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Published in: Osteoporosis International 4/2017

01-04-2017 | Original Article

Rest-activity patterns and falls and fractures in older men

Authors: Tara S. Rogers, Terri L. Blackwell, Nancy E. Lane, Greg Tranah, Eric S. Orwoll, Jane A. Cauley, Sonia Ancoli-Israel, Katie L. Stone, Steven R. Cummings, Peggy M Cawthon

Published in: Osteoporosis International | Issue 4/2017

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Abstract

Summary

Dysregulated rest-activity rhythm (RAR) patterns have been associated with several health conditions in older adults. This study showed that later acrophase was associated with a modestly greater risk of falls but not fractures in elderly men. Associations between dysregulated RAR patterns and osteoporosis risk warrant further investigation.

Purpose

The purpose of this study was to investigate the relationship between rest-activity rhythm (RAR) patterns and risk of falls/fractures in older men. We hypothesized that dysregulated RAR would be associated with incident falls/fractures.

Methods

We used wrist-worn actigraphy to measure RAR over 4.8 ± 0.8 24-h periods in men (≥67 years) enrolled in the multicenter Outcomes of Sleep Disorders in Men (MrOS Sleep) Study (n = 3001). Men were contacted every 4 months to report occurrence of falls/fractures. RAR parameters included amplitude (difference between peak and nadir activity in counts/minute), mesor (activity counts/minute), acrophase (time of day of peak activity), and pseudo-F statistic (rhythm robustness) and were evaluated as continuous variables with associations reported per SD increase/decrease in models adjusted for confounders. Logistic regression was used to estimate the likelihood (odds ratio, OR) of recurrent falls in the year after the visit. Proportional hazards models were used to estimate the risk (hazard ratio, HR) of fractures.

Results

One year after the visit, 417 men (14%) had recurrent (≥2) falls. Later acrophase (OR 1.18, 95% CI 1.06–1.32) was associated with a modestly greater likelihood of falls. In 8.6 years (SD 2.6 years) of >97% complete follow-up, 256 men (8.53%) had a major osteoporotic fracture, 85 (2.8%) had a clinical spine fracture, and 110 (3.7%) had a hip fracture. No consistent, significant associations were observed between RAR patterns and fractures.

Conclusions

Later acrophase was associated with a modestly greater risk of falls; this association did not translate into a higher fracture risk in this cohort of elderly men.
Literature
1.
go back to reference O'Loughlin JL, Robitaille Y, Boivin JF, Suissa S (1993) Incidence of and risk factors for falls and injurious falls among the community-dwelling elderly. Am J Epidemiol 137(3):342–354CrossRefPubMed O'Loughlin JL, Robitaille Y, Boivin JF, Suissa S (1993) Incidence of and risk factors for falls and injurious falls among the community-dwelling elderly. Am J Epidemiol 137(3):342–354CrossRefPubMed
2.
go back to reference Nevitt MC, Cummings SR, Kidd S, Black D (1989) Risk factors for recurrent nonsyncopal falls. A prospective study. JAMA 261(18):2663–2668CrossRefPubMed Nevitt MC, Cummings SR, Kidd S, Black D (1989) Risk factors for recurrent nonsyncopal falls. A prospective study. JAMA 261(18):2663–2668CrossRefPubMed
3.
go back to reference Nevitt MC, Cummings SR, Hudes ES (1991) Risk factors for injurious falls: a prospective study. J Gerontol 46(5):M164–M170CrossRefPubMed Nevitt MC, Cummings SR, Hudes ES (1991) Risk factors for injurious falls: a prospective study. J Gerontol 46(5):M164–M170CrossRefPubMed
4.
go back to reference Rizzo JA, Friedkin R, Williams CS, Nabors J, Acampora D, Tinetti ME (1998) Health care utilization and costs in a Medicare population by fall status. Med Care 36(8):1174–1188CrossRefPubMed Rizzo JA, Friedkin R, Williams CS, Nabors J, Acampora D, Tinetti ME (1998) Health care utilization and costs in a Medicare population by fall status. Med Care 36(8):1174–1188CrossRefPubMed
5.
go back to reference Peters BS, Martini LA (2010) Nutritional aspects of the prevention and treatment of osteoporosis. Arq Bras Endocrinol Metabol 54(2):179–185CrossRefPubMed Peters BS, Martini LA (2010) Nutritional aspects of the prevention and treatment of osteoporosis. Arq Bras Endocrinol Metabol 54(2):179–185CrossRefPubMed
8.
9.
go back to reference Cunningham TD, Di Pace BS (2015) Is self-reported sleep duration associated with osteoporosis? Data from a 4-year aggregated analysis from the National Health and Nutrition Examination Survey. J Am Geriatr Soc 63(7):1401–1406. doi:10.1111/jgs.13477 CrossRefPubMed Cunningham TD, Di Pace BS (2015) Is self-reported sleep duration associated with osteoporosis? Data from a 4-year aggregated analysis from the National Health and Nutrition Examination Survey. J Am Geriatr Soc 63(7):1401–1406. doi:10.​1111/​jgs.​13477 CrossRefPubMed
10.
go back to reference Stone KL, Ewing SK, Lui LY, Ensrud KE, Ancoli-Israel S, Bauer DC, Cauley JA, Hillier TA, Cummings SR (2006) Self-reported sleep and nap habits and risk of falls and fractures in older women: the study of osteoporotic fractures. J Am Geriatr Soc 54(8):1177–1183. doi:10.1111/j.1532-5415.2006.00818.x CrossRefPubMed Stone KL, Ewing SK, Lui LY, Ensrud KE, Ancoli-Israel S, Bauer DC, Cauley JA, Hillier TA, Cummings SR (2006) Self-reported sleep and nap habits and risk of falls and fractures in older women: the study of osteoporotic fractures. J Am Geriatr Soc 54(8):1177–1183. doi:10.​1111/​j.​1532-5415.​2006.​00818.​x CrossRefPubMed
11.
go back to reference Stone KL, Blackwell TL, Ancoli-Israel S, Cauley JA, Redline S, Marshall LM, Ensrud KE (2014) Sleep disturbances and risk of falls in older community-dwelling men: the outcomes of Sleep Disorders in Older Men (MrOS Sleep) Study. J Am Geriatr Soc 62(2):299–305. doi:10.1111/jgs.12649 CrossRefPubMedPubMedCentral Stone KL, Blackwell TL, Ancoli-Israel S, Cauley JA, Redline S, Marshall LM, Ensrud KE (2014) Sleep disturbances and risk of falls in older community-dwelling men: the outcomes of Sleep Disorders in Older Men (MrOS Sleep) Study. J Am Geriatr Soc 62(2):299–305. doi:10.​1111/​jgs.​12649 CrossRefPubMedPubMedCentral
12.
go back to reference Brassington GS, King AC, Bliwise DL (2000) Sleep problems as a risk factor for falls in a sample of community-dwelling adults aged 64-99 years. J Am Geriatr Soc 48(10):1234–1240CrossRefPubMed Brassington GS, King AC, Bliwise DL (2000) Sleep problems as a risk factor for falls in a sample of community-dwelling adults aged 64-99 years. J Am Geriatr Soc 48(10):1234–1240CrossRefPubMed
14.
go back to reference Swanson CM, Shea SA, Stone KL, Cauley JA, Rosen CJ, Redline S, Karsenty G, Orwoll ES (2015) Obstructive sleep apnea and metabolic bone disease: insights into the relationship between bone and sleep. J Bone Miner Res 30(2):199–211. doi:10.1002/jbmr.2446 CrossRefPubMedPubMedCentral Swanson CM, Shea SA, Stone KL, Cauley JA, Rosen CJ, Redline S, Karsenty G, Orwoll ES (2015) Obstructive sleep apnea and metabolic bone disease: insights into the relationship between bone and sleep. J Bone Miner Res 30(2):199–211. doi:10.​1002/​jbmr.​2446 CrossRefPubMedPubMedCentral
15.
go back to reference Ancoli-Israel S, Cole R, Alessi C, Chambers M, Moorcroft W, Pollak CP (2003) The role of actigraphy in the study of sleep and circadian rhythms. Sleep 26(3):342–392PubMed Ancoli-Israel S, Cole R, Alessi C, Chambers M, Moorcroft W, Pollak CP (2003) The role of actigraphy in the study of sleep and circadian rhythms. Sleep 26(3):342–392PubMed
18.
go back to reference Tranah GJ, Blackwell T, Stone KL, Ancoli-Israel S, Paudel ML, Ensrud KE, Cauley JA, Redline S, Hillier TA, Cummings SR, Yaffe K (2011) Circadian activity rhythms and risk of incident dementia and mild cognitive impairment in older women. Ann Neurol 70(5):722–732. doi:10.1002/ana.22468 CrossRefPubMedPubMedCentral Tranah GJ, Blackwell T, Stone KL, Ancoli-Israel S, Paudel ML, Ensrud KE, Cauley JA, Redline S, Hillier TA, Cummings SR, Yaffe K (2011) Circadian activity rhythms and risk of incident dementia and mild cognitive impairment in older women. Ann Neurol 70(5):722–732. doi:10.​1002/​ana.​22468 CrossRefPubMedPubMedCentral
20.
go back to reference Anderson KN, Catt M, Collerton J, Davies K, von Zglinicki T, Kirkwood TB, Jagger C (2014) Assessment of sleep and circadian rhythm disorders in the very old: the Newcastle 85+ Cohort Study. Age Ageing 43(1):57–63. doi:10.1093/ageing/aft153 CrossRefPubMed Anderson KN, Catt M, Collerton J, Davies K, von Zglinicki T, Kirkwood TB, Jagger C (2014) Assessment of sleep and circadian rhythm disorders in the very old: the Newcastle 85+ Cohort Study. Age Ageing 43(1):57–63. doi:10.​1093/​ageing/​aft153 CrossRefPubMed
21.
go back to reference Orwoll E, Blank JB, Barrett-Connor E, Cauley J, Cummings S, Ensrud K, Lewis C, Cawthon PM, Marcus R, Marshall LM, McGowan J, Phipps K, Sherman S, Stefanick ML, Stone K (2005) Design and baseline characteristics of the osteoporotic fractures in men (MrOS) study—a large observational study of the determinants of fracture in older men. Contemp Clin Trials 26(5):569–585. doi:10.1016/j.cct.2005.05.006 CrossRefPubMed Orwoll E, Blank JB, Barrett-Connor E, Cauley J, Cummings S, Ensrud K, Lewis C, Cawthon PM, Marcus R, Marshall LM, McGowan J, Phipps K, Sherman S, Stefanick ML, Stone K (2005) Design and baseline characteristics of the osteoporotic fractures in men (MrOS) study—a large observational study of the determinants of fracture in older men. Contemp Clin Trials 26(5):569–585. doi:10.​1016/​j.​cct.​2005.​05.​006 CrossRefPubMed
24.
go back to reference Motionlogger User's Guide: Act Millenium. Ambulatory Monitoring, Inc, Ardsley, NY Motionlogger User's Guide: Act Millenium. Ambulatory Monitoring, Inc, Ardsley, NY
25.
26.
go back to reference Marler MR, Gehrman P, Martin JL, Ancoli-Israel S (2006) The sigmoidally transformed cosine curve: a mathematical model for circadian rhythms with symmetric non-sinusoidal shapes. Stat Med 25(22):3893–3904. doi:10.1002/sim.2466 CrossRefPubMed Marler MR, Gehrman P, Martin JL, Ancoli-Israel S (2006) The sigmoidally transformed cosine curve: a mathematical model for circadian rhythms with symmetric non-sinusoidal shapes. Stat Med 25(22):3893–3904. doi:10.​1002/​sim.​2466 CrossRefPubMed
28.
go back to reference Almeida OP, Almeida SA (1999) Short versions of the geriatric depression scale: a study of their validity for the diagnosis of a major depressive episode according to ICD-10 and DSM-IV. Int J Geriatr Psychiatry 14(10):858–865CrossRefPubMed Almeida OP, Almeida SA (1999) Short versions of the geriatric depression scale: a study of their validity for the diagnosis of a major depressive episode according to ICD-10 and DSM-IV. Int J Geriatr Psychiatry 14(10):858–865CrossRefPubMed
29.
go back to reference Fitti JE, Kovar MG (1987) The supplement on aging to the 1984 National Health Interview Survey. Vital Health Stat 1(21):1–115 Fitti JE, Kovar MG (1987) The supplement on aging to the 1984 National Health Interview Survey. Vital Health Stat 1(21):1–115
30.
go back to reference Pincus T, Summey JA, Soraci SA Jr, Wallston KA, Hummon NP (1983) Assessment of patient satisfaction in activities of daily living using a modified Stanford Health Assessment Questionnaire. Arthritis Rheum 26(11):1346–1353CrossRefPubMed Pincus T, Summey JA, Soraci SA Jr, Wallston KA, Hummon NP (1983) Assessment of patient satisfaction in activities of daily living using a modified Stanford Health Assessment Questionnaire. Arthritis Rheum 26(11):1346–1353CrossRefPubMed
31.
go back to reference Pahor M, Chrischilles EA, Guralnik JM, Brown SL, Wallace RB, Carbonin P (1994) Drug data coding and analysis in epidemiologic studies. Eur J Epidemiol 10(4):405–411CrossRefPubMed Pahor M, Chrischilles EA, Guralnik JM, Brown SL, Wallace RB, Carbonin P (1994) Drug data coding and analysis in epidemiologic studies. Eur J Epidemiol 10(4):405–411CrossRefPubMed
33.
go back to reference Looker AC, Wahner HW, Dunn WL, Calvo MS, Harris TB, Heyse SP, Johnston CC Jr, Lindsay R (1998) Updated data on proximal femur bone mineral levels of US adults. Osteoporos Int 8(5):468–489CrossRefPubMed Looker AC, Wahner HW, Dunn WL, Calvo MS, Harris TB, Heyse SP, Johnston CC Jr, Lindsay R (1998) Updated data on proximal femur bone mineral levels of US adults. Osteoporos Int 8(5):468–489CrossRefPubMed
34.
go back to reference Kanis JA, Adachi JD, Cooper C, Clark P, Cummings SR, Diaz-Curiel M, Harvey N, Hiligsmann M, Papaioannou A, Pierroz DD, Silverman SL, Szulc P (2013) Standardising the descriptive epidemiology of osteoporosis: recommendations from the Epidemiology and Quality of Life Working Group of IOF. Osteoporos Int 24(11):2763–2764. doi:10.1007/s00198-013-2413-7 CrossRefPubMedPubMedCentral Kanis JA, Adachi JD, Cooper C, Clark P, Cummings SR, Diaz-Curiel M, Harvey N, Hiligsmann M, Papaioannou A, Pierroz DD, Silverman SL, Szulc P (2013) Standardising the descriptive epidemiology of osteoporosis: recommendations from the Epidemiology and Quality of Life Working Group of IOF. Osteoporos Int 24(11):2763–2764. doi:10.​1007/​s00198-013-2413-7 CrossRefPubMedPubMedCentral
37.
go back to reference Walsh CM, Blackwell T, Tranah GJ, Stone KL, Ancoli-Israel S, Redline S, Paudel M, Kramer JH, Yaffe K (2014) Weaker circadian activity rhythms are associated with poorer executive function in older women. Sleep 37(12):2009–2016. doi:10.5665/sleep.4260 PubMedPubMedCentral Walsh CM, Blackwell T, Tranah GJ, Stone KL, Ancoli-Israel S, Redline S, Paudel M, Kramer JH, Yaffe K (2014) Weaker circadian activity rhythms are associated with poorer executive function in older women. Sleep 37(12):2009–2016. doi:10.​5665/​sleep.​4260 PubMedPubMedCentral
40.
go back to reference Cauley JA, Blackwell TL, Redline S, Ensrud KE, Ancoli-Israel S, Fink HA, Orwoll ES, Stone KL (2014) Hypoxia during sleep and the risk of falls and fractures in older men: the Osteoporotic Fractures in Men Sleep Study. J Am Geriatr Soc 62(10):1853–1859. doi:10.1111/jgs.13069 CrossRefPubMedPubMedCentral Cauley JA, Blackwell TL, Redline S, Ensrud KE, Ancoli-Israel S, Fink HA, Orwoll ES, Stone KL (2014) Hypoxia during sleep and the risk of falls and fractures in older men: the Osteoporotic Fractures in Men Sleep Study. J Am Geriatr Soc 62(10):1853–1859. doi:10.​1111/​jgs.​13069 CrossRefPubMedPubMedCentral
42.
go back to reference Qvist P, Christgau S, Pedersen BJ, Schlemmer A, Christiansen C (2002) Circadian variation in the serum concentration of C-terminal telopeptide of type I collagen (serum CTx): effects of gender, age, menopausal status, posture, daylight, serum cortisol, and fasting. Bone 31(1):57–61CrossRefPubMed Qvist P, Christgau S, Pedersen BJ, Schlemmer A, Christiansen C (2002) Circadian variation in the serum concentration of C-terminal telopeptide of type I collagen (serum CTx): effects of gender, age, menopausal status, posture, daylight, serum cortisol, and fasting. Bone 31(1):57–61CrossRefPubMed
Metadata
Title
Rest-activity patterns and falls and fractures in older men
Authors
Tara S. Rogers
Terri L. Blackwell
Nancy E. Lane
Greg Tranah
Eric S. Orwoll
Jane A. Cauley
Sonia Ancoli-Israel
Katie L. Stone
Steven R. Cummings
Peggy M Cawthon
Publication date
01-04-2017
Publisher
Springer London
Published in
Osteoporosis International / Issue 4/2017
Print ISSN: 0937-941X
Electronic ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-016-3874-2

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