Bidirectional temporal associations between sleep and affect and cognitive symptoms among community-dwelling stroke survivors: An ecological momentary assessment study
Corresponding Author
Stephen C. L. Lau PhD
Department of Occupational Therapy, School of Health and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Program in Occupational Therapy, Washington University School of Medicine, St. Louis, Missouri, USA
Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
Correspondence
Stephen C. L. Lau, Program in Occupational Therapy, Washington University School of Medicine, 4480 Clayton Ave, St. Louis, MO 63110, USA.
Email: [email protected]
Search for more papers by this authorMartica L. Hall PhD
Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Search for more papers by this authorLauren Terhorst PhD
Department of Occupational Therapy, School of Health and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Search for more papers by this authorElizabeth R. Skidmore PhD
Department of Occupational Therapy, School of Health and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Search for more papers by this authorCorresponding Author
Stephen C. L. Lau PhD
Department of Occupational Therapy, School of Health and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Program in Occupational Therapy, Washington University School of Medicine, St. Louis, Missouri, USA
Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
Correspondence
Stephen C. L. Lau, Program in Occupational Therapy, Washington University School of Medicine, 4480 Clayton Ave, St. Louis, MO 63110, USA.
Email: [email protected]
Search for more papers by this authorMartica L. Hall PhD
Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Search for more papers by this authorLauren Terhorst PhD
Department of Occupational Therapy, School of Health and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Search for more papers by this authorElizabeth R. Skidmore PhD
Department of Occupational Therapy, School of Health and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
Search for more papers by this authorAnswer questions and earn CME credit.
Abstract
Introduction
Sleep plays a critical role in daily functioning and stroke recovery but receives little attention in stroke rehabilitation. Sleep disturbances are linked to affective and cognitive impairments, but temporal associations between sleep and affect and cognitive symptoms are less clear. Understanding these temporal associations may inform new directions in intervention and prevention to support continued stroke recovery.
Objective
To examine the bidirectional temporal associations between sleep and affect and cognitive symptoms among community-dwelling stroke survivors.
Design
A secondary analysis of a longitudinal observational study involving 7 days of ecological momentary assessment (EMA), during which participants completed eight EMA surveys and a sleep diary per day. Multilevel modeling was used to analyze data.
Setting
Community.
Participants
Community-dwelling stroke survivors (N = 40).
Interventions
Not applicable.
Main Outcome Measures
EMA measures of depressed affect, cheerful affect, and cognitive symptoms. Sleep quality and duration as measured using a sleep diary.
Results
Between-person sleep quality was negatively associated with next-day depressed affect (B = −.16; p = .028) and positively associated with next-day cheerful affect (B = .63; p < .001). Inversely, between-person depressed affect was negatively associated with next night sleep quality (B = −.77; p = .015), and vice versa for cheerful affect (between-person: B = .45; p < .001; within-person: B = .09; p = .008). Long sleep (>9 hours) was positively associated with next-day cognitive symptoms (B = .13; p = .002), whereas cognitive symptoms were associated with a higher odds of long sleep the following night (odds ratio [OR] = 0.25; p = .047).
Conclusions
This study identified the bidirectional associations of sleep with affect and cognitive symptoms in the context of the everyday life of stroke survivors. The findings suggest that interventions addressing sleep quality and duration may impact affect and cognitive symptoms, and vice versa.
CONFLICT OF INTEREST STATEMENT
Authors report no conflict of interest.
REFERENCES
- 1McDonald MW, Black SE, Copland DA, et al. Cognition in stroke rehabilitation and recovery research: consensus-based core recommendations from the second stroke recovery and rehabilitation roundtable. Int J Stroke. 2019; 14(8): 774-782.
- 2Winstein CJ, Stein J, Arena R, et al. Guidelines for adult stroke rehabilitation and recovery. Stroke. 2016; 47(6): e98-e169.
- 3Johnson KG, Johnson DC. Frequency of sleep apnea in stroke and TIA patients: a meta-analysis. J Clin Sleep Med. 2010; 6(2): 131-137.
- 4Al-Dughmi M, Al-Sharman A, Stevens S, Siengsukon CF. Sleep characteristics of individuals with chronic stroke: a pilot study. Nat Sci Sleep. 2015; 7: 139-145.
- 5Falck RS, Best JR, Davis JC, et al. Sleep and cognitive function in chronic stroke: a comparative cross-sectional study. Sleep. 2019; 42(5):zsz040.
- 6Sterr A, Kuhn M, Nissen C, et al. Post-stroke insomnia in community-dwelling patients with chronic motor stroke: physiological evidence and implications for stroke care. Sci Rep. 2018; 8(1): 8409.
- 7Walker MP, van der Helm E. Overnight therapy? The role of sleep in emotional brain processing. Psychol Bull. 2009; 135(5): 731-748.
- 8Zunzunegui C, Gao B, Cam E, Hodor A, Bassetti CL. Sleep disturbance impairs stroke recovery in the rat. Sleep. 2011; 34(9): 1261-1269.
- 9Liu F, Yang Y, Wang S, et al. Impact of sleep duration on depression and anxiety after acute ischemic stroke. Front Neurol. 2021; 12:630638.
- 10Li J, You SJ, Xu YN, et al. Cognitive impairment and sleep disturbances after minor ischemic stroke. Sleep Breath. 2019; 23(2): 455-462.
- 11Towfighi A, Ovbiagele B, El Husseini N, et al. Poststroke depression: a scientific statement for healthcare professionals from the American Heart Association/American Stroke Association. Stroke. 2017; 48(2): e30-e43.
- 12Robinson RG, Jorge RE. Post-stroke depression: a review. Am J Psychiatry. 2015; 173(3): 221-231.
- 13Dong L, Brown DL, Chervin RD, Case E, Morgenstern LB, Lisabeth LD. Pre-stroke sleep duration and post-stroke depression. Sleep Med. 2021; 77: 325-329.
- 14Fan XW, Yang Y, Wang S, et al. Impact of persistent poor sleep quality on post-stroke anxiety and depression: a national prospective clinical registry study. Nat Sci Sleep. 2022; 14: 1125-1135.
- 15Lo JW, Crawford JD, Desmond DW, et al. Profile of and risk factors for poststroke cognitive impairment in diverse ethnoregional groups. Neurology. 2019; 93(24): e2257-e2271.
- 16Abualait TS, Alzahrani MA, Ibrahim AI, Bashir S, Abuoliat ZA. Determinants of life satisfaction among stroke survivors 1 year post stroke. Medicine (Baltimore). 2021; 100(16):e25550.
- 17Rost NS, Brodtmann A, Pase MP, et al. Post-stroke cognitive impairment and dementia. Circ Res. 2022; 130(8): 1252-1271.
- 18van Oostrom SH, Nooyens ACJ, van Boxtel MPJ, Verschuren WMM. Long sleep duration is associated with lower cognitive function among middle-age adults–the Doetinchem cohort study. Sleep Med. 2018; 41: 78-85.
- 19Chen W-C, Wang X-Y. Longitudinal associations between sleep duration and cognitive impairment in Chinese elderly. Front Aging Neurosci. 2022; 14:1037650.
- 20Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh sleep quality index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989; 28(2): 193-213.
- 21Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: the PANAS scales. J Pers Soc Psychol. 1988; 54(6): 1063-1070.
- 22Althubaiti A. Information bias in health research: definition, pitfalls, and adjustment methods. J Multidiscip Healthc. 2016; 9: 211-217.
- 23Tang EYH, Price C, Stephan BCM, Robinson L, Exley C. Impact of memory problems post-stroke on patients and their family carers: a qualitative study. Front Med. 2020; 7: 267.
- 24Smyth JM, Stone AA. Ecological momentary assessment research in behavioral medicine. J Happiness Stud. 2003; 4(1): 35-52.
10.1023/A:1023657221954 Google Scholar
- 25Manjunatha N, Khess CRJ, Ram D. The conceptualization of terms: 'mood' and 'affect' in academic trainees of mental health. Indian J Psychiatry. 2009; 51(4): 285-288.
- 26Difrancesco S, Penninx BWJH, Antypa N, van Hemert AM, Riese H, Lamers F. The day-to-day bidirectional longitudinal association between objective and self-reported sleep and affect: an ambulatory assessment study. J Affect Disord. 2021; 283: 165-171.
- 27de Feijter M, Kocevska D, Ikram MA, Luik AI. The bidirectional association of 24-h activity rhythms and sleep with depressive symptoms in middle-aged and elderly persons. Psychol Med. 2021; 1-8: 1418-1425.
- 28Sun Y, Shi L, Bao Y, Sun Y, Shi J, Lu L. The bidirectional relationship between sleep duration and depression in community-dwelling middle-aged and elderly individuals: evidence from a longitudinal study. Sleep Med. 2018; 52: 221-229.
- 29Hua J, Zhuang S, Shen Y, Tang X, Sun H, Fang Q. Exploring the bidirectional associations between short or long sleep duration and lower cognitive function: a 7-year cohort study in China. Front Aging Neurosci. 2021; 13:727763.
- 30Elm EV, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ. 2007; 335(7624): 806-808.
- 31Brott T, Adams HP Jr, Olinger CP, et al. Measurements of acute cerebral infarction: a clinical examination scale. Stroke. 1989; 20(7): 864-870.
- 32van Swieten JC, Koudstaal PJ, Visser MC, Schouten HJ, van Gijn J. Interobserver agreement for the assessment of handicap in stroke patients. Stroke. 1988; 19(5): 604-607.
- 33Foley EL, Nicholas ML, Baum CM, Connor LT. Influence of environmental factors on social participation post-stroke. Behav Neurol. 2019; 2019:2606039.
- 34Vanbellingen T, Kersten B, Van de Winckel A, et al. A new bedside test of gestures in stroke: the apraxia screen of TULIA (AST). J Neurol Neurosurg Psychiatry. 2011; 82(4): 389-392.
- 35Friedman PJ. The star cancellation test in acute stroke. Clin Rehabil. 1992; 6(1): 23-30.
10.1177/026921559200600104 Google Scholar
- 36Bailey IL, Lovie JE. New design principles for visual acuity letter charts. Am J Optom Physiol Opt. 1976; 53(11): 740-745.
- 37Schow RL, Nerbonne MA. Communication screening profile: use with elderly clients. Ear Hear. 1982; 3(3): 135-147.
- 38Jessup G, Bian S, Chen Y, Bundy A. Manual of PIEL Survey Application. [iPhone/iPod Touch/iPad/iPad Mini Application]. The University of Sydney; 2012.
- 39Chapman JJ, Fraser SJ, Brown WJ, Burton NW. The feasibility and acceptability of questionnaires and accelerometry for measuring physical activity and sedentary behaviour in adults with mental illness. J Ment Health. 2015; 24(5): 299-304.
- 40Pruitt LA, Glynn NW, King AC, et al. Use of accelerometry to measure physical activity in older adults at risk for mobility disability. J Aging Phys Act. 2008; 16(4): 416-434.
- 41Giné-Garriga M, Sansano-Nadal O, Tully MA, et al. Accelerometer-measured sedentary and physical activity time and their correlates in European older adults: the SITLESS study. J Gerontol. 2020; 75(9): 1754-1762.
10.1093/gerona/glaa016 Google Scholar
- 42Dunton GF, Leventhal AM, Rothman AJ, Intille SS. Affective response during physical activity: within-subject differences across phases of behavior change. Health Psychol. 2018; 37(10): 915-923.
- 43Moore RC, Kaufmann CN, Rooney AS, et al. Feasibility and acceptability of ecological momentary assessment of daily functioning among older adults with HIV. Am J Geriatr Psychiatry. 2017; 25(8): 829-840.
- 44Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001; 16(9): 606-613.
- 45Salsman JM, Victorson D, Choi SW, et al. Development and validation of the positive affect and well-being scale for the neurology quality of life (neuro-QOL) measurement system. Qual Life Res. 2013; 22(9): 2569-2580.
- 46Cella D, Lai JS, Nowinski CJ, et al. Neuro-QOL: brief measures of health-related quality of life for clinical research in neurology. Neurology. 2012; 78(23): 1860-1867.
- 47Lau SCL, Connor LT, King AA, Baum CM. Multimodal ambulatory monitoring of daily activity and health-related symptoms in community-dwelling survivors of stroke: feasibility, acceptability, and validity. Arch Phys Med Rehabil. 2022; 103(10): 1992-2000.
- 48Ruiz-Castell M, Makovski TT, Bocquet V, Stranges S. Sleep duration and multimorbidity in Luxembourg: results from the European health examination survey in Luxembourg, 2013-2015. BMJ Open. 2019; 9(8):e026942.
- 49Stranges S, Dorn JM, Shipley MJ, et al. Correlates of short and long sleep duration: a cross-cultural comparison between the United Kingdom and the United States: the Whitehall II study and the Western New York health study. Am J Epidemiol. 2008; 168(12): 1353-1364.
- 50Ye Y, Zhang L, Wang A, et al. Association of sleep duration with stroke, myocardial infarction, and tumors in a Chinese population with metabolic syndrome: a retrospective study. Lipids Health Dis. 2020; 19(1): 155.
- 51Chen J-C, Brunner RL, Ren H, et al. Sleep duration and risk of ischemic stroke in postmenopausal women. Stroke. 2008; 39(12): 3185-3192.
- 52Watson NF, Badr MS, Belenky G, et al. Recommended amount of sleep for a healthy adult: a joint consensus statement of the American academy of sleep medicine and sleep research society. Sleep. 2015; 38(6): 843-844.
- 53St-Onge M-P, Grandner MA, Brown D, et al. Sleep duration and quality: impact on lifestyle behaviors and cardiometabolic health: a scientific statement from the American Heart Association. Circulation. 2016; 134(18): e367-e386.
- 54Curran PJ, Bauer DJ. The disaggregation of within-person and between-person effects in longitudinal models of change. Annu Rev Psychol. 2011; 62: 583-619.
- 55Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987; 40(5): 373-383.
- 56Wang L, Zhang Q, Maxwell SE, Bergeman CS. On standardizing within-person effects: potential problems of global standardization. Multivariate Behav Res. 2019; 54(3): 382-403.
- 57Triantafillou S, Saeb S, Lattie EG, Mohr DC, Kording KP. Relationship between sleep quality and mood: ecological momentary assessment study. JMIR Ment Health. 2019; 6(3):e12613.
- 58Parsons CE, Schofield B, Batziou SE, Ward C, Young KS. Sleep quality is associated with emotion experience and adaptive regulation of positive emotion: an experience sampling study. J Sleep Res. 2022; 31(4):e13533.
- 59O'Leary K, Small BJ, Panaite V, Bylsma LM, Rottenberg J. Sleep quality in healthy and mood-disordered persons predicts daily life emotional reactivity. Cogn Emot. 2017; 31(3): 435-443.
- 60Simon EB, Oren N, Sharon H, et al. Losing neutrality: the neural basis of impaired emotional control without sleep. J Neurosci. 2015; 35(38): 13194-13205.
- 61Yoo SS, Hu PT, Gujar N, Jolesz FA, Walker MP. A deficit in the ability to form new human memories without sleep. Nat Neurosci. 2007; 10(3): 385-392.
- 62Pavlacic JM, Witcraft SM, Dixon LJ, Buchanan EM, Schulenberg SE. Daily changes in state emotion regulation abilities predict positive and negative affect. J Contextual Behav Sci. 2022; 26: 63-68.
- 63van Kleef RS, Marsman J-BC, van Valen E, Bockting CLH, Aleman A, van Tol M-J. Neural basis of positive and negative emotion regulation in remitted depression. Neuroimage Clin. 2022; 34:102988.
- 64Fairholme CP, Manber R. Chapter 3–sleep, emotions, and emotion regulation: an overview. In: KA Babson, MT Feldner, eds. Sleep and Affect. Academic Press; 2015: 45-61.
10.1016/B978-0-12-417188-6.00003-7 Google Scholar
- 65Niu X, Snyder HR. The role of maladaptive emotion regulation in the bidirectional relation between sleep and depression in college students during the COVID-19 pandemic. Anxiety Stress Coping. 2023; 36(1): 83-96.
- 66Ballesio A, Bacaro V, Vacca M, et al. Does cognitive behaviour therapy for insomnia reduce repetitive negative thinking and sleep-related worry beliefs? A systematic review and meta-analysis. Sleep Med Rev. 2021; 55:101378.
- 67Clancy F, Prestwich A, Caperon L, Tsipa A, O'Connor DB. The association between worry and rumination with sleep in non-clinical populations: a systematic review and meta-analysis. Health Psychol Rev. 2020; 14(4): 427-448.
- 68Vandekerckhove M, Weiss R, Schotte C, et al. The role of presleep negative emotion in sleep physiology. Psychophysiology. 2011; 48(12): 1738-1744.
- 69Bonnet MH, Arand DL. Caffeine use as a model of acute and chronic insomnia. Sleep. 1992; 15(6): 526-536.
- 70Tomaso CC, Johnson AB, Nelson TD. The effect of sleep deprivation and restriction on mood, emotion, and emotion regulation: three meta-analyses in one. Sleep. 2021; 44(6):zsaa289.
- 71Vandekerckhove M, Wang Y-L. Emotion, emotion regulation and sleep: an intimate relationship. AIMS Neurosci. 2017; 5(1): 1-17.
- 72Baylan S, Griffiths S, Grant N, Broomfield NM, Evans JJ, Gardani M. Incidence and prevalence of post-stroke insomnia: a systematic review and meta-analysis. Sleep Med Rev. 2020; 49:101222.
- 73Pilcher JJ, Huffcutt AI. Effects of sleep deprivation on performance: a meta-analysis. Sleep. 1996; 19(4): 318-326.
- 74Palmer CA, Alfano CA. Sleep and emotion regulation: an organizing, integrative review. Sleep Med Rev. 2017; 31: 6-16.
- 75Watling J, Pawlik B, Scott K, Booth S, Short MA. Sleep loss and affective functioning: more than just mood. Behav Sleep Med. 2017; 15(5): 394-409.
- 76Finan PH, Quartana PJ, Smith MT. The effects of sleep continuity disruption on positive mood and sleep architecture in healthy adults. Sleep. 2015; 38(11): 1735-1742.
- 77Yoo SS, Gujar N, Hu P, Jolesz FA, Walker MP. The human emotional brain without sleep–a prefrontal amygdala disconnect. Curr Biol. 2007; 17(20): R877-R878.
- 78Doran SM, Van Dongen HP, Dinges DF. Sustained attention performance during sleep deprivation: evidence of state instability. Arch Ital Biol. 2001; 139(3): 253-267.
- 79Williams HL, Lubin A, Goodnow JJ. Impaired performance with acute sleep loss. Psychol Monogr. 1959; 73(14): 1-26.
10.1037/h0093749 Google Scholar
- 80Devore EE, Grodstein F, Schernhammer ES. Sleep duration in relation to cognitive function among older adults: a systematic review of observational studies. Neuroepidemiology. 2016; 46(1): 57-78.
- 81Wild CJ, Nichols ES, Battista ME, Stojanoski B, Owen AM. Dissociable effects of self-reported daily sleep duration on high-level cognitive abilities. Sleep. 2018; 41(12):zsy182.
- 82Rogers NL, Dorrian J, Dinges DF. Sleep, waking and neurobehavioural performance. Front Biosci. 2003; 8: s1056-s1067.
- 83Santhi N, Groeger JA, Archer SN, Gimenez M, Schlangen LJM, Dijk D-J. Morning sleep inertia in alertness and performance: effect of cognitive domain and white light conditions. PLoS One. 2013; 8(11):e79688.
- 84Tai XY, Chen C, Manohar S, Husain M. Impact of sleep duration on executive function and brain structure. Commun Biol. 2022; 5(1): 201.
- 85Mitchell MD, Gehrman P, Perlis M, Umscheid CA. Comparative effectiveness of cognitive behavioral therapy for insomnia: a systematic review. BMC Fam Pract. 2012; 13(1): 1-11.
- 86Troxel WM, Germain A, Buysse DJ. Clinical management of insomnia with brief behavioral treatment (BBTI). BMC Fam Pract. 2012; 10(4): 266-279.
- 87Irwin MR, Carrillo C, Sadeghi N, Bjurstrom MF, Breen EC, Olmstead R. Prevention of incident and recurrent major depression in older adults with insomnia: a randomized clinical trial. JAMA Psychiatry. 2022; 79(1): 33-41.
- 88Aldao A, Jazaieri H, Goldin PR, Gross JJ. Adaptive and maladaptive emotion regulation strategies: interactive effects during CBT for social anxiety disorder. J Anxiety Disord. 2014; 28(4): 382-389.
- 89Skidmore ER, Holm MB, Whyte EM, Dew MA, Dawson D, Becker JT. The feasibility of meta-cognitive strategy training in acute inpatient stroke rehabilitation: case report. Neuropsychol Rehabil. 2011; 21(2): 208-223.
- 90Carney CE, Buysse DJ, Ancoli-Israel S, et al. The consensus sleep diary: standardizing prospective sleep self-monitoring. Sleep. 2012; 35(2): 287-302.
- 91Broughton R, Fleming J, Fleetham J. Home assessment of sleep disorders by portable monitoring. J Clin Neurophysiol. 1996; 13(4): 272-284.
- 92Koo BM, Vizer LM. Mobile technology for cognitive assessment of older adults: a scoping review. Innov Aging. 2019; 3(1):igy038.
- 93Buysse DJ. Sleep health: can we define it? does it matter? Sleep. 2014; 37(1): 9-17.