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Chronobiology International
The Journal of Biological and Medical Rhythm Research
Volume 40, 2023 - Issue 6
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Research Article

Dynamic modelling of chronotype and hypo/manic and depressive symptoms in young people with emerging mental disorders

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Pages 699-709 | Received 17 Oct 2022, Accepted 11 Apr 2023, Published online: 03 May 2023

References

  • Antypa N, Vogelzangs N, Meesters Y, Schoevers R, Penninx BWJH. 2016. Chronotype associations with depression and anxiety disorders in a large cohort study. Depress Anxiety. 33:75–83. doi:10.1002/da.22422
  • Au J, Reece J. 2017. The relationship between chronotype and depressive symptoms: A meta-analysis. J Affect Disord. 218:93–104. doi:10.1016/j.jad.2017.04.021
  • Clark DA, Nuttall AK, Bowles RP. 2018. Misspecification in latent change score models: Consequences for parameter estimation, model evaluation, and predicting change. Multivariate Behav Res. 53:172–189. doi:10.1080/00273171.2017.1409612
  • Crouse JJ, Carpenter JS, Song YJC, Hockey SJ, Naismith SL, Grunstein RR, Scott EM, Merikangas KR, Scott J, Hickie IB. 2021. Circadian rhythm sleep-wake disturbances and depression in young people: Implications for prevention and early intervention. Lancet Psychiatry. 8:813–823. doi:10.1016/S2215-0366(21)00034-1
  • Crouse JJ, Chitty KM, Iorfino F, Carpenter JS, White D, Nichles A, Zmicerevska N, Tickell AM, Lee RSC, Naismith SL, et al. 2020a. Transdiagnostic neurocognitive subgroups and functional course in young people with emerging mental disorders: A cohort study. BJPsych Open. 6:e31. doi:10.1192/bjo.2020.12
  • Crouse JJ, Chitty KM, White D, Lee RSC, Moustafa AA, Naismith SL, Scott J, Hermens DF, Hickie IB. 2020b. Modelling change in neurocognition, symptoms and functioning in young people with emerging mental disorders. J Psychiatr Res. 131:22–30. doi:10.1016/j.jpsychires.2020.08.028
  • Druiven SJM, Hovenkamp-Hermelink JHM, Knapen SE, Kamphuis J, Haarman BCM, Penninx BWJH, Antypa N, Meesters Y, Schoevers RA, Riese H. 2020. Stability of chronotype over a 7-year follow-up period and its association with severity of depressive and anxiety symptoms. Depress Anxiety. 37:466–474. doi:10.1002/da.22995
  • Facer-Childs ER, Middleton B, Skene DJ, Bagshaw AP. 2019. Resetting the late timing of ‘night owls’ has a positive impact on mental health and performance. Sleep Med. 60:236–247. doi:10.1016/j.sleep.2019.05.001
  • Fischer D, Lombardi DA, Marucci-Wellman H, Roenneberg T. 2017. Chronotypes in the US – Influence of age and sex. Plos One. 12:e0178782. doi:10.1371/journal.pone.0178782
  • Giglio LMF, Magalhães PVS, Andersen ML, Walz JC, Jakobson L, Kapczinski F. 2010. Circadian preference in bipolar disorder. Sleep Breathing. 14:153–155. doi:10.1007/s11325-009-0301-3
  • Grimm KJ. 2007. Multivariate longitudinal methods for studying developmental relationships between depression and academic achievement. Int J Behav Dev. 31:328–339. doi:10.1177/0165025407077754
  • Grimm K, Ram N. 2018. Latent growth and dynamic structural equation models. Annu Rev Clin Psychol. 14:55–89. doi:10.1146/annurev-clinpsy-050817-084840
  • Hamilton M. 1960. A rating scale for depression. J Neurol Neurosurg Psychiatry. 23:56–62. doi:10.1136/jnnp.23.1.56
  • Haraden DA, Mullin BC, Hankin BL. 2017. The relationship between depression and chronotype: A longitudinal assessment during childhood and adolescence. Depress Anxiety. 34:967–976. doi:10.1002/da.22682
  • Hickie IB, Merikangas KR, Carpenter JS, et al. 2023. Does circadian dysrhythmia drive the switch into high or low activation states in bipolar I disorder? Bipolar Disord. 1–9. doi:10.1111/bdi.13304
  • Hoe M, Nakagami E, Green MF, Brekke JS. 2012. The causal relationships between neurocognition, social cognition and functional outcome over time in schizophrenia: A latent difference score approach. Psychol Med. 42:2287–2299. doi:10.1017/S0033291712000578
  • Horne JA, Östberg O. 1976. A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms. Int J Chronobiol. 4:97–110.
  • Jones SE, Lane JM, Wood AR, van Hees VT, Tyrrell J, Beaumont RN, Jeffries AR, Dashti HS, Hillsdon M, Ruth KS, et al. 2019. Genome-wide association analyses of chronotype in 697,828 individuals provides insights into circadian rhythms. Nat Commun. 10:343. doi:10.1038/s41467-018-08259-7
  • Kanagarajan K, Gou K, Antinora C, Buyukkurt A, Crescenzi O, Beaulieu S, Storch KF, Mantere O. 2018. Morningness-Eveningness questionnaire in bipolar disorder. Psychiatry Res. 262:102–107. doi:10.1016/j.psychres.2018.02.004
  • Kievit RA, Brandmaier AM, Ziegler G, van Harmelen AL, de Mooij SMM, Moutoussis M, Goodyer IM, Bullmore E, Jones PB, Fonagy P, et al. 2018. Developmental cognitive neuroscience using latent change score models: A tutorial and applications. Dev Cogn Neurosci. 33:99–117. doi:10.1016/j.dcn.2017.11.007
  • Kline RB. 2011. Principles and practice of structural equation modeling. 3rd ed. New York, NY: Guildford Press.
  • Lanza ST, Bray BC, Collins LM. 2013. An introduction to latent class and latent transition analysis. In: Schinka JA, Velicer WF Weiner IB, editors. Handbook of psychology. Hoboken, NJ: Wiley; pp. 691–716.
  • Lee RSC, Hermens DF, Naismith SL, Kaur M, Guastella AJ, Glozier N, Scott J, Scott EM, Hickie IB. 2018. Clinical, neurocognitive and demographic factors associated with functional impairment in the Australian brain and mind youth cohort study (2008-2016). BMJ Open. 8:e022659. doi:10.1136/bmjopen-2018-022659
  • Logan RW, McClung CA. 2019. Rhythms of life: Circadian disruption and brain disorders across the lifespan. Nat Rev Neurosci. 20:49–65. doi:10.1038/s41583-018-0088-y
  • Lukasiewicz M, Gerard S, Besnard A, Falissard B, Perrin E, Sapin H, Tohen M, Reed C, Azorin J-M, Group TES. 2013. Young mania rating scale: How to interpret the numbers? Determination of a severity threshold and of the minimal clinically significant difference in the EMBLEM cohort. Int J Methods Psychiatr Res. 22:46–58. doi:10.1002/mpr.1379
  • Mansour HA, Wood J, Chowdari KV, Dayal M, Thase ME, Kupfer DJ, Monk TH, Devlin B, Nimgaonkar VL. 2005. Circadian phase variation in bipolar I disorder. Chronobiol Int. 22:571–584. doi:10.1081/CBI-200062413
  • McCarthy MJ, Gottlieb JF, Gonzalez R, McClung CA, Alloy LB, Cain S, Dulcis D, Etain B, Frey BN, Garbazza C, et al. 2022. Neurobiological and behavioral mechanisms of circadian rhythm disruption in bipolar disorder: A critical multi-disciplinary literature review and agenda for future research from the ISBD task force on chronobiology. Bipolar Disord. 24:232–263. doi:10.1111/bdi.13165
  • McCarthy MJ, Wei H, Nievergelt CM, Stautland A, Maihofer AX, Welsh DK, Shilling P, Alda M, Alliey-Rodriguez N, Anand A, et al. 2019. Chronotype and cellular circadian rhythms predict the clinical response to lithium maintenance treatment in patients with bipolar disorder. Neuropsychopharmacology. 44:620–628. doi:10.1038/s41386-018-0273-8
  • Melo MCA, Abreu RLC, Linhares Neto VB, de Bruin PFC, de Bruin VMS. 2017. Chronotype and circadian rhythm in bipolar disorder: A systematic review. Sleep Med Rev. 34:46–58. doi:10.1016/j.smrv.2016.06.007
  • Merikanto I, Lahti T, Kronholm E, Peltonen M, Laatikainen T, Vartiainen E, Salomaa V, Partonen T. 2013. Evening types are prone to depression. Chronobiol Int. 30:719–725. doi:10.3109/07420528.2013.784770
  • Merikanto I, Partonen T. 2021. Eveningness increases risks for depressive and anxiety symptoms and hospital treatments mediated by insufficient sleep in a population-based study of 18,039 adults. Depress Anxiety. 38:1066–1077. doi:10.1002/da.23189
  • Meyrel M, Scott J, Etain B. 2022. Chronotypes and circadian rest–activity rhythms in bipolar disorders: A meta-analysis of self- and observer rating scales. Bipolar Disord. 24:286–297. doi:10.1111/bdi.13122
  • Murray G, Gottlieb J, Hidalgo MP, Etain B, Ritter P, Skene DJ, Garbazza C, Bullock B, Merikangas K, Zipunnikov V, et al. 2020. Measuring circadian function in bipolar disorders: Empirical and conceptual review of physiological, actigraphic, and self-report approaches. Bipolar Disord. 22:693–710. doi:10.1111/bdi.12963
  • Natale V, Cicogna P. 2002. Morningness-eveningness dimension: Is it really a continuum? Pers Individ Dif. 32:809–816. doi:10.1016/S0191-8869(01)00085-X
  • Nichles A, Zmicerevska N, Song YJC, Wilson C, McHugh C, Hamilton B, Crouse J, Rohleder C, Carpenter JS, Ho N, et al. 2021. Neurobiology youth follow-up study: Protocol to establish a longitudinal and prospective research database using multimodal assessments for current and past mental health treatment-seeking young people within an early intervention service. BMJ Open. 11:e044731. doi:10.1136/bmjopen-2020-044731
  • Norbury R. 2021. Diurnal preference and depressive symptomatology: A meta-analysis. Sci Rep. 11:12003. doi:10.1038/s41598-021-91205-3
  • Pornprasertmanit S, Miller P, Schoemann A, Jorgensen TD. 2021. simsem: SIMulated Structrual Equation Modeling.
  • R Core Team. 2022. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
  • Robillard R, Carpenter JS, Feilds K, Hermens DF, White D, Naismith SL, Bartlett D, Whitwell B, Southan J, Scott EM, et al. 2018a. Parallel changes in mood and melatonin rhythm following an adjunctive multimodal chronobiological intervention with agomelatine in people with depression: A proof of concept open label study. Front Psychiatry. 9. doi:10.3389/fpsyt.2018.00624
  • Robillard R, Carpenter JS, Rogers NL, Fares S, Grierson AB, Hermens DF, Naismith SL, Mullin SJ, Feilds KL, Glozier N, et al. 2018b. Circadian rhythms and psychiatric profiles in young adults with unipolar depressive disorders. Transl Psychiatry. 8:213. doi:10.1038/s41398-018-0255-y
  • Robillard R, Oxley C, Hermens DF, White D, Wallis R, Naismith SL, Whitwell B, Southan J, Scott EM, Hickie IB. 2016. The relative contributions of psychiatric symptoms and psychotropic medications on the sleep-wake profile of young persons with anxiety, depression and bipolar disorders. Psychiatry Res. 243:403–406. doi:10.1016/j.psychres.2016.06.025
  • Roenneberg T. 2015. Having trouble typing? What on Earth is chronotype? J Biol Rhythms. 30:487–491. doi:10.1177/0748730415603835
  • Roenneberg T, Kuehnle T, Pramstaller PP, Ricken J, Havel M, Guth A, Merrow M. 2004. A marker for the end of adolescence. Curr Biol. 14:R1038–1039. doi:10.1016/j.cub.2004.11.039
  • Roenneberg T, Merrow M. 2007. Entrainment of the human circadian clock. Cold Spring Harb Symp Quant Biol. 72:293–299. doi:10.1101/sqb.2007.72.043
  • Roenneberg T, Wirz-Justice A, Merrow M. 2003. Life between clocks: Daily temporal patterns of human chronotypes. J Biol Rhythms. 18:80–90. doi:10.1177/0748730402239679
  • Rosseel Y. 2012. Lavaan: An R package for structural equation modeling. J Stat Softw. 48:1–36. doi:10.18637/jss.v048.i02
  • Santisteban JA, Brown TG, Gruber R. 2018. Association between the munich chronotype questionnaire and wrist actigraphy. Sleep Disord. 2018:5646848. doi:10.1155/2018/5646848
  • Savalei V, Rosseel Y. 2022. Computational options for standard errors and test statistics with incomplete normal and nonnormal data in SEM. Struct Equation Model: Multidiscip J. 29:163–181. doi:10.1080/10705511.2021.1877548
  • Scott J, Etain B, Miklowitz D, Crouse JJ, Carpenter J, Marwaha S, Smith D, Merikangas K, Hickie I. 2022. A systematic review and meta-analysis of sleep and circadian rhythms disturbances in individuals at high-risk of developing or with early onset of bipolar disorders. Neurosci Biobehav Rev. 135:104585. doi:10.1016/j.neubiorev.2022.104585
  • Scott EM, Hermens DF, Glozier N, Naismith SL, Guastella AJ, Hickie IB. 2012. Targeted primary care-based mental health services for young Australians. Med J Aust. 196:136–140. doi:10.5694/mja11.10481
  • Tonetti L, Adan A, Di Milia L, Randler C, Natale V. 2015. Measures of circadian preference in childhood and adolescence: A review. Eur Pscyhiatry. 30:576–582. doi:10.1016/j.eurpsy.2015.01.006
  • Vidafar P, Yocum AK, Han P, McInnis MG, Burgess HJ. 2021. Late chronotype predicts more depressive symptoms in bipolar disorder over a 5 year follow-up period. Int J Bipolar Disord. 9:28. doi:10.1186/s40345-021-00233-5
  • Voelkle MC, Oud JHL. 2015. Relating latent change score and continuous time models. Struct Equation Model: Multidiscip J. 22:366–381. doi:10.1080/10705511.2014.935918
  • Wang YA, Rhemtulla M. 2021. Power analysis for parameter estimation in structural equation modeling: A discussion and tutorial. Adv Methods Pract Psycholog Sci. 4:2515245920918253. doi:10.1177/2515245920918253
  • Westland JC. 2010. Lower bounds on sample size in structural equation modeling. Electron Commer Res Appl. 9:476–487. doi:10.1016/j.elerap.2010.07.003
  • Wright KP Jr., McHill AW, Birks BR, Griffin BR, Rusterholz T, Chinoy ED. 2013. Entrainment of the human circadian clock to the natural light-dark cycle. Curr Biol. 23:1554–1558. doi:10.1016/j.cub.2013.06.039
  • Wulff K, Gatti S, Wettstein JG, Foster RG. 2010. Sleep and circadian rhythm disruption in psychiatric and neurodegenerative disease. Nat Rev Neurosci. 11:589–599. doi:10.1038/nrn2868
  • Young R, Biggs J, Ziegler V, Meyer D. 1978. A rating scale for mania: Reliability, validity and sensitivity. Br J Psychiatry. 133:429–435. doi:10.1192/bjp.133.5.429
  • Yuan K-H, Bentler PM. 2000. 5. Three likelihood-based methods for mean and covariance structure analysis with nonnormal missing data. Sociol Methodol. 30:165–200. doi:10.1111/0081-1750.00078
  • Zimmerman M, Martinez JH, Young D, Chelminski I, Dalrymple K. 2013. Severity classification on the hamilton depression rating scale. J Affect Disord. 150:384–388. doi:10.1016/j.jad.2013.04.028