Human CLOCK gene-associated attention deficit hyperactivity disorder-related features in healthy adults: quantitative association study using Wender Utah Rating Scale
Abstract
Circadian rhythm disturbance is highly prevalent in attention deficit hyperactivity disorder (ADHD). Recently, the association between the CLOCK gene and ADHD has been demonstrated in clinical samples, and the CLOCK gene's role was thought to be mediated by rhythm dysregulation. Meanwhile, ADHD has been suggested as the extreme end of a continuously distributed trait that can be found in the general population. Therefore, we examined two possibilities: (1) an ADHD-related continuous trait may be associated with the CLOCK gene, and (2) this association may be mediated by the degree of individuals' evening preference. To explore these possibilities, we performed a quantitative trait locus association study with a sample of 1,289 healthy adults. The Wender Utah Rating Scale (WURS) and the Composite Scale of Morningness (CSM) were utilized to measure the quantitative traits. Quantitative association analysis was performed using PLINK software. We found that rs1801260 (=T3111C) was associated with WURS scores in both allele-wise (p = 0.018) and haplotype-wise analyses (range of p values: 0.0155-0.0171) in male participants only. After controlling for the CSM total score as a covariate, the strength of the association did not change at all, suggesting that the association was not mediated by evening preference. Despite the very weak association signal, our results provide evidence that the CLOCK gene's association with ADHD in clinical samples may be generalizable to traits measured in the normal population. However, as our results failed to show a mediating role of evening preference, ongoing efforts are needed to identify the mechanisms by which the CLOCK gene determines ADHD-related traits.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The T3111C SNP in CLOCK is associated with ADHD symptoms in males.
“Jeong et al. (2014) report that the T3111C SNP in CLOCK is also associated with ADHD symptoms in males.”
From A systematic review of circadian function, chronotype and chronotherapy in attention deficit hyperactivity disorder (2017) · cites this paper as Jeong et al. (2014)
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532 · see citing works
PLINK: a tool set for whole-genome association and population-based linkage analyses.
Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M. A. R., Bender, D., Maller, J., Sklar, P., de Bakker, P. I. W., Daly, M. J., et al. (2007) · The American Journal of Human Genetics · doi:10.1086/519795 · Cited by 34,089 · see citing works
Haploview: analysis and visualization of LD and haplotype maps
Barrett, J., Fry, B., Maller, J., & Daly, M. (2005) · Bioinform. · doi:10.1093/bioinformatics/bth457 · Cited by 15,086 · see citing works
The Structure of Haplotype Blocks in the Human Genome
Gabriel, S. B., Schaffner, S. F., Nguyen, H., Moore, J. M., Roy, J., Blumenstiel, B., Higgins, J., DeFelice, M., Lochner, A., Faggart, M., et al. (2002) · Science · doi:10.1126/science.1069424 · Cited by 5,863 · see citing works
A Direct Approach to False Discovery Rates
Storey, J. D. (2002) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/1467-9868.00346 · Cited by 5,603 · see citing works
The worldwide prevalence of ADHD: a systematic review and metaregression analysis
Polanczyk, G., de Lima, M. S., Horta, B. L., Biederman, J., & Rohde, L. A. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.6.942 · Cited by 5,346 · see citing works
Kessler, R. C., Adler, L., Barkley, R., Biederman, J., Conners, C. K., Demler, O., Faraone, S. V., Greenhill, L. L., Howes, M. J., Secnik, K., et al. (2006) · American Journal of Psychiatry · doi:10.1176/ajp.2006.163.4.716 · Cited by 3,886 · see citing works
Prevalence and correlates of adult attention-deficit hyperactivity disorder: meta-analysis
Simon, V., Czobor, P., Bálint, S., Mészáros, Á., & Bitter, I. (2009) · British Journal of Psychiatry · doi:10.1192/bjp.bp.107.048827 · Cited by 1,601 · see citing works
(1993) · American Journal of Psychiatry · doi:10.1176/ajp.150.6.885 · Cited by 1,421 · see citing works
Smith, C. S., Reilly, C., & Midkiff, K. (1989) · Journal of Applied Psychology · doi:10.1037/0021-9010.74.5.728 · Cited by 1,106 · see citing works
LEVY, F., HAY, D. A., McSTEPHEN, M., WOOD, C., & WALDMAN, I. (1997) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199706000-00009 · Cited by 956 · see citing works
A CLOCK Polymorphism Associated with Human Diurnal Preference
Katzenberg, D. R., Young, T. B., Finn, L. A., Lin, L., King, D. P., Takahashi, J. S., & Mignot, E. J.-M. (1998) · SLEEP · doi:10.1093/sleep/21.6.569 · Cited by 587 · see citing works
Inter-individual differences in the human circadian system: A review
KERKHOF, G. A. (1985) · Biological Psychology · doi:10.1016/0301-0511(85)90019-5 · Cited by 536 · see citing works
GENDER DIFFERENCES IN MORNINGNESS–EVENINGNESS PREFERENCE
Adan, A., & Natale, V. (2002) · Chronobiology International · doi:10.1081/cbi-120005390 · Cited by 522 · see citing works
Instability of Sleep Patterns in Children With Attention-Deficit/Hyperactivity Disorder
GRUBER, R., SADEH, A., & RAVIV, A. (2000) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200004000-00019 · Cited by 381 · see citing works
Johansson, C., Willeit, M., Smedh, C., Ekholm, J., Paunio, T., Kieseppä, T., Lichtermann, D., Praschak-Rieder, N., Neumeister, A., Nilsson, L.-G., et al. (2003) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300121 · Cited by 341 · see citing works
Van Veen, M. M., Kooij, J. J. S., Boonstra, A. M., Gordijn, M. C. M., & Van Someren, E. J. W. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.12.032 · Cited by 300 · cited 1× · see citing works
“What determines the individual’s psychiatric difficulties may not be the evening preference, but the actual sleep-rhythm or sleep quality [60, 61].”
BackgroundNierenberg, A. A., Miyahara, S., Spencer, T., Wisniewski, S. R., Otto, M. W., Simon, N. M., Pollack, M. H., Ostacher, M. J., Yan, L. J., Siegel, R. S., et al. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.01.036 · Cited by 283 · see citing works
Mongrain, V., Lavoie, S., Selmaoui, B., Paquet, J., & Dumont, M. (2004) · Journal of Biological Rhythms · doi:10.1177/0748730404264365 · Cited by 252 · see citing works
Mishima, K., Tozawa, T., Satoh, K., Saito, H., & Mishima, Y. (2004) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30110 · Cited by 240 · see citing works
Prevalence of attention deficit/hyperactivity disorder among adults in obesity treatment
Altfas, J. R. (2002) · BMC Psychiatry · doi:10.1186/1471-244x-2-9 · Cited by 240 · see citing works
Kitamura, S., Hida, A., Watanabe, M., Enomoto, M., Aritake‐Okada, S., Moriguchi, Y., Kamei, Y., & Mishima, K. (2010) · Chronobiology International · doi:10.3109/07420528.2010.516705 · Cited by 238 · see citing works
Circadian polymorphisms associated with affective disorders
Kripke, D. F., Nievergelt, C. M., Joo, E., Shekhtman, T., & Kelsoe, J. R. (2009) · Journal of Circadian Rhythms · doi:10.1186/1740-3391-7-2 · Cited by 225 · see citing works
Self-citationNovelty seekers and impulsive subjects are low in morningness
Caci, H., Robert, P., & Boyer, P. (2004) · European Psychiatry · doi:10.1016/j.eurpsy.2003.09.007 · Cited by 172 · see citing works
Walters, A. S., Silvestri, R., Zucconi, M., Chandrashekariah, R., & Konofal, É. (2008) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.27356 · Cited by 167 · see citing works
Circadian genes and bipolar disorder
Mansour, H., Monk, T. H., & Nimgaonkar, V. L. (2005) · Annals of Medicine · doi:10.1080/07853890510007377 · Cited by 142 · see citing works
Hur, Y. (2007) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2007.00562.x · Cited by 141 · see citing works
Blomqvist, M., Holmberg, K., Lindblad, F., Fernell, E., Ek, U., & Dahllöf, G. (2007) · European Journal of Oral Sciences · doi:10.1111/j.1600-0722.2007.00423.x · Cited by 139 · see citing works
ClockPolymorphisms and Circadian Rhythms Phenotypes in a Sample of the Brazilian Population
Pedrazzoli, M., Louzada, F. M., Pereira, D. S., Benedito‐Silva, A. A., Lopez, A. R., Martynhak, B. J., Korczak, A., Koike, B. D. V., Barbosa, A. A., D’Almeida, V., et al. (2007) · Chronobiology International · doi:10.1080/07420520601139789 · Cited by 129 · see citing works
Associations Between Chronotypes, Psychopathology, and Personality Among Incoming College Students
Hsu, C., Gau, S. S., Shang, C., Chiu, Y., & Lee, M. (2012) · Chronobiology International · doi:10.3109/07420528.2012.668995 · Cited by 126 · see citing works
Single nucleotide polymorphism detection:allelic discrimination using TaqMan
McGuigan, F. E., & Ralston, S. H. (2002) · Psychiatric Genetics · doi:10.1097/00041444-200209000-00003 · Cited by 112 · see citing works
Kissling, C., Retz, W., Wiemann, S., Coogan, A. N., Clement, R. M., Hünnerkopf, R., Conner, A. C., Freitag, C. M., Rösler, M., & Thome, J. (2008) · American Journal of Medical Genetics Part B: Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30602 · Cited by 109 · see citing works
ADHD Co-Morbidities. Handbook for ADHD Complications in Children and Adults
(2009) · The Journal of Nervous and Mental Disease · doi:10.1097/01.nmd.0000356993.24780.1b · Cited by 107 · see citing works
Abe, T., Inoue, Y., Komada, Y., Nakamura, M., Asaoka, S., Kanno, M., Shibui, K., Hayashida, K., Usui, A., & Takahashi, K. (2011) · Sleep Medicine · doi:10.1016/j.sleep.2010.12.017 · Cited by 105 · see citing works
Rybak, Y. E., McNeely, H. E., Mackenzie, B. E., Jain, U. R., & Levitan, R. D. (2007) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2007.05.008 · Cited by 102 · see citing works
Inattentive Symptoms of ADHD Are Related to Evening Orientation
Caci, H., Bouchez, J., & Baylé, F. J. (2009) · Journal of Attention Disorders · doi:10.1177/1087054708320439 · Cited by 101 · see citing works
Ferrer, M., Andión, Ó., Matalí, J. L., Valero, S., Navarro, J. A., Ramos‐Quiroga, J. A., Torrúbia, R., & Casas, M. (2010) · Journal of Personality Disorders · doi:10.1521/pedi.2010.24.6.812 · Cited by 100 · see citing works
Xu, X., Breen, G. D., Chen, C., Huang, Y., Wu, Y., & Asherson, P. J. (2010) · Behavioral and Brain Functions · doi:10.1186/1744-9081-6-48 · Cited by 99 · see citing works
Circadian clock genes: Non-circadian roles in sleep, addiction, and psychiatric disorders?
Rosenwasser, A. M. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.03.004 · Cited by 92 · see citing works
Voinescu, B. I., Szentagotai, A., & David, D. (2012) · Journal of Neural Transmission · doi:10.1007/s00702-012-0862-3 · Cited by 91 · see citing works
Wilens, T., Kwon, A., Tanguay, S., Chase, R., Moore, H., Faraone, S., & Biederman, J. (2005) · American Journal on Addictions · doi:10.1080/10550490591003639 · Cited by 87 · see citing works
Imeraj, L., Sonuga-Barke, E. J. S., Antrop, I., Roeyers, H., Wiersema, R., Bal, S., & Deboutte, D. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.04.007 · Cited by 84 · see citing works
Personality differences related to smoking and adult attention deficit hyperactivity disorder
Downey, K. K., Pomerleau, C. S., & Pomerleau, O. F. (1996) · Journal of Substance Abuse · doi:10.1016/s0899-3289(96)90139-x · Cited by 77 · see citing works
Caci, H. M., Bouchez, J., & Bayle, F. (2009) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2009.05.006 · Cited by 72 · see citing works
Statistical Challenges in Modern Astronomy II
Babu, G., & Feigelson, E. (1997) · Springer eBooks · doi:10.1007/978-1-4612-1968-2 · Cited by 70 · see citing works
Self-Reported Symptoms of ADHD Among College Students in China and the United States
Norvilitis, J., Ingersoll, T., Zhang, J., & Jia, S.-H. (2008) · Journal of Attention Disorders · doi:10.1177/1087054707308496 · Cited by 66 · see citing works
Morningness/eveningness, pubertal timing, and substance use in adolescent girls
Negriff, S. L., Dorn, L. D., Pabst, S. R., & Susman, E. J. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2010.07.006 · Cited by 64 · see citing works
Suhr, J. A., Zimak, E. H., Buelow, M. T., & Fox, L. (2008) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2008.08.008 · Cited by 53 · see citing works
The Composite Scale of Morningness: further psychometric properties and temporal stability
Caci, H. M., Nadalet, L., Staccini, P., Myquel, M., & Boyer, P. (2000) · European Psychiatry · doi:10.1016/s0924-9338(00)00231-5 · Cited by 53 · see citing works
Gelbmann, G., Kuhn-Natriashvili, S., Pazhedath, T. J., Ardeljan, M., Wöber, C., & Wöber, C. (2012) · Chronobiology International · doi:10.3109/07420528.2012.686946 · Cited by 44 · see citing works
Statistical Challenges in Modern Astronomy V
Feigelson, E. D., & Babu, G. J. (2012) · Lecture notes in statistics · doi:10.1007/978-1-4614-3520-4 · Cited by 42 · see citing works
Bae, S., Park, J. E., Lee, Y. J., Cho, I.-H., Kim, J., Koh, S., Kim, S. J., & Cho, S. (2010) · Psychiatry and Clinical Neurosciences · doi:10.1111/j.1440-1819.2010.02140.x · Cited by 37 · see citing works
Self-citationChang, A.-M., Buch, A. M., Bradstreet, D. S., Klements, D. J., & Duffy, J. F. (2011) · Journal of Biological Rhythms · doi:10.1177/0748730411402026 · Cited by 37 · see citing works
Yılmaz, Z., Kaplan, A. S., Zai, C. C. H., Levitan, R. D., & Kennedy, J. L. (2011) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2011.01.012 · Cited by 37 · see citing works
Amons, P. J. T., Kooij, J. J. S., Haffmans, P. M. J., Hoffman, T. O., & Hoencamp, E. (2006) · Journal of Affective Disorders · doi:10.1016/j.jad.2005.11.017 · Cited by 36 · see citing works
Allelic Variants Interaction ofCLOCKGene and G‐Protein β3 Subunit Gene with Diurnal Preference
Lee, H., Paik, J., Kang, S., Lim, S., & Kim, L. (2007) · Chronobiology International · doi:10.1080/07420520701534632 · Cited by 32 · see citing works
Hill, B. D., Pella, R., Singh, A. N. A., Jones, G. N., & Gouvier, W. (2009) · Journal of Attention Disorders · doi:10.1177/1087054708320384 · Cited by 31 · see citing works
Choub, A., Mancuso, M., Coppedè, F., LoGerfo, A., Orsucci, D., Petrozzi, L., Coscio, E. D., Maestri, M., Rocchi, A., Bonanni, E., et al. (2010) · Neurological Sciences · doi:10.1007/s10072-010-0415-1 · Cited by 24 · see citing works
Relationship of the Wender Utah Rating Scale to objective measures of attention
Mackin, R. S., & Horner, M. D. (2005) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2005.03.004 · Cited by 23 · see citing works
Suggestive evidence for linkage of ADHD features in bipolar disorder to chromosome 10p14
Joo, E., Greenwood, T. A., Schork, N. J., McKinney, R. A., Sadovnick, A. D., Remick, R. A., Keck, P. E., McElroy, S. L., & Kelsoe, J. R. (2009) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.31005 · Cited by 16 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Coogan, A. N., & McGowan, N. M. (2017) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-016-0214-5 · Cited by 208 · see citing works
- Authors
- Jeong, S. H., Yu, J.-C., Lee, C. H., Choi, K.-S., Choi, J.-E., Kim, S. H., & Joo, E.-J.
- Affiliations
- Eulji University (KR)
- Seoul National University (KR)
- Corresponding author
- Joo, Eun-Jeong
- Venue
- European Archives of Psychiatry and Clinical Neuroscience
- Published
- 2013-09-26
- Volume
- 264
- Issue
- 1
- Pages
- 71-81
- ISSN
- 0003-9373 (ISSN-L)
- 0940-1334
- 1433-8491
- OpenAlex
- W2079497439
- Cited by
- 28
- References
- 62
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 1 · 2022: 2 · 2021: 2 · 2020: 4 · 2019: 4 · 2018: 2 · 2017: 3 · 2016: 3 · 2015: 1 · 2014: 2 · 2013: 1
- FWCI
- 1.65
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- European Archives of Psychiatry and Clinical Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Research Foundation of Korea
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- attention deficit hyperactivity disorder, clock genes, circadian rhythm, quantitative trait loci, Wender Utah Rating Scale, Composite Scale of Morningness, genetic association
- MeSH terms
- Adolescent, Adult, Attention Deficit Disorder with Hyperactivity, Circadian Rhythm, Female, Genotype, Humans, Male, Psychiatric Status Rating Scales, Statistics as Topic, Young Adult, Genetic Association Studies, CLOCK Proteins
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review