BackgroundIdentifying lifestyle factors associated with cognitive decline has critical clinical and public health implications for dementia prevention in later life. The longitudinal associations of sleep and physical activity with cognitive function remain unclear. This study examined whether objectively measured sleep and physical activity were longitudinally associated with cognitive function in older adults over a three-year period. MethodsThis prospective cohort study enrolled 855 community-dwelling adults aged 65 and older, who were followed from 2015 to 2019. All participants were required to wear a wearable sensor for 7 consecutive days every 3 months and had annual cognitive assessments. Wearable sensor data (August 2015-September 2019) and Mini-Mental State Examination (MMSE) scores (August 2015-April 2019) were collected over 3 years of follow-up. First, principal component analysis was conducted to reduce the dimensions of the sleep and physical activity variables to two principal components for inclusion in a mixed-effects model. The sleep index consisted of sleep efficiency, time awake after sleep onset, and waking frequency. The physical activity index was composed of walking comprised steps per day and time devoted to light or moderate-to-vigorous physical activity. A higher sleep index indicated poor sleep quality, whereas a lower physical activity index indicated less physical activity. Second, a linear mixed effect model was used to examine the longitudinal association of sleep and physical activity indices with cognitive decline over time. ResultsIn total, 855 adults were recruited for this study at baseline. Of these, 729 adults (85.3%) completed a measurement of lifestyle factors and an annual cognitive testing, whereas 126 were excluded because of death or loss during follow-up. After adjusting for age, sex, education level, and time, the sleep index was inversely associated with MMSE scores (estimate, -0.06229; standard error, 0.02202; p = 0.0047) and the physical activity index was positively associated with MMSE scores (estimate, 0.06699; standard error, 0.03343; p = 0.0453). ConclusionPoor sleep quality and lower physical activity were significant risk factors for subsequent cognitive decline in older adults. The present study facilitates the development of novel evidence-based interventions for physical activity and sleep quality to delay cognitive decline.
机构:
Univ Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, FranceUniv Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, France
Kesse-Guyot, Emmanuelle
Andreeva, Valentina A.
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Univ Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, FranceUniv Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, France
Andreeva, Valentina A.
Lassale, Camille
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Univ Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, FranceUniv Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, France
Lassale, Camille
Hercberg, Serge
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Univ Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, FranceUniv Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, France
Hercberg, Serge
Galan, Pilar
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Univ Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, FranceUniv Paris 07, Univ Paris 13,INSERM, Univ Paris 05,U1153,Cnam,Inra,U1125, Sorbonne Paris Cite,EREN,Ctr Epidemiol & Biostat, Bobigny, France
机构:
Stockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, SwedenStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Shakersain, Behnaz
Rizzuto, Debora
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Stockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, SwedenStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Rizzuto, Debora
Wang, Hui-Xin
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Stockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Stockholm Univ, Stress Res Inst, S-10691 Stockholm, SwedenStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Wang, Hui-Xin
Faxen-Irving, Gerd
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Karolinska Inst, Div Clin Geriatr, Dept Neurobiol Care Sci & Soc, S-14157 Huddinge, SwedenStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Faxen-Irving, Gerd
Prinelli, Federica
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Stockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
CNR, Inst Biomed Technol, Via Fratelli Cervi 93, I-20090 Segrate, MI, ItalyStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Prinelli, Federica
Fratiglioni, Laura
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Stockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Stockholm Gerontol Res Ctr, S-11330 Stockholm, SwedenStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Fratiglioni, Laura
Xu, Weili
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Stockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
Tianjin Med Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Tianjin 300070, Peoples R ChinaStockholm Univ, Karolinska Inst, Dept Neurobiol Care Sci & Soc, Aging Res Ctr, Widerstromskahuset Plan 10,Tomtebodavagen 18A, S-17165 Solna, Sweden
机构:
Seijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Kanazawa Univ, Grad Sch Med Sci, Div Hlth Sci, Tokai, Ibaraki, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Kimura, Daisuke
Nakatani, Ken
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Kansai Univ Welf Sci, Fac Allied Hlth Sci, Dept Rehabil Sci, Kashiwara, Osaka, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Nakatani, Ken
Takeda, Tokunori
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Seijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Takeda, Tokunori
Fujita, Takashi
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Seijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Fujita, Takashi
Sunahara, Nobuyuki
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Kanazawa Univ, Coll Med Pharmaceut & Hlth Sci, Sch Hlth Sci, Kanazawa, Ishikawa, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Sunahara, Nobuyuki
Inoue, Katsumi
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Kanazawa Univ, Coll Med Pharmaceut & Hlth Sci, Sch Hlth Sci, Kanazawa, Ishikawa, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
Inoue, Katsumi
Notoya, Masako
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Kanazawa Univ, Coll Med Pharmaceut & Hlth Sci, Sch Hlth Sci, Kanazawa, Ishikawa, JapanSeijoh Univ, Fac Care & Rehabil, Div Occupat Therapy, Tokai, Aichi, Japan
机构:
Ctr Adv Study Teaching & Learning, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
Jirout, Jamie
LoCasale-Crouch, Jennifer
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Ctr Adv Study Teaching & Learning, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
LoCasale-Crouch, Jennifer
Turnbull, Khara
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Ctr Adv Study Teaching & Learning, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
Turnbull, Khara
Gu, Yin
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Ctr Adv Study Teaching & Learning, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
Gu, Yin
Cubides, Mavaris
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Ctr Adv Study Teaching & Learning, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
Cubides, Mavaris
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Garzione, Sarah
Evans, Tanva M.
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Ctr Adv Study Teaching & Learning, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
Evans, Tanva M.
Weltman, Arthur L.
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Univ Virginia, Curry Sch Educ & Human Dev, Dept Kinesiol, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA
Weltman, Arthur L.
Kranz, Sibylle
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Univ Virginia, Curry Sch Educ & Human Dev, Dept Kinesiol, Charlottesville, VA 22903 USACtr Adv Study Teaching & Learning, Charlottesville, VA 22903 USA