled receptors (GPCRs) contains immense structural and functional diversity and mediates a myriad of biological processes upon activation by various extracellular signals. Critical roles of GPCRs have been established in bone development, remodeling, and disease. Multiple human GPCR mutations impair bone development or metabolism, resulting in osteopathologies. Here we summarize the disease phenotypes and dysfunctions caused by GPCR gene mutations in humans as well as by deletion in animals. To date, 92 receptors (5 glutamate family, 67 rhodopsin family, 5 adhesion, 4 frizzled/taste2 family, 5 secretin family, and 6 other 7TM receptors) have been associated with bone diseases and dysfunctions (36 in humans and 72 in animals). By analyzing data from these 92 GPCRs, we found that mutation or deletion of different individual GPCRs could induce similar bone diseases or dysfunctions, and the same individual GPCR mutation or deletion could induce different bone diseases or dysfunctions in different populations or animal models. Data from human diseases or dysfunctions identified 19 genes whose mutation was associated with human BMD: 9 genes each for human height and osteoporosis; 4 genes each for human osteoarthritis (OA) and fracture risk; and 2 genes each for adolescent idiopathic scoliosis (AIS), periodontitis, osteosarcoma growth, and tooth development. Reports from gene knockout animals found 40 GPCRs whose deficiency reduced bone mass, while deficiency of 22 GPCRs increased bone mass and BMD; deficiency of 8 GPCRs reduced body length, while 5 mice had reduced femur size upon GPCR deletion. Furthermore, deficiency in 6 GPCRs induced osteoporosis; 4 induced osteoarthritis; 3 delayed fracture healing; 3 reduced arthritis severity; and reduced bone strength, increased bone strength, and increased cortical thickness were each observed in 2 GPCR-deficiency models. The ever-expanding number of GPCR mutation-associated diseases warrants accelerated molecular analysis, population studies, and investigation of phenotype correlation with SNPs to elucidate GPCR function in human diseases.
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12
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Breitfeld J, Wiele N, Gutsmann B, Stumvoll M, Blüher M, Scholz M, Kovacs P, Tönjes A. Circulating Adipokine
VASPIN
Is Associated with Serum Lipid Profiles in Humans. Lipids 2019; 54:203-210. [DOI: 10.1002/lipd.12139] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 02/08/2019] [Accepted: 02/09/2019] [Indexed: 01/14/2023]
Affiliation(s)
- Jana Breitfeld
- IFB Adiposity DiseasesUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
| | - Norman Wiele
- Department of Medicine, Division of Endocrinology and NephrologyUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
| | - Beate Gutsmann
- Department of Medicine, Division of Endocrinology and NephrologyUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
| | - Michael Stumvoll
- IFB Adiposity DiseasesUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
- Department of Medicine, Division of Endocrinology and NephrologyUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
| | - Matthias Blüher
- IFB Adiposity DiseasesUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
- Department of Medicine, Division of Endocrinology and NephrologyUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
| | - Markus Scholz
- Institute for Medical Informatics, Statistics and EpidemiologyUniversity of Leipzig Härtelstrasse 16‐18, 04103, Leipzig Germany
- LIFE Research CenterUniversity of Leipzig Philipp‐Rosenthal‐Straβe 27, 04103, Leipzig Germany
| | - Peter Kovacs
- Department of Medicine, Division of Endocrinology and NephrologyUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
| | - Anke Tönjes
- Department of Medicine, Division of Endocrinology and NephrologyUniversity of Leipzig Liebigstrasse 21, 04103, Leipzig Germany
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13
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Krüger J, Berger C, Weidle K, Schleinitz D, Tönjes A, Stumvoll M, Blüher M, Kovacs P, Klöting N. Metabolic effects of genetic variation in the human REPIN1 gene. Int J Obes (Lond) 2018; 43:821-831. [PMID: 29915365 DOI: 10.1038/s41366-018-0123-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 04/06/2018] [Accepted: 04/17/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND Replication initiator 1 (Repin1) is a zinc finger protein highly expressed in liver and adipose tissue. The Repin1 resides within a quantitative trait locus (QTL) for body weight and triglyceride levels in the rat, and its hepatic deletion in mice results in improved insulin sensitivity and lower body weight. Here, we analyzed whether genetic variation within the Repin1 affects parameters of glucose and lipid metabolism. METHODS We sequenced REPIN1 in 48 non-related Caucasian subjects. We discovered a 12 base pair deletion (12 bp del; rs3832490), which was subsequently genotyped in two well-characterized cohorts (N = 3013) to test for associations with metabolic traits. Functional consequences of the variant were investigated in HepG2 cells in vitro. RESULTS In human cohorts, we show that the 12 bp del associates with improved glucose metabolism (lower fasting plasma glucose, fasting plasma insulin, and HOMA IR). Cells transfected with the plasmid carrying the 12 bp del variant are characterized by increased GLUT2 and fatty acid translocase CD36 expression and more lipid droplets. CONCLUSION Our data suggest that genetic variation in human REPIN1 plays a role in glucose and lipid metabolism by differentially affecting the expression of REPIN1 target genes including glucose and fatty acid transporters.
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Affiliation(s)
- Jacqueline Krüger
- Leipzig University Medical Center, IFB Adiposity Diseases, University of Leipzig, 04103, Leipzig, Germany
| | - Claudia Berger
- Leipzig University Medical Center, IFB Adiposity Diseases, University of Leipzig, 04103, Leipzig, Germany.,German Diabetes Center Leipzig, University of Leipzig, 04103, Leipzig, Germany
| | - Kerstin Weidle
- Leipzig University Medical Center, IFB Adiposity Diseases, University of Leipzig, 04103, Leipzig, Germany
| | - Dorit Schleinitz
- Leipzig University Medical Center, IFB Adiposity Diseases, University of Leipzig, 04103, Leipzig, Germany
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, 04103, Leipzig, Germany
| | - Michael Stumvoll
- Department of Medicine, University of Leipzig, 04103, Leipzig, Germany
| | - Matthias Blüher
- Department of Medicine, University of Leipzig, 04103, Leipzig, Germany
| | - Peter Kovacs
- Leipzig University Medical Center, IFB Adiposity Diseases, University of Leipzig, 04103, Leipzig, Germany.
| | - Nora Klöting
- Leipzig University Medical Center, IFB Adiposity Diseases, University of Leipzig, 04103, Leipzig, Germany.
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14
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Scheffler L, Crane A, Heyne H, Tönjes A, Schleinitz D, Ihling CH, Stumvoll M, Freire R, Fiorentino M, Fasano A, Kovacs P, Heiker JT. Widely Used Commercial ELISA Does Not Detect Precursor of Haptoglobin2, but Recognizes Properdin as a Potential Second Member of the Zonulin Family. Front Endocrinol (Lausanne) 2018; 9:22. [PMID: 29459849 PMCID: PMC5807381 DOI: 10.3389/fendo.2018.00022] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 01/18/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND There is increasing evidence for the role of impaired intestinal permeability in obesity and associated metabolic diseases. Zonulin is an established serum marker for intestinal permeability and identical to pre-haptoglobin2. Here, we aimed to investigate the relationship between circulating zonulin and metabolic traits related to obesity. METHODS Serum zonulin was measured by using a widely used commercial ELISA kit in 376 subjects from the metabolically well-characterized cohort of Sorbs from Germany. In addition, haptoglobin genotype was determined in DNA samples from all study subjects. RESULTS As zonulin concentrations did not correlate to the haptoglobin genotypes, we investigated the specificity of the zonulin ELISA assay using antibody capture experiments, mass spectrometry, and Western blot analysis. Using serum samples that gave the highest or lowest ELISA signals, we detected several proteins that are likely to be captured by the antibody in the present kit. However, none of these proteins corresponds to pre-haptoglobin2. We used increasing concentrations of recombinant pre-haptoglobin2 and complement C3 as one of the representative captured proteins and the ELISA kit did not detect either. Western blot analysis using both the polyclonal antibodies used in this kit and monoclonal antibodies rose against zonulin showed a similar protein recognition pattern but with different intensity of detection. The protein(s) measured using the ELISA kit was (were) significantly increased in patients with diabetes and obesity and correlated strongly with markers of the lipid and glucose metabolism. Combining mass spectrometry and Western blot analysis using the polyclonal antibodies used in the ELISA kit, we identified properdin as another member of the zonulin family. CONCLUSION Our study suggests that the zonulin ELISA does not recognize pre-haptoglobin2, rather structural (and possibly functional) analog proteins belonging to the mannose-associated serine protease family, with properdin being the most likely possible candidate.
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Affiliation(s)
- Lucas Scheffler
- Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany
| | - Alyce Crane
- Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany
| | - Henrike Heyne
- Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany
| | - Anke Tönjes
- Divisions of Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany
| | - Dorit Schleinitz
- Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany
| | - Christian H. Ihling
- Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Michael Stumvoll
- Divisions of Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany
| | - Rachel Freire
- Mucosal Immunology And Biology Research Center, Massachusetts General Hospital––Harvard Medical School, Boston, MA, United States
| | - Maria Fiorentino
- Mucosal Immunology And Biology Research Center, Massachusetts General Hospital––Harvard Medical School, Boston, MA, United States
| | - Alessio Fasano
- Mucosal Immunology And Biology Research Center, Massachusetts General Hospital––Harvard Medical School, Boston, MA, United States
| | - Peter Kovacs
- Leipzig University Medical Center, IFB Adiposity Diseases, Leipzig, Germany
- *Correspondence: John T. Heiker, ; Peter Kovacs,
| | - John T. Heiker
- Faculty of Biosciences, Pharmacy and Psychology, Institute of Biochemistry, University of Leipzig, Leipzig, Germany
- *Correspondence: John T. Heiker, ; Peter Kovacs,
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15
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Bayin NS, Frenster JD, Kane JR, Rubenstein J, Modrek AS, Baitalmal R, Dolgalev I, Rudzenski K, Scarabottolo L, Crespi D, Redaelli L, Snuderl M, Golfinos JG, Doyle W, Pacione D, Parker EC, Chi AS, Heguy A, MacNeil DJ, Shohdy N, Zagzag D, Placantonakis DG. GPR133 (ADGRD1), an adhesion G-protein-coupled receptor, is necessary for glioblastoma growth. Oncogenesis 2016; 5:e263. [PMID: 27775701 PMCID: PMC5117849 DOI: 10.1038/oncsis.2016.63] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 08/09/2016] [Accepted: 08/24/2016] [Indexed: 02/06/2023] Open
Abstract
Glioblastoma (GBM) is a deadly primary brain malignancy with extensive intratumoral hypoxia. Hypoxic regions of GBM contain stem-like cells and are associated with tumor growth and angiogenesis. The molecular mechanisms that regulate tumor growth in hypoxic conditions are incompletely understood. Here, we use primary human tumor biospecimens and cultures to identify GPR133 (ADGRD1), an orphan member of the adhesion family of G-protein-coupled receptors, as a critical regulator of the response to hypoxia and tumor growth in GBM. GPR133 is selectively expressed in CD133+ GBM stem cells (GSCs) and within the hypoxic areas of PPN in human biospecimens. GPR133 mRNA is transcriptionally upregulated by hypoxia in hypoxia-inducible factor 1α (Hif1α)-dependent manner. Genetic inhibition of GPR133 with short hairpin RNA reduces the prevalence of CD133+ GSCs, tumor cell proliferation and tumorsphere formation in vitro. Forskolin rescues the GPR133 knockdown phenotype, suggesting that GPR133 signaling is mediated by cAMP. Implantation of GBM cells with short hairpin RNA-mediated knockdown of GPR133 in the mouse brain markedly reduces tumor xenograft formation and increases host survival. Analysis of the TCGA data shows that GPR133 expression levels are inversely correlated with patient survival. These findings indicate that GPR133 is an important mediator of the hypoxic response in GBM and has significant protumorigenic functions. We propose that GPR133 represents a novel molecular target in GBM and possibly other malignancies where hypoxia is fundamental to pathogenesis.
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Affiliation(s)
- N S Bayin
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
- Kimmel Center for Stem Cell Biology, New York University School of Medicine, New York, NY, USA
| | - J D Frenster
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
- Kimmel Center for Stem Cell Biology, New York University School of Medicine, New York, NY, USA
| | - J R Kane
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
| | - J Rubenstein
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
| | - A S Modrek
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
| | - R Baitalmal
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - I Dolgalev
- Genome Technology Center, New York University School of Medicine, New York, NY, USA
| | - K Rudzenski
- Office for Therapeutic Alliances, New York University School of Medicine, New York, NY, USA
| | | | | | | | - M Snuderl
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Brain Tumor Center, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - J G Golfinos
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
- Brain Tumor Center, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - W Doyle
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
| | - D Pacione
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
| | - E C Parker
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
| | - A S Chi
- Brain Tumor Center, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
- Department of Neurology, New York University School of Medicine, New York, NY, USA
| | - A Heguy
- Genome Technology Center, New York University School of Medicine, New York, NY, USA
| | - D J MacNeil
- Office for Therapeutic Alliances, New York University School of Medicine, New York, NY, USA
| | - N Shohdy
- Office for Therapeutic Alliances, New York University School of Medicine, New York, NY, USA
| | - D Zagzag
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
- Department of Pathology, New York University School of Medicine, New York, NY, USA
- Brain Tumor Center, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
| | - D G Placantonakis
- Department of Neurosurgery, New York University School of Medicine, New York, NY, USA
- Kimmel Center for Stem Cell Biology, New York University School of Medicine, New York, NY, USA
- Brain Tumor Center, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA
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16
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Fischer L, Wilde C, Schöneberg T, Liebscher I. Functional relevance of naturally occurring mutations in adhesion G protein-coupled receptor ADGRD1 (GPR133). BMC Genomics 2016; 17:609. [PMID: 27516204 PMCID: PMC4982218 DOI: 10.1186/s12864-016-2937-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 07/14/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND A large number of human inherited and acquired diseases and phenotypes are caused by mutations in G protein-coupled receptors (GPCR). Genome-wide association studies (GWAS) have shown that variations in the ADGRD1 (GPR133) locus are linked with differences in metabolism, human height and heart frequency. ADGRD1 is a Gs protein-coupled receptor belonging to the class of adhesion GPCRs. RESULTS Analysis of more than 1000 sequenced human genomes revealed approximately 9000 single nucleotide polymorphisms (SNPs) in the human ADGRD1 as listed in public data bases. Approximately 2.4 % of these SNPs are located in exons resulting in 129 non-synonymous SNPs (nsSNPs) at 119 positions of ADGRD1. However, the functional relevance of those variants is unknown. In-depth characterization of these amino acid changes revealed several nsSNPs (A448D, Q600stop, C632fs [frame shift], A761E, N795K) causing full or partial loss of receptor function, while one nsSNP (F383S) significantly increased basal activity of ADGRD1. CONCLUSION Our results show that a broad spectrum of functionally relevant ADGRD1 variants is present in the human population which may cause clinically relevant phenotypes, while being compatible with life when heterozygous.
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Affiliation(s)
- Liane Fischer
- From the Section of Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Johannisallee 30, 04103, Leipzig, Germany
| | - Caroline Wilde
- From the Section of Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Johannisallee 30, 04103, Leipzig, Germany
| | - Torsten Schöneberg
- From the Section of Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Johannisallee 30, 04103, Leipzig, Germany.
| | - Ines Liebscher
- From the Section of Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Johannisallee 30, 04103, Leipzig, Germany.
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17
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Abstract
Adhesion G protein-coupled receptors (aGPCRs) have a long evolutionary history dating back to very basal unicellular eukaryotes. Almost every vertebrate is equipped with a set of different aGPCRs. Genomic sequence data of several hundred extinct and extant species allows for reconstruction of aGPCR phylogeny in vertebrates and non-vertebrates in general but also provides a detailed view into the recent evolutionary history of human aGPCRs. Mining these sequence sources with bioinformatic tools can unveil many facets of formerly unappreciated aGPCR functions. In this review, we extracted such information from the literature and open public sources and provide insights into the history of aGPCR in humans. This includes comprehensive analyses of signatures of selection, variability of human aGPCR genes, and quantitative traits at human aGPCR loci. As indicated by a large number of genome-wide genotype-phenotype association studies, variations in aGPCR contribute to specific human phenotypes. Our survey demonstrates that aGPCRs are significantly involved in adaptation processes, phenotype variations, and diseases in humans.
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Affiliation(s)
- Peter Kovacs
- Integrated Research and Treatment Center (IFB) AdiposityDiseases, Medical Faculty, University of Leipzig, Liebigstr. 21, Leipzig, 04103, Germany.
| | - Torsten Schöneberg
- Institute of Biochemistry, Medical Faculty, University of Leipzig, Johannisallee 30, Leipzig, 04103, Germany.
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18
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Hamann J, Aust G, Araç D, Engel FB, Formstone C, Fredriksson R, Hall RA, Harty BL, Kirchhoff C, Knapp B, Krishnan A, Liebscher I, Lin HH, Martinelli DC, Monk KR, Peeters MC, Piao X, Prömel S, Schöneberg T, Schwartz TW, Singer K, Stacey M, Ushkaryov YA, Vallon M, Wolfrum U, Wright MW, Xu L, Langenhan T, Schiöth HB. International Union of Basic and Clinical Pharmacology. XCIV. Adhesion G protein-coupled receptors. Pharmacol Rev 2015; 67:338-67. [PMID: 25713288 DOI: 10.1124/pr.114.009647] [Citation(s) in RCA: 328] [Impact Index Per Article: 36.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The Adhesion family forms a large branch of the pharmacologically important superfamily of G protein-coupled receptors (GPCRs). As Adhesion GPCRs increasingly receive attention from a wide spectrum of biomedical fields, the Adhesion GPCR Consortium, together with the International Union of Basic and Clinical Pharmacology Committee on Receptor Nomenclature and Drug Classification, proposes a unified nomenclature for Adhesion GPCRs. The new names have ADGR as common dominator followed by a letter and a number to denote each subfamily and subtype, respectively. The new names, with old and alternative names within parentheses, are: ADGRA1 (GPR123), ADGRA2 (GPR124), ADGRA3 (GPR125), ADGRB1 (BAI1), ADGRB2 (BAI2), ADGRB3 (BAI3), ADGRC1 (CELSR1), ADGRC2 (CELSR2), ADGRC3 (CELSR3), ADGRD1 (GPR133), ADGRD2 (GPR144), ADGRE1 (EMR1, F4/80), ADGRE2 (EMR2), ADGRE3 (EMR3), ADGRE4 (EMR4), ADGRE5 (CD97), ADGRF1 (GPR110), ADGRF2 (GPR111), ADGRF3 (GPR113), ADGRF4 (GPR115), ADGRF5 (GPR116, Ig-Hepta), ADGRG1 (GPR56), ADGRG2 (GPR64, HE6), ADGRG3 (GPR97), ADGRG4 (GPR112), ADGRG5 (GPR114), ADGRG6 (GPR126), ADGRG7 (GPR128), ADGRL1 (latrophilin-1, CIRL-1, CL1), ADGRL2 (latrophilin-2, CIRL-2, CL2), ADGRL3 (latrophilin-3, CIRL-3, CL3), ADGRL4 (ELTD1, ETL), and ADGRV1 (VLGR1, GPR98). This review covers all major biologic aspects of Adhesion GPCRs, including evolutionary origins, interaction partners, signaling, expression, physiologic functions, and therapeutic potential.
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Affiliation(s)
- Jörg Hamann
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Gabriela Aust
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Demet Araç
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Felix B Engel
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Caroline Formstone
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Robert Fredriksson
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Randy A Hall
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Breanne L Harty
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Christiane Kirchhoff
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Barbara Knapp
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Arunkumar Krishnan
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Ines Liebscher
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Hsi-Hsien Lin
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - David C Martinelli
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Kelly R Monk
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Miriam C Peeters
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Xianhua Piao
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Simone Prömel
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Torsten Schöneberg
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Thue W Schwartz
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Kathleen Singer
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Martin Stacey
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Yuri A Ushkaryov
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Mario Vallon
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Uwe Wolfrum
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Mathew W Wright
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Lei Xu
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Tobias Langenhan
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
| | - Helgi B Schiöth
- Department of Experimental Immunology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands (J.H.); Department of Surgery, Research Laboratories (G.A), and Institute of Biochemistry (I.L., S.P., T.S.), Medical Faculty, University of Leipzig, Leipzig, Germany; Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, Illinois (D.A.); Department of Nephropathology, Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany (F.B.E.); MRC Centre for Developmental Neurobiology, King's College London, London, United Kingdom (C.F.); Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden (R.F., A.K., H.B.S.); Department of Pharmacology, Emory University School of Medicine, Atlanta, Georgia (R.A.H.); Department of Developmental Biology, Washington University School of Medicine, St. Louis, Missouri (B.L.H., K.R.M.); Department for Andrology, University Hospital Hamburg-Eppendorf, Hamburg, Germany (C.K.); Cell and Matrix Biology, Institute of Zoology, Johannes Gutenberg University Mainz, Mainz, Germany (B.K., U.W.); Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Tao-Yuan, Taiwan (H.-H.L.); Department of Molecular and Cellular Physiology (D.C.M.) and Division of Hematology (M.V.), Stanford University School of Medicine, Stanford, California; Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands (M.C.P.); Department of Neuroscience and Pharmacology and Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark (M.C.P., T.W.S.); Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (X.P., K.S.); Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom (M.S.); Medway School of Pharmacy, University of Kent, Chatham, United Kingdom (Y.A.U.); HUGO Gene Nomen
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Burkhardt R, Kirsten H, Beutner F, Holdt LM, Gross A, Teren A, Tönjes A, Becker S, Krohn K, Kovacs P, Stumvoll M, Teupser D, Thiery J, Ceglarek U, Scholz M. Integration of Genome-Wide SNP Data and Gene-Expression Profiles Reveals Six Novel Loci and Regulatory Mechanisms for Amino Acids and Acylcarnitines in Whole Blood. PLoS Genet 2015; 11:e1005510. [PMID: 26401656 PMCID: PMC4581711 DOI: 10.1371/journal.pgen.1005510] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 08/17/2015] [Indexed: 01/23/2023] Open
Abstract
Profiling amino acids and acylcarnitines in whole blood spots is a powerful tool in the laboratory diagnosis of several inborn errors of metabolism. Emerging data suggests that altered blood levels of amino acids and acylcarnitines are also associated with common metabolic diseases in adults. Thus, the identification of common genetic determinants for blood metabolites might shed light on pathways contributing to human physiology and common diseases. We applied a targeted mass-spectrometry-based method to analyze whole blood concentrations of 96 amino acids, acylcarnitines and pathway associated metabolite ratios in a Central European cohort of 2,107 adults and performed genome-wide association (GWA) to identify genetic modifiers of metabolite concentrations. We discovered and replicated six novel loci associated with blood levels of total acylcarnitine, arginine (both on chromosome 6; rs12210538, rs17657775), propionylcarnitine (chromosome 10; rs12779637), 2-hydroxyisovalerylcarnitine (chromosome 21; rs1571700), stearoylcarnitine (chromosome 1; rs3811444), and aspartic acid traits (chromosome 8; rs750472). Based on an integrative analysis of expression quantitative trait loci in blood mononuclear cells and correlations between gene expressions and metabolite levels, we provide evidence for putative causative genes: SLC22A16 for total acylcarnitines, ARG1 for arginine, HLCS for 2-hydroxyisovalerylcarnitine, JAM3 for stearoylcarnitine via a trans-effect at chromosome 1, and PPP1R16A for aspartic acid traits. Further, we report replication and provide additional functional evidence for ten loci that have previously been published for metabolites measured in plasma, serum or urine. In conclusion, our integrative analysis of SNP, gene-expression and metabolite data points to novel genetic factors that may be involved in the regulation of human metabolism. At several loci, we provide evidence for metabolite regulation via gene-expression and observed overlaps with GWAS loci for common diseases. These results form a strong rationale for subsequent functional and disease-related studies.
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Affiliation(s)
- Ralph Burkhardt
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Holger Kirsten
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- Department for Cell Therapy, Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany
| | - Frank Beutner
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Heart Center Leipzig, Leipzig, Germany
| | - Lesca M. Holdt
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute for Laboratory Medicine, Ludwig-Maximilians University Munich, Munich, Germany
| | - Arnd Gross
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Andrej Teren
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Heart Center Leipzig, Leipzig, Germany
| | - Anke Tönjes
- Medical Department, Clinic for Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany
| | - Susen Becker
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Knut Krohn
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Interdisciplinary Centre for Clinical Research, University of Leipzig, Leipzig, Germany
| | - Peter Kovacs
- Integrated Research and Treatment Center Adiposity Diseases, University of Leipzig, Leipzig Germany
| | - Michael Stumvoll
- Medical Department, Clinic for Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany
- Integrated Research and Treatment Center Adiposity Diseases, University of Leipzig, Leipzig Germany
| | - Daniel Teupser
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute for Laboratory Medicine, Ludwig-Maximilians University Munich, Munich, Germany
| | - Joachim Thiery
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Uta Ceglarek
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Markus Scholz
- LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig Germany
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- * E-mail:
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20
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Identification of the tethered peptide agonist of the adhesion G protein-coupled receptor GPR64/ADGRG2. Biochem Biophys Res Commun 2015; 464:743-7. [DOI: 10.1016/j.bbrc.2015.07.020] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 07/03/2015] [Indexed: 11/22/2022]
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21
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Rohde K, Federbusch M, Horstmann A, Keller M, Villringer A, Stumvoll M, Tönjes A, Kovacs P, Böttcher Y. Genetic variants in AKR1B10 associate with human eating behavior. BMC Genet 2015; 16:31. [PMID: 25887478 PMCID: PMC4379593 DOI: 10.1186/s12863-015-0189-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Accepted: 03/11/2015] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The human Aldoketoreductase 1B10 gene (AKR1B10) encodes one of the enzymes belonging to the family of aldoketoreductases and may be involved in detoxification of nutrients during digestion. Further, AKR1B10 mRNA (messenger ribonucleic acid) expression was diminished in brain regions potentially involved in the regulation of eating behavior in rats which are more sensitive to cocaine and alcohol. We hypothesized that the human AKR1B10 gene may also play a role in the regulation of human eating behavior. RESULTS We investigated the effects of 5 genetic variants of AKR1B10 on human eating behavior among 548 subjects from a German self-contained population, the Sorbs, and in 350 subjects from another independent German cohort. Among the Sorbs, we observed nominal associations with disinhibition at the 5' untranslated region (5' UTR) variant rs10232478 and the intragenic variants rs1834150 and rs782881 (all P ≤ 0.05). Further, we detected a relationship of rs1834150 and rs782881 with waist, smoking consumption (rs782881) and coffee consumption (rs1834150) (all P ≤ 0.05). Albeit non-significant, replication analyses revealed similar effect directions for disinhibition at rs1834150 (combined P = 0.0096). Moreover, in the replication cohort we found rs1834150 related to increased restraint scores with a similar direction as in the Sorbs (combined P = 0.0072). CONCLUSION Our data suggest that genetic variants in the AKR1B10 locus may influence human eating behavior.
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Affiliation(s)
- Kerstin Rohde
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany.
| | - Martin Federbusch
- Max-Planck-Institute for Human Cognitive and Brain Sciences, Department of Neurology, Leipzig, Germany.
| | - Annette Horstmann
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany. .,Max-Planck-Institute for Human Cognitive and Brain Sciences, Department of Neurology, Leipzig, Germany.
| | - Maria Keller
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany.
| | - Arno Villringer
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany. .,Max-Planck-Institute for Human Cognitive and Brain Sciences, Department of Neurology, Leipzig, Germany. .,Clinic of Cognitive Neurology, University of Leipzig, Leipzig, Germany.
| | - Michael Stumvoll
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany. .,Department of Medicine, University of Leipzig, Leipzig, Germany.
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany.
| | - Peter Kovacs
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany.
| | - Yvonne Böttcher
- IFB AdiposityDiseases, University of Leipzig, Leipzig, Germany.
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22
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Mai M, Kovacs P, Stumvoll M, Rosendahl J, Tönjes A. Association between genetic variants in PNPLA3 and serum adiponectin. Liver Int 2015; 35:679-80. [PMID: 25074358 DOI: 10.1111/liv.12648] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Accepted: 07/24/2014] [Indexed: 02/13/2023]
Affiliation(s)
- Manuel Mai
- Department of Medicine, Division of Endocrinology, University of Leipzig, Leipzig, Germany
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23
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Tönjes A, Scholz M, Breitfeld J, Marzi C, Grallert H, Gross A, Ladenvall C, Schleinitz D, Krause K, Kirsten H, Laurila E, Kriebel J, Thorand B, Rathmann W, Groop L, Prokopenko I, Isomaa B, Beutner F, Kratzsch J, Thiery J, Fasshauer M, Klöting N, Gieger C, Blüher M, Stumvoll M, Kovacs P. Genome wide meta-analysis highlights the role of genetic variation in RARRES2 in the regulation of circulating serum chemerin. PLoS Genet 2014; 10:e1004854. [PMID: 25521368 PMCID: PMC4270463 DOI: 10.1371/journal.pgen.1004854] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Accepted: 10/27/2014] [Indexed: 11/18/2022] Open
Abstract
Chemerin is an adipokine proposed to link obesity and chronic inflammation of adipose tissue. Genetic factors determining chemerin release from adipose tissue are yet unknown. We conducted a meta-analysis of genome-wide association studies (GWAS) for serum chemerin in three independent cohorts from Europe: Sorbs and KORA from Germany and PPP-Botnia from Finland (total N = 2,791). In addition, we measured mRNA expression of genes within the associated loci in peripheral mononuclear cells by micro-arrays, and within adipose tissue by quantitative RT-PCR and performed mRNA expression quantitative trait and expression-chemerin association studies to functionally substantiate our loci. Heritability estimate of circulating chemerin levels was 16.2% in the Sorbs cohort. Thirty single nucleotide polymorphisms (SNPs) at chromosome 7 within the retinoic acid receptor responder 2 (RARRES2)/Leucine Rich Repeat Containing (LRRC61) locus reached genome-wide significance (p<5.0×10−8) in the meta-analysis (the strongest evidence for association at rs7806429 with p = 7.8×10−14, beta = −0.067, explained variance 2.0%). All other SNPs within the cluster were in linkage disequilibrium with rs7806429 (minimum r2 = 0.43 in the Sorbs cohort). The results of the subgroup analyses of males and females were consistent with the results found in the total cohort. No significant SNP-sex interaction was observed. rs7806429 was associated with mRNA expression of RARRES2 in visceral adipose tissue in women (p<0.05 after adjusting for age and body mass index). In conclusion, the present meta-GWAS combined with mRNA expression studies highlights the role of genetic variation in the RARRES2 locus in the regulation of circulating chemerin concentrations. Chemerin is an adipokine proposed to link obesity and chronic inflammation of adipose tissue. In the present study we show that circulating chemerin is a heritable trait. In a meta-analysis of genome-wide association studies (GWAS) of 2,791 individuals from Germany and Finland, we identified common genetic variants which associate with serum chemerin levels. The variants map within the retinoic acid receptor responder 2 (RARRES2)/Leucine Rich Repeat Containing (LRRC61) at chromosome 7. To better understand the potential functionality of the identified variants, we also provide insights into the mRNA expression of RARRES2 (encoding chemerin) in blood and adipose tissue. Our results highlight the role and function of genetic variation in the RARRES2 locus in the regulation of circulating chemerin concentrations.
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Affiliation(s)
- Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Markus Scholz
- Institute of Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Center, University of Leipzig, Leipzig, Germany
| | - Jana Breitfeld
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Carola Marzi
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Harald Grallert
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Arnd Gross
- Institute of Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Center, University of Leipzig, Leipzig, Germany
| | - Claes Ladenvall
- Department of Clinical Sciences, Diabetes and Endocrinology, Lund University and Lund University Diabetes Centre, CRC at Skåne University Hospital, Malmö, Sweden
| | | | - Kerstin Krause
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Holger Kirsten
- Institute of Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
- LIFE Research Center, University of Leipzig, Leipzig, Germany
- Department for Cell Therapy, Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany
| | - Esa Laurila
- Department of Clinical Sciences, Diabetes and Endocrinology, Lund University and Lund University Diabetes Centre, CRC at Skåne University Hospital, Malmö, Sweden
| | - Jennifer Kriebel
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Barbara Thorand
- Institute of Epidemiology II, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, München, Germany
| | - Wolfgang Rathmann
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Leif Groop
- Department of Clinical Sciences, Diabetes and Endocrinology, Lund University and Lund University Diabetes Centre, CRC at Skåne University Hospital, Malmö, Sweden
| | - Inga Prokopenko
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom
- Department of Genomics of Common Diseases, Imperial College London, London, United Kingdom
| | - Bo Isomaa
- Department of Social Services and Health Care, Jakobstad, Finland
- Folkhälsan Research Centre, Helsinki, Finland
| | - Frank Beutner
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Jürgen Kratzsch
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Joachim Thiery
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital Leipzig, Leipzig, Germany
| | - Mathias Fasshauer
- Department of Medicine, University of Leipzig, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Nora Klöting
- Department of Medicine, University of Leipzig, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Matthias Blüher
- Department of Medicine, University of Leipzig, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Michael Stumvoll
- Department of Medicine, University of Leipzig, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
- * E-mail: (MSt); (PK)
| | - Peter Kovacs
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
- * E-mail: (MSt); (PK)
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24
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Kogelman LJA, Cirera S, Zhernakova DV, Fredholm M, Franke L, Kadarmideen HN. Identification of co-expression gene networks, regulatory genes and pathways for obesity based on adipose tissue RNA Sequencing in a porcine model. BMC Med Genomics 2014; 7:57. [PMID: 25270054 PMCID: PMC4183073 DOI: 10.1186/1755-8794-7-57] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Accepted: 09/24/2014] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Obesity is a complex metabolic condition in strong association with various diseases, like type 2 diabetes, resulting in major public health and economic implications. Obesity is the result of environmental and genetic factors and their interactions, including genome-wide genetic interactions. Identification of co-expressed and regulatory genes in RNA extracted from relevant tissues representing lean and obese individuals provides an entry point for the identification of genes and pathways of importance to the development of obesity. The pig, an omnivorous animal, is an excellent model for human obesity, offering the possibility to study in-depth organ-level transcriptomic regulations of obesity, unfeasible in humans. Our aim was to reveal adipose tissue co-expression networks, pathways and transcriptional regulations of obesity using RNA Sequencing based systems biology approaches in a porcine model. METHODS We selected 36 animals for RNA Sequencing from a previously created F2 pig population representing three extreme groups based on their predicted genetic risks for obesity. We applied Weighted Gene Co-expression Network Analysis (WGCNA) to detect clusters of highly co-expressed genes (modules). Additionally, regulator genes were detected using Lemon-Tree algorithms. RESULTS WGCNA revealed five modules which were strongly correlated with at least one obesity-related phenotype (correlations ranging from -0.54 to 0.72, P < 0.001). Functional annotation identified pathways enlightening the association between obesity and other diseases, like osteoporosis (osteoclast differentiation, P = 1.4E-7), and immune-related complications (e.g. Natural killer cell mediated cytotoxity, P = 3.8E-5; B cell receptor signaling pathway, P = 7.2E-5). Lemon-Tree identified three potential regulator genes, using confident scores, for the WGCNA module which was associated with osteoclast differentiation: CCR1, MSR1 and SI1 (probability scores respectively 95.30, 62.28, and 34.58). Moreover, detection of differentially connected genes identified various genes previously identified to be associated with obesity in humans and rodents, e.g. CSF1R and MARC2. CONCLUSIONS To our knowledge, this is the first study to apply systems biology approaches using porcine adipose tissue RNA-Sequencing data in a genetically characterized porcine model for obesity. We revealed complex networks, pathways, candidate and regulatory genes related to obesity, confirming the complexity of obesity and its association with immune-related disorders and osteoporosis.
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Affiliation(s)
| | | | | | | | | | - Haja N Kadarmideen
- Department of Veterinary Clinical and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Grønnegårdsvej 7, 1870, Frederiksberg, Denmark.
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25
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Du M, Auer PL, Jiao S, Haessler J, Altshuler D, Boerwinkle E, Carlson CS, Carty CL, Chen YDI, Curtis K, Franceschini N, Hsu L, Jackson R, Lange LA, Lettre G, Monda KL, Nickerson DA, Reiner AP, Rich SS, Rosse SA, Rotter JI, Willer CJ, Wilson JG, North K, Kooperberg C, Heard-Costa N, Peters U. Whole-exome imputation of sequence variants identified two novel alleles associated with adult body height in African Americans. Hum Mol Genet 2014; 23:6607-15. [PMID: 25027330 DOI: 10.1093/hmg/ddu361] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Adult body height is a quantitative trait for which genome-wide association studies (GWAS) have identified numerous loci, primarily in European populations. These loci, comprising common variants, explain <10% of the phenotypic variance in height. We searched for novel associations between height and common (minor allele frequency, MAF ≥5%) or infrequent (0.5% < MAF < 5%) variants across the exome in African Americans. Using a reference panel of 1692 African Americans and 471 Europeans from the National Heart, Lung, and Blood Institute's (NHLBI) Exome Sequencing Project (ESP), we imputed whole-exome sequence data into 13 719 African Americans with existing array-based GWAS data (discovery). Variants achieving a height-association threshold of P < 5E-06 in the imputed dataset were followed up in an independent sample of 1989 African Americans with whole-exome sequence data (replication). We used P < 2.5E-07 (=0.05/196 779 variants) to define statistically significant associations in meta-analyses combining the discovery and replication sets (N = 15 708). We discovered and replicated three independent loci for association: 5p13.3/C5orf22/rs17410035 (MAF = 0.10, β = 0.64 cm, P = 8.3E-08), 13q14.2/SPRYD7/rs114089985 (MAF = 0.03, β = 1.46 cm, P = 4.8E-10) and 17q23.3/GH2/rs2006123 (MAF = 0.30; β = 0.47 cm; P = 4.7E-09). Conditional analyses suggested 5p13.3 (C5orf22/rs17410035) and 13q14.2 (SPRYD7/rs114089985) may harbor novel height alleles independent of previous GWAS-identified variants (r(2) with GWAS loci <0.01); whereas 17q23.3/GH2/rs2006123 was correlated with GWAS-identified variants in European and African populations. Notably, 13q14.2/rs114089985 is infrequent in African Americans (MAF = 3%), extremely rare in European Americans (MAF = 0.03%), and monomorphic in Asian populations, suggesting it may be an African-American-specific height allele. Our findings demonstrate that whole-exome imputation of sequence variants can identify low-frequency variants and discover novel variants in non-European populations.
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Affiliation(s)
- Mengmeng Du
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA, School of Public Health and Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA,
| | - Paul L Auer
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA, University of Wisconsin-Milwaukee Joseph J. Zilber School of Public Health, Biostatistics, Milwaukee, WI, USA
| | - Shuo Jiao
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jeffrey Haessler
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - David Altshuler
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - Eric Boerwinkle
- Human Genetics Center, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Christopher S Carlson
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Cara L Carty
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Yii-Der Ida Chen
- Los Angeles Biomedical Research Institute, LABioMed at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Keith Curtis
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Nora Franceschini
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rebecca Jackson
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Leslie A Lange
- Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Guillaume Lettre
- Medicine, Montreal Heart Institute and Université de Montréal, Montreal, QC, Canada
| | - Keri L Monda
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA
| | | | | | - Alex P Reiner
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Stephanie A Rosse
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jerome I Rotter
- Los Angeles Biomedical Research Institute, LABioMed at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Cristen J Willer
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James G Wilson
- Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS, USA and
| | - Kari North
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Nancy Heard-Costa
- Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA,
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26
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Liebscher I, Schöneberg T, Prömel S. Progress in demystification of adhesion G protein-coupled receptors. Biol Chem 2014; 394:937-50. [PMID: 23518449 DOI: 10.1515/hsz-2013-0109] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2013] [Accepted: 03/19/2013] [Indexed: 02/03/2023]
Abstract
Adhesion G protein-coupled receptors (aGPCR) form the second largest class of GPCR. They are phylogenetically old and have been highly conserved during evolution. Mutations in representatives of this class are associated with severe diseases such as Usher Syndrome, a combined congenital deaf-blindness, or bifrontal parietal polymicrogyria. The main characteristics of aGPCR are their enormous size and the complexity of their N termini. They contain a highly conserved GPCR proteolytic site (GPS) and several functional domains that have been implicated in cell-cell and cell-matrix interactions. Adhesion GPCR have been proposed to serve a dual function as adhesion molecules and as classical receptors. However, until recently there was no proof that aGPCR indeed couple to G proteins or even function as classical receptors. In this review, we have summarized and discussed recent evidence that aGPCR present many functional features of classical GPCR, including multiple G protein-coupling abilities, G protein-independent signaling and oligomerization, but also specific signaling properties only found in aGPCR.
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Affiliation(s)
- Ines Liebscher
- Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Johannisallee 30, D-04103 Leipzig, Germany
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27
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Stäubert C, Le Duc D, Schöneberg T. Examining the Dynamic Evolution of G Protein-Coupled Receptors. METHODS IN PHARMACOLOGY AND TOXICOLOGY 2014. [DOI: 10.1007/978-1-62703-779-2_2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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Mai M, Tönjes A, Kovacs P, Stumvoll M, Fiedler GM, Leichtle AB. Serum levels of acylcarnitines are altered in prediabetic conditions. PLoS One 2013; 8:e82459. [PMID: 24358186 PMCID: PMC3865089 DOI: 10.1371/journal.pone.0082459] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Accepted: 11/01/2013] [Indexed: 12/25/2022] Open
Abstract
Objective The role of mitochondrial function in the complex pathogenesis of type 2 diabetes is not yet completely understood. Therefore, the aim of this study was to investigate serum concentrations of short-, medium- and long-chain acylcarnitines as markers of mitochondrial function in volunteers with normal, impaired or diabetic glucose control. Methods Based on a 75 g oral glucose tolerance test, 1019 studied subjects were divided into a group with normal glucose tolerance (NGT; n = 636), isolated impaired fasting glycaemia (IFG; n = 184), impaired glucose tolerance (IGT; n = 87) or type 2 diabetes (T2D; n = 112). Serum concentrations of free carnitine and 24 acylcarnitines were measured by mass spectrometry. Results Serum levels of acetylcarnitine (C2), propionylcarnitine (C3), octanoylcarnitine (C8), malonylcarnitine/hydroxybutyrylcarnitine (C3DC+C4OH), hexanoylcarnitine (C6), octenoylcarnitine (C8:1), decanoylcarnitine (C10), decenoylcarnitine (C10:1), dodecanoylcarnitine (C12), tetradecenoylcarnitine (C14:1), tetradecadienylcarnitine (C14:2), hydroxytetradecanoylcarnitine (C14OH), hydroxyhexadecanoylcarnitine (C16OH) and octadecenoylcarnitine (C18:1) were significantly different among the groups (all p<0.05 adjusted for age, gender and BMI). Between the prediabetic states C14:1, C14:2 and C18:1 showed significantly higher serum concentrations in persons with IGT (p<0.05). Compared to T2D the IFG and the IGT subjects showed lower serum concentrations of malonylcarnitine/hydroxybutyrylcarnitine (C3DC+C4OH) (p<0.05). Conclusion Alterations in serum concentrations of several acylcarnitines, in particular tetradecenoylcarnitine (C14:1), tetradecadienylcarnitine (C14:2), octadecenoylcarnitine (C18:1) and malonylcarnitine/hydroxybutyrylcarnitine (C3DC+C4OH) are associated not only with T2D but also with prediabetic states.
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Affiliation(s)
- Manuel Mai
- Division of Endocrinology, Department for Internal Medicine, Neurology and Dermatology, University of Leipzig, Leipzig, Germany
- * E-mail:
| | - Anke Tönjes
- Division of Endocrinology, Department for Internal Medicine, Neurology and Dermatology, University of Leipzig, Leipzig, Germany
| | - Peter Kovacs
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Michael Stumvoll
- Division of Endocrinology, Department for Internal Medicine, Neurology and Dermatology, University of Leipzig, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | - Georg Martin Fiedler
- Center of Laboratory Medicine, University Institute of Clinical Chemistry, Inselspital – Bern University Hospital, Bern, Switzerland
| | - Alexander Benedikt Leichtle
- Center of Laboratory Medicine, University Institute of Clinical Chemistry, Inselspital – Bern University Hospital, Bern, Switzerland
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29
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Keller M, Schleinitz D, Förster J, Tönjes A, Böttcher Y, Fischer-Rosinsky A, Breitfeld J, Weidle K, Rayner NW, Burkhardt R, Enigk B, Müller I, Halbritter J, Koriath M, Pfeiffer A, Krohn K, Groop L, Spranger J, Stumvoll M, Kovacs P. THOC5: a novel gene involved in HDL-cholesterol metabolism. J Lipid Res 2013; 54:3170-6. [PMID: 24023261 DOI: 10.1194/jlr.m039420] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Although numerous genes are known to regulate serum lipid traits, identified variants explain only a small proportion of the expected heritability. We intended to identify further genetic variants associated with lipid phenotypes in a self-contained population of Sorbs in Germany. We performed a genome-wide association study (GWAS) on LDL-cholesterol, HDL-cholesterol (HDL-C), and triglyceride (TG) levels in 839 Sorbs. All single-nucleotide polymorphisms with a P value <0.01 were subjected to a meta-analysis, including an independent Swedish cohort (Diabetes Genetics Initiative; n = ∼3,100). Novel association signals with the strongest effects were subjected to replication studies in an additional German cohort (Berlin, n = 2,031). In the initial GWAS in the Sorbs, we identified 14 loci associated with lipid phenotypes reaching P values <10⁻⁵ and confirmed significant effects for 18 previously reported loci. The combined meta-analysis of the three study cohorts (n(HDL) = 6041; n(LDL) = 5,995; n(TG) = 6,087) revealed a novel association for a variant in THOC5 (rs8135828) with serum HDL-C levels (P = 1.78 × 10⁻⁷; Z-score = -5.221). Consistently, the variant was also associated with circulating APOA1 levels in Sorbs. The small interfering RNA-mediated mRNA silencing of THOC5 in HepG2 cells resulted in lower mRNA levels of APOA1, SCARB1, and ABCG8 (all P < 0.05). We propose THOC5 to be a novel gene involved in the regulation of serum HDL-C levels.
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Affiliation(s)
- Maria Keller
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
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30
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Breitfeld J, Heiker JT, Böttcher Y, Schleinitz D, Tönjes A, Weidle K, Krause K, Kuettner EB, Scholz M, Kiess W, Sträter N, Beck-Sickinger AG, Stumvoll M, Körner A, Blüher M, Kovacs P. Analysis of a rare functional truncating mutation rs61757459 in vaspin (SERPINA12) on circulating vaspin levels. J Mol Med (Berl) 2013; 91:1285-92. [PMID: 23756768 DOI: 10.1007/s00109-013-1062-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2013] [Revised: 05/17/2013] [Accepted: 05/30/2013] [Indexed: 11/30/2022]
Abstract
UNLABELLED A recent genome-wide association study suggests that genetic variation within the vaspin gene might contribute to the variability in circulating serum visceral adipose tissue-derived serine protease inhibitor (vaspin) concentrations. Here, we analyzed the functional consequences of the rare variant rs61757459 predicting a premature stop codon and its impact on circulating serum vaspin concentrations. In order to identify genetic variation, we sequenced the vaspin gene in 48 nonrelated Caucasian subjects. Rs61757459 was subsequently genotyped in three metabolically well-characterized German cohorts (N = 4,019). We addressed the impact of rs61757459 on the crystal structure of vaspin and investigated its effects on vaspin expression in vivo as well as in vitro using various cell lines (Escherichia coli, HEK293). Along with previously reported common genetic variants, sequencing of vaspin revealed a rare variant (rs61757459; minor allele frequency: 1 %) which predicts a premature stop codon p.R211X. Heterozygous carriers of this mutation had lower circulating vaspin levels when compared with noncarriers. In silico structure analysis of the truncated vaspin, which was estimated to be 24.5 kDa, suggested misfolding and potential instability due to the absence of core structural domains. Indeed, the truncated protein was detected after recombinant expression in E. coli and in lysate, but not in supernatant of HEK293 cells. We conclude that rs61757459 is a functional mutation that results in a truncated protein whose instability likely results in reduced serum vaspin levels. KEY MESSAGE A rare variant (rs61757459) in vaspin coding for the stop codon p.R211X is related to lower circulating vaspin concentrations. Structure analysis suggests misfolding and instability due to the absence of core structural domains. The truncated protein is detectable after recombinant expression in E. coli and in lysate, but not in supernatant of HEK293 cells.
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Affiliation(s)
- Jana Breitfeld
- Department of Medicine, University of Leipzig, Leipzig, Germany
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31
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Randall JC, Winkler TW, Kutalik Z, Berndt SI, Jackson AU, Monda KL, Kilpeläinen TO, Esko T, Mägi R, Li S, Workalemahu T, Feitosa MF, Croteau-Chonka DC, Day FR, Fall T, Ferreira T, Gustafsson S, Locke AE, Mathieson I, Scherag A, Vedantam S, Wood AR, Liang L, Steinthorsdottir V, Thorleifsson G, Dermitzakis ET, Dimas AS, Karpe F, Min JL, Nicholson G, Clegg DJ, Person T, Krohn JP, Bauer S, Buechler C, Eisinger K, Bonnefond A, Froguel P, Hottenga JJ, Prokopenko I, Waite LL, Harris TB, Smith AV, Shuldiner AR, McArdle WL, Caulfield MJ, Munroe PB, Grönberg H, Chen YDI, Li G, Beckmann JS, Johnson T, Thorsteinsdottir U, Teder-Laving M, Khaw KT, Wareham NJ, Zhao JH, Amin N, Oostra BA, Kraja AT, Province MA, Cupples LA, Heard-Costa NL, Kaprio J, Ripatti S, Surakka I, Collins FS, Saramies J, Tuomilehto J, Jula A, Salomaa V, Erdmann J, Hengstenberg C, Loley C, Schunkert H, Lamina C, Wichmann HE, Albrecht E, Gieger C, Hicks AA, Johansson Å, Pramstaller PP, Kathiresan S, Speliotes EK, Penninx B, Hartikainen AL, Jarvelin MR, Gyllensten U, Boomsma DI, Campbell H, Wilson JF, Chanock SJ, Farrall M, Goel A, Medina-Gomez C, Rivadeneira F, Estrada K, Uitterlinden AG, Hofman A, Zillikens MC, den Heijer M, Kiemeney LA, Maschio A, Hall P, Tyrer J, Teumer A, Völzke H, Kovacs P, Tönjes A, Mangino M, Spector TD, Hayward C, Rudan I, Hall AS, Samani NJ, Attwood AP, Sambrook JG, Hung J, Palmer LJ, Lokki ML, Sinisalo J, Boucher G, Huikuri H, Lorentzon M, Ohlsson C, Eklund N, Eriksson JG, Barlassina C, Rivolta C, Nolte IM, Snieder H, Van der Klauw MM, Van Vliet-Ostaptchouk JV, Gejman PV, Shi J, Jacobs KB, Wang Z, Bakker SJL, Mateo Leach I, Navis G, van der Harst P, Martin NG, Medland SE, Montgomery GW, Yang J, Chasman DI, Ridker PM, Rose LM, Lehtimäki T, Raitakari O, Absher D, Iribarren C, Basart H, Hovingh KG, Hyppönen E, Power C, Anderson D, Beilby JP, Hui J, Jolley J, Sager H, Bornstein SR, Schwarz PEH, Kristiansson K, Perola M, Lindström J, Swift AJ, Uusitupa M, Atalay M, Lakka TA, Rauramaa R, Bolton JL, Fowkes G, Fraser RM, Price JF, Fischer K, KrjutÅ¡kov K, Metspalu A, Mihailov E, Langenberg C, Luan J, Ong KK, Chines PS, Keinanen-Kiukaanniemi SM, Saaristo TE, Edkins S, Franks PW, Hallmans G, Shungin D, Morris AD, Palmer CNA, Erbel R, Moebus S, Nöthen MM, Pechlivanis S, Hveem K, Narisu N, Hamsten A, Humphries SE, Strawbridge RJ, Tremoli E, Grallert H, Thorand B, Illig T, Koenig W, Müller-Nurasyid M, Peters A, Boehm BO, Kleber ME, März W, Winkelmann BR, Kuusisto J, Laakso M, Arveiler D, Cesana G, Kuulasmaa K, Virtamo J, Yarnell JWG, Kuh D, Wong A, Lind L, de Faire U, Gigante B, Magnusson PKE, Pedersen NL, Dedoussis G, Dimitriou M, Kolovou G, Kanoni S, Stirrups K, Bonnycastle LL, Njølstad I, Wilsgaard T, Ganna A, Rehnberg E, Hingorani A, Kivimaki M, Kumari M, Assimes TL, Barroso I, Boehnke M, Borecki IB, Deloukas P, Fox CS, Frayling T, Groop LC, Haritunians T, Hunter D, Ingelsson E, Kaplan R, Mohlke KL, O'Connell JR, Schlessinger D, Strachan DP, Stefansson K, van Duijn CM, Abecasis GR, McCarthy MI, Hirschhorn JN, Qi L, Loos RJF, Lindgren CM, North KE, Heid IM. Sex-stratified genome-wide association studies including 270,000 individuals show sexual dimorphism in genetic loci for anthropometric traits. PLoS Genet 2013; 9:e1003500. [PMID: 23754948 PMCID: PMC3674993 DOI: 10.1371/journal.pgen.1003500] [Citation(s) in RCA: 303] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2012] [Accepted: 03/15/2013] [Indexed: 12/28/2022] Open
Abstract
Given the anthropometric differences between men and women and previous evidence of sex-difference in genetic effects, we conducted a genome-wide search for sexually dimorphic associations with height, weight, body mass index, waist circumference, hip circumference, and waist-to-hip-ratio (133,723 individuals) and took forward 348 SNPs into follow-up (additional 137,052 individuals) in a total of 94 studies. Seven loci displayed significant sex-difference (FDR<5%), including four previously established (near GRB14/COBLL1, LYPLAL1/SLC30A10, VEGFA, ADAMTS9) and three novel anthropometric trait loci (near MAP3K1, HSD17B4, PPARG), all of which were genome-wide significant in women (P<5×10(-8)), but not in men. Sex-differences were apparent only for waist phenotypes, not for height, weight, BMI, or hip circumference. Moreover, we found no evidence for genetic effects with opposite directions in men versus women. The PPARG locus is of specific interest due to its role in diabetes genetics and therapy. Our results demonstrate the value of sex-specific GWAS to unravel the sexually dimorphic genetic underpinning of complex traits.
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Affiliation(s)
- Joshua C. Randall
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Thomas W. Winkler
- Department of Genetic Epidemiology, Institute of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
| | - Zoltán Kutalik
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Sonja I. Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, United States of America
| | - Anne U. Jackson
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Keri L. Monda
- Department of Epidemiology, School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Tuomas O. Kilpeläinen
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Tõnu Esko
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Reedik Mägi
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Shengxu Li
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
- Department of Epidemiology, Tulane School of Public Health and Tropical Medicine, New Orleans, Louisiana, United States of America
| | - Tsegaselassie Workalemahu
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Mary F. Feitosa
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Damien C. Croteau-Chonka
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Felix R. Day
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Tove Fall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Teresa Ferreira
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Stefan Gustafsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Adam E. Locke
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Iain Mathieson
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Andre Scherag
- Institute for Medical Informatics, Biometry and Epidemiology (IMIBE), University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Sailaja Vedantam
- Divisions of Genetics and Endocrinology and Program in Genomics, Children's Hospital, Boston, Massachusetts, United States of America
- Metabolism Initiative and Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts, United States of America
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Andrew R. Wood
- Genetics of Complex Traits, Peninsula College of Medicine and Dentistry, University of Exeter, Exeter, United Kingdom
| | - Liming Liang
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | | | | | - Emmanouil T. Dermitzakis
- Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland
| | - Antigone S. Dimas
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
- Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland
- Biomedical Sciences Research Center Al. Fleming, Vari, Greece
| | - Fredrik Karpe
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom
| | - Josine L. Min
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - George Nicholson
- Department of Statistics, University of Oxford, Oxford, United Kingdom
- MRC Harwell, Harwell, United Kingdom
| | - Deborah J. Clegg
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Thomas Person
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Jon P. Krohn
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Sabrina Bauer
- Regensburg University Medical Center, Innere Medizin I, Regensburg, Germany
| | - Christa Buechler
- Regensburg University Medical Center, Innere Medizin I, Regensburg, Germany
| | - Kristina Eisinger
- Regensburg University Medical Center, Innere Medizin I, Regensburg, Germany
| | | | | | - Philippe Froguel
- CNRS UMR8199-IBL-Institut Pasteur de Lille, Lille, France
- Department of Genomics of Common Disease, School of Public Health, Imperial College London, London, United Kingdom
| | | | - Jouke-Jan Hottenga
- Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands
| | - Inga Prokopenko
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom
| | - Lindsay L. Waite
- Hudson Alpha Institute for Biotechnology, Huntsville, Alabama, United States of America
| | - Tamara B. Harris
- Laboratory of Epidemiology, Demography, Biometry, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Albert Vernon Smith
- Icelandic Heart Association, Kopavogur, Iceland
- University of Iceland, Reykjavik, Iceland
| | - Alan R. Shuldiner
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Geriatrics Research and Education Clinical Center, Baltimore Veterans Administration Medical Center, Baltimore, Maryland, United States of America
| | - Wendy L. McArdle
- School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Mark J. Caulfield
- Clinical Pharmacology and Barts and The London Genome Centre, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Patricia B. Munroe
- Clinical Pharmacology and Barts and The London Genome Centre, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Henrik Grönberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Yii-Der Ida Chen
- Department of OB/GYN and Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, California, United States of America
| | - Guo Li
- Cardiovascular Health Research Unit, University of Washington, Seattle, Washington, United States of America
| | - Jacques S. Beckmann
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois (CHUV) University Hospital, Lausanne, Switzerland
| | - Toby Johnson
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Clinical Pharmacology and Barts and The London Genome Centre, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Unnur Thorsteinsdottir
- deCODE Genetics, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | | | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, Cambridge, United Kingdom
| | - Nicholas J. Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Jing Hua Zhao
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Najaf Amin
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
- Centre for Medical Systems Biology & Netherlands Consortium on Healthy Aging, Leiden, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
| | - Aldi T. Kraja
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Michael A. Province
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - L. Adrienne Cupples
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - Nancy L. Heard-Costa
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Jaakko Kaprio
- National Institute for Health and Welfare, Unit for Child and Adolescent Psychiatry, Helsinki, Finland
- Finnish Twin Cohort Study, Department of Public Health, University of Helsinki, Helsinki, Finland
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Samuli Ripatti
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Unit of Public Health Genomics, Helsinki, Finland
| | - Ida Surakka
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Unit of Public Health Genomics, Helsinki, Finland
| | - Francis S. Collins
- Genome Technology Branch, National Human Genome Research Institute, NIH, Bethesda, Maryland, United States of America
| | | | - Jaakko Tuomilehto
- Red RECAVA Grupo RD06/0014/0015, Hospital Universitario, La Paz, Madrid, Spain
- Centre for Vascular Prevention, Danube-University Krems, Krems, Austria
- National Institute for Health and Welfare, Diabetes Prevention Unit, Helsinki, Finland
- South Ostrobothnia Central Hospital, Seinajoki, Finland
| | - Antti Jula
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Population Studies Unit, Turku, Finland
| | - Veikko Salomaa
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Chronic Disease Epidemiology and Prevention Unit, Helsinki, Finland
| | - Jeanette Erdmann
- Nordic Center of Cardiovascular Research (NCCR), Lübeck, Germany
- Universität zu Lübeck, Medizinische Klinik II, Lübeck, Germany
| | - Christian Hengstenberg
- Institut für Medizinische Biometrie und Statistik, Universität zu Lübeck, Universitätsklinikum Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Christina Loley
- Universität zu Lübeck, Medizinische Klinik II, Lübeck, Germany
- Deutsches Herzzentrum München and DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany
| | - Heribert Schunkert
- Deutsches Herzzentrum München and DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany
| | - Claudia Lamina
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Innsbruck Medical University, Innsbruck, Austria
| | - H. Erich Wichmann
- Institute of Epidemiology I, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig-Maximilians-Universität, and Klinikum Grosshadern, Munich, Germany
| | - Eva Albrecht
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Andrew A. Hicks
- Center for Biomedicine, European Academy Bozen/Bolzano (EURAC), Bolzano/Bozen, Italy, Affiliated Institute of the University of Lübeck, Lübeck, Germany
| | - Åsa Johansson
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
- Uppsala Clinical Research Center, Uppsala University Hospital, Uppsala, Sweden
| | - Peter P. Pramstaller
- Center for Biomedicine, European Academy Bozen/Bolzano (EURAC), Bolzano/Bozen, Italy, Affiliated Institute of the University of Lübeck, Lübeck, Germany
- Department of Neurology, General Central Hospital, Bolzano, Italy
- Department of Neurology, University of Lübeck, Lübeck, Germany
| | - Sekar Kathiresan
- Cardiovascular Research Center and Cardiology Division, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Program in Medical and Population Genetics, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Elizabeth K. Speliotes
- Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Brenda Penninx
- Department of Psychiatry, University Medical Centre Groningen, Groningen, The Netherlands
| | - Anna-Liisa Hartikainen
- Department of Clinical Sciences/Obstetrics and Gynecology, University of Oulu, Oulu, Finland
| | - Marjo-Riitta Jarvelin
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, United Kingdom
- Institute of Health Sciences, University of Oulu, Oulu, Finland
- Biocenter Oulu, University of Oulu, Oulu, Finland
- National Institute for Health and Welfare, Oulu, Finland
| | - Ulf Gyllensten
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Dorret I. Boomsma
- Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands
| | - Harry Campbell
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - James F. Wilson
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Stephen J. Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, United States of America
| | - Martin Farrall
- Cardiovascular Medicine, University of Oxford, Wellcome Trust Centre for Human Genetics, Oxford, United Kingdom
| | - Anuj Goel
- Cardiovascular Medicine, University of Oxford, Wellcome Trust Centre for Human Genetics, Oxford, United Kingdom
| | - Carolina Medina-Gomez
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Karol Estrada
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
| | - M. Carola Zillikens
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Martin den Heijer
- Department of Internal Medicine, VU University Medical Centre, Amsterdam, The Netherlands
| | - Lambertus A. Kiemeney
- Department of Epidemiology, Biostatistics and HTA, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
- Department of Urology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
- Comprehensive Cancer Center East, Nijmegen, The Netherlands
| | - Andrea Maschio
- Istituto di Neurogenetica e Neurofarmacologia del CNR, Monserrato, Cagliari, Italy
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Jonathan Tyrer
- Department of Oncology, University of Cambridge, Cambridge, United Kingdom
| | - Alexander Teumer
- Interfaculty Institute for Genetics and Functional Genomics, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany
| | - Henry Völzke
- Institute for Community Medicine, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany
| | - Peter Kovacs
- Interdisciplinary Centre for Clinical Research, University of Leipzig, Leipzig, Germany
| | - Anke Tönjes
- University of Leipzig, IFB Adiposity Diseases, Leipzig, Germany
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Massimo Mangino
- Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom
| | - Tim D. Spector
- Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom
| | - Caroline Hayward
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, Western General Hospital, Edinburgh, United Kingdom
| | - Igor Rudan
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Alistair S. Hall
- Division of Cardiovascular and Neuronal Remodelling, Multidisciplinary Cardiovascular Research Centre, Leeds Institute of Genetics, Health and Therapeutics, University of Leeds, Leeds, United Kingdom
| | - Nilesh J. Samani
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester, United Kingdom
- Leicester NIHR Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom
| | - Antony Paul Attwood
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Jennifer G. Sambrook
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
- NHS Blood and Transplant, Cambridge Centre, Cambridge, United Kingdom
| | - Joseph Hung
- School of Medicine and Pharmacology, The University of Western Australia, Nedlands, Western Austrailia, Australia
- Busselton Population Medical Research Foundation Inc., Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Lyle J. Palmer
- Genetic Epidemiology and Biostatistics Platform, Ontario Institute for Cancer Research, Toronto, Canada
- Prosserman Centre for Health Research, Samuel Lunenfeld Research Institute, Toronto, Canada
| | - Marja-Liisa Lokki
- Transplantation Laboratory, Haartman Institute, University of Helsinki, Helsinki, Finland
| | - Juha Sinisalo
- Division of Cardiology, Cardiovascular Laboratory, Helsinki University Central Hospital, Helsinki, Finland
| | | | - Heikki Huikuri
- Institute of Clinical Medicine, Department of Internal Medicine, University of Oulu, Oulu, Finland
| | - Mattias Lorentzon
- Department of Internal Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Claes Ohlsson
- Department of Internal Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Niina Eklund
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Unit of Public Health Genomics, Helsinki, Finland
| | - Johan G. Eriksson
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland
- National Institute for Health and Welfare, Helsinki, Finland
- Helsinki University Central Hospital, Unit of General Practice, Helsinki, Finland
| | - Cristina Barlassina
- University of Milan, Department of Medicine, Surgery and Dentistry, Milano, Italy
| | - Carlo Rivolta
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
| | - Ilja M. Nolte
- Unit of Genetic Epidemiology and Bioinformatics, Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Harold Snieder
- Unit of Genetic Epidemiology and Bioinformatics, Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- LifeLines Cohort Study, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Melanie M. Van der Klauw
- LifeLines Cohort Study, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Jana V. Van Vliet-Ostaptchouk
- LifeLines Cohort Study, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Pablo V. Gejman
- University of Chicago, Chicago, Illinois, United States of America
- Northshore University Healthsystem, Evanston, Ilinois, United States of America
| | - Jianxin Shi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, United States of America
| | - Kevin B. Jacobs
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, United States of America
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, United States of America
| | - Zhaoming Wang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, United States of America
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, United States of America
| | - Stephan J. L. Bakker
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Irene Mateo Leach
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Gerjan Navis
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Pim van der Harst
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Nicholas G. Martin
- Genetic Epidemiology Laboratory, Queensland Institute of Medical Research, Queensland, Australia
| | - Sarah E. Medland
- Genetic Epidemiology Laboratory, Queensland Institute of Medical Research, Queensland, Australia
| | - Grant W. Montgomery
- Molecular Epidemiology Laboratory, Queensland Institute of Medical Research, Queensland, Australia
| | - Jian Yang
- Queensland Statistical Genetics Laboratory, Queensland Institute of Medical Research, Queensland, Australia
| | - Daniel I. Chasman
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Paul M. Ridker
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Lynda M. Rose
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Terho Lehtimäki
- Department of Clinical Chemistry, University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- The Department of Clinical Physiology, Turku University Hospital, Turku, Finland
| | - Devin Absher
- Hudson Alpha Institute for Biotechnology, Huntsville, Alabama, United States of America
| | - Carlos Iribarren
- Division of Research, Kaiser Permanente Northern California, Oakland, California, United States of America
| | - Hanneke Basart
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Kees G. Hovingh
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Elina Hyppönen
- Centre For Paediatric Epidemiolgy and Biostatistics/MRC Centre of Epidemiology for Child Health, University College of London Institute of Child Health, London, United Kingdom
| | - Chris Power
- Centre For Paediatric Epidemiolgy and Biostatistics/MRC Centre of Epidemiology for Child Health, University College of London Institute of Child Health, London, United Kingdom
| | - Denise Anderson
- Telethon Institute for Child Health Research, West Perth, Western Australia, Australia
- Centre for Child Health Research, The University of Western Australia, Perth, Australia
| | - John P. Beilby
- Busselton Population Medical Research Foundation Inc., Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
- PathWest Laboratory of Western Australia, Department of Molecular Genetics, QEII Medical Centre, Nedlands, Western Australia, Australia
- School of Pathology and Laboratory Medicine, University of Western Australia, Nedlands, Western Australia, Australia
| | - Jennie Hui
- Busselton Population Medical Research Foundation Inc., Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
- PathWest Laboratory of Western Australia, Department of Molecular Genetics, QEII Medical Centre, Nedlands, Western Australia, Australia
- School of Pathology and Laboratory Medicine, University of Western Australia, Nedlands, Western Australia, Australia
- School of Population Health, The University of Western Australia, Nedlands, Western Austrailia, Australia
| | - Jennifer Jolley
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Hendrik Sager
- Medizinische Klinik II, Universität zu Lübeck, Lübeck, Germany
| | - Stefan R. Bornstein
- Department of Medicine III, University of Dresden, Medical Faculty Carl Gustav Carus, Dresden, Germany
| | - Peter E. H. Schwarz
- Department of Medicine III, University of Dresden, Medical Faculty Carl Gustav Carus, Dresden, Germany
| | - Kati Kristiansson
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Unit of Public Health Genomics, Helsinki, Finland
| | - Markus Perola
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Unit of Public Health Genomics, Helsinki, Finland
| | - Jaana Lindström
- National Institute for Health and Welfare, Diabetes Prevention Unit, Helsinki, Finland
| | - Amy J. Swift
- Genome Technology Branch, National Human Genome Research Institute, NIH, Bethesda, Maryland, United States of America
| | - Matti Uusitupa
- Department of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
- Research Unit, Kuopio University Hospital, Kuopio, Finland
| | - Mustafa Atalay
- Institute of Biomedicine/Physiology, University of Eastern Finland, Kuopio Campus, Kuopio, Finland
| | - Timo A. Lakka
- Institute of Biomedicine/Physiology, University of Eastern Finland, Kuopio Campus, Kuopio, Finland
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
| | - Rainer Rauramaa
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Jennifer L. Bolton
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Gerry Fowkes
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Ross M. Fraser
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Jackie F. Price
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Krista Fischer
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | | | | | - Evelin Mihailov
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Claudia Langenberg
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Jian'an Luan
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Ken K. Ong
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
- MRC Unit for Lifelong Health & Ageing, London, United Kingdom
| | - Peter S. Chines
- Genome Technology Branch, National Human Genome Research Institute, NIH, Bethesda, Maryland, United States of America
| | - Sirkka M. Keinanen-Kiukaanniemi
- Faculty of Medicine, Institute of Health Sciences, University of Oulu, Oulu, Finland
- Unit of General Practice, Oulu University Hospital, Oulu, Finland
| | - Timo E. Saaristo
- Finnish Diabetes Association, Tampere, Finland
- Pirkanmaa Hospital District, Tampere, Finland
| | - Sarah Edkins
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | - Paul W. Franks
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, Lund University, Malmö, Sweden
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Department of Public Health & Clinical Medicine, Umeå University,Umeå, Sweden
| | - Göran Hallmans
- Department of Public Health & Clinical Medicine, Umeå University,Umeå, Sweden
| | - Dmitry Shungin
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, Lund University, Malmö, Sweden
- Department of Public Health & Clinical Medicine, Umeå University,Umeå, Sweden
- Department of Odontology, Umeå University, Umea, Sweden
| | - Andrew David Morris
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, United Kingdom
| | - Colin N. A. Palmer
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, United Kingdom
| | - Raimund Erbel
- Clinic of Cardiology, West German Heart Centre, University Hospital of Essen, University Duisburg-Essen, Essen, Germany
| | - Susanne Moebus
- Institute for Medical Informatics, Biometry and Epidemiology (IMIBE), University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Markus M. Nöthen
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
| | - Sonali Pechlivanis
- Institute for Medical Informatics, Biometry and Epidemiology (IMIBE), University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Kristian Hveem
- HUNT Research Centre, Department of Public Health and General Practice, Norwegian University of Science and Technology, Levanger, Norway
| | - Narisu Narisu
- Genome Technology Branch, National Human Genome Research Institute, NIH, Bethesda, Maryland, United States of America
| | - Anders Hamsten
- Atherosclerosis Research Unit, Department of Medicine, Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Steve E. Humphries
- Cardiovascular Genetics, British Heart Foundation Laboratories, Rayne Building, University College London, London, United Kingdom
| | - Rona J. Strawbridge
- Atherosclerosis Research Unit, Department of Medicine, Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Elena Tremoli
- Department of Pharmacological Sciences, University of Milan, Monzino Cardiology Center, IRCCS, Milan, Italy
| | - Harald Grallert
- Unit for Molecular Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Barbara Thorand
- Institute of Epidemiology II, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Thomas Illig
- Unit for Molecular Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - Wolfgang Koenig
- Department of Internal Medicine II – Cardiology, University of Ulm Medical Center, Ulm, Germany
| | - Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Department of Medicine I, University Hospital Grosshadern, Ludwig-Maximilians-Universität, Munich, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Genetic Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Annette Peters
- Institute of Epidemiology II, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Bernhard O. Boehm
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, Ulm, Germany
| | - Marcus E. Kleber
- LURIC Study nonprofit LLC, Freiburg, Germany
- Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty of Mannheim, University of Heidelberg, Mannheim, Germany
| | - Winfried März
- Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty of Mannheim, University of Heidelberg, Mannheim, Germany
- Synlab Academy, Mannheim, Germany
| | | | - Johanna Kuusisto
- Department of Medicine, University of Kuopio and Kuopio University Hospital, Kuopio, Finland
| | - Markku Laakso
- Department of Medicine, University of Kuopio and Kuopio University Hospital, Kuopio, Finland
| | - Dominique Arveiler
- Department of Epidemiology and Public Health, Faculty of Medicine, Strasbourg, France
| | - Giancarlo Cesana
- Department of Clinical Medicine, University of Milano-Bicocca, Monza, Italy
| | - Kari Kuulasmaa
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Chronic Disease Epidemiology and Prevention Unit, Helsinki, Finland
| | - Jarmo Virtamo
- National Institute for Health and Welfare, Department of Chronic Disease Prevention, Chronic Disease Epidemiology and Prevention Unit, Helsinki, Finland
| | | | - Diana Kuh
- MRC Unit for Lifelong Health & Ageing, London, United Kingdom
| | - Andrew Wong
- MRC Unit for Lifelong Health & Ageing, London, United Kingdom
| | - Lars Lind
- Department of Medical Sciences, Uppsala University, Akademiska Sjukhuset, Uppsala, Sweden
| | - Ulf de Faire
- Division of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Bruna Gigante
- Division of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Patrik K. E. Magnusson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Nancy L. Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - George Dedoussis
- Department of Dietetics-Nutrition, Harokopio University, Athens, Greece
| | - Maria Dimitriou
- Department of Dietetics-Nutrition, Harokopio University, Athens, Greece
| | - Genovefa Kolovou
- 1st Cardiology Department, Onassis Cardiac Surgery Center, Athens, Greece
| | - Stavroula Kanoni
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | | | - Lori L. Bonnycastle
- Genome Technology Branch, National Human Genome Research Institute, NIH, Bethesda, Maryland, United States of America
| | - Inger Njølstad
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
| | - Tom Wilsgaard
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
| | - Andrea Ganna
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Emil Rehnberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Aroon Hingorani
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Meena Kumari
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Themistocles L. Assimes
- Department of Medicine, Stanford University School of Medicine, Stanford, California, United States of America
| | - Inês Barroso
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- University of Cambridge Metabolic Research Labs, Institute of Metabolic Science Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Michael Boehnke
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Ingrid B. Borecki
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Panos Deloukas
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | - Caroline S. Fox
- Division of Intramural Research, National Heart, Lung and Blood Institute, Framingham Heart Study, Framingham, Massachusetts, United States of America
| | - Timothy Frayling
- Genetics of Complex Traits, Peninsula College of Medicine and Dentistry, University of Exeter, Exeter, United Kingdom
| | - Leif C. Groop
- Lund University Diabetes Centre, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Talin Haritunians
- Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - David Hunter
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Channing Laboratory, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Erik Ingelsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Robert Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Karen L. Mohlke
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Jeffrey R. O'Connell
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - David Schlessinger
- Laboratory of Genetics, National Institute on Aging, Baltimore, Maryland, United States of America
| | - David P. Strachan
- Division of Community Health Sciences, St George's, University of London, London, United Kingdom
| | - Kari Stefansson
- deCODE Genetics, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Cornelia M. van Duijn
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging (NCHA), Leiden, The Netherlands
- Center of Medical Systems Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Gonçalo R. Abecasis
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Mark I. McCarthy
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom
- Oxford National Institute for Health Research Biomedical Research Centre, Churchill Hospital, Oxford, United Kingdom
| | - Joel N. Hirschhorn
- Divisions of Genetics and Endocrinology and Program in Genomics, Children's Hospital, Boston, Massachusetts, United States of America
- Metabolism Initiative and Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts, United States of America
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Lu Qi
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Channing Laboratory, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ruth J. F. Loos
- MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
- Genetics of Obesity and Related Metabolic Traits Program,The Charles Bronfman Institute of Personalized Medicine, Child Health and Development Institute, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Cecilia M. Lindgren
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Kari E. North
- Department of Epidemiology, School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Iris M. Heid
- Department of Genetic Epidemiology, Institute of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
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Panagiotou OA, Willer CJ, Hirschhorn JN, Ioannidis JPA. The power of meta-analysis in genome-wide association studies. Annu Rev Genomics Hum Genet 2013; 14:441-65. [PMID: 23724904 DOI: 10.1146/annurev-genom-091212-153520] [Citation(s) in RCA: 90] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Meta-analysis of multiple genome-wide association (GWA) studies has become common practice over the past few years. The main advantage of this technique is the maximization of power to detect subtle genetic effects for common traits. Moreover, one can use meta-analysis to probe and identify heterogeneity in the effect sizes across the combined studies. In this review, we systematically appraise and evaluate the characteristics of GWA meta-analyses with 10,000 or more subjects published up to June 2012. We provide an overview of the current landscape of variants discovered by GWA meta-analyses, and we discuss and assess with extrapolations from empirical data the value of larger meta-analyses for the discovery of additional genetic associations and new biology in the future. Finally, we discuss some emerging logistical and practical issues related to the conduct of meta-analysis of GWA studies.
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Affiliation(s)
- Orestis A Panagiotou
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina 45110, Greece;
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Langenhan T, Aust G, Hamann J. Sticky Signaling--Adhesion Class G Protein-Coupled Receptors Take the Stage. Sci Signal 2013; 6:re3. [DOI: 10.1126/scisignal.2003825] [Citation(s) in RCA: 197] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Genome-wide association study in Han Chinese identifies three novel loci for human height. Hum Genet 2013; 132:681-9. [PMID: 23456168 DOI: 10.1007/s00439-013-1280-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Accepted: 02/18/2013] [Indexed: 12/19/2022]
Abstract
Human height is a complex genetic trait with high heritability but discovery efforts in Asian populations are limited. We carried out a meta-analysis of genome-wide association studies (GWAS) for height in 6,534 subjects with in silico replication of 1,881 subjects in Han Chinese. We identified three novel loci reaching the genome-wide significance threshold (P < 5 × 10(-8)), which mapped in or near ZNF638 (rs12612930, P = 2.02 × 10(-10)), MAML2 (rs11021504, P = 7.81 × 10(-9)), and C18orf12 (rs11082671, P = 1.87 × 10(-8)). We also confirmed two loci previously reported in European populations including CS (rs3816804, P = 2.63 × 10(-9)) and CYP19A1 (rs3751599, P = 4.80 × 10(-10)). In addition, we provided evidence supporting 35 SNPs identified by previous GWAS (P < 0.05). Our study provides new insights into the genetic determination of biological regulation of human height.
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Kralisch S, Tönjes A, Krause K, Richter J, Lossner U, Kovacs P, Ebert T, Blüher M, Stumvoll M, Fasshauer M. Fibroblast growth factor-21 serum concentrations are associated with metabolic and hepatic markers in humans. J Endocrinol 2013; 216:135-43. [PMID: 23129782 DOI: 10.1530/joe-12-0367] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Rather than a traditional growth factor, fibroblast growth factor-21 (FGF21) is considered to be a metabolic hormone. In the current study, we investigated serum FGF21 levels in the self-contained population of Sorbs. Serum FGF21 concentrations were quantified by ELISA and correlated with IGF1 as well as metabolic, renal, hepatic, inflammatory, and cardiovascular parameters in 913 Sorbs from Germany. Moreover, human IGF1 protein secretion was investigated in FGF21-stimulated HepG2 cells. Median FGF21 serum concentrations were 2.1-fold higher in subjects with type 2 diabetes mellitus (141.8 ng/l) compared with controls (66.7 ng/l). Furthermore, nondiabetic subjects with FGF21 levels below the detection limit of the ELISA showed a more beneficial metabolic profile compared with subjects with measurable FGF21. Moreover, FGF21 was significantly lower in female compared with male subjects after adjustment for age and BMI. In multiple regression analyses, circulating FGF21 concentrations remained independently and positively associated with gender, systolic blood pressure, triglycerides, and γ glutamyl transferase whereas a negative association was observed with IGF1 in nondiabetic subjects. Notably, FGF21 significantly inhibited IGF1 secretion into HepG2 cell culture supernatants in preliminary in vitro experiments. FGF21 serum concentrations are associated with facets of the metabolic syndrome, hepatocellular function, as well as GH status.
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Affiliation(s)
- Susan Kralisch
- Medical Department, University of Leipzig, Liebigstrasse 18, 04103 Leipzig, Germany Leipzig University Medical Center, IFB AdiposityDiseases, 04103 Leipzig, Germany
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Breitfeld J, Tönjes A, Gast MT, Schleinitz D, Blüher M, Stumvoll M, Kovacs P, Böttcher Y. Role of vaspin in human eating behaviour. PLoS One 2013; 8:e54140. [PMID: 23342091 PMCID: PMC3544656 DOI: 10.1371/journal.pone.0054140] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2012] [Accepted: 12/10/2012] [Indexed: 12/19/2022] Open
Abstract
Objective The adipokine vaspin (visceral adipose tissue derived serine protease inhibitor, serpinA12) follows a meal-related diurnal variation in humans and intracerebroventricular vaspin administration leads to acutely reduced food intake in db/db mice. We therefore hypothesized that vaspin may play a role in human eating behaviour. Materials and Methods We measured serum vaspin concentrations in 548 subjects from a self-contained population of Sorbs (Germany) who underwent detailed metabolic testing including eating behaviour assessments using the three-factor eating questionnaire. In addition, genetic variation within vaspin was assessed by genotyping 28 single nucleotide polymorphisms (SNPs) in all study subjects. Results Serum vaspin concentrations correlated positively with restraint, disinhibition and hunger (all P<0.05), although the correlations did not withstand further adjustments for age, gender and BMI (all P>0.05). Independent of observed correlations, genetic variants in vaspin were associated with serum vaspin levels but showed no significant association with any of the eating behaviour phenotypes after accounting for multiple testing (P≥0.05 after adjusting for age, gender and BMI). Conclusion Our data suggest that serum vaspin concentrations might modulate human eating behaviour, which does not seem to be affected by common genetic variation in vaspin.
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Affiliation(s)
- Jana Breitfeld
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
| | | | | | - Matthias Blüher
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | | | - Peter Kovacs
- Department of Medicine, University of Leipzig, Leipzig, Germany
- * E-mail:
| | - Yvonne Böttcher
- IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
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Kim YK, Moon S, Hwang MY, Kim DJ, Oh JH, Kim YJ, Han BG, Lee JY, Kim BJ. Gene-based copy number variation study reveals a microdeletion at 12q24 that influences height in the Korean population. Genomics 2012; 101:134-8. [PMID: 23147675 DOI: 10.1016/j.ygeno.2012.11.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Revised: 10/25/2012] [Accepted: 11/01/2012] [Indexed: 11/18/2022]
Abstract
Height is a classic polygenic trait with high heritability (h(2)=0.8). Recent genome-wide association studies have revealed many independent loci associated with human height. In addition, although many studies have reported an association between copy number variation (CNV) and complex diseases, few have explored the relationship between CNV and height. Recent studies reported that single nucleotide polymorphisms (SNPs) are highly correlated with common CNVs, suggesting that it is warranted to survey CNVs to identify additional genetic factors affecting heritable traits such as height. This study tested the hypothesis that there would be CNV regions (CNVRs) associated with height nearby genes from the GWASs known to affect height. We identified regions containing >1% copy number deletion frequency from 3667 population-based cohort samples using the Illumina HumanOmni1-Quad BeadChip. Among the identified CNVRs, we selected 15 candidate regions that were located within 1Mb of 283 previously reported genes. To assess the effect of these CNVRs on height, statistical analyses were conducted with samples from a case group of 370 taller (upper 10%) individuals and a control group of 1828 individuals (lower 50%). We found that a newly identified 17.7 kb deletion at chromosomal position 12q24.33, approximately 171.6 kb downstream of GPR133, significantly correlated with height; this finding was validated using quantitative PCR. These results suggest that CNVs are potentially important in determining height and may contribute to height variation in human populations.
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Affiliation(s)
- Yun Kyoung Kim
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Sanghoon Moon
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Mi Yeong Hwang
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Dong-Joon Kim
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Ji Hee Oh
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Young Jin Kim
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Bok-Ghee Han
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Jong-Young Lee
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea
| | - Bong-Jo Kim
- Division of Structural and Functional Genomics, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, 363-951, Republic of Korea.
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Sekiya I, Ojima M, Suzuki S, Yamaga M, Horie M, Koga H, Tsuji K, Miyaguchi K, Ogishima S, Tanaka H, Muneta T. Human mesenchymal stem cells in synovial fluid increase in the knee with degenerated cartilage and osteoarthritis. J Orthop Res 2012; 30:943-9. [PMID: 22147634 DOI: 10.1002/jor.22029] [Citation(s) in RCA: 160] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2011] [Accepted: 11/17/2011] [Indexed: 02/04/2023]
Abstract
We investigated whether mesenchymal stem cells (MSCs) in synovial fluid (SF) increased in the knee with degenerated cartilage and osteoarthritis. SF was obtained from the knee joints of 22 patients with anterior cruciate ligament (ACL) injury during ACL reconstruction, and cartilage degeneration was evaluated arthroscopically. SF was also obtained from the knee joints of 6 healthy volunteers, 20 patients with mild osteoarthritis, and 26 patients with severe osteoarthritis, in which the grading was evaluated radiographically. The cell component in the SF was cultured for analyses. Synovium (SYN) and bone marrow (BM) were also harvested during total knee arthroplasties. The MSC number in SF was correlated with the cartilage degeneration score evaluated by arthroscopy. The MSC number in the SF was hardly noticed in normal volunteers, but it increased in accordance with the grading of osteoarthritis. Though no significant differences were observed regarding surface epitopes, or differentiation potentials, the morphology and gene profiles in SF MSCs were more similar to those in SYN MSCs than in BM MSCs. We listed 20 genes which were expressed higher in both SYN MSCs and SF MSCs than in BM MSCs, and 3 genes were confirmed by quantitative RT-PCR. MSCs in SF increased along with degenerated cartilage and osteoarthritis.
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Affiliation(s)
- Ichiro Sekiya
- Section of Cartilage Regeneration, Graduate School, Tokyo Medical and Dental University, Tokyo, Japan.
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Chan Y, Jones F, McConnell E, Bryk J, Bünger L, Tautz D. Parallel Selection Mapping Using Artificially Selected Mice Reveals Body Weight Control Loci. Curr Biol 2012; 22:794-800. [DOI: 10.1016/j.cub.2012.03.011] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Revised: 02/17/2012] [Accepted: 03/05/2012] [Indexed: 12/21/2022]
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Engel KMY, Schröck K, Teupser D, Holdt LM, Tönjes A, Kern M, Dietrich K, Kovacs P, Krügel U, Scheidt HA, Schiller J, Huster D, Brockmann GA, Augustin M, Thiery J, Blüher M, Stumvoll M, Schöneberg T, Schulz A. Reduced food intake and body weight in mice deficient for the G protein-coupled receptor GPR82. PLoS One 2011; 6:e29400. [PMID: 22216272 PMCID: PMC3247265 DOI: 10.1371/journal.pone.0029400] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2011] [Accepted: 11/28/2011] [Indexed: 02/06/2023] Open
Abstract
G protein-coupled receptors (GPCR) are involved in the regulation of numerous physiological functions. Therefore, GPCR variants may have conferred important selective advantages during periods of human evolution. Indeed, several genomic loci with signatures of recent selection in humans contain GPCR genes among them the X-chromosomally located gene for GPR82. This gene encodes a so-called orphan GPCR with unknown function. To address the functional relevance of GPR82 gene-deficient mice were characterized. GPR82-deficient mice were viable, reproduced normally, and showed no gross anatomical abnormalities. However, GPR82-deficient mice have a reduced body weight and body fat content associated with a lower food intake. Moreover, GPR82-deficient mice showed decreased serum triacylglyceride levels, increased insulin sensitivity and glucose tolerance, most pronounced under Western diet. Because there were no differences in respiratory and metabolic rates between wild-type and GPR82-deficient mice our data suggest that GPR82 function influences food intake and, therefore, energy and body weight balance. GPR82 may represent a thrifty gene most probably representing an advantage during human expansion into new environments.
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Affiliation(s)
- Kathrin M. Y. Engel
- Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Kristin Schröck
- Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Daniel Teupser
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Lesca Miriam Holdt
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Anke Tönjes
- Department of Internal Medicine, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Matthias Kern
- Department of Internal Medicine, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Kerstin Dietrich
- Interdisciplinary Centre for Clinical Research, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Peter Kovacs
- Interdisciplinary Centre for Clinical Research, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Ute Krügel
- Rudolf Boehm Institute of Pharmacology and Toxicology, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Holger A. Scheidt
- Institute of Medical Physics and Biophysics, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Jürgen Schiller
- Institute of Medical Physics and Biophysics, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Daniel Huster
- Institute of Medical Physics and Biophysics, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Gudrun A. Brockmann
- Institute of Animal Sciences, Humboldt-Universität zu Berlin, Berlin, Germany
| | | | - Joachim Thiery
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Matthias Blüher
- Department of Internal Medicine, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Michael Stumvoll
- Department of Internal Medicine, Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Torsten Schöneberg
- Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Leipzig, Germany
- * E-mail:
| | - Angela Schulz
- Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, Leipzig, Germany
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Tönjes A, Wittenburg H, Halbritter J, Renner O, Harsch S, Stange EF, Lammert F, Stumvoll M, Kovacs P. Effects of SLC10A2 variant rs9514089 on gallstone risk and serum cholesterol levels- meta-analysis of three independent cohorts. BMC MEDICAL GENETICS 2011; 12:149. [PMID: 22093174 PMCID: PMC3261098 DOI: 10.1186/1471-2350-12-149] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2010] [Accepted: 11/17/2011] [Indexed: 01/23/2023]
Abstract
Background Recently, a single nucleotide polymorphism (SNP) rs9514089 in SLC10A2 (apical sodium-dependent bile acid transporter gene) has been identified as a susceptibility variant for cholelithiasis in humans. Methods Here we assessed the effects of rs9514089 on gallstone risk and related phenotypes of the metabolic syndrome in the self-contained population of Sorbs (183 cases with gallstones/826 controls). Furthermore, we performed a meta-analysis for effects of rs9514089 on susceptibility for cholelithiasis in three independent cohorts (Stuttgart: 56 cases/71 controls, Aachen: 184 cases/184 controls and Sorbs). Results There was no significant association of rs9514089 with gallstone risk, serum lipid parameters and BMI in the Sorbs and in the meta-analysis of all three cohorts (p > 0.05). There was an effect trend in the subgroup of lean subjects but based on different effect directions in the three cohorts there was no significant association in the meta-analysis. Conclusions We were not able to replicate the effect of rs9514089 on gallstone risk in the Sorbs. Further analyses in larger cohorts are required to finally assess the role of genetic variants in SLC10A2 in human gallstone development and lipid metabolism.
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Affiliation(s)
- Anke Tönjes
- Department of Medicine, Division of Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany.
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Dietrich K, Birkmeier S, Schleinitz D, Breitfeld J, Enigk B, Müller I, Böttcher Y, Lindner T, Stumvoll M, Tönjes A, Kovacs P. Association and evolutionary studies of the melatonin receptor 1B gene (MTNR1B) in the self-contained population of Sorbs from Germany. Diabet Med 2011; 28:1373-80. [PMID: 21711391 DOI: 10.1111/j.1464-5491.2011.03374.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
AIMS Several polymorphisms of the melatonin receptor 1B gene (MTNR1B) have been shown to be associated with elevated fasting plasma glucose and impaired early insulin release. The aim of this study was to assess the effects of MTNR1B variants on traits related to the metabolic syndrome in the self-contained population of Sorbs from Germany. As comprehensive studies concerning the conservation of MTNR1B are lacking, we also evaluated natural selection in vertebrates and human populations at this locus. METHODS Five single nucleotide polymorphisms representing all blocks of linkage disequilibrium within and surrounding the MTNR1B locus were genotyped in 937 Sorbs for association analyses on metabolic traits related to Type 2 diabetes. The associations were assessed by regression analyses, the conservation between species was investigated with phylogenetic analysis by maximum likelihood (PAML). In addition, various tests of population genetic measures (e.g. fixation index, Tajima's D) were performed. RESULTS Previously reported association between MTNR1B variants (rs10830963, rs4753426) and oral glucose tolerance test-derived indices of β-cell function (homeostasis model assessment-B, P = 3.7 × 10⁻⁶ and P = 0.004, respectively), as well as insulin (fasting insulin: P=2×10⁻³ and P=0.02; 30-min insulin: P = 2.1 × 10⁻⁴ and P=0.03, respectively) and fasting glucose (rs10830963, P=1.2×10⁻⁶) parameters could be replicated in the present study. Phylogenetic analysis by maximum likelihood analyses showed that the gene was strongly conserved between species (ω=0.2583). Structures important for the receptor function are also conserved. On the lineage leading to human adaptive selection was present (ω=1.1030). Population genetic measures further indicated natural selection. CONCLUSIONS Our data support the physiologic importance of MTNR1B in the context of glucose homeostasis and suggest evidence of selection at this locus.
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Affiliation(s)
- K Dietrich
- Interdisciplinary Centre for Clinical Research, University of Leipzig, Leipzig, Germany
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Bohnekamp J, Schöneberg T. Cell adhesion receptor GPR133 couples to Gs protein. J Biol Chem 2011; 286:41912-41916. [PMID: 22025619 DOI: 10.1074/jbc.c111.265934] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Adhesion G protein-coupled receptors (GPCR), with their very large and complex N termini, are thought to participate in cell-cell and cell-matrix interactions and appear to be highly relevant in several developmental processes. Their intracellular signaling is still poorly understood. Here we demonstrate that GPR133, a member of the adhesion GPCR subfamily, activates the G(s) protein/adenylyl cyclase pathway. The presence of the N terminus and the cleavage at the GPCR proteolysis site are not required for G protein signaling. G(s) protein coupling was verified by Gα(s) knockdown with siRNA, overexpression of Gα(s), co-expression of the chimeric Gq(s4) protein that routes GPR133 activity to the phospholipase C/inositol phosphate pathway, and missense mutation within the transmembrane domain that abolished receptor activity without changing cell surface expression. It is likely that not only GPR133 but also other adhesion GPCR signal via classical receptor/G protein-interaction.
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Affiliation(s)
- Jens Bohnekamp
- Section of Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, 04103 Leipzig, Germany
| | - Torsten Schöneberg
- Section of Molecular Biochemistry, Institute of Biochemistry, Medical Faculty, University of Leipzig, 04103 Leipzig, Germany.
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Ma L, Mondal AK, Murea M, Sharma NK, Tönjes A, Langberg KA, Das SK, Franks PW, Kovacs P, Antinozzi PA, Stumvoll M, Parks JS, Elbein SC, Freedman BI. The effect of ACACB cis-variants on gene expression and metabolic traits. PLoS One 2011; 6:e23860. [PMID: 21887335 PMCID: PMC3162605 DOI: 10.1371/journal.pone.0023860] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Accepted: 07/26/2011] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Acetyl Coenzyme A carboxylase β (ACACB) is the rate-limiting enzyme in fatty acid oxidation, and continuous fatty acid oxidation in Acacb knock-out mice increases insulin sensitivity. Systematic human studies have not been performed to evaluate whether ACACB variants regulate gene expression and insulin sensitivity in skeletal muscle and adipose tissues. We sought to determine whether ACACB transcribed variants were associated with ACACB gene expression and insulin sensitivity in non-diabetic African American (AA) and European American (EA) adults. METHODS ACACB transcribed single nucleotide polymorphisms (SNPs) were genotyped in 105 EAs and 46 AAs whose body mass index (BMI), lipid profiles and ACACB gene expression in subcutaneous adipose and skeletal muscle had been measured. Allelic expression imbalance (AEI) was assessed in lymphoblast cell lines from heterozygous subjects in an additional EA sample (n = 95). Selected SNPs were further examined for association with insulin sensitivity in a cohort of 417 EAs and 153 AAs. RESULTS ACACB transcribed SNP rs2075260 (A/G) was associated with adipose ACACB messenger RNA expression in EAs and AAs (p = 3.8×10(-5), dominant model in meta-analysis, Stouffer method), with the (A) allele representing lower gene expression in adipose and higher insulin sensitivity in EAs (p = 0.04). In EAs, adipose ACACB expression was negatively associated with age and sex-adjusted BMI (r = -0.35, p = 0.0002). CONCLUSIONS Common variants within the ACACB locus appear to regulate adipose gene expression in humans. Body fat (represented by BMI) may further regulate adipose ACACB gene expression in the EA population.
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Affiliation(s)
- Lijun Ma
- Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America.
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Enigk U, Breitfeld J, Schleinitz D, Dietrich K, Halbritter J, Fischer-Rosinsky A, Enigk B, Müller I, Spranger J, Pfeiffer A, Stumvoll M, Kovacs P, Tönjes A. Role of genetic variation in the human sodium-glucose cotransporter 2 gene (SGLT2) in glucose homeostasis. Pharmacogenomics 2011; 12:1119-26. [PMID: 21830867 DOI: 10.2217/pgs.11.69] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
AIMS Mutations in the sodium-glucose cotransporter 2 (SGLT2), as well as treatment with SGLT2 inhibitors result in reduced fasting glucose levels, HbA(1c) and BMI. We therefore investigated the effects of common genetic variation in SGLT2 on human Type 2 diabetes and related traits. MATERIALS & METHODS Four HapMap tagging SNPs covering the common genetic variation in SGLT2 (r² > 0.8 and minor allele frequency > 0.01) were genotyped for subsequent association studies on BMI, Type 2 diabetes and related metabolic traits in 1013 Sorbs (Germany). An independent cohort from Berlin (n = 2042) was taken for replication. RESULTS The rs9934336 G-allele was nominally associated with increased 30-min plasma glucose, 120-min insulin concentrations and AUC120min(glucose) during oral glucose tolerance test in 907 nondiabetic Sorbs (p < 0.05). In the combined analysis including the Sorbs and the Berlin cohort, rs9934336 was nominally associated with 120-min insulin concentrations (adjusted p < 0.05) in nondiabetic subjects (n = 2590). CONCLUSION Our data suggest a role of SGLT2 genetic variation in the regulation of glucose homeostasis and promote pharmacogenomic studies to clarify the efficacy of antidiabetic treatment by SGLT2 inhibitors.
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Affiliation(s)
- Uta Enigk
- Interdisciplinary Centre for Clinical Research, University of Leipzig, Leipzig, Germany
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Gross A, Tönjes A, Kovacs P, Veeramah KR, Ahnert P, Roshyara NR, Gieger C, Rueckert IM, Loeffler M, Stoneking M, Wichmann HE, Novembre J, Stumvoll M, Scholz M. Population-genetic comparison of the Sorbian isolate population in Germany with the German KORA population using genome-wide SNP arrays. BMC Genet 2011; 12:67. [PMID: 21798003 PMCID: PMC3199861 DOI: 10.1186/1471-2156-12-67] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2011] [Accepted: 07/28/2011] [Indexed: 11/11/2022] Open
Abstract
Background The Sorbs are an ethnic minority in Germany with putative genetic isolation, making the population interesting for disease mapping. A sample of N = 977 Sorbs is currently analysed in several genome-wide meta-analyses. Since genetic differences between populations are a major confounding factor in genetic meta-analyses, we compare the Sorbs with the German outbred population of the KORA F3 study (N = 1644) and other publically available European HapMap populations by population genetic means. We also aim to separate effects of over-sampling of families in the Sorbs sample from effects of genetic isolation and compare the power of genetic association studies between the samples. Results The degree of relatedness was significantly higher in the Sorbs. Principal components analysis revealed a west to east clustering of KORA individuals born in Germany, KORA individuals born in Poland or Czech Republic, Half-Sorbs (less than four Sorbian grandparents) and Full-Sorbs. The Sorbs cluster is nearest to the cluster of KORA individuals born in Poland. The number of rare SNPs is significantly higher in the Sorbs sample. FST between KORA and Sorbs is an order of magnitude higher than between different regions in Germany. Compared to the other populations, Sorbs show a higher proportion of individuals with runs of homozygosity between 2.5 Mb and 5 Mb. Linkage disequilibrium (LD) at longer range is also slightly increased but this has no effect on the power of association studies. Oversampling of families in the Sorbs sample causes detectable bias regarding higher FST values and higher LD but the effect is an order of magnitude smaller than the observed differences between KORA and Sorbs. Relatedness in the Sorbs also influenced the power of uncorrected association analyses. Conclusions Sorbs show signs of genetic isolation which cannot be explained by over-sampling of relatives, but the effects are moderate in size. The Slavonic origin of the Sorbs is still genetically detectable. Regarding LD structure, a clear advantage for genome-wide association studies cannot be deduced. The significant amount of cryptic relatedness in the Sorbs sample results in inflated variances of Beta-estimators which should be considered in genetic association analyses.
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Affiliation(s)
- Arnd Gross
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany
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Veeramah KR, Tönjes A, Kovacs P, Gross A, Wegmann D, Geary P, Gasperikova D, Klimes I, Scholz M, Novembre J, Stumvoll M. Genetic variation in the Sorbs of eastern Germany in the context of broader European genetic diversity. Eur J Hum Genet 2011; 19:995-1001. [PMID: 21559053 DOI: 10.1038/ejhg.2011.65] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Population isolates have long been of interest to genetic epidemiologists because of their potential to increase power to detect disease-causing genetic variants. The Sorbs of Germany are considered as cultural and linguistic isolates and have recently been the focus of disease association mapping efforts. They are thought to have settled in their present location in eastern Germany after a westward migration from a largely Slavic-speaking territory during the Middle Ages. To examine Sorbian genetic diversity within the context of other European populations, we analyzed genotype data for over 30 000 autosomal single-nucleotide polymorphisms from over 200 Sorbs individuals. We compare the Sorbs with other European individuals, including samples from population isolates. Despite their geographical proximity to German speakers, the Sorbs showed greatest genetic similarity to Polish and Czech individuals, consistent with the linguistic proximity of Sorbian to other West Slavic languages. The Sorbs also showed evidence of subtle levels of genetic isolation in comparison with samples from non-isolated European populations. The level of genetic isolation was less than that observed for the Sardinians and French Basque, who were clear outliers on multiple measures of isolation. The finding of the Sorbs as only a minor genetic isolate demonstrates the need to genetically characterize putative population isolates, as they possess a wide range of levels of isolation because of their different demographic histories.
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Affiliation(s)
- Krishna R Veeramah
- Department of Eco & Evo Biol, Interdepartmental Program in Bioinformatics, University of California, Los Angeles, CA, USA
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Croteau-Chonka DC, Marvelle AF, Lange EM, Lee NR, Adair LS, Lange LA, Mohlke KL. Genome-wide association study of anthropometric traits and evidence of interactions with age and study year in Filipino women. Obesity (Silver Spring) 2011; 19:1019-27. [PMID: 20966902 PMCID: PMC3046220 DOI: 10.1038/oby.2010.256] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Increased values of multiple adiposity-related anthropometric traits are important risk factors for many common complex diseases. We performed a genome-wide association (GWA) study for four quantitative traits related to body size and adiposity (BMI, weight, waist circumference, and height) in a cohort of 1,792 adult Filipino women from the Cebu Longitudinal Health and Nutrition Survey (CLHNS). This is the first GWA study of anthropometric traits in Filipinos, a population experiencing a rapid transition into a more obesogenic environment. In addition to identifying suggestive evidence of additional single-nucleotide polymorphism (SNP) association signals (P < 10(-5)), we replicated (P < 0.05, same direction of additive effect) associations previously reported in European populations of both BMI and weight with MC4R and FTO, of BMI with BDNF, and of height with EFEMP1, ZBTB38, and NPPC, but none with waist circumference. We also replicated loci reported in Japanese or Korean populations as associated with BMI (OTOL1) and height (HIST1H1PS2, C14orf145, GPC5). A difference in local linkage disequilibrium (LD) between European and Asian populations suggests a narrowed association region for BDNF, while still including a proposed functional nonsynonymous amino acid substitution variant (rs6265, Val66Met). Finally, we observed significant evidence (P < 0.0042) for age-by-genotype interactions influencing BMI for rs17782313 (MC4R) and rs9939609 (FTO), and for a study year-by-genotype interaction for rs4923461 (BDNF). Our results show that several genetic risk factors are associated with anthropometric traits in Filipinos and provide further insight into the effects of BDNF, FTO, and MC4R on BMI.
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Affiliation(s)
- Damien C. Croteau-Chonka
- Department of Genetics, University of North Carolina, Chapel Hill, NC
- Curriculum in Genetics and Molecular Biology, University of North Carolina, Chapel Hill, NC
- Bioinformatics and Computational Biology Training Program, University of North Carolina, Chapel Hill, NC
| | - Amanda F. Marvelle
- Department of Genetics, University of North Carolina, Chapel Hill, NC
- Curriculum in Genetics and Molecular Biology, University of North Carolina, Chapel Hill, NC
| | - Ethan M. Lange
- Department of Genetics, University of North Carolina, Chapel Hill, NC
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC
| | - Nanette R. Lee
- Office of Population Studies Foundation Inc., University of San Carlos, Cebu City, Philippines
| | - Linda S. Adair
- Department of Nutrition, University of North Carolina, Chapel Hill, NC
| | - Leslie A. Lange
- Department of Genetics, University of North Carolina, Chapel Hill, NC
| | - Karen L. Mohlke
- Department of Genetics, University of North Carolina, Chapel Hill, NC
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49
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Lettre G. Recent progress in the study of the genetics of height. Hum Genet 2011; 129:465-72. [DOI: 10.1007/s00439-011-0969-x] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2011] [Accepted: 02/11/2011] [Indexed: 01/17/2023]
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50
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Schleinitz D, Klöting N, Böttcher Y, Wolf S, Dietrich K, Tönjes A, Breitfeld J, Enigk B, Halbritter J, Körner A, Schön MR, Jenkner J, Tseng YH, Lohmann T, Dreβler M, Stumvoll M, Blüher M, Kovacs P. Genetic and evolutionary analyses of the human bone morphogenetic protein receptor 2 (BMPR2) in the pathophysiology of obesity. PLoS One 2011; 6:e16155. [PMID: 21311592 PMCID: PMC3032727 DOI: 10.1371/journal.pone.0016155] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2010] [Accepted: 12/09/2010] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Human bone morphogenetic protein receptor 2 (BMPR2) is essential for BMP signalling and may be involved in the regulation of adipogenesis. The BMPR2 locus has been suggested as target of recent selection in human populations. We hypothesized that BMPR2 might have a role in the pathophysiology of obesity. RESEARCH DESIGN AND METHODS Evolutionary analyses (dN/dS, Fst, iHS) were conducted in vertebrates and human populations. BMPR2 mRNA expression was measured in 190 paired samples of visceral and subcutaneous adipose tissue. The gene was sequenced in 48 DNA samples. Nine representative single nucleotide polymorphisms (SNPs) were genotyped for subsequent association studies on quantitative traits related to obesity in 1830 German Caucasians. An independent cohort of 925 Sorbs was used for replication. Finally, relation of genotypes to mRNA in fat was examined. RESULTS The evolutionary analyses indicated signatures of selection on the BMPR2 locus. BMPR2 mRNA expression was significantly increased both in visceral and subcutaneous adipose tissue of 37 overweight (BMI>25 and <30 kg/m²) and 80 obese (BMI>30 kg/m²) compared with 44 lean subjects (BMI< 25 kg/m²) (P<0.001). In a case-control study including lean and obese subjects, two intronic SNPs (rs6717924, rs13426118) were associated with obesity (adjusted P<0.05). Combined analyses including the initial cohort and the Sorbs confirmed a consistent effect for rs6717924 (combined P = 0.01) on obesity. Moreover, rs6717924 was associated with higher BMPR2 mRNA expression in visceral adipose tissue. CONCLUSION Combined BMPR2 genotype-phenotype-mRNA expression data as well as evolutionary aspects suggest a role of BMPR2 in the pathophysiology of obesity.
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MESH Headings
- Adipose Tissue/metabolism
- Adipose Tissue/pathology
- Adult
- Aged
- Bone Morphogenetic Protein Receptors, Type II/analysis
- Bone Morphogenetic Protein Receptors, Type II/genetics
- Bone Morphogenetic Protein Receptors, Type II/metabolism
- Bone Morphogenetic Protein Receptors, Type II/physiology
- Cohort Studies
- Diabetes Mellitus, Type 2/ethnology
- Diabetes Mellitus, Type 2/genetics
- Diabetes Mellitus, Type 2/metabolism
- Diabetes Mellitus, Type 2/pathology
- Evolution, Molecular
- Female
- Genetic Association Studies
- Germany/ethnology
- Glucose/metabolism
- Humans
- Insulin Resistance/genetics
- Insulin Resistance/physiology
- Male
- Middle Aged
- Obesity/ethnology
- Obesity/genetics
- Obesity/metabolism
- Obesity/pathology
- Polymorphism, Single Nucleotide
- White People/ethnology
- White People/genetics
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Affiliation(s)
- Dorit Schleinitz
- Interdisciplinary Center for Clinical Research, University of Leipzig, Leipzig, Germany
| | - Nora Klöting
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Yvonne Böttcher
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Sara Wolf
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Kerstin Dietrich
- Interdisciplinary Center for Clinical Research, University of Leipzig, Leipzig, Germany
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Coordination Centre for Clinical Trials, University of Leipzig, Leipzig, Germany
| | - Jana Breitfeld
- Interdisciplinary Center for Clinical Research, University of Leipzig, Leipzig, Germany
| | - Beate Enigk
- Interdisciplinary Center for Clinical Research, University of Leipzig, Leipzig, Germany
| | - Jan Halbritter
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Antje Körner
- University Hospital for Children and Adolescents, University of Leipzig, Leipzig, Germany
| | - Michael R. Schön
- Municipal Clinic Karlsruhe, Clinic of Visceral Surgery, Karlsruhe, Germany
| | - Jost Jenkner
- Municipal Clinic Karlsruhe, Clinic of Visceral Surgery, Karlsruhe, Germany
| | - Yu-Hua Tseng
- Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | | | | | | | - Matthias Blüher
- Department of Medicine, University of Leipzig, Leipzig, Germany
- * E-mail: (MB); (PK)
| | - Peter Kovacs
- Interdisciplinary Center for Clinical Research, University of Leipzig, Leipzig, Germany
- * E-mail: (MB); (PK)
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