Association Between Accelerated Multimorbidity and Age‐Related Cognitive Decline in Older Baltimore Longitudinal Study of Aging Participants without Dementia
Open accessAbstract
Objectives: To explore the association between rate of physical health deterioration, operationalized as rising multimorbidity overtime, and longitudinal decline in cognitive function in older adults without dementia. Design: Longitudinal (Baltimore Longitudinal Study of Aging (BLSA)). Setting: Community. Participants: BLSA participants aged 65 and older followed for an average of 3 years and free of dementia or mild cognitive impairment ( MCI ) at baseline and follow‐up ( N = 756). Measurements: Standardized neurocognitive tests evaluating mental status, memory, executive function, processing speed, and verbal fluency were administered. Multimorbidity was assessed at each visit as number of diagnosed chronic diseases from a predefined list. Faster accumulation of chronic diseases was defined as upper quartile of rate of change in number of diseases over time (≥0.25 diseases/year). Results: Faster accumulation of chronic diseases was significantly associated with greater rate of decline on the Category ( P = .01) and Letter ( P = .01) Fluency Tests. Similar trends were also found for the Trail‐Making Test Parts A ( P = .08) and B ( P = .07); no association was found with rate of change in visual and verbal memory. Conclusion: Although further investigations are required to validate the results and fully understand the underlying mechanisms, these findings suggest that accelerated deterioration of physical health is associated with accelerated decline with aging in specific cognitive domains in older adults without dementia.
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?
In humans, the distinguishing criteria for normal versus pathological aging are CNS injury, amyloid plaques, neurodegeneration, neuropsychiatric conditions, dementia, and impaired performance on cognitive tests.
“In humans, the distinguishing criteria for normal vs pathological aging are: central nervous system (CNS) injury, amyloid plaques (based on positron emission tomography (PET)), neurodegeneration, neuropsychiatric conditions, dementia, and impaired performance on cognitive tests (Arani et al, 2015;Fabbri et al, 2016;Tegeler et al, 2016).”
From Microglia Priming with Aging and Stress (2017) · cites this paper as Fabbri et al, 2016
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 CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
Mild cognitive impairment as a diagnostic entity
Petersen, R. C. (2004) · Journal of Internal Medicine · doi:10.1111/j.1365-2796.2004.01388.x · Cited by 7,864 · see citing works
The processing-speed theory of adult age differences in cognition
Salthouse, T. A. (1996) · Psychological Review · doi:10.1037/0033-295x.103.3.403 · Cited by 5,568 · see citing works
Assessing Kidney Function — Measured and Estimated Glomerular Filtration Rate
Stevens, L. A., Coresh, J., Greene, T., & Levey, A. S. (2006) · New England Journal of Medicine · doi:10.1056/nejmra054415 · Cited by 2,952 · see citing works
Harrison’s Principles of Internal Medicine
Malani, P. (2012) · JAMA · doi:10.1001/jama.308.17.1813-b · Cited by 2,047 · see citing works
The elusive nature of executive functions: a review of our current understanding.
Jurado, M. B., & Rosselli, M. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9040-z · Cited by 1,684 · see citing works
Vogeli, C., Shields, A. E., Lee, T. A., Gibson, T. B., Marder, W. D., Weiss, K. B., & Blumenthal, D. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0322-1 · Cited by 1,150 · see citing works
A Systematic Review of Prevalence Studies on Multimorbidity: Toward a More Uniform Methodology
Fortin, M., Stewart, M., Poitras, M.-È., Almirall, J., & Maddocks, H. L. (2012) · The Annals of Family Medicine · doi:10.1370/afm.1337 · Cited by 1,131 · see citing works
Designing Health Care for the Most Common Chronic Condition—Multimorbidity
Tinetti, M. E., Fried, T. R., & Boyd, C. M. (2012) · JAMA · doi:10.1001/jama.2012.5265 · Cited by 1,005 · see citing works
Cognition through the lifespan: mechanisms of change
Craik, F. I. M., & Bialystok, E. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.01.007 · Cited by 845 · see citing works
Defining and Measuring Chronic Conditions: Imperatives for Research, Policy, Program, and Practice
Goodman, R. A., Posner, S. F., Huang, E. S., Parekh, A. K., & Koh, H. K. (2013) · Preventing Chronic Disease · doi:10.5888/pcd10.120239 · Cited by 807 · see citing works
Prins, N. D., van Dijk, E. J., den Heijer, T., Vermeer, S. E., JOLLES, J., Koudstaal, P. J., Albert Hofman, D., & Breteler, M. M. B. (2005) · Brain · doi:10.1093/brain/awh553 · Cited by 732 · see citing works
Cognitive Disorders and Dementia in CKD
Bugnicourt, J., Godefroy, O., Chillon, J., Choukroun, G. J., & Massy, Z. A. (2013) · Journal of the American Society of Nephrology · doi:10.1681/asn.2012050536 · Cited by 614 · see citing works
Fabbri, E., Zoli, M., González‐Freire, M., Salive, M. E., Studenski, S. A., & Ferrucci, L. (2015) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2015.03.013 · Cited by 560 · see citing works
Self-citationMultimorbidity's many challenges
Fortin, M., Soubhi, H., Hudon, C., Bayliss, E. A., & van den Akker, M. (2007) · BMJ · doi:10.1136/bmj.39201.463819.2c · Cited by 531 · see citing works
The Women's Health and Aging Study: Health and Social Characteristics of Older Women with Disability
Guralnik, J. M., Fried, L. P., Simonsick, E. M., Kasper, J. D., & Lafferty, M. E. (1995) · PsycEXTRA Dataset · doi:10.1037/e306362003-001 · Cited by 504 · see citing works
Self-citationMenotti, A., Mulder, I., Nissinen, A. M., Giampaoli, S., Feskens, E. J. M., & Kromhout, D. (2001) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(00)00368-1 · Cited by 318 · see citing works
Longitudinal Verbal Fluency in Normal Aging, Preclinical, and Prevalent Alzheimer’s Disease
Clark, L. J., Gatz, M., Zheng, L., Chen, Y.-L., McCleary, C., & Mack, W. J. (2009) · American Journal of Alzheimer's Disease & Other Dementias® · doi:10.1177/1533317509345154 · Cited by 318 · cited 1× · see citing works
“Previous studies showed that verbal fluency declines with normal aging, with some evidence showing a greater effect of age on category than letter fluency.(32,33) Variations in executive function and processing speed have been associated with pathological brain changes, in particular increase in periventricular white…”
Cerebral white matter lesions and subjective cognitive dysfunction
de Groot, J. C., de Leeuw, F., Oudkerk, M., Albert Hofman, D., Jolles, J., & Breteler, M. M. B. (2001) · Neurology · doi:10.1212/wnl.56.11.1539 · Cited by 306 · see citing works
van den Heuvel, D. M. J. (2006) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2005.070193 · Cited by 285 · see citing works
McDermott, M. M., Fried, L. P., Simonsick, E. M., Ling, S. M., & Guralnik, J. M. (2000) · Circulation · doi:10.1161/01.cir.101.9.1007 · Cited by 281 · see citing works
Self-citationThe role of type 2 diabetes in neurodegeneration
Verdile, G., Fuller, S. J., & Martins, R. N. (2015) · Neurobiology of Disease · doi:10.1016/j.nbd.2015.04.008 · Cited by 276 · see citing works
Executive dysfunction in subcortical ischaemic vascular disease
Kramer, J. H. (2002) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.72.2.217 · Cited by 269 · see citing works
Fabbri, E., An, Y., Zoli, M., Simonsick, E. M., Guralnik, J. M., Bandinelli, S., Boyd, C. M., & Ferrucci, L. (2015) · The Journals of Gerontology: Series A · doi:10.1093/gerona/glu127 · Cited by 240 · see citing works
Self-citationAge differences in fluid intelligence: contributions of general slowing and frontal decline
Bugg, J. M., Zook, N. A., DeLosh, E. L., Davalos, D. B., & Davis, H. P. (2006) · Brain and Cognition · doi:10.1016/j.bandc.2006.02.006 · Cited by 209 · see citing works
Lung disease as a determinant of cognitive decline and dementia
Dodd, J. W. (2015) · Alzheimer's Research & Therapy · doi:10.1186/s13195-015-0116-3 · Cited by 192 · see citing works
Bryan, J., Luszcz, M. A., & Crawford, J. (1997) · Psychology and Aging · doi:10.1037//0882-7974.12.3.473 · Cited by 151 · see citing works
Woodman, R., Ferrucci, L., & Guralnik, J. M. (2005) · Current Opinion in Internal Medicine · doi:10.1097/01.moh.0000154030.13020.85 · Cited by 139 · see citing works
Self-citationActivities and Attitudes of Participants in the Baltimore Longitudinal Study
Stone, J. L., & Norris, A. H. (1966) · Journal of Gerontology · doi:10.1093/geronj/21.4.575 · Cited by 136 · see citing works
Impact of Alzheimer's pathology on cognitive trajectories in nondemented elderly
Driscoll, I., Resnick, S. M., Troncoso, J. C., An, Y., O'Brien, R., & Zonderman, A. B. (2006) · Annals of Neurology · doi:10.1002/ana.21031 · Cited by 132 · see citing works
Self-citationChronic diseases: what happens when they come in multiples?
Smith, S. M., & O’Dowd, T. (2007) · Europe PMC (PubMed Central) · Cited by 115 · see citing works
Bryan, J., Luszcz, M. A., & Crawford, J. (1997) · Psychology and Aging · doi:10.1037/0882-7974.12.3.473 · Cited by 113 · see citing works
Differential Effects of Aging on Two Verbal Fluency Tasks
Tomer, R., & Levin, B. E. (1993) · Perceptual and Motor Skills · doi:10.2466/pms.1993.76.2.465 · Cited by 96 · see citing works
The influence of multimorbidity on clinical progression of dementia in a population-based cohort
Melis, R. J. F., Marengoni, A., Rizzuto, D., Teerenstra, S., Kivipelto, M., Angleman, S. B., & Fratiglioni, L. (2013) · PLoS ONE · doi:10.1371/journal.pone.0084014 · Cited by 96 · see citing works
Age and Verbal Fluency: The Mediating Effect of Speed of Processing
Elgamal, S., Roy, E., & Sharratt, M. (2011) · Canadian Geriatrics Journal · doi:10.5770/cgj.v14i3.17 · Cited by 90 · see citing works
Comorbidity and the rate of cognitive decline in patients with Alzheimer dementia
Solomon, A., Dobranici, L., Kåreholt, I., Tudose, C., & Lăzărescu, M. (2011) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.2670 · Cited by 68 · see citing works
White Matter Abnormalities and Cognition in a Community Sample
Vannorsdall, T. D., Waldstein, S. R., Kraut, M. A., Pearlson, G. D., & Schretlen, D. J. (2009) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acp037 · Cited by 66 · see citing works
Rate of Cognitive Decline in Preclinical Alzheimer's Disease: The Role of Comorbidity
Bäckman, L., Jones, S., Small, B. J., Agüero‐Torres, H., & Fratiglioni, L. (2003) · The Journals of Gerontology Series B · doi:10.1093/geronb/58.4.p228 · Cited by 66 · see citing works
A Review of the Association Between Congestive Heart Failure and Cognitive Impairment
Cohen, M. B., & Mather, P. J. (2007) · The American Journal of Geriatric Cardiology · doi:10.1111/j.1076-7460.2007.06563.x · Cited by 62 · see citing works
Leoutsakos, J., Han, D., Mielke, M. M., Forrester, S., Tschanz, J. T., Corcoran, C. D., Green, R. C., Norton, M. C., Welsh-Bohmer, K. A., & Lyketsos, C. G. (2012) · International Psychogeriatrics · doi:10.1017/s104161021200049x · Cited by 46 · see citing works
Aarts, S., van den Akker, M., Tan, F. E. S., Verhey, F. R. J., Metsemakers, J. F. M., & van Boxtel, M. P. J. (2010) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.2642 · Cited by 46 · see citing works
MacDonald, S. W. S., Karlsson, S., Fratiglioni, L., & Bäckman, L. (2011) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000325666 · Cited by 15 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Microglia Priming with Aging and Stress
Niraula, A., Sheridan, J. F., & Godbout, J. P. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2016.185 · Cited by 398 · see citing works
- Authors
- Fabbri, E., An, Y., Zoli, M., Tanaka, T., Simonsick, E. M., Kitner‐Triolo, M. H., Studenski, S. A., Resnick, S. M., & Ferrucci, L.
- Affiliations
- National Institutes of Health (US)
- University of Bologna (IT)
- Corresponding author
- Fabbri, Elisa
- ORCID
- Venue
- Journal of the American Geriatrics Society
- Publisher
- Wiley
- Published
- 2016-04-30
- Volume
- 64
- Issue
- 5
- Pages
- 965-972
- ISSN
- 0002-8614 (ISSN-L)
- 1532-5415
- PMC
- PMC4882249
- OpenAlex
- W2342455979
- Cited by
- 123
- References
- 42
- Citations by year
- 2026: 4 · 2025: 17 · 2024: 12 · 2023: 7 · 2022: 10 · 2021: 31 · 2020: 11 · 2019: 13 · 2018: 7 · 2017: 8 · 2016: 3
- FWCI
- 9.18
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of the American Geriatrics Society (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) (submittedVersion, other-oa)
- Funders
- National Institutes of Health
- National Institute on Aging (03‐AG‐0325)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Cancer-related cognitive impairment studies
- Keywords
- multimorbidity, age-related cognitive decline, physical health deterioration, older adults without dementia, verbal fluency, executive function, Trail Making Test, Baltimore Longitudinal Study of Aging
- MeSH terms
- Aged, Aging, Chronic Disease, Female, Health Status Indicators, Humans, Longitudinal Studies, Male, Neuropsychological Tests, Baltimore, Comorbidity, Cognitive Dysfunction
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