Psychotropic drug use and suggestive depression symptoms associated with NR3C1 DNA methylation

Authors

  • Júlia de Assis Pinheiro a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Aline Ribeiro Borçoi a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Flávia Vitorino Freitas a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil; f Departamento de Farmácia e Nutrição, Universidade Federal do Espírito Santo, Alegre, ES, Brasil;
  • Suzanny Oliveira Mendes a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Anderson Barros Archanjo a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Mayara Mota de Oliveira a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Joaquim Gasparini dos Santos a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Juliana Krüger Arpini a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Rafael Assis de Souza dDepartamento de Agronomia, Universidade Federal do Espírito Santo, Alegre, ES, Brasil;
  • Ivana Alece Arantes Moreno a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Marcele Lorentz Mattos de Souza a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Dirceu Pereira dos Santos e Instituto Federal Fluminense, Campos dos Goytacazes, RJ, Brasil;
  • Wagner Miranda Barbosa f Departamento de Farmácia e Nutrição, Universidade Federal do Espírito Santo, Alegre, ES, Brasil;
  • José Claudio Casali-da-Rocha g A.C. Camargo Câncer Center, São Paulo, SP, Brasil;
  • Bruna Pereira Sorroche c Centro de Pesquisa em Oncologia Molecular, Hospital de Câncer de Barretos, Barretos – São Paulo, Brasil;
  • Leonardo Oliveira Trivilin h Departamento de Medicina Veterinária, Universidade Federal do Espírito Santo, Alegre, ES, Brasil;
  • Elizeu Batista Borloti i Programa de Graduação em Psicologia, Universidade Federal do Espírito Santo, Vitoria, ES, Brasil.
  • Letícia Batista Azevedo Rangel aBiotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil;
  • Lidia Maria Rebolho Batista Arantes c Centro de Pesquisa em Oncologia Molecular, Hospital de Câncer de Barretos, Barretos – São Paulo, Brasil;
  • Adriana Madeira Alvares-da-Silva a Biotecnologia/Renorbio Programa de Pós-Graduação, Universidade Federal do Espírito Santo, ES, Brasil; b Departamento de Biologia, Universidade Federal do Espírito Santo, Alegre, ES, Brasil;

DOI:

https://doi.org/10.36311/jhgd.v33.14300

Keywords:

Methylation, NR3C1, psychotropic drugs use, depressive symptoms

Abstract

Introduction: Psychiatric disorders have become a global problem that leads millions of people to use psychotropic medications, especially benzodiazepines. The effects of these substances are widely known regarding tolerance and chemical dependence, however, from epigenetics perspective, there are still little known.

Objective: To evaluate the association between psychotropic drug use, NR3C1 gene methylation and its relation with symptoms suggestive of depression in adult individuals assisted in the public health system.

Methods: 385 adult volunteers (20-59 years) users of the Brazilian Unified Health System were recruited to evaluate socioeconomic, health, lifestyle conditions in a cross sectional study. BDI-II evaluated symptoms suggestive of depression and pyrosequencing evaluated NR3C1 DNA methylation. Bivariate and multivariate Poisson regression model with robust variance (p < 0.05) evaluated the association between psychotropic drug use and NR3C1 gene methylation.

Results: Specific depressive symptoms such as irritability, insomnia and fatigability were associated with psychotropic drug use. Symptoms of past failure, indecision and loss of appetite were associated with hypermethylation patterns in CpGs 40 to 47 of NR3C1 gene. Moreover, psychotropic drug use is associated with 50% reduction in NR3C1 gene methylation, through model adjusted with socioeconomic, health and lifestyle confounding variables.

Conclusions: Psychotropic drug use and depressive symptoms was associated with changes in NR3C1 DNA methylation. In this context, epigenetic modification resulting from psychotropic drug use and depressive symptoms could be considered, mainly in population studies with epigenetic evaluation, where these factors may be influencing the findings of future studies.

Downloads

Download data is not yet available.

References

WHO, W.H.O. Institutes Health of National 1, 2017; 1-22.

Gomes TB, Fernandes Sales Junior S, Saint’Pierre TD, Correia FV, Hauser-Davis RA, Saggioro EM. Sublethal psychotropic pharmaceutical effects on the model organism Danio rerio: Oxidative stress and metal dishomeostasis. Ecotoxicol Environ Saf. 2019; 171: 781-789. DOI: 10.1016/j.ecoenv.2019.01.041

Conti CL, Borçoi AR, Almança CCJ, Barbosa WM, Archanjo AB, de Assis Pinheiro J, Freitas FV, de Oliveira DR, Cardoso LD, De Paula H, Álvares-da-Silva AM. Factors Associated with Depressive Symptoms Among Rural Residents from Remote Areas. Community Ment Health J. 2020; 56(7): 1292-1297. DOI: 10.1007/s10597-020-00637-0

Kang HJ, Bae KY, Kim SW, Shin IS, Kim HR, Shin MG, Yoon JS, Kim JM. Longitudinal associations between glucocorticoid receptor methylation and late-life depression. Prog Neuropsychopharmacol Biol Psychiatry. 2018; 84(Pt A): 56-62. DOI: 10.1016/j.pnpbp.2018.02.004

Ribeiro WS, Mari Jde J, Quintana MI, Dewey ME, Evans-Lacko S, Vilete LM, Figueira I, Bressan RA, de Mello MF, Prince M, Ferri CP, Coutinho ES, Andreoli SB. The impact of epidemic violence on the prevalence of psychiatric disorders in Sao Paulo and Rio de Janeiro, Brazil. PLoS One. 2013 May 8; (5): e63545. DOI: 10.1371/journal.pone.0063545

Rodrigues PS, Francisco PMSB, Fontanella AT, Borges RB, Costa KS. Use and sources of psychotropic drugs by Brazilian adults and seniors. Cien Saude Colet. 2020; 25(11): 4601-4614. DOI: 10.1590/1413-812320202511.35962018

Boyd A, Van de Velde S, Pivette M, Ten Have M, Florescu S, O’Neill S, Caldas-de-Almeida JM, Vilagut G, Haro JM, Alonso J, Kovess-Masféty V; EU-WMH investigators. Gender differences in psychotropic use across Europe: Results from a large cross-sectional, population-based study. Eur Psychiatry. 2015; 30(6): 778-88. DOI: 10.1016/j.eurpsy.2015.05.001

Estancial Fernandes CS, de Azevedo RCS, Goldbaum M, Barros MBA. Psychotropic use patterns: Are there differences between men and women? PLoS One. 2018; 13(11): e0207921. DOI: 10.1371/journal.pone.0207921

Griffin CE 3rd, Kaye AM, Bueno FR, Kaye AD. Benzodiazepine pharmacology and central nervous system-mediated effects. Ochsner J. 2013; 13(2): 214-23.

Csoka AB, Szyf M. Epigenetic side-effects of common pharmaceuticals: a potential new field in medicine and pharmacology. Med Hypotheses. 2009; 73(5): 770-80. DOI: 10.1016/j.mehy.2008.10.039

Minucci S, Pelicci PG. Histone deacetylase inhibitors and the promise of epigenetic (and more) treatments for cancer. Nat Rev Cancer. 2006; 6(1): 38-51. DOI: 10.1038/nrc1779

Yoo CB, Jones PA. Epigenetic therapy of cancer: past, present and future. Nat Rev Drug Discov. 2006; 5(1): 37-50. DOI: 10.1038/nrd1930

Lötsch J, Schneider G, Reker D, Parnham MJ, Schneider P, Geisslinger G, Doehring A. Common non-epigenetic drugs as epigenetic modulators. Trends Mol Med. 2013; 19(12): 742-53. DOI: 10.1016/j.molmed.2013.08.006

Göttlicher M, Minucci S, Zhu P, Krämer OH, Schimpf A, Giavara S, Sleeman JP, Lo Coco F, Nervi C, Pelicci PG, Heinzel T. Valproic acid defines a novel class of HDAC inhibitors inducing differentiation of transformed cells. EMBO J. 2001; 20(24): 6969-78. DOI: 10.1093/emboj/20.24.6969

Doehring A, Oertel BG, Sittl R, Lötsch J. Chronic opioid use is associated with increased DNA methylation correlating with increased clinical pain. Pain. 2013; 154(1): 15-23. DOI: 10.1016/j.pain.2012.06.011

Paradisi A, Pasquariello N, Barcaroli D, Maccarrone M. Anandamide regulates keratinocyte differentiation by inducing DNA methylation in a CB1 receptor-dependent manner. J Biol Chem. 2008; 283(10): 6005-12. DOI: 10.1074/jbc.M707964200

Ovenden ES, McGregor NW, Emsley RA, Warnich L. DNA methylation and antipsychotic treatment mechanisms in schizophrenia: Progress and future directions. Prog Neuropsychopharmacol Biol Psychiatry. 2018; 81: 38-49. DOI: 10.1016/j.pnpbp.2017.10.004

Shankar E, Kanwal R, Candamo M, Gupta S. Dietary phytochemicals as epigenetic modifiers in cancer: Promise and challenges. Semin Cancer Biol. 2016; 40-41: 82-99. DOI: 10.1016/j.semcancer.2016.04.002

Gal-Yam EN, Saito Y, Egger G, Jones PA. Cancer epigenetics: modifications, screening, and therapy. Annu Rev Med. 2008; 59: 267-80. DOI: 10.1146/annurev.med.59.061606.095816

Chen D, Meng L, Pei F, Zheng Y, Leng J. A review of DNA methylation in depression. J Clin Neurosci. 2017; 43: 39-46. DOI: 10.1016/j.jocn.2017.05.022

Vidaki A, Daniel B, Court DS. Forensic DNA methylation profiling--potential opportunities and challenges. Forensic Sci Int Genet. 2013; 7(5): 499-507. DOI: 10.1016/j.fsigen.2013.05.004

Moore LD, Le T, Fan G. DNA methylation and its basic function. Neuropsychopharmacology. 2013; 38(1): 23-38. DOI: 10.1038/npp.2012.112

Keller TE, Han P, Yi SV. Evolutionary Transition of Promoter and Gene Body DNA Methylation across Invertebrate-Vertebrate Boundary. Mol Biol Evol. 2016; 33(4): 1019-28. DOI: 10.1093/molbev/msv345

Yang X, Han H, De Carvalho DD, Lay FD, Jones PA, Liang G. Gene body methylation can alter gene expression and is a therapeutic target in cancer. Cancer Cell. 2014; 26(4): 577-90. DOI: 10.1016/j.ccr.2014.07.028.

Nantharat M, Wanitchanon T, Amesbutr M, Tammachote R, Praphanphoj V. Glucocorticoid receptor gene (NR3C1) promoter is hypermethylated in Thai females with major depressive disorder. Genet Mol Res. 2015; 14(4): 19071-9. DOI: 10.4238/2015

Weaver IC, Cervoni N, Champagne FA, D’Alessio AC, Sharma S, Seckl JR, Dymov S, Szyf M, Meaney MJ. Epigenetic programming by maternal behavior. Nat Neurosci. 2004; 7(8): 847-54. DOI: 10.1038/nn1276

Tyrka AR, Parade SH, Welch ES, Ridout KK, Price LH, Marsit C, Philip NS, Carpenter LL. Methylation of the leukocyte glucocorticoid receptor gene promoter in adults: associations with early adversity and depressive, anxiety and substance-use disorders. Transl Psychiatry. 2016; 6(7): e848. DOI: 10.1038/tp.2016.112

Alt SR, Turner JD, Klok MD, Meijer OC, Lakke EA, Derijk RH, Muller CP. Differential expression of glucocorticoid receptor transcripts in major depressive disorder is not epigenetically programmed. Psychoneuroendocrinology. 2010; 35(4): 544-56. DOI: 10.1016/j.psyneuen.2009.09.001

McGowan PO, Suderman M, Sasaki A, Huang TC, Hallett M, Meaney MJ, Szyf M. Broad epigenetic signature of maternal care in the brain of adult rats. PLoS One. 2011; 6(2): e14739. DOI: 10.1371/journal.pone.0014739

Argentieri MA, Nagarajan S, Seddighzadeh B, Baccarelli AA, Shields AE. Epigenetic Pathways in Human Disease: The Impact of DNA Methylation on Stress-Related Pathogenesis and Current Challenges in Biomarker Development. EBioMedicine. 2017; 18: 327-350. DOI: 10.1016/j.ebiom.2017.03.044

Turner JD, Vernocchi S, Schmitz S, Muller CP. Role of the 5’-untranslated regions in post-transcriptional regulation of the human glucocorticoid receptor. Biochim Biophys Acta. 2014; 1839(11): 1051-61. DOI: 10.1016/j.bbagrm.2014.08.010

Palma-Gudiel H, Córdova-Palomera A, Leza JC, Fañanás L. Glucocorticoid receptor gene (NR3C1) methylation processes as mediators of early adversity in stress-related disorders causality: A critical review. Neurosci Biobehav Rev. 2015; 55: 520-35. DOI: 10.1016/j.neubiorev.2015.05.016

Daskalakis NP, Yehuda R. Site-specific methylation changes in the glucocorticoid receptor exon 1F promoter in relation to life adversity: systematic review of contributing factors. Front Neurosci. 2014; 8: 369. DOI: 10.3389/fnins.2014.00369

Brenet F, Moh M, Funk P, Feierstein E, Viale AJ, Socci ND, Scandura JM. DNA methylation of the first exon is tightly linked to transcriptional silencing. PLoS One. 2011; 6(1): e14524. DOI: 10.1371/journal.pone.0014524

Bustamante AC, Aiello AE, Galea S, Ratanatharathorn A, Noronha C, Wildman DE, Uddin M. Glucocorticoid receptor DNA methylation, childhood maltreatment and major depression. J Affect Disord. 2016; 206: 181-188. DOI: 10.1016/j.jad.2016.07.038

McGowan PO, Sasaki A, D’Alessio AC, Dymov S, Labonté B, Szyf M, Turecki G, Meaney MJ. Epigenetic regulation of the glucocorticoid receptor in human brain associates with childhood abuse. Nat Neurosci. 2009; 12(3): 342-8. DOI: 10.1038/nn.2270

Murgatroyd C, Quinn JP, Sharp HM, Pickles A, Hill J. Effects of prenatal and postnatal depression, and maternal stroking, at the glucocorticoid receptor gene. Transl Psychiatry. 2015; 5(5): e560. DOI: 10.1038/tp.2014.140

Na KS, Chang HS, Won E, Han KM, Choi S, Tae WS, Yoon HK, Kim YK, Joe SH, Jung IK, Lee MS, Ham BJ. Association between glucocorticoid receptor methylation and hippocampal subfields in major depressive disorder. PLoS One. 2014; 9(1): e85425. DOI: 10.1371/journal.pone.0085425

Oberlander TF, Weinberg J, Papsdorf M, Grunau R, Misri S, Devlin AM. Prenatal exposure to maternal depression, neonatal methylation of human glucocorticoid receptor gene (NR3C1) and infant cortisol stress responses. Epigenetics. 2008; 3(2): 97-106. DOI: 10.4161/epi.3.2.6034

Perroud N, Paoloni-Giacobino A, Prada P, Olié E, Salzmann A, Nicastro R, Guillaume S, Mouthon D, Stouder C, Dieben K, Huguelet P, Courtet P, Malafosse A. Increased methylation of glucocorticoid receptor gene (NR3C1) in adults with a history of childhood maltreatment: a link with the severity and type of trauma. Transl Psychiatry. 2011; 1(12): e59. DOI: 10.1038/tp.2011.60

Provençal N, Binder EB. The effects of early life stress on the epigenome: From the womb to adulthood and even before. Exp Neurol. 2015; 268: 10-20. DOI: 10.1016/j.expneurol.2014.09.001

Radtke KM, Ruf M, Gunter HM, Dohrmann K, Schauer M, Meyer A, Elbert T. Transgenerational impact of intimate partner violence on methylation in the promoter of the glucocorticoid receptor. Transl Psychiatry. 2011; 1(7): e21. DOI: 10.1038/tp.2011.21

van der Knaap LJ, Riese H, Hudziak JJ, Verbiest MM, Verhulst FC, Oldehinkel AJ, van Oort FV. Glucocorticoid receptor gene (NR3C1) methylation following stressful events between birth and adolescence. The TRAILS study. Transl Psychiatry. 2014; 4(4): e381. DOI: 10.1038/tp.2014.22

Chmielewska N, Szyndler J, Maciejak P, Płaźnik A. Epigenetic mechanisms of stress and depression. Psychiatr Pol. 2019; 53(6): 1413-1428. English, Polish. DOI: 10.12740/PP/94375

Molendijk ML, Bus BA, Spinhoven P, Penninx BW, Kenis G, Prickaerts J, Voshaar RC, Elzinga BM. Serum levels of brain-derived neurotrophic factor in major depressive disorder: state-trait issues, clinical features and pharmacological treatment. Mol Psychiatry. 2011; 16(11): 1088-95. DOI: 10.1038/mp.2010.98

Okada S, Morinobu S, Fuchikami M, Segawa M, Yokomaku K, Kataoka T, Okamoto Y, Yamawaki S, Inoue T, Kusumi I, Koyama T, Tsuchiyama K, Terao T, Kokubo Y, Mimura M. The potential of SLC6A4 gene methylation analysis for the diagnosis and treatment of major depression. J Psychiatr Res. 2014 ;53: 47-53. DOI: 10.1016/j.jpsychires.2014.02.002

Neri MC. A Nova Classe Média. ed. CPS FGV/IBRE. Editora Fundação Getúlio Vargas, Rio de Janeiro. 2008; 70.

Jackson-Koku G. Beck Depression Inventory. Occup Med (Lond). 2016; 66(2): 174-5. DOI: 10.1093/occmed/kqv087

Wang YP, Gorenstein C. Psychometric properties of the Beck Depression Inventory-II: a comprehensive review. Braz J Psychiatry. 2013; 35(4): 416-31. DOI: 10.1590/1516-4446-2012-1048

Borçoi AR, Mendes SO, Gasparini Dos Santos J, Mota de Oliveira M, Moreno IAA, Freitas FV, Pinheiro JA, Arpini JK, Cunha ER, Archanjo AB, Evangelista Monteiro de Assis AL, Sorroche BP, Rebolho Batista Arantes LM, Borloti E, Álvares-da-Silva AM. Risk factors for depression in adults: NR3C1 DNA methylation and lifestyle association. J Psychiatr Res. 2020; 121: 24-30. DOI: 10.1016/j.jpsychires.2019.10.011

Salazar LA, Hirata MH, Cavalli SA, Machado MO, Hirata RD. Optimized procedure for DNA isolation from fresh and cryopreserved clotted human blood useful in clinical molecular testing. Clin Chem. 1998; 44(8 Pt 1): 1748-50

Colella S, Shen L, Baggerly KA, Issa JP, Krahe R. Sensitive and quantitative universal Pyrosequencing methylation analysis of CpG sites. Biotechniques. 2003; 35(1): 146-50. DOI: 10.2144/03351md01

Tost J, Dunker J, Gut IG. Analysis and quantification of multiple methylation variable positions in CpG islands by Pyrosequencing. Biotechniques. 2003; 35(1): 152-6. DOI: 10.2144/03351md02

Field A. Descobrindo a Estatística Usando o SPSS. Artmed. 2011; 685.

Cassel S, Carouge D, Gensburger C, Anglard P, Burgun C, Dietrich JB, Aunis D, Zwiller J. Fluoxetine and cocaine induce the epigenetic factors MeCP2 and MBD1 in adult rat brain. Mol Pharmacol. 2006; 70(2): 487-92. DOI: 10.1124/mol.106.022301

Freitas FV, Barbosa WM, Silva LAA, Garozi MJO, Pinheiro JA, Borçoi AR, Conti CL, Arpini JK, de Paula H, de Oliveira MM, Archanjo AB, de Freitas ÉAS, de Oliveira DR, Borloti EB, Louro ID, Alvares-da-Silva AM. Psychosocial stress and central adiposity: A Brazilian study with a representative sample of the public health system users. PLoS One. 2018; 13(7): e0197699. DOI: 10.1371/journal.pone.0197699

Borçoi AR, Mendes SO, Moreno IAA, Gasparini Dos Santos J, Freitas FV, Pinheiro JA, Oliveira MM, Barbosa WM, Arpini JK, Archanjo AB, Hollais AW. Food and nutritional insecurity is associated with depressive symptoms mediated by NR3C1 gene promoter 1F methylation. Stress. 2021 Nov; 24(6): 814-821. doi: 10.1080/10253890.2021.1923692

Moser D, Molitor A, Kumsta R, Tatschner T, Riederer P, Meyer J. The glucocorticoid receptor gene exon 1-F promoter is not methylated at the NGFI-A binding site in human hippocampus. World J Biol Psychiatry. 2007; 8(4): 262-8. DOI: 10.1080/15622970701429862

Vukojevic V, Kolassa IT, Fastenrath M, Gschwind L, Spalek K, Milnik A, Heck A, Vogler C, Wilker S, Demougin P, Peter F, Atucha E, Stetak A, Roozendaal B, Elbert T, Papassotiropoulos A, de Quervain DJ. Epigenetic modification of the glucocorticoid receptor gene is linked to traumatic memory and post-traumatic stress disorder risk in genocide survivors. J Neurosci. 2014; 34(31): 10274-84. DOI: 10.1523/JNEUROSCI.1526-14.2014

Melas PA, Wei Y, Wong CC, Sjöholm LK, Åberg E, Mill J, Schalling M, Forsell Y, Lavebratt C. Genetic and epigenetic associations of MAOA and NR3C1 with depression and childhood adversities. Int J Neuropsychopharmacol. 2013; 16(7): 1513-28. DOI: 10.1017/S1461145713000102

Published

2023-03-23

Issue

Section

ORIGINAL ARTICLES