Physical activity partly mediates the association between cognitive function and depressive symptoms

. 2022 Sep 27 ; 12 (1) : 414. [epub] 20220927

Jazyk angličtina Země Spojené státy americké Médium electronic

Typ dokumentu časopisecké články, práce podpořená grantem, Research Support, N.I.H., Extramural

Perzistentní odkaz   https://www.medvik.cz/link/pmid36167692

Grantová podpora
PZ00P1_180040 Swiss National Science Foundation - Switzerland
U01 AG009740 NIA NIH HHS - United States
P01 AG005842 NIA NIH HHS - United States
P01 AG008291 NIA NIH HHS - United States
P30 AG012815 NIA NIH HHS - United States
R21 AG025169 NIA NIH HHS - United States
HHSN271201300071C NIA NIH HHS - United States

Odkazy

PubMed 36167692
PubMed Central PMC9515096
DOI 10.1038/s41398-022-02191-7
PII: 10.1038/s41398-022-02191-7
Knihovny.cz E-zdroje

Cognitive function, physical activity, and depressive symptoms are intertwined in later life. Yet, the nature of the relationship between these three variables is unclear. Here, we aimed to determine which of physical activity or cognitive function mediated this relationship. We used large-scale longitudinal data from 51,191 adults 50 years of age or older (mean: 64.8 years, 54.7% women) from the Survey of Health, Ageing and Retirement in Europe (SHARE). Results of the longitudinal mediation analyses combined with autoregressive cross-lagged panel models showed that the model with physical activity as a mediator better fitted the data than the model with cognitive function as a mediator. Moreover, the mediating effect of physical activity was 8-9% of the total effect of cognitive function on depressive symptoms. Our findings suggest that higher cognitive resources favor the engagement in physical activity, which contributes to reduced depressive symptoms.

Zobrazit více v PubMed

WHO. Dementia: a public health priority. vol. 112. Geneva, Switzerland: WHO; 2012.

Gopinath B, Kifley A, Flood VM, Mitchell P. Physical activity as a determinant of successful aging over ten years. Sci Rep. 2018;8:1–5. PubMed PMC

Kok RM, Reynolds CF. Management of depression in older adults: a review. JAMA. 2017;317:2114–22. PubMed

Aartsen MJ, Cheval B, Sieber S, Van der Linden BW, Gabriel R, Courvoisier DS, et al. Advantaged socioeconomic conditions in childhood are associated with higher cognitive functioning but stronger cognitive decline in older age. Proc Natl Acad Sci USA. 2019;116:5478–86. PubMed PMC

Cheval B, Sieber S, Guessous I, Orsholits D, Courvoisier DC, Kliegel M, et al. Effect of early-and adult-life socioeconomic circumstances on physical inactivity. Med Sci Sports Exerc. 2018;50:476–85. PubMed

King AC, King DK. Physical activity for an aging population. Public Health Rev. 2010;32:401–26.

Sutin AR, Terracciano A, Milaneschi Y, An Y, Ferrucci L, Zonderman AB. The trajectory of depressive symptoms across the adult life span. JAMA Psychiat. 2013;70:803–811. PubMed PMC

WHO. Mental health of older adults. https://www.who.int/news-room/fact-sheets/detail/mental-health-of-older-adults. WHO; 2017.

Chekroud SR, Gueorguieva R, Zheutlin AB, Paulus M, Krumholz HM, Krystal JH, et al. Association between physical exercise and mental health in 1· 2 million individuals in the USA between 2011 and 2015: a cross-sectional study. Lancet Psychiatr. 2018;5:739–46. PubMed

Schuch FB, Vancampfort D, Firth J, Rosenbaum S, Ward PB, Silva ES, et al. Physical activity and incident depression: a meta-analysis of prospective cohort studies. Am J Psychiatry. 2018;175:631–48. PubMed

Boisgontier MP, Orsholits D, von Arx M, Sieber S, Miller MW, Courvoisier D, et al. Adverse childhood experiences, depressive symptoms, functional dependence, and physical activity: a moderated mediation model. J Phys Act Health. 2020;17:790–99. PubMed

De Sousa RAL, Rocha-Dias I, de Oliveira LRS, Improta-Caria AC, Monteiro-Junior RS, Cassilhas RC. Molecular mechanisms of physical exercise on depression in the elderly: a systematic review. Mol Biol Rep. 2021;48:3853–62. PubMed

Harvey SB, Hotopf M, Øverland S, Mykletun A. Physical activity and common mental disorders. Br J Psychiatry. 2010;197:357–64. PubMed

Choi KW, Chen C-Y, Stein MB, Klimentidis YC, Wang M-J, Koenen KC, et al. Assessment of bidirectional relationships between physical activity and depression among adults: a 2-sample mendelian randomization study. JAMA Psychiat. 2019;76:399–408. PubMed PMC

Aichele S, Ghisletta P, Corley J, Pattie A, Taylor AM, Starr JM, et al. Fluid intelligence predicts change in depressive symptoms in later life: the Lothian Birth Cohort 1936. Psychol Sci. 2018;29:1984–95. PubMed PMC

Aichele S, Ghisletta P, Neupert S. Memory deficits precede increases in depressive symptoms in later adulthood. J Gerontol B Psychol Sci Soc Sci. 2018;74:943–53. PubMed PMC

Perrino T, Mason CA, Brown SC, Spokane A, Szapocznik J. Longitudinal relationships between cognitive functioning and depressive symptoms among Hispanic older adults. J Gerontol B Psychol Sci Soc Sci. 2008;63:P309–17. PubMed PMC

Jajodia A, Borders A. Memory predicts changes in depressive symptoms in older adults: a bidirectional longitudinal analysis. J Gerontol Ser B: Psychological Sci Soc Sci. 2011;66:571–81. PubMed PMC

Sofi F, Valecchi D, Bacci D, Abbate R, Gensini GF, Casini A, et al. Physical activity and risk of cognitive decline: a meta‐analysis of prospective studies. J Intern Med. 2011;269:107–17. PubMed

Blondell SJ, Hammersley-Mather R, Veerman JL. Does physical activity prevent cognitive decline and dementia?: A systematic review and meta-analysis of longitudinal studies. BMC Public Health. 2014;14:510. PubMed PMC

Hamer M, Terrera GM, Demakakos P. Physical activity and trajectories in cognitive function: English Longitudinal Study of Ageing. J Epidemiol Community Health. 2018;72:477–83. PubMed PMC

Cheval B, Boisgontier M, Sieber S, Ihle A, Orsholits D, Forestier C, et al. Cognitive functions and physical activity in aging when energy is lacking. Eur J Ageing. 2022;19:533–44. PubMed PMC

Cheval B, Orsholits D, Sieber S, Courvoisier DC, Cullati S, Boisgontier MP. Relationship between decline in cognitive resources and physical activity. Health Psychol. 2020;39:519–28. PubMed

Sabia S, Dugravot A, Dartigues J-F, Abell J, Elbaz A, Kivimäki M, et al. Physical activity, cognitive decline, and risk of dementia: 28 year follow-up of Whitehall II cohort study. Brit Med J. 2017;357:j2709. PubMed PMC

Cheval B, Csajbók Z, Formanek T, Sieber S, Boisgontier MP, Cullati S, et al. Association between physical-activity trajectories and cognitive decline in adults 50 years of age or older. Epidemiol Psychiatr Sci. 2021;30:e79. PubMed PMC

Roig M, Nordbrandt S, Geertsen SS, Nielsen JB. The effects of cardiovascular exercise on human memory: a review with meta-analysis. Neurosci Biobehav Rev. 2013;37:1645–66. PubMed

Hillman CH, Erickson KI, Kramer AF. Be smart, exercise your heart: exercise effects on brain and cognition. Nat Rev Neurosci. 2008;9:58–65. PubMed

Raichlen DA, Alexander GE. Adaptive capacity: an evolutionary neuroscience model linking exercise, cognition, and brain health. Trends Neurosci. 2017;40:408–21. PubMed PMC

Cheval B, Cabral DAR, Daou M, Bacelar M, Parma JO, Forestier C, et al. Inhibitory control elicited by physical activity and inactivity stimuli: an EEG study. Motiv Sci. 2021;7:386–89. doi: 10.1037/mot0000236. DOI

Cheval B, Sarrazin P, Boisgontier MP, Radel R. Temptations toward behaviors minimizing energetic costs (BMEC) automatically activate physical activity goals in successful exercisers. Psychol Sport Exerc. 2017;30:110–17.

Cheval B, Tipura E, Burra N, Frossard J, Chanal J, Orsholits D, et al. Avoiding sedentary behaviors requires more cortical resources than avoiding physical activity: an EEG study. Neuropsychologia. 2018;119:68–80. doi: 10.1016/j.neuropsychologia.2018.07.029. PubMed DOI

Prévost C, Pessiglione M, Météreau E, Cléry-Melin M-L, Dreher J-C. Separate valuation subsystems for delay and effort decision costs. J Neurosci. 2010;30:14080–090. doi: 10.1523/JNEUROSCI.2752-10.2010. PubMed DOI PMC

Skvortsova V, Palminteri S, Pessiglione M. Learning to minimize efforts versus maximizing rewards: computational principles and neural correlates. J Neurosci. 2014;34:15621–630. PubMed PMC

Hagura N, Haggard P, Diedrichsen J. Perceptual decisions are biased by the cost to act. Elife. 2017;6:e18422. doi: 10.7554/eLife.18422. PubMed DOI PMC

Sivaramakrishnan H, Gucciardi D, McDonald M, Quested E, Cheval B & Ntoumanis N. Psychosocial outcomes of sport participation for middle-aged and older adults: a systematic review and meta-analysis. Int Rev. Sport Exerc Psychol. 2021;1:22.

Tucker-Drob EM. Global and domain-specific changes in cognition throughout adulthood. Developmental Psychol. 2011;47:331. PubMed PMC

Carpenter BD, Xiong C, Porensky EK, Lee MM, Brown PJ, Coats M, et al. Reaction to a dementia diagnosis in individuals with Alzheimer’s disease and mild cognitive impairment. J Am Geriatr Soc. 2008;56:405–12. PubMed

Butters MA, Young JB, Lopez O, Aizenstein HJ, Mulsant BH, Reynolds CF, III, et al. Pathways linking late-life depression to persistent cognitive impairment and dementia. Dialogues Clin Neurosci. 2008;10:345–57. PubMed PMC

Cheval B, Boisgontier MP. The theory of effort minimization in physical activity. Exerc Sport Sci Rev. 2021;49:168–78. doi: 10.1249/JES.0000000000000252. PubMed DOI PMC

Cheval B, Radel R, Neva JL, Boyd LA, Swinnen SP, Sander D, et al. Behavioral and neural evidence of the rewarding value of exercise behaviors: a systematic review. Sports Med. 2018;48:1389–1404. doi: 10.1007/s40279-018-0898-0. PubMed DOI

Lieberman DE. Is exercise really medicine? An evolutionary perspective. Curr Sports Med Rep. 2015;14:313–9. PubMed

Cheval B, Daou M, Cabral DAR, Bacelar M, Parma JO, Forestier C, et al. Higher inhibitory control is required to escape the innate attraction to effort minimization. Psychol Sport Exerc. 2020;51:101781.

Cheval B, Sarrazin P, Pelletier L. Impulsive approach tendencies towards physical activity and sedentary behaviors, but not reflective intentions, prospectively predict non-exercise activity thermogenesis. PLoS ONE. 2014;9:e115238. doi: 10.1371/journal.pone.0115238. PubMed DOI PMC

Orth U, Clark DA, Donnellan MB, Robins RW. Testing prospective effects in longitudinal research: Comparing seven competing cross-lagged models. J Pers Soc Psychol. 2021;120:1013. PubMed PMC

Hamaker EL, Kuiper RM, Grasman RP. A critique of the cross-lagged panel model. Psychol Methods. 2015;20:102. PubMed

MacCallum RC, Browne MW, Cai L. Testing differences between nested covariance structure models: Power analysis and null hypotheses. Psychol Methods. 2006;11:19. PubMed

Cheval B, Rebar AL, Miller MM, Sieber S, Orsholits D, Baranyi G, et al. Cognitive resources moderate the adverse impact of poor neighborhood conditions on physical activity. Prev Med. 2019;126:105741. PubMed

Leist A, Terrera GM, Solomon A. Using cohort data to emulate lifestyle interventions: Long‐term beneficial effects of initiating physical activity on cognitive decline and dementia: prevention (nonpharmacological)/Lifestyle factors (eg, smoking, etc.) Alzheimers Dement. 2020;16:e044493.

Lindwall M, Larsman P, Hagger MS. The reciprocal relationship between physical activity and depression in older European adults: a prospective cross-lagged panel design using SHARE data. Health Psychol. 2011;30:453. PubMed

de Souto Barreto P, Cesari M, Andrieu S, Vellas B, Rolland Y. Physical activity and incident chronic diseases: a longitudinal observational study in 16 European countries. Am J Prev Med. 2017;52:373–8. PubMed

Dyrstad SM, Hansen BH, Holme IM, Anderssen SA. Comparison of self-reported versus accelerometer-measured physical activity. Med Sci Sports Exerc. 2014;46:99–106. PubMed

Cheval B, Darrous L, Choi K, Klimentidis Y, Raichlen D, Alexander G, et al. Accelerometer-measured physical activity and cognitive functioning: A Mendelian Randomization study. Preprint at bioRxiv 10.1101/2020.10.16.342675 (2020).

Fawns-Ritchie C, Deary IJ. Reliability and validity of the UK Biobank cognitive tests. PLoS ONE. 2020;15:e0231627. PubMed PMC

Davies G, Lam M, Harris SE, Trampush JW, Luciano M, Hill WD, et al. Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function. Nat Commun. 2018;9:1–16. PubMed PMC

Zhao Q, Lv Y, Zhou Y, Hong Z, Guo Q. Short-term delayed recall of auditory verbal learning test is equivalent to long-term delayed recall for identifying amnestic mild cognitive impairment. PLoS ONE. 2012;7:e51157. PubMed PMC

Lezak MD, Howieson DB, Loring DW, Fischer JS. Neuropsychological assessment. USA:Oxford University Press;2004.

Börsch-Supan A, Brandt M, Hunkler C, Kneip T, Korbmacher J, Malter F, et al. Data resource profile: the Survey of Health, Ageing and Retirement in Europe (SHARE) Int J Epidemiol. 2013;42:992–1001. PubMed PMC

Castro‐Costa E, Dewey M, Stewart R, Banerjee S, Huppert F, Mendonca‐Lima C, et al. Ascertaining late‐life depressive symptoms in Europe: An evaluation of the survey version of the EURO‐D scale in 10 nations. The SHARE project. Int J Methods Psychiatr Res. 2008;17:12–29. PubMed PMC

Prince MJ, Reischies F, Beekman AT, Fuhrer R, Jonker C, Kivela S-L, et al. Development of the EURO–D scale–a European Union initiative to compare symptoms of depression in 14 European centres. Br J Psychiatry. 1999;174:330–8. PubMed

Kim KH. The relation among fit indexes, power, and sample size in structural equation modeling. Struct Equ Modeling. 2005;12:368–90.

Chalabaev A, Boisgontier M, Sieber S, Sander D, Cullati S, Maltagliati S, et al. Early-life socioeconomic circumstances and physical activity in older age: women pay the price. Psychol Sci. 2022;33:212–23. PubMed PMC

Maltagliati S, Sieber S, Sarrazin P, Cullati S, Chalabaev A, Millet GP, et al. Muscle strength explains the protective effect of physical activity against COVID-19 hospitalization among adults aged 50 years and older. J Sports Sci. 2021;39:2796–803. PubMed

Sano M, Raman R, Emond J, Thomas RG, Petersen R, Schneider LS, et al. Adding delayed recall to the Alzheimer Disease Assessment Scale is useful in studies of mild cognitive impairment but not Alzheimer disease. Alzheimer Dis Assoc Disord. 2011;25:122–7. PubMed PMC

Harris S, Dowson J. Recall of a 10-word list in the assessment of dementia in the elderly. Br J Psychiatry. 1982;141:524–27. PubMed

Cheval B, Maltagliati S, Sieber S, Cullati S, Zou L, Ihle A, et al. Better subjective sleep quality partly explains the association between self-reported physical activity and better cognitive function. J Alzheimers Dis. 2022;87:919–31. PubMed

Cheval B, Orsholits D, Sieber S, Stringhini S, Courvoisier D, Kliegel M, et al. Early-life socioeconomic circumstances explain health differences in old age, but not their evolution over time. J Epidemiol Community Health. 2019;73:703–11. PubMed

Baranyi G, Sieber S, Pearce J, Cheval B, Dibben C, Kliegel M, et al. A longitudinal study of neighbourhood conditions and depression in ageing European adults: do the associations vary by exposure to childhood stressors? Prev Med. 2019;126:105764. PubMed

Marques A, Henriques-Neto D, Peralta M, Marconcin P, Gouveia ÉR, Ferrari G, et al. Exploring grip strength as a predictor of depression in middle-aged and older adults. Sci Rep. 2021;11:1–8. PubMed PMC

Formánek T, Csajbók Z, Wolfová K, Kučera M, Tom S, Aarsland D, et al. Trajectories of depressive symptoms and associated patterns of cognitive decline. Sci Rep. 2020;10:1–11. PubMed PMC

Cole DA, Maxwell SE. Testing mediational models with longitudinal data: questions and tips in the use of structural equation modeling. J Abnorm Psychol. 2003;112:558–77. PubMed

Maydeu-Olivares A. Maximum likelihood estimation of structural equation models for continuous data: Standard errors and goodness of fit. Struct Equ Modeling. 2017;24:383–94.

Brown TA. Confirmatory factor analysis for applied research. New York, NY: Guilford publications; 2015.

Rossor MN, Fox NC, Mummery CJ, Schott JM, Warren JD. The diagnosis of young-onset dementia. Lancet Neurol. 2010;9:793–806. PubMed PMC

Rosen WG. Verbal fluency in aging and dementia. J Clin Exp Neuropsychol. 1980;2:135–46.

Ou L, Chow S-M, Ji L, Molenaar PC. (Re) evaluating the implications of the autoregressive latent trajectory model through likelihood ratio tests of its initial conditions. Multivar Behav Res. 2017;52:178–99. PubMed PMC

Lüdtke O, Robitzsch A. A critique of the random intercept cross-lagged panel model. 2021 https://psyarxiv.com/6f85c/.

Wu W, Carroll IA, Chen P-Y. A single-level random-effects cross-lagged panel model for longitudinal mediation analysis. Behav Res Methods. 2018;50:2111–24. PubMed

MacKinnon DP, Valente MJ, Gonzalez O. The correspondence between causal and traditional mediation analysis: the link is the mediator by treatment interaction. Prev Sci. 2020;21:147–157. PubMed PMC

Najít záznam

Citační ukazatele

Nahrávání dat ...

Možnosti archivace

Nahrávání dat ...