Abstract
Genetic variations in clock-related genes were hypothesized to be involved to in the susceptibility of mood disorders MD (both unipolar (UPD) and bipolar (BPD) disorders). In our work we investigated role of gene variants form four core period proteins: CLOCK, ARNTL, TIM and PER3. The total sample comprised from 744 mood disorders inpatients (UPD = 229, BPD = 515) and 635 healthy voluntary controls. The 42 SNPs from four genes of interest were genotyped. We used single polymorphisms, haplotypes, SNPs interactions and prediction analysis using classical statistical and machine learning methods. We observed association between two polymorphisms of CLOCK (rs1801260 and rs11932595) with BPDII and two polymorphisms of TIM (rs2291739, rs11171856) with UPD. We also detected ARNTL haplotype variant (rs1160996C/rs11022779G/rs1122780T) to be associated with increased risk of MD, BPD (both types). We established significant epistatic interaction between PER3 (rs2172563) and ARNTL (rs4146388 and rs7107287) in case of BPD. Additionally relation between PER3 (rs2172563) and CLOCK (rs1268271 and rs3805148) appeared in case of UPD. Classification and Regression Trees (C and RT) showed significant predictive value for 10 polymorphisms in all analyzed genes. However we failed to obtain model with sufficient predictive power. During analyses of sleep disturbances sample, we found carriers of homozygote variants (ARNTL: rs11022778 TT, rs1562438 TT, rs1982350 AA and PER3: rs836755 CC) showing more frequent falling asleep difficulties when compare to other genotypes carriers. Our study suggested a putative role of the CLOCK, TIM, ARNTL and PER3 and polymorphisms in MD susceptibility. In our analyses we showed association of specific gene variants with particular types of MD. We also confirmed necessity of performing separate analyzes for BPD and UPD patients. Comprehensive statistical approach is required even with individual symptoms analyses.
Similar content being viewed by others
References
Nettle D, Bateson M (2012) The evolutionary origins of mood and its disorders. Curr Biol 22(17):712–721
Cassem EH (1995) Depressive disorders in the medically ill. An overview. Psychosomatics 36(2):S2–S10
Kessler RC, Nelson CB, McGonagle KA, Liu J, Swartz M, Blazer DG (1996) Comorbidity of DSM-III-R major depressive disorder in the general population: results from the US National Comorbidity Survey. Br J Psychiatry 168 (Suppl)(30):17–30
Shi J, Wittke-Thompson JK, Badner JA, Hattori E, Potash JB, Willour VL, McMahon FJ, Gershon ES, Liu C (2008) Clock genes may influence bipolar disorder susceptibility and dysfunctional circadian rhythm. Am J Med Genet B Neuropsychiatr Genet 147B(7):1047–1055
Hall DP Jr, Sing HC, Romanoski AJ (1991) Identification and characterization of greater mood variance in depression. Am J Psychiatry 148(10):1341–1345
Kurlansik SL, Ibay AD (2012) Seasonal affective disorder. Am Fam Physician 86(11):1037–1041
Srinivasan V, Zakaria R, Othman Z, Lauterbach EC, Acuna-Castroviejo D (2012) Agomelatine in depressive disorders: its novel mechanisms of action. J Neuropsychiatry Clin Neurosci 24(3):290–308
Terman M, Terman JS, Quitkin FM, McGrath PJ, Stewart JW, Rafferty B (1989) Light therapy for seasonal affective disorder. A review of efficacy. Neuropsychopharmacology 2(1):1–22
Utge SJ, Soronen P, Loukola A, Kronholm E, Ollila HM, Pirkola S, Porkka-Heiskanen T, Partonen T, Paunio T (2010) Systematic analysis of circadian genes in a population-based sample reveals association of TIMELESS with depression and sleep disturbance. PLoS ONE 5(2):e9259
Hastings M (1998) The brain, circadian rhythms, and clock genes. BMJ 317(7174):1704–1707
Yamaguchi S, Isejima H, Matsuo T, Okura R, Yagita K, Kobayashi M, Okamura H (2003) Synchronization of cellular clocks in the suprachiasmatic nucleus. Science 302(5649):1408–1412
Benedetti F, Serretti A, Colombo C, Barbini B, Lorenzi C, Campori E, Smeraldi E (2003) Influence of CLOCK gene polymorphism on circadian mood fluctuation and illness recurrence in bipolar depression. Am J Med Genet B Neuropsychiatr Genet 123B(1):23–26
Serretti A, Benedetti F, Mandelli L, Lorenzi C, Pirovano A, Colombo C, Smeraldi E (2003) Genetic dissection of psychopathological symptoms: insomnia in mood disorders and CLOCK gene polymorphism. Am J Med Genet B Neuropsychiatr Genet 121B(1):35–38
Serretti A, Cusin C, Benedetti F, Mandelli L, Pirovano A, Zanardi R, Colombo C, Smeraldi E (2005) Insomnia improvement during antidepressant treatment and CLOCK gene polymorphism. Am J Med Genet B Neuropsychiatr Genet 137B(1):36–39
Mansour HA, Wood J, Logue T, Chowdari KV, Dayal M, Kupfer DJ, Monk TH, Devlin B, Nimgaonkar VL (2006) Association study of eight circadian genes with bipolar I disorder, schizoaffective disorder and schizophrenia. Genes Brain Behav 5(2):150–157
Nievergelt CM, Kripke DF, Barrett TB, Burg E, Remick RA, Sadovnick AD, McElroy SL, Keck PE Jr, Schork NJ, Kelsoe JR (2006) Suggestive evidence for association of the circadian genes PERIOD3 and ARNTL with bipolar disorder. Am J Med Genet B Neuropsychiatr Genet 141B(3):234–241
Kripke DF, Nievergelt CM, Joo E, Shekhtman T, Kelsoe JR (2009) Circadian polymorphisms associated with affective disorders. J Circadian Rhythms 7(23):2
Mansour HA, Talkowski ME, Wood J, Chowdari KV, McClain L, Prasad K, Montrose D, Fagiolini A, Friedman ES, Allen MH, Bowden CL, Calabrese J, El-Mallakh RS, Escamilla M, Faraone SV, Fossey MD, Gyulai L, Loftis JM, Hauser P, Ketter TA, Marangell LB, Miklowitz DJ, Nierenberg AA, Patel J, Sachs GS, Sklar P, Smoller JW, Laird N, Keshavan M, Thase ME, Axelson D, Birmaher B, Lewis D, Monk T, Frank E, Kupfer DJ, Devlin B, Nimgaonkar VL (2009) Association study of 21 circadian genes with bipolar I disorder, schizoaffective disorder, and schizophrenia. Bipolar Disord 11(7):701–710
Crisafulli C, Chiesa A, Han C, Lee SJ, Balzarro B, Andrisano C, Sidoti A, Patkar AA, Pae CU, Serretti A (2012) Case-control association study of 36 single-nucleotide polymorphisms within 10 candidate genes for major depression and bipolar disorder. Psychiatry Res. doi:10.1016/j.psychres.2012.11.009
Craddock M, Asherson P, Owen MJ, Williams J, McGuffin P, Farmer AE (1996) Concurrent validity of the OPCRIT diagnostic system. Comparison of OPCRIT diagnoses with consensus best-estimate lifetime diagnoses. Br J Psychiatry (the journal of mental science) 169(1):58–63
Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC (1998) The mini-international neuropsychiatric interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatr 59 Suppl(20):22–33
Miller SA, Dykes DD, Polesky HF (1988) A simple salting out procedure for extracting DNA from human nucleated cells. Nucleic Acid Res 16(3):1215
Barrett JC, Fry B, Maller J, Daly MJ (2005) Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 21(2):263–265
Gauderman WJ (2002) Sample size requirements for matched case-control studies of gene-environment interaction. Stat Med 21(1):35–50
Team RDC (2011) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org/
González JR, Armengol L, Guinó E, Solé X, Moreno V (2012) SNPassoc: SNPs-based whole genome association studies. R package version 1.8-5. http://CRANR-project.org/package=SNPassoc
Jyothi KU, Jayaraj M, Subburaj KS, Prasad KJ, Kumuda I, Lakshmi V, Reddy BM (2013) Association of TCF7L2 gene polymorphisms with T2DM in the population of Hyderabad, India. PloS ONE 8(4):e60212
Lobach I, Fan R, Carroll RJ (2010) Genotype-based association mapping of complex diseases: gene-environment interactions with multiple genetic markers and measurement error in environmental exposures. Genet Epidemiol 34(8):792–802
Dmitrzak-Weglarz M, Moczko J, Skibinska M, Slopien A, Tyszkiewicz M, Pawlak J, Zaremba D, Szczepankiewicz A, Rajewski A, Hauser J (2013) The study of candidate genes related to the neurodevelopmental hypothesis of anorexia nervosa: classical association study versus decision tree. Psychiatry Res 206(1):117–121
Nikitopoulou G, Crammer JL (1976) Change in diurnal temperature rhythm in manic-depressive illness. Br Med J 1:1311–1314
Masri S, Sassone-Corsi P (2013) The circadian clock: a framework linking metabolism, epigenetics and neuronal function. Nat Rev Neurosci 14(1):69–75
Lavebratt C, Sjoholm LK, Partonen T, Schalling M, Forsell Y (2010) PER2 variantion is associated with depression vulnerability. Am J Med Genet B Neuropsychiatr Genet 153B(2):570–581
Soria V, Martinez-Amoros E, Escaramis G, Valero J, Perez-Egea R, Garcia C, Gutierrez-Zotes A, Puigdemont D, Bayes M, Crespo JM, Martorell L, Vilella E, Labad A, Vallejo J, Perez V, Menchon JM, Estivill X, Gratacos M, Urretavizcaya M (2010) Differential association of circadian genes with mood disorders: CRY1 and NPAS2 are associated with unipolar major depression and CLOCK and VIP with bipolar disorder. Neuropsychopharmacology 35(6):1279–1289
Bailer U, Wiesegger G, Leisch F, Fuchs K, Leitner I, Letmaier M, Konstantinidis A, Stastny J, Sieghart W, Hornik K, Mitterauer B, Kasper S, Aschauer HN (2005) No association of clock gene T3111C polymorphism and affective disorders. Eur Neuropsychopharmacol 15(1):51–55
Calati R, Gaspar-Barba E, Yukler A, Serretti A (2010) T3111C clock single nucleotide polymorphism and mood disorders: a meta-analysis. Chronobiol Int 27(4):706–721
Kishi T, Yoshimura R, Fukuo Y, Kitajima T, Okochi T, Matsunaga S, Inada T, Kunugi H, Kato T, Yoshikawa T, Ujike H, Umene-Nakano W, Nakamura J, Ozaki N, Serretti A, Correll CU, Iwata N (2011) The CLOCK gene and mood disorders: a case-control study and meta-analysis. Chronobiol Int 28(9):825–833
Katzenberg D, Young T, Finn L, Lin L, King DP, Takahashi JS, Mignot E (1998) A CLOCK polymorphism associated with human diurnal preference. Sleep 21(6):569–576
Benedetti F, Dallaspezia S, Fulgosi MC, Lorenzi C, Serretti A, Barbini B, Colombo C, Smeraldi E (2007) Actimetric evidence that CLOCK 3111 T/C SNP influences sleep and activity patterns in patients affected by bipolar depression. Am J Med Genet B Neuropsychiatr Genet 144B(5):631–635
Allebrandt KV, Teder-Laving M, Akyol M, Pichler I, Muller-Myhsok B, Pramstaller P, Merrow M, Meitinger T, Metspalu A, Roenneberg T (2010) CLOCK gene variants associate with sleep duration in two independent populations. Biol Psychiatry 67(11):1040–1047
Liu N, Zhang K, Zhao H (2008) Haplotype-association analysis. Adv Genet 60:335–405
Acevedo N, Saaf A, Soderhall C, Melen E, Mandelin J, Pietras CO, Ezer S, Karisola P, Vendelin J, Gennas GB, Yli-Kauhaluoma J, Alenius H, von Mutius E, Doekes G, Braun-Fahrlander C, Riedler J, van Hage M, D’Amato M, Scheynius A, Pershagen G, Kere J, Pulkkinen V (2013) Interaction between retinoid acid receptor-related orphan receptor alpha (RORA) and neuropeptide S receptor 1 (NPSR1) in asthma. PLoS ONE 8(4):e60111
Moore JH, Williams SM (2002) New strategies for identifying gene-gene interactions in hypertension. Ann Med 34(2):88–95
Czajkowski M, Kretowski M (2011) Top scoring pair decision tree for gene expression data analysis. Adv Exp Med Biol 696:27–35
Fleischer M, Schafer M, Coogan A, Hassler F, Thome J (2012) Sleep disturbances and circadian CLOCK genes in borderline personality disorder. J Neural Transmiss 119(10):1105–1110
Ritter PS, Marx C, Lewtschenko N, Pfeiffer S, Leopold K, Bauer M, Pfennig A (2012) The characteristics of sleep in patients with manifest bipolar disorder, subjects at high risk of developing the disease and healthy controls. J Neural Transmiss 119(10):1173–1184
Partonen T (2012) Clock gene variants in mood and anxiety disorders. J Neural Transmiss 119(10):1133–1145
Acknowledgments
This research was supported by Grants No N N106 280939, N N402 4671 40, financed by the National Science Centre.
Conflict of interest
Authors declare no conflict of interest.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Dmitrzak-Weglarz, M.P., Pawlak, J.M., Maciukiewicz, M. et al. Clock gene variants differentiate mood disorders. Mol Biol Rep 42, 277–288 (2015). https://doi.org/10.1007/s11033-014-3770-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11033-014-3770-9