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Kolb KL, Mira ALS, Auer ED, Bucco ID, de Lima e Silva CE, dos Santos PI, Hoch VBB, Oliveira LC, Hauser AB, Hundt JE, Shuldiner AR, Lopes FL, Boysen TJ, Franke A, Pinto LFR, Soares-Lima SC, Kretzschmar GC, Boldt ABW. Glucocorticoid Receptor Gene ( NR3C1) Polymorphisms and Metabolic Syndrome: Insights from the Mennonite Population. Genes (Basel) 2023; 14:1805. [PMID: 37761945 PMCID: PMC10530687 DOI: 10.3390/genes14091805] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 09/06/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
The regulation of the hypothalamic-pituitary-adrenal (HPA) axis is associated with polymorphisms and the methylation degree of the glucocorticoid receptor gene (NR3C1) and is potentially involved in the development of metabolic syndrome (MetS). In order to evaluate the association between MetS with the polymorphisms, methylation, and gene expression of the NR3C1 in the genetically isolated Brazilian Mennonite population, we genotyped 20 NR3C1 polymorphisms in 74 affected (MetS) and 138 unaffected individuals without affected first-degree relatives (Co), using exome sequencing, as well as five variants from non-exonic regions, in 70 MetS and 166 Co, using mass spectrometry. The methylation levels of 11 1F CpG sites were quantified using pyrosequencing (66 MetS and 141 Co), and the NR3C1 expression was evaluated via RT-qPCR (14 MetS and 25 Co). Age, physical activity, and family environment during childhood were associated with MetS. Susceptibility to MetS, independent of these factors, was associated with homozygosity for rs10482605*C (OR = 4.74, pcorr = 0.024) and the haplotype containing TTCGTTGATT (rs3806855*T_ rs3806854*T_rs10482605*C_rs10482614*G_rs6188*T_rs258813*T_rs33944801*G_rs34176759*A_rs17209258*T_rs6196*T, OR = 4.74, pcorr = 0.048), as well as for the CCT haplotype (rs41423247*C_ rs6877893*C_rs258763*T), OR = 6.02, pcorr = 0.030), but not to the differences in methylation or gene expression. Thus, NR3C1 polymorphisms seem to modulate the susceptibility to MetS in Mennonites, independently of lifestyle and early childhood events, and their role seems to be unrelated to DNA methylation and gene expression.
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Affiliation(s)
- Kathleen Liedtke Kolb
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil
| | - Ana Luiza Sprotte Mira
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil
| | - Eduardo Delabio Auer
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil
| | - Isabela Dall’Oglio Bucco
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
| | - Carla Eduarda de Lima e Silva
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
| | - Priscila Ianzen dos Santos
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
- Postgraduate Program in Internal Medicine, Medical Clinic Department, UFPR, Rua General Carneiro, 181, 11th Floor, Alto da Glória, Curitiba 80210-170, PR, Brazil
| | - Valéria Bumiller-Bini Hoch
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
| | - Luana Caroline Oliveira
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
| | - Aline Borsato Hauser
- Laboratory School of Clinical Analysis, Department of Pharmacy, Federal University of Paraná (UFPR), Av. Pref. Lothário Meissner, 632, Jardim Botânico, Curitiba 80210-170, PR, Brazil;
| | - Jennifer Elisabeth Hundt
- Lübeck Institute of Experimental Dermatology, University of Lübeck, Ratzeburger Allee, 160, Haus 32, 23562 Lübeck, Germany;
| | - Alan R. Shuldiner
- Regeneron Genetics Center, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA;
| | - Fabiana Leão Lopes
- Human Genetics Branch, National Institute of Mental Health, 35 Convent Drive, Bethesda, MD 20892, USA;
- Institute of Psychiatry, Federal University Rio de Janeiro, Av. Venceslau Brás, 71, Rio de Janeiro 22290-140, RJ, Brazil
| | - Teide-Jens Boysen
- Institute of Clinical Molecular Biology (IKMB), Christian-Albrechts-University of Kiel, 24105 Kiel, Germany; (T.-J.B.); (A.F.)
| | - Andre Franke
- Institute of Clinical Molecular Biology (IKMB), Christian-Albrechts-University of Kiel, 24105 Kiel, Germany; (T.-J.B.); (A.F.)
| | - Luis Felipe Ribeiro Pinto
- Brazilian National Cancer Institute, Rua André Cavalcanti, 37, Rio de Janeiro 20231-050, RJ, Brazil; (L.F.R.P.); (S.C.S.-L.)
| | - Sheila Coelho Soares-Lima
- Brazilian National Cancer Institute, Rua André Cavalcanti, 37, Rio de Janeiro 20231-050, RJ, Brazil; (L.F.R.P.); (S.C.S.-L.)
| | - Gabriela Canalli Kretzschmar
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil
- Faculdades Pequeno Príncipe, Av. Iguaçu, 333, Curitiba 80230-020, PR, Brazil
- Instituto de Pesquisa Pelé Pequeno Príncipe, Av. Silva Jardim, 1632, Curitiba 80250-060, PR, Brazil
| | - Angelica Beate Winter Boldt
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil; (K.L.K.); (A.L.S.M.); (E.D.A.); (I.D.B.); (C.E.d.L.e.S.); (P.I.d.S.); (V.B.-B.H.); (L.C.O.); (G.C.K.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Centro Politécnico, Jardim das Américas, Curitiba 81531-990, PR, Brazil
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Arasappan D, Eickhoff SB, Nemeroff CB, Hofmann HA, Jabbi M. Transcription Factor Motifs Associated with Anterior Insula Gene Expression Underlying Mood Disorder Phenotypes. Mol Neurobiol 2021; 58:1978-1989. [PMID: 33411239 DOI: 10.1007/s12035-020-02195-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 10/30/2020] [Indexed: 10/22/2022]
Abstract
Mood disorders represent a major cause of morbidity and mortality worldwide but the brain-related molecular pathophysiology in mood disorders remains largely undefined. Because the anterior insula is reduced in volume in patients with mood disorders, RNA was extracted from the anterior insula postmortem anterior insula of mood disorder samples and compared with unaffected controls for RNA-sequencing identification of differentially expressed genes (DEGs) in (a) bipolar disorder (BD; n = 37) versus (vs.) controls (n = 33), and (b) major depressive disorder (MDD n = 30) vs. controls, and (c) low vs. high axis I comorbidity (a measure of cumulative psychiatric disease burden). Given the regulatory role of transcription factors (TFs) in gene expression via specific-DNA-binding domains (motifs), we used JASPAR TF binding database to identify TF-motifs. We found that DEGs in BD vs. controls, MDD vs. controls, and high vs. low axis I comorbidity were associated with TF-motifs that are known to regulate expression of toll-like receptor genes, cellular homeostatic-control genes, and genes involved in embryonic, cellular/organ, and brain development. Robust imaging-guided transcriptomics by using meta-analytic imaging results to guide independent postmortem dissection for RNA-sequencing was applied by targeting the gray matter volume reduction in the anterior insula in mood disorders, to guide independent postmortem identification of TF motifs regulating DEG. Our findings of TF-motifs that regulate the expression of immune, cellular homeostatic-control, and developmental genes provide novel information about the hierarchical relationship between gene regulatory networks, the TFs that control them, and proximate underlying neuroanatomical phenotypes in mood disorders.
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Affiliation(s)
- Dhivya Arasappan
- Center for Biomedical Research Support, University of Texas at Austin, Austin, TX, USA
| | - Simon B Eickhoff
- Institute of Systems Neuroscience, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute of Neuroscience and Medicine (INM-7), Research Centre Jülich, Jülich, Germany
| | - Charles B Nemeroff
- Department of Psychiatry, Dell Medical School, University of Texas at Austin, Austin, TX, USA
- The Mulva Clinic for Neurosciences, Dell Medical School, University of Texas at Austin, Austin, TX, USA
- Institute of Early Life Adversity Research, Austin, TX, USA
| | - Hans A Hofmann
- Institute for Neuroscience, University of Texas at Austin, Austin, TX, USA
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA
| | - Mbemba Jabbi
- Department of Psychiatry, Dell Medical School, University of Texas at Austin, Austin, TX, USA.
- The Mulva Clinic for Neurosciences, Dell Medical School, University of Texas at Austin, Austin, TX, USA.
- Institute for Neuroscience, University of Texas at Austin, Austin, TX, USA.
- Department of Psychology, University of Texas at Austin, Austin, TX, USA.
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