Multimorbidity and neuroimaging biomarkers among cognitively normal persons
- PMID: 27164657
- PMCID: PMC4891208
- DOI: 10.1212/WNL.0000000000002624
Multimorbidity and neuroimaging biomarkers among cognitively normal persons
Abstract
Objective: To assess the cross-sectional association between multimorbidity and imaging biomarkers of brain pathology in the population-based Mayo Clinic Study of Aging (MCSA).
Methods: The study consisted of 1,449 MCSA participants who were cognitively normal at the time of MRI. A subset of the participants also had (11)C-Pittsburgh compound B (n = 689) and (18)fluorodeoxyglucose (n = 688) PET scans available. Information on multimorbidity (defined as ≥2 chronic conditions) in the 5 years prior to the first imaging study was captured from the medical record using ICD-9 codes for chronic conditions and the Rochester Epidemiology Project medical records linkage system. The cross-sectional association of multimorbidity and imaging biomarkers was examined using logistic and linear regression models.
Results: Among 1,449 cognitively normal participants (mean age 79 years; 50.9% men), 85.4% had multimorbidity (≥2 chronic conditions). Multimorbidity and severe multimorbidity (≥4 chronic conditions) were associated with abnormal Alzheimer disease (AD) signature meta-region of interest (meta-ROI) (18)F-FDG hypometabolism (odds ratio [OR] 2.03; 95% confidence interval [CI] 1.10-3.77 and OR 2.22; 95% CI 1.18-4.16, respectively), and with abnormal AD signature MRI cortical thickness (OR 1.53; 95% CI 1.09-2.16 and OR 1.76; 95% CI 1.24-2.51, respectively), but was not associated with amyloid accumulation.
Conclusions: Multimorbidity was associated with brain pathology through mechanisms independent of amyloid deposition and such neuronal injury and pathology was present before any symptomatic evidence of cognitive impairment. Longitudinal follow-up will provide insights into potential causal associations of multimorbidity with changes in brain pathology.
© 2016 American Academy of Neurology.
Similar articles
-
Neuroimaging biomarkers and impaired olfaction in cognitively normal individuals.Ann Neurol. 2017 Jun;81(6):871-882. doi: 10.1002/ana.24960. Epub 2017 Jun 9. Ann Neurol. 2017. PMID: 28543731 Free PMC article.
-
Diabetes and elevated hemoglobin A1c levels are associated with brain hypometabolism but not amyloid accumulation.J Nucl Med. 2014 May;55(5):759-64. doi: 10.2967/jnumed.113.132647. Epub 2014 Mar 20. J Nucl Med. 2014. PMID: 24652830 Free PMC article.
-
Serum Adiponectin Levels, Neuroimaging, and Cognition in the Mayo Clinic Study of Aging.J Alzheimers Dis. 2016 May 4;53(2):573-81. doi: 10.3233/JAD-151201. J Alzheimers Dis. 2016. PMID: 27163809 Free PMC article.
-
The Association of Multimorbidity With Preclinical AD Stages and SNAP in Cognitively Unimpaired Persons.J Gerontol A Biol Sci Med Sci. 2019 May 16;74(6):877-883. doi: 10.1093/gerona/gly149. J Gerontol A Biol Sci Med Sci. 2019. PMID: 30124772 Free PMC article.
-
Aging with multimorbidity: a systematic review of the literature.Ageing Res Rev. 2011 Sep;10(4):430-9. doi: 10.1016/j.arr.2011.03.003. Epub 2011 Mar 23. Ageing Res Rev. 2011. PMID: 21402176 Review.
Cited by
-
Associations between cardiometabolic multimorbidity and cerebrospinal fluid biomarkers of Alzheimer's disease pathology in cognitively intact adults: the CABLE study.Alzheimers Res Ther. 2024 Feb 6;16(1):28. doi: 10.1186/s13195-024-01396-w. Alzheimers Res Ther. 2024. PMID: 38321520 Free PMC article.
-
Association between multimorbidity status and incident dementia: a prospective cohort study of 245,483 participants.Transl Psychiatry. 2022 Dec 7;12(1):505. doi: 10.1038/s41398-022-02268-3. Transl Psychiatry. 2022. PMID: 36476644 Free PMC article.
-
Area Deprivation Index as a Surrogate of Resilience in Aging and Dementia.Front Psychol. 2022 Jun 29;13:930415. doi: 10.3389/fpsyg.2022.930415. eCollection 2022. Front Psychol. 2022. PMID: 35846636 Free PMC article. Review.
-
Prescription Medications and Co-Morbidities in Late Middle-Age are Associated with Greater Cognitive Declines: Results from WRAP.Front Aging. 2022 Jan 3;2:759695. doi: 10.3389/fragi.2021.759695. eCollection 2021. Front Aging. 2022. PMID: 35822000 Free PMC article.
-
Trends in the public health significance, definitions of disease, and implications for prevention of Alzheimer's disease.Curr Epidemiol Rep. 2020 Jun;7(2):68-76. doi: 10.1007/s40471-020-00231-8. Epub 2020 Apr 25. Curr Epidemiol Rep. 2020. PMID: 35813934 Free PMC article.
References
-
- Marengoni A, Angleman S, Melis R, et al. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev 2011;10:430–439. - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical