메뉴 건너뛰기




Volumn 37, Issue 10, 2014, Pages 1589-1600H

Blood-gene expression reveals reduced circadian rhythmicity in individuals resistant to sleep deprivation

Author keywords

Circadian rhythm; Gene expression; Microarray analysis; Psychomotor vigilance test; Sleep deprivation

Indexed keywords

ADULT; ALERTNESS; ARTICLE; BLOOD CELL; CIRCADIAN RHYTHM; CLINICAL ARTICLE; FEMALE; GENE; GENE EXPRESSION; HUMAN; HUMAN CELL; MALE; MONOCYTE; SLEEP DEPRIVATION; SLEEP TIME; SLEEP WAKING CYCLE; STATISTICAL SIGNIFICANCE; TEMPORAL ANALYSIS; WAKEFULNESS; ATTENTION; BLOOD; GENE EXPRESSION PROFILING; GENETICS; INDIVIDUALITY; PATHOPHYSIOLOGY; PHYSIOLOGY; PSYCHOMOTOR PERFORMANCE; SLEEP; TIME FACTOR;

EID: 84907943718     PISSN: 01618105     EISSN: 15509109     Source Type: Journal    
DOI: 10.5665/sleep.4064     Document Type: Article
Times cited : (63)

References (63)
  • 1
    • 77649214683 scopus 로고    scopus 로고
    • The prevalence of short sleep duration by industry and occupation in the National Health Interview Survey
    • Luckhaupt SE, Tak S, Calvert GM. The prevalence of short sleep duration by industry and occupation in the National Health Interview Survey. Sleep 2010;33:149-59.
    • (2010) Sleep , vol.33 , pp. 149-159
    • Luckhaupt, S.E.1    Tak, S.2    Calvert, G.M.3
  • 2
    • 79955086353 scopus 로고    scopus 로고
    • Short sleep in young adults: Insomnia or sleep debt? Prevalence and clinical description of short sleep in a representative sample of 1004 young adults from France
    • Leger D, Roscoat E, Bayon V, Guignard R, Paquereau J, Beck F. Short sleep in young adults: Insomnia or sleep debt? Prevalence and clinical description of short sleep in a representative sample of 1004 young adults from France. Sleep Med 2011;12:454-62.
    • (2011) Sleep Med , vol.12 , pp. 454-462
    • Leger, D.1    Roscoat, E.2    Bayon, V.3    Guignard, R.4    Paquereau, J.5    Beck, F.6
  • 4
    • 72449161215 scopus 로고    scopus 로고
    • Amyloid-beta dynamics are regulated by orexin and the sleep-wake cycle
    • Kang JE, Lim MM, Bateman RJ, et al. Amyloid-beta dynamics are regulated by orexin and the sleep-wake cycle. Science 2009;326:1005-7.
    • (2009) Science , vol.326 , pp. 1005-1007
    • Kang, J.E.1    Lim, M.M.2    Bateman, R.J.3
  • 5
    • 3543008959 scopus 로고    scopus 로고
    • Systematic interindividual differences in neurobehavioral impairment from sleep loss: Evidence of trait-like differential vulnerability
    • Van Dongen HP, Baynard MD, Maislin G, Dinges DF. Systematic interindividual differences in neurobehavioral impairment from sleep loss: evidence of trait-like differential vulnerability. Sleep 2004;27:423-33.
    • (2004) Sleep , vol.27 , pp. 423-433
    • Van Dongen, H.P.1    Baynard, M.D.2    Maislin, G.3    Dinges, D.F.4
  • 7
    • 16844363628 scopus 로고    scopus 로고
    • Decreased brain activation during a working memory task at rested baseline is associated with vulnerability to sleep deprivation
    • Mu Q, Mishory A, Johnson KA, et al. Decreased brain activation during a working memory task at rested baseline is associated with vulnerability to sleep deprivation. Sleep 2005;28:433-46.
    • (2005) Sleep , vol.28 , pp. 433-446
    • Mu, Q.1    Mishory, A.2    Johnson, K.A.3
  • 8
    • 33646563488 scopus 로고    scopus 로고
    • Functional imaging of working memory following normal sleep and after 24 and 35 h of sleep deprivation: Correlations of fronto-parietal activation with performance
    • Chee MW, Chuah LY, Venkatraman V, Chan WY, Philip P, Dinges DF. Functional imaging of working memory following normal sleep and after 24 and 35 h of sleep deprivation: Correlations of fronto-parietal activation with performance. Neuroimage 2006;31:419-28.
    • (2006) Neuroimage , vol.31 , pp. 419-428
    • Chee, M.W.1    Chuah, L.Y.2    Venkatraman, V.3    Chan, W.Y.4    Philip, P.5    Dinges, D.F.6
  • 9
    • 84865982813 scopus 로고    scopus 로고
    • Heritability of performance deficit accumulation during acute sleep deprivation in twins
    • Kuna ST, Maislin G, Pack FM, et al. Heritability of performance deficit accumulation during acute sleep deprivation in twins. Sleep 2012;35:1223-33.
    • (2012) Sleep , vol.35 , pp. 1223-1233
    • Kuna, S.T.1    Maislin, G.2    Pack, F.M.3
  • 11
    • 38049174218 scopus 로고    scopus 로고
    • Homer1a is a core brain molecular correlate of sleep loss
    • Maret S, Dorsaz S, Gurcel L, et al. Homer1a is a core brain molecular correlate of sleep loss. Proc Natl Acad Sci U S A 2007;104:20090-5.
    • (2007) Proc Natl Acad Sci U S A , vol.104 , pp. 20090-20095
    • Maret, S.1    Dorsaz, S.2    Gurcel, L.3
  • 12
  • 13
    • 84857178445 scopus 로고    scopus 로고
    • Quantifying the white blood cell transcriptome as an accessible window to the multiorgan transcriptome
    • Kohane IS, Valtchinov VI. Quantifying the white blood cell transcriptome as an accessible window to the multiorgan transcriptome. Bioinformatics 2012;28:538-45.
    • (2012) Bioinformatics , vol.28 , pp. 538-545
    • Kohane, I.S.1    Valtchinov, V.I.2
  • 14
    • 84875236078 scopus 로고    scopus 로고
    • Effects of insufficient sleep on circadian rhythmicity and expression amplitude of the human blood transcriptome
    • Möller-Levet CS, Archer SN, Bucca G, et al. Effects of insufficient sleep on circadian rhythmicity and expression amplitude of the human blood transcriptome. Proc Natl Acad Sci U S A 2013;110:E1132-41.
    • (2013) Proc Natl Acad Sci U S A , vol.110 , pp. E1132-E1141
    • Möller-Levet, C.S.1    Archer, S.N.2    Bucca, G.3
  • 15
    • 84868578532 scopus 로고    scopus 로고
    • Whole blood genome-wide gene expression profile in males after prolonged wakefulness and sleep recovery
    • Pellegrino R, Sunaga DY, Guindalini C, et al. Whole blood genome-wide gene expression profile in males after prolonged wakefulness and sleep recovery. Physiol Genomics 2012;44:1003-12.
    • (2012) Physiol Genomics , vol.44 , pp. 1003-1012
    • Pellegrino, R.1    Sunaga, D.Y.2    Guindalini, C.3
  • 16
    • 80055030043 scopus 로고    scopus 로고
    • Sleep loss reduces the DNAbinding of BMAL1, CLOCK, and NPAS2 to specific clock genes in the mouse cerebral cortex
    • Mongrain V, La Spada F, Curie T, Franken P. Sleep loss reduces the DNAbinding of BMAL1, CLOCK, and NPAS2 to specific clock genes in the mouse cerebral cortex. PloS One 2011;6:e26622.
    • (2011) PloS One , vol.6 , pp. e26622
    • Mongrain, V.1    La Spada, F.2    Curie, T.3    Franken, P.4
  • 17
    • 78349299191 scopus 로고
    • Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations
    • Dinges DF, Powell JW. Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations. Behav Res Meth Instr Comp 1985;17:652-5.
    • (1985) Behav Res Meth Instr Comp , vol.17 , pp. 652-655
    • Dinges, D.F.1    Powell, J.W.2
  • 18
    • 84873601586 scopus 로고    scopus 로고
    • [cited 2009 Aug 24]; Available from
    • Bolstad B. RMAExpress. [cited 2009 Aug 24]; Available from: http:// rmaexpress.bmbolstad.com/
    • RMAExpress
    • Bolstad, B.1
  • 20
    • 0036081355 scopus 로고    scopus 로고
    • Gene Expression Omnibus: NCBI gene expression and hybridization array data repository
    • Edgar R, Domrachev M, Lash AE. Gene Expression Omnibus: NCBI gene expression and hybridization array data repository. Nucleic Acids Res 2002;30:207-10.
    • (2002) Nucleic Acids Res , vol.30 , pp. 207-210
    • Edgar, R.1    Domrachev, M.2    Lash, A.E.3
  • 21
    • 24144445705 scopus 로고    scopus 로고
    • Improved statistical tests for differential gene expression by shrinking variance components estimates
    • Cui X, Hwang JT, Qiu J, Blades NJ, Churchill GA. Improved statistical tests for differential gene expression by shrinking variance components estimates. Biostatistics 2005;6:59-75.
    • (2005) Biostatistics , vol.6 , pp. 59-75
    • Cui, X.1    Hwang, J.T.2    Qiu, J.3    Blades, N.J.4    Churchill, G.A.5
  • 22
    • 0242291496 scopus 로고    scopus 로고
    • MAANOVA: A software package for the analysis of spotted cDNA microarray experiments
    • In: Parmgiani G, Garrett ES, Irizarry RA, Zeger SL, eds. New York: Springer
    • Wu H, Kerr MK, Cui XQ, Churchill GA. MAANOVA: a software package for the analysis of spotted cDNA microarray experiments. In: Parmgiani G, Garrett ES, Irizarry RA, Zeger SL, eds. The analysis of gene expression data: an overview of methods and software. New York: Springer, 2003:313-431.
    • (2003) The Analysis of Gene Expression Data: An Overview of Methods and Software , pp. 313-431
    • Wu, H.1    Kerr, M.K.2    Cui, X.Q.3    Churchill, G.A.4
  • 23
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Series B Stat Methodol 1995;57:289-300.
    • (1995) J R Stat Soc Series B Stat Methodol , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 26
    • 77957266573 scopus 로고    scopus 로고
    • JTK-CYCLE: An efficient nonparametric algorithm for detecting rhythmic components in genomescale data sets
    • Hughes ME, Hogenesch JB, Kornacker K. JTK-CYCLE: an efficient nonparametric algorithm for detecting rhythmic components in genomescale data sets. J Biol Rhythms 2010;25:372-80.
    • (2010) J Biol Rhythms , vol.25 , pp. 372-380
    • Hughes, M.E.1    Hogenesch, J.B.2    Kornacker, K.3
  • 27
    • 27344435774 scopus 로고    scopus 로고
    • Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
    • Subramanian A, Tamayo P, Mootha VK, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A 2005;102:15545-50.
    • (2005) Proc Natl Acad Sci U S A , vol.102 , pp. 15545-15550
    • Subramanian, A.1    Tamayo, P.2    Mootha, V.K.3
  • 28
    • 80052946330 scopus 로고    scopus 로고
    • Introduction to statistical methods for analyzing large data sets: Gene-set enrichment analysis
    • Clark NR, Ma'ayan A. Introduction to statistical methods for analyzing large data sets: gene-set enrichment analysis. Sci Signal;4:tr4.
    • Sci Signal , vol.4 , pp. tr4
    • Clark, N.R.1    Ma'ayan, A.2
  • 29
    • 75549090213 scopus 로고    scopus 로고
    • KEGG for representation and analysis of molecular networks involving diseases and drugs
    • Kanehisa M, Goto S, Furumichi M, Tanabe M, Hirakawa M. KEGG for representation and analysis of molecular networks involving diseases and drugs. Nucleic Acids Res 2010;38:D355-60.
    • (2010) Nucleic Acids Res , vol.38 , pp. D355-D360
    • Kanehisa, M.1    Goto, S.2    Furumichi, M.3    Tanabe, M.4    Hirakawa, M.5
  • 30
    • 46749152178 scopus 로고    scopus 로고
    • A modular analysis framework for blood genomics studies: Application to systemic lupus erythematosus
    • Chaussabel D, Quinn C, Shen J, et al. A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus. Immunity 2008;29:150-64.
    • (2008) Immunity , vol.29 , pp. 150-164
    • Chaussabel, D.1    Quinn, C.2    Shen, J.3
  • 31
    • 77957266573 scopus 로고    scopus 로고
    • JTK-CYCLE: An efficient nonparametric algorithm for detecting rhythmic components in genomescale data sets
    • Hughes ME, Hogenesch JB, Kornacker K. JTK-CYCLE: an efficient nonparametric algorithm for detecting rhythmic components in genomescale data sets. J Biol Rhythms;25:372-80.
    • J Biol Rhythms , vol.25 , pp. 372-380
    • Hughes, M.E.1    Hogenesch, J.B.2    Kornacker, K.3
  • 32
    • 33749031807 scopus 로고    scopus 로고
    • Molecular components of the mammalian circadian clock
    • Ko CH, Takahashi JS. Molecular components of the mammalian circadian clock. Hum Mol Genet 2006;15 Spec No 2:R271-7.
    • (2006) Hum Mol Genet , vol.15 , pp. R271-R277
    • Ko, C.H.1    Takahashi, J.S.2
  • 33
    • 0037167847 scopus 로고    scopus 로고
    • Dec1 and Dec2 are regulators of the mammalian molecular clock
    • Honma S, Kawamoto T, Takagi Y, et al. Dec1 and Dec2 are regulators of the mammalian molecular clock. Nature 2002;419:841-4.
    • (2002) Nature , vol.419 , pp. 841-844
    • Honma, S.1    Kawamoto, T.2    Takagi, Y.3
  • 34
    • 79953178583 scopus 로고    scopus 로고
    • Direct regulation of CLOCK expression by REVERB
    • Crumbley C, Burris TP. Direct regulation of CLOCK expression by REVERB. PloS one 2011;6:e17290.
    • (2011) PloS One , vol.6 , pp. e17290
    • Crumbley, C.1    Burris, T.P.2
  • 35
    • 18444414586 scopus 로고    scopus 로고
    • Coordinated transcription of key pathways in the mouse by the circadian clock
    • Panda S, Antoch MP, Miller BH, et al. Coordinated transcription of key pathways in the mouse by the circadian clock. Cell 2002;109:307-20.
    • (2002) Cell , vol.109 , pp. 307-320
    • Panda, S.1    Antoch, M.P.2    Miller, B.H.3
  • 36
    • 0037007625 scopus 로고    scopus 로고
    • Extensive and divergent circadian gene expression in liver and heart
    • Storch KF, Lipan O, Leykin I, et al. Extensive and divergent circadian gene expression in liver and heart. Nature 2002;417:78-83.
    • (2002) Nature , vol.417 , pp. 78-83
    • Storch, K.F.1    Lipan, O.2    Leykin, I.3
  • 37
    • 33645790960 scopus 로고    scopus 로고
    • Characterization of peripheral circadian clocks in adipose tissues
    • Zvonic S, Ptitsyn AA, Conrad SA, et al. Characterization of peripheral circadian clocks in adipose tissues. Diabetes 2006;55:962-70.
    • (2006) Diabetes , vol.55 , pp. 962-970
    • Zvonic, S.1    Ptitsyn, A.A.2    Conrad, S.A.3
  • 40
    • 84871917034 scopus 로고    scopus 로고
    • Human blood metabolite timetable indicates internal body time
    • Kasukawa T, Sugimoto M, Hida A, et al. Human blood metabolite timetable indicates internal body time. Proc Natl Acad Sci U S A 2012;109:15036-41.
    • (2012) Proc Natl Acad Sci U S A , vol.109 , pp. 15036-15041
    • Kasukawa, T.1    Sugimoto, M.2    Hida, A.3
  • 41
    • 20444502998 scopus 로고    scopus 로고
    • The orphan nuclear receptor RORalpha regulates circadian transcription of the mammalian core-clock Bmal1
    • Akashi M, Takumi T. The orphan nuclear receptor RORalpha regulates circadian transcription of the mammalian core-clock Bmal1. Nat Struct Mol Biol 2005;12:441-8.
    • (2005) Nat Struct Mol Biol , vol.12 , pp. 441-448
    • Akashi, M.1    Takumi, T.2
  • 42
    • 24944460267 scopus 로고    scopus 로고
    • Differential control of Bmal1 circadian transcription by REV-ERB and ROR nuclear receptors
    • Guillaumond F, Dardente H, Giguere V, Cermakian N. Differential control of Bmal1 circadian transcription by REV-ERB and ROR nuclear receptors. J Biol Rhythms 2005;20:391-403.
    • (2005) J Biol Rhythms , vol.20 , pp. 391-403
    • Guillaumond, F.1    Dardente, H.2    Giguere, V.3    Cermakian, N.4
  • 43
    • 78049331321 scopus 로고    scopus 로고
    • Circadian expression of clockand tumor suppressor genes in human oral mucosa
    • Zieker D, Jenne I, Koenigsrainer I, et al. Circadian expression of clockand tumor suppressor genes in human oral mucosa. Cell Physiol Biochem 2010;26:155-66.
    • (2010) Cell Physiol Biochem , vol.26 , pp. 155-166
    • Zieker, D.1    Jenne, I.2    Koenigsrainer, I.3
  • 44
    • 4143142003 scopus 로고    scopus 로고
    • A functional genomics strategy reveals Rora as a component of the mammalian circadian clock
    • Sato TK, Panda S, Miraglia LJ, et al. A functional genomics strategy reveals Rora as a component of the mammalian circadian clock. Neuron 2004;43:527-37.
    • (2004) Neuron , vol.43 , pp. 527-537
    • Sato, T.K.1    Panda, S.2    Miraglia, L.J.3
  • 45
    • 77649293496 scopus 로고    scopus 로고
    • The effect of food intake on gene expression in human peripheral blood
    • Leonardson AS, Zhu J, Chen Y, et al. The effect of food intake on gene expression in human peripheral blood. Hum Mol Genet 2010;19:159-69.
    • (2010) Hum Mol Genet , vol.19 , pp. 159-169
    • Leonardson, A.S.1    Zhu, J.2    Chen, Y.3
  • 46
    • 37149030304 scopus 로고    scopus 로고
    • Expression of clock genes in human peripheral blood mononuclear cells throughout the sleep/wake and circadian cycles
    • James FO, Boivin DB, Charbonneau S, Bélanger V, Cermakian N. Expression of clock genes in human peripheral blood mononuclear cells throughout the sleep/wake and circadian cycles. Chronobiol Int 2007;24:1009-34.
    • (2007) Chronobiol Int , vol.24 , pp. 1009-1034
    • James, F.O.1    Boivin, D.B.2    Charbonneau, S.3    Bélanger, V.4    Cermakian, N.5
  • 47
    • 36248934760 scopus 로고    scopus 로고
    • Macromolecule biosynthesis: A key function of sleep
    • Mackiewicz M, Shockley KR, Romer MA, et al. Macromolecule biosynthesis: a key function of sleep. Physiol Genomics 2007;31:441-57.
    • (2007) Physiol Genomics , vol.31 , pp. 441-457
    • Mackiewicz, M.1    Shockley, K.R.2    Romer, M.A.3
  • 48
    • 84867099976 scopus 로고    scopus 로고
    • Expanding roles for SREBP in metabolism
    • Shao W, Espenshade PJ. Expanding roles for SREBP in metabolism. Cell Metab 2012;16:414-9.
    • (2012) Cell Metab , vol.16 , pp. 414-419
    • Shao, W.1    Espenshade, P.J.2
  • 50
    • 84876562810 scopus 로고    scopus 로고
    • Cross-translational studies in human and Drosophila identify markers of sleep loss
    • Thimgan MS, Gottschalk L, Toedebusch C, et al. Cross-translational studies in human and Drosophila identify markers of sleep loss. PloS One 2013;8:e61016.
    • (2013) PloS One , vol.8 , pp. e61016
    • Thimgan, M.S.1    Gottschalk, L.2    Toedebusch, C.3
  • 52
    • 65549129703 scopus 로고    scopus 로고
    • Circadian clock genes and sleep homeostasis
    • Franken P, Dijk DJ. Circadian clock genes and sleep homeostasis. Eur J Neurosci 2009;29:1820-9.
    • (2009) Eur J Neurosci , vol.29 , pp. 1820-1829
    • Franken, P.1    Dijk, D.J.2
  • 53
    • 0020368354 scopus 로고
    • A two process model of sleep regulation
    • Borbely AA. A two process model of sleep regulation. Hum Neurobiol 1982;1:195-204.
    • (1982) Hum Neurobiol , vol.1 , pp. 195-204
    • Borbely, A.A.1
  • 54
    • 68949200379 scopus 로고    scopus 로고
    • The transcriptional repressor DEC2 regulates sleep length in mammals
    • He Y, Jones CR, Fujiki N, et al. The transcriptional repressor DEC2 regulates sleep length in mammals. Science 2009;325:866-70.
    • (2009) Science , vol.325 , pp. 866-870
    • He, Y.1    Jones, C.R.2    Fujiki, N.3
  • 55
    • 0038482182 scopus 로고    scopus 로고
    • MSharp-1/DEC2, a basic helix-loophelix protein functions as a transcriptional repressor of e box activity and Stra13 expression
    • Azmi S, Sun H, Ozog A, Taneja R. mSharp-1/DEC2, a basic helix-loophelix protein functions as a transcriptional repressor of E box activity and Stra13 expression. J Biol Chem 2003;278:20098-109.
    • (2003) J Biol Chem , vol.278 , pp. 20098-20109
    • Azmi, S.1    Sun, H.2    Ozog, A.3    Taneja, R.4
  • 57
    • 65249155915 scopus 로고    scopus 로고
    • Molecular signatures in obstructive sleep apnea in adults: A review and perspective
    • Arnardottir ES, Mackiewicz M, Gislason T, Teff KL, Pack AI. Molecular signatures in obstructive sleep apnea in adults: a review and perspective. Sleep 2009;32:447-70.
    • (2009) Sleep , vol.32 , pp. 447-470
    • Arnardottir, E.S.1    Mackiewicz, M.2    Gislason, T.3    Teff, K.L.4    Pack, A.I.5
  • 58
    • 73649083403 scopus 로고    scopus 로고
    • Gene expression profiles in peripheral blood mononuclear cells can distinguish patients with nonsmall cell lung cancer from patients with nonmalignant lung disease
    • Showe MK, Vachani A, Kossenkov AV, et al. Gene expression profiles in peripheral blood mononuclear cells can distinguish patients with nonsmall cell lung cancer from patients with nonmalignant lung disease. Cancer Res 2009;69:9202-10.
    • (2009) Cancer Res , vol.69 , pp. 9202-9210
    • Showe, M.K.1    Vachani, A.2    Kossenkov, A.V.3
  • 60
    • 62549107001 scopus 로고    scopus 로고
    • Salivary alpha-amylase as a non-invasive biomarker for the sympathetic nervous system: Current state of research
    • Nater UM, Rohleder N. Salivary alpha-amylase as a non-invasive biomarker for the sympathetic nervous system: current state of research. Psychoneuroendocrinology 2009;34:486-96.
    • (2009) Psychoneuroendocrinology , vol.34 , pp. 486-496
    • Nater, U.M.1    Rohleder, N.2
  • 62
    • 78650416723 scopus 로고    scopus 로고
    • The feasibility of ambulatory biosensor measurement of salivary alpha amylase: Relationships with self-reported and naturalistic psychological stress
    • Robles TF, Shetty V, Zigler CM, et al. The feasibility of ambulatory biosensor measurement of salivary alpha amylase: Relationships with self-reported and naturalistic psychological stress. Biol Psychol 2011;86:50-6.
    • (2011) Biol Psychol , vol.86 , pp. 50-56
    • Robles, T.F.1    Shetty, V.2    Zigler, C.M.3
  • 63
    • 80053108436 scopus 로고    scopus 로고
    • Diurnal alpha amylase patterns in adolescents: Associations with puberty and momentary mood states
    • Adam EK, Till Hoyt L, Granger DA. Diurnal alpha amylase patterns in adolescents: associations with puberty and momentary mood states. Biol Psychol 2011;88:170-3.
    • (2011) Biol Psychol , vol.88 , pp. 170-173
    • Adam, E.K.1    Till Hoyt, L.2    Granger, D.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.