Modifying effects of race and ethnicity and APOE on the association of physical activity with risk of Alzheimer's disease and related dementias
Open accessAbstract
Introduction: We investigated whether the protective association of physical activity with risk of Alzheimer's disease and related dementias (ADRD) has genetic or behavioral variations. Methods: In the Multiethnic Cohort, we analyzed moderate or vigorous physical activity (MVPA) reported at ages 45 to 75 among 88,047 participants in relation to 13,039 incident diagnoses of late‐onset ADRD identified in Medicare claims (1999 to 2014), by five racial and ethnic groups, hours sitting, and in a subset (16%), apolipoprotein E (APOE) genotype. Results: MVPA was inversely associated with ADRD (hazard ratio for ≥14 vs <2.5 hours/week: 0.83, 95% confidence interval [CI]: 0.76 to 0.90 in men; 0.88, 5% CI: 0.81 to 0.95 in women). The association was inverse in all racial and ethnic groups except Black participants (P‐heterogeneity = 0.52), but stronger in individuals with lower levels of sitting duration or those who do not carry the APOE e4 risk allele. Discussion: The different effects of physical activity by sitting duration and APOE genotype warrant further research.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Some studies have suggested an interaction between APOE genotype and modifiable risk factors, whereby carrying the APOEε4 allele would multiply the increased Alzheimer disease risk associated with the risk factor alone or counteract the reduced Alzheimer disease risk conferred by a protective factor, such as education attainment or physical exercise.
“Indeed, some studies have suggested an interaction between APOE genotype and several of these modifiable risk factors, whereby carrying the APOEε4 allele would multiply the increased AD risk associated with the risk factor alone (for example, cardiovascular risk factors30) or counteract the reduced AD risk conferred by a protective factor, such as education attainment31 or physical exercise32.”
From Multifaceted roles of APOE in Alzheimer disease (2024) · cites this paper as [32]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Physical Activity Guidelines for Americans
Piercy, K. L., Troiano, R. P., Ballard, R. M., Carlson, S. A., Fulton, J. E., Galuska, D. A., George, S. M., & Olson, R. D. (2018) · JAMA · doi:10.1001/jama.2018.14854 · Cited by 9,755 · see citing works
Barha, C. K., Davis, J. C., Falck, R. S., Nagamatsu, L. S., & Liu-Ambrose, T. (2017) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2017.04.002 · Cited by 432 · see citing works
Flagged first, then by citations
Research works printed but not linked: 46
- [2]Alzheimer’s Association. 2020 Alzheimer’s disease facts and figures. Alzheimers Dement. 2020; 16: 391– 460.
- [3]Kapasi A, DeCarli C, Schneider JA. Impact of multiple pathologies on the threshold for clinically overt dementia. Acta Neuropathol. 2017; 134: 171– 186. 28488154 PMC5663642
- [4]De Reuck J, Deramecourt V, Cordonnier C, The incidence of postmortem neurodegenerative and cerebrovascular pathology in mixed dementia. J Neurol Sci. 2016; 366: 164– 166. 27288798
- [5]Schneider JA, Arvanitakis Z, Bang W, Bennett DA. Mixed brain pathologies account for most dementia cases in community-dwelling older persons. Neurology. 2007; 69: 2197– 2204. 17568013
- [6]Barker WW, Luis CA, Kashuba A, Relative frequencies of Alzheimer disease, Lewy body, vascular and frontotemporal dementia, and hippocampal sclerosis in the State of Florida Brain Bank. Alzheimer Dis Assoc Disord. 2002; 16: 203– 212. 12468894
- [7]Scheltens P, Blennow K, Breteler MM, Alzheimer’s disease. Lancet. 2016; 388: 505– 517. 26921134
- [8]Anstey KJ, Ee N, Eramudugolla R, Jagger C, Peters R. A systematic review of meta-analyses that evaluate risk factors for dementia to evaluate the quantity, quality, and global representativeness of evidence. J Alzheimers Dis. 2019; 70: S165– S186. 31306123 PMC6700718
- [9]Livingston G, Sommerlad A, Orgeta V, Dementia prevention, intervention, and care. Lancet. 2017; 390: 2673– 2734. 28735855
- [10]Arab L, Sabbagh MN. Are certain lifestyle habits associated with lower Alzheimer’s disease risk? J Alzheimers Dis. 2010; 20: 785– 794. 20182018 PMC3207358
- [11]Lee J The relationship between physical activity and dementia: a systematic review and meta-analysis of prospective cohort studies. J Gerontol Nurs. 2018; 44: 22– 29. 30257021
- [12]Stephen R, Hongisto K, Solomon A, Lönnroos E. Physical activity and Alzheimer’s disease: a systematic review. J Gerontol A Biol Sci Med Sci. 2017; 72: glw251. 28049634
- [13]Gronek P, Balko S, Gronek J, Physical activity and Alzheimer’s disease: a narrative review. Aging Dis. 2019; 10: 1282– 1292. 31788339 PMC6844593
- [14]Kivimaki M, Singh-Manoux A, Pentti J, Physical inactivity, cardiometabolic disease, and risk of dementia: an individual-participant meta-analysis. BMJ. 2019; 365: l1495. 30995986 PMC6468884
- [16]Du Z, Li Y, Li J, Zhou C, Li F, Yang X. Physical activity can improve cognition in patients with Alzheimer’s disease: a systematic review and meta-analysis of randomized controlled trials. Clin Interv Aging. 2018; 13: 1593– 1603. 30233156 PMC6130261
- [17]Brasure M, Desai P, Davila H, Physical activity interventions in preventing cognitive decline and Alzheimer-type dementia: a systematic review. Ann Intern Med. 2018; 168: 30– 38. 29255839
- [18]Xu W, Wang HF, Wan Y, Tan CC, Yu JT, Tan L. Leisure time physical activity and dementia risk: a dose-response meta-analysis of prospective studies. BMJ Open. 2017; 7: e014706. PMC5665289 29061599
- [19]Thibeau S, McFall GP, Camicioli R, Dixon RA. Physical activity and mobility differentially predict nondemented executive function trajectories: Do sex and APOE moderate these associations? Gerontology. 2019; 65: 640– 608. 30909272
- [20]Fenesi B, Fang H, Kovacevic A, Oremus M, Raina P, Heisz JJ. Physical exercise moderates the relationship of apolipoprotein E (APOE) genotype and dementia risk: a population-based study. J Alzheimers Dis. 2017; 56: 297– 303. 27911292
- [21]Kolonel LN, Henderson BE, Hankin JH, A multiethnic cohort in Hawaii and Los Angeles: baseline characteristics. Am J Epidemiol. 2000; 151: 346– 57. 10695593 PMC4482109
- [22]Setiawan VW, Virnig BA, Porcel J, Linking data from the Multiethnic Cohort Study to Medicare data: linkage results and application to chronic disease research. Am J Epidemiol. 2015; 181: 917– 919. 25841869 PMC4445395
- [23]Kim Y, Wilkens LR, Park SY, Goodman MT, Monroe KR, Kolonel LN. Association between various sedentary behaviours and all-cause, cardiovascular disease and cancer mortality: the Multiethnic Cohort Study. Int J Epidemiol. 2013; 42: 1040– 1056. 24062293 PMC3781003
- [24]Park SY, Wilkens LR, Haiman CA, Le Marchand L. Physical activity and colorectal cancer risk by sex, race/ethnicity, and subsite: the Multiethnic Cohort Study. Cancer Prev Res (Phila). 2019; 12: 315– 326. 30910780 PMC6497531
- [25]Wilkens LR, Murphy SP, Jardack P, White KK, Kolonel LN, Arab L. Validation of a physical activity questionnaire against the doubly-labeled water standard among a multiethnic population. FASEB J. 2011; 25: 978. 9.
- [26]Stram DO, Hankin JH, Wilkens LR, Calibration of the dietary questionnaire for a multiethnic cohort in Hawaii and Los Angeles. Am J Epidemiol. 2000; 151: 358– 70. 10695594 PMC4482461
- [27]Panizza CE, Shvetsov YB, Harmon BE, Testing the predictive validity of the Healthy Eating Index-2015 in the Multiethnic Cohort: is the score associated with a reduced risk of all-cause and cause-specific mortality? Nutrients. 2018; 10: E452. PMC5946237 29621192
- [28]Park SL, Cheng I, Haiman CA. Genome-wide association studies of cancer in diverse populations. Cancer Epidemiol Biomarkers Prev. 2018; 27: 405– 417. 28637795 PMC5740019
- [29]Holtzman DM, Herz J, Bu G. Apolipoprotein E and apolipoprotein E receptors: normal biology and roles in Alzheimer disease. Cold Spring Harb Perspect Med. 2012; 2: a006312. 22393530 PMC3282491
- [30]Goodman RA, Lochner KA, Thambisetty M, Wingo TS, Posner SF, Ling SM. Prevalence of dementia subtypes in United States Medicare fee-for-service beneficiaries, 2011–2013. Alzheimers Dement. 2017; 13: 28– 37. 27172148 PMC5104686
- [32]Grambsch PM, Therneau TM. Proportional hazards tests and diagnostics based on weighted residuals. Biometrika. 1994; 81: 515– 526.
- [33]Zotcheva E, Bergh S, Selbæk G, Midlife physical activity, psychological distress, and dementia risk: The HUNT study. J Alzheimers Dis. 2018; 66: 825– 833. 30320592
- [34]Najar J, Ostling S, Gudmundsson P, Cognitive and physical activity and dementia: a 44-year longitudinal population study of women. Neurology. 2019; 92: e1322– e1330. 30787164 PMC6511097
- [35]Liu Y, Mitsuhashi T, Yamakawa M, Physical activity and incident dementia in older Japanese adults: the Okayama study. Int J Geriatr Psychiatry. 2019; 34: 1429– 1437. 31050010
- [36]Wu W, Ding D, Zhao Q, Medium-to-high late-life physical activity is associated with lower risk of incident dementia: the Shanghai Aging Study. J Alzheimers Dis. 2020; 73: 751– 758. 31839611
- [37]Mehta KM, Yeo GW. Systematic review of dementia prevalence and incidence in United States race/ethnic populations. Alzheimers Dement. 2017; 13: 72– 83. 27599209
- [38]Williams DR, Mohammed SA, Leavell J, Collins C. Race, socioeconomic status, and health: complexities, ongoing challenges, and research opportunities. Ann N Y Acad Sci. 2010; 1186: 69– 101. 20201869 PMC3442603
- [39]Gee GC, Ford CL. Structural racism and health inequities: old issues, new directions. Du Bois Rev. 2011; 8: 115– 132. 25632292 PMC4306458
- [40]Voss MW, Carr LJ, Clark R, Weng T. Revenge of the "sit" II: Does lifestyle impact neuronal and cognitive health through distinct mechanisms associated with sedentary behavior and physical activity? Ment Health Phys Act. 2014; 7: 9– 24.
- [41]Yan S, Fu W, Wang C, Association between sedentary behavior and the risk of dementia: a systematic review and meta-analysis. Transl Psychiatry. 2020; 10: 112. 32317627 PMC7174309
- [42]Bates K Gene-environment interactions in considering physical activity for the prevention of dementia. AIMS Mol Sci. 2015; 2: 359– 381.
- [43]Stringa N, van Schoor NM, Milaneschi Y, Physical activity as moderator of the association between APOE and cognitive decline in older adults: results from three longitudinal cohort studies. J Gerontol A Biol Sci Med Sci. 2020; 75: 1880– 1886. 32110803 PMC7518558
- [44]Etnier JL, Karper WB, Labban JD, The physical activity and Alzheimer’s disease (PAAD) study: cognitive outcomes. Ann Behav Med. 2018; 52: 175– 185. 29538632 PMC5853130
- [45]Power MC, Gianattasio KZ, Ciarleglio A. Implications of the use of algorithmic diagnoses or Medicare claims to ascertain dementia. Neuroepidemiology. 2020; 54: 462– 471. 33075766 PMC7725984
- [46]Taylor DH Jr, Fillenbaum GG, Ezell. The accuracy of Medicare claims data in identifying Alzheimer’s disease. J Clin Epidemiol. 2002; 55: 929– 937. 12393082
- [47]Taylor DH Jr., Ostbye T, Langa KM, Weir D, Plassman BL. The accuracy of Medicare claims as an epidemiological tool: the case of dementia revisited. J Alzheimers Dis. 2009; 17: 807– 815. 19542620 PMC3697480
- [48]Lim U, Wang S, Park SY, Risk of Alzheimer’s disease and related dementia by sex and race/ethnicity: the Multiethnic Cohort Study. Alzheimer’s Dement. 2021; Advance online publication 10.1002/alz.12528 PMC9177893 34882963 · DOI
- [49]Dupre C, Bongue B, Helmer C, Physical activity types and risk of dementia in community-dwelling older people: the Three-City cohort. BMC Geriatr. 2020; 20: 132. 32276604 PMC7146952
Cited by
Sorted by citations
Multifaceted roles of APOE in Alzheimer disease
Jackson, R. J., Hyman, B. T., & Serrano-Pozo, A. (2024) · Nature Reviews Neurology · doi:10.1038/s41582-024-00988-2 · Cited by 193 · see citing works
- Authors
- Park, S., Setiawan, V. W., White, L. R., Wu, A. H., Cheng, I., Haiman, C. A., Wilkens, L. R., Le Marchand, L., & Lim, U.
- Affiliations
- Cancer Center of Hawaii (US)
- University of Southern California (US)
- University of Hawaiʻi at Mānoa (US)
- University of California, San Francisco (US)
- Cancer Epidemiology Program University of Hawaii Cancer Center University of Hawaii Honolulu Hawaii USA
- Corresponding author
- Park, Song‐Yi
- ORCID
- Venue
- Alzheimer's & Dementia
- Publisher
- Wiley
- Published
- 2022-04-27
- Volume
- 19
- Issue
- 2
- Pages
- 507-517
- ISSN
- 1552-5260 (ISSN-L)
- 1552-5279
- PMC
- PMC9810117
- OpenAlex
- W4225011353
- Cited by
- 16
- References
- 2
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 4 · 2023: 6
- FWCI
- 2.28
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Alzheimer s & Dementia (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (U01 CA164973, U01 CA164973 08S1)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- physical activity, Alzheimer's disease and related dementias
- MeSH terms
- Aged, Alzheimer Disease, Apolipoproteins E, Ethnicity, Female, Medicare, Humans, Male, Middle Aged, Risk Factors, United States, Exercise
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review