Peripheral levels of fibrinogen, C-reactive protein, and plasma viscosity predict future cognitive decline in individuals without dementia
Open accessAbstract
Objective: To determine whether circulating levels of the biomarkers C-reactive protein (CRP), fibrinogen, plasma viscosity, and hematocrit were associated with cognitive decline in middle-aged to elderly people. Methods: Subjects consisted of 2312 men and women aged 50 to 80 years participating in the Aspirin for Asymptomatic Atherosclerosis Trial, all of whom were free of symptomatic cardiovascular disease at baseline. Biomarker levels and cognitive ability were measured at baseline with cognition assessed in all subjects using the Mill Hill Vocabulary Scale and in a subgroup of 504 persons using tests of memory, nonverbal reasoning, information processing speed, executive function, and mental flexibility. After 5 years, the five-test battery was administered to all participants and scores were used to derive a general cognitive ability factor. Results: Baseline CRP and fibrinogen levels were associated negatively with age and sex-adjusted follow-up scores on the majority of the cognitive tests, and the general cognitive ability factor (correlations = −0.054 to 0.105, p < .05). In analyses adjusting for baseline cognitive scores, asymptomatic atherosclerotic disease, and cardiovascular risk factors, both markers predicted decline in several cognitive domains (excluding memory). Baseline plasma viscosity, but not hematocrit, was associated negatively with follow-up test scores for general cognitive ability, information processing speed, and mental flexibility (correlations = −0.050 to −0.098, p < .05) and with decline across the same domains (p < .05). Conclusions: Increased circulating levels of CRP, fibrinogen, and elevated plasma viscosity predicted poorer subsequent cognitive ability and were associated with age-related cognitive decline in several domains, including general ability. CRP = C-reactive protein; AAA = Aspirin for Asymptomatic Atherosclerosis; ABI = ankle-brachial index; AVLT = Auditory Verbal Learning Test; RAVENS = Raven’s Standard Progressive Matrices; DST = Digit Symbol Test; VFT = Verbal Fluency Test; TMT = Trail Making Test, Part B; MHVS = Mill Hill Vocabulary Scale; CVD = cardiovascular disease; BP = blood pressure; fib = fibrinogen.
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CRP blood levels have been associated with reduced performance in the Trail Making Test in several patient groups experiencing ongoing peripheral inflammatory activity.
“Furthermore, CRP blood levels have been associated with reduced performance in the TMT in several patient groups experiencing ongoing peripheral inflammatory activity, such as those with peripheral arterial disease [49] and brain cancer [50] and aging populations [51].”
From Baseline Pro-Inflammatory Cytokine Levels Moderate Psychological Inflexibility in Behavioral Treatment for Chronic Pain (2022) · cites this paper as [51]
The Results report that higher CRP was associated with poorer Trail-Making Test performance in an older population. However, the study used a single peripheral CRP measurement and did not establish that participants were experiencing ongoing inflammatory activity; the Discussion identifies single measurements as a limitation. (LLM, conf=0.82)
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Cites
Inflammation and Atherosclerosis
Libby, P., Ridker, P. M., & Maseri, A. (2002) · Circulation · doi:10.1161/hc0902.104353 · Cited by 7,724 · see citing works
(1995) · Cited by 2,809 · see citing works
Yudkin, J. S., Stehouwer, C. D. A., Emeis, J. J., & Coppack, S. W. (1999) · Arteriosclerosis, Thrombosis, and Vascular Biology · doi:10.1161/01.atv.19.4.972 · Cited by 2,465 · see citing works
Fowkes, F. G. R., Murray, G. D., Butcher, I., Heald, C. L., Lee, R. J., Chambless, L. E., Folsom, A. R., Hirsch, A. T., Dramaix, M., DeBacker, G., et al. (2008) · JAMA · doi:10.1001/jama.300.2.197 · Cited by 1,870 · see citing works
Self-citationAging and measures of processing speed
Salthouse, T. A. (2000) · Biological Psychology · doi:10.1016/s0301-0511(00)00052-1 · Cited by 1,114 · see citing works
Liu, B., & Hong, J.-S. (2003) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.102.035048 · Cited by 1,095 · see citing works
Prevalence of Cognitive Impairment without Dementia in the United States
Plassman, B. L., Langa, K. M., Fisher, G. G., Heeringa, S. G., Weir, D. R., Ofstedal, M. B., Burke, J. R., Hurd, M. D., Potter, G. G., Rodgers, W. L., et al. (2008) · Annals of Internal Medicine · doi:10.7326/0003-4819-148-6-200803180-00005 · Cited by 927 · see citing works
Early inflammation and dementia: A 25‐year follow‐up of the Honolulu‐Asia aging study
Schmidt, R., Schmidt, H., Curb, J. D., Masaki, K., White, L. R., & Launer, L. J. (2002) · Annals of Neurology · doi:10.1002/ana.10265 · Cited by 710 · see citing works
Inflammation and neurodegeneration in Parkinson's disease
McGeer, P. L., & McGeer, E. G. (2004) · Parkinsonism & Related Disorders · doi:10.1016/j.parkreldis.2004.01.005 · Cited by 628 · see citing works
Cardiovascular disease and distribution of cognitive function in elderly people: the Rotterdam study
Breteler, M. M. B., Claus, J. J., Grobbee, D. E., & Albert Hofman, D. (1994) · BMJ · doi:10.1136/bmj.308.6944.1604 · Cited by 539 · see citing works
Heald, C. L., Fowkes, F. G. R., Murray, G. D., & Price, J. F. (2006) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2006.03.011 · Cited by 434 · see citing works
Self-citationOckene, I. S., Matthews, C. E., Rifai, N., Ridker, P. M., Reed, G. W., & Stanek, E. J. (2001) · Clinical Chemistry · doi:10.1093/clinchem/47.3.444 · Cited by 411 · see citing works
Serum inflammatory proteins and cognitive decline in older persons
Dik, M. G., Jonker, C., Hack, C. E., Smit, J. H., Comijs, H. C., & Eikelenboom, P. (2005) · Neurology · doi:10.1212/01.wnl.0000158281.08946.68 · Cited by 338 · see citing works
Systemic markers of inflammation and cognitive decline in old age
Schram, M. T., Euser, S. M., De Craen, A. J. M., Witteman, J. C., Frölich, M., Hofman, A., Jolles, J., Breteler, M. M. B., & Westendorp, R. G. J. (2007) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2007.01159.x · Cited by 326 · see citing works
CRAWFORD, J. R., Deary, I. J., Starr, J. M., & Whalley, L. J. (2001) · Psychological Medicine · doi:10.1017/s0033291701003634 · Cited by 272 · see citing works
Self-citationLocalizing age-related individual differences in a hierarchical structure.
Salthouse, T. (2004) · Intelligence · doi:10.1016/j.intell.2004.07.003 · Cited by 258 · see citing works
Tzoulaki, I., Murray, G. D., Lee, A. J., Rumley, A., Lowe, G. D. O., & Fowkes, F. G. R. (2007) · Circulation · doi:10.1161/circulationaha.106.635029 · Cited by 238 · see citing works
Self-citationEarly-life and adult socioeconomic status and inflammatory risk markers in adulthood
Pollitt, R. A., Kaufman, J. S., Rose, K. M., Diez-Roux, A. V., Zeng, D., & Heiss, G. (2007) · European Journal of Epidemiology · doi:10.1007/s10654-006-9082-1 · Cited by 213 · see citing works
Cognitive Decline and Markers of Inflammation and Hemostasis: The Edinburgh Artery Study
Rafnsson, S. B., Deary, I. J., Smith, F. B., Whiteman, M. C., Rumley, A., Lowe, G. D. O., & Fowkes, F. G. R. (2007) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2007.01158.x · Cited by 170 · see citing works
Self-citationKöenig, W. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwg135 · Cited by 132 · see citing works
Price, J. F., Stewart, M. C., Deary, I. J., Murray, G. D., Sandercock, P., Butcher, I., Fowkes, F. G. R., & Trialists, O. B. O. T. A. (2008) · BMJ · doi:10.1136/bmj.a1198 · Cited by 96 · see citing works
Self-citationTabassum, F., Kumari, M., Rumley, A., Lowe, G., Power, C., & Strachan, D. P. (2008) · American Journal of Epidemiology · doi:10.1093/aje/kwn055 · Cited by 79 · see citing works
Self-citationEmberson, J., Whincup, P. H., Morris, R. W., Walker, M., Lowe, G. D. O., & Rumley, A. (2004) · European Journal of Cardiovascular Prevention & Rehabilitation · doi:10.1097/01.hjr.0000114967.39211.e5 · Cited by 74 · see citing works
Self-citationInflammation and Alzheimer's disease
Jones, R. W. (2001) · The Lancet · doi:10.1016/s0140-6736(01)05667-7 · Cited by 73 · see citing works
High-Sensitivity C-Reactive Protein and Cognitive Function in Older Women
Weuve, J., Ridker, P. M., Cook, N. R., Buring, J. E., & Grodstein, F. (2006) · Epidemiology · doi:10.1097/01.ede.0000198183.60572.c9 · Cited by 70 · see citing works
Relationship between Lifetime Smoking, Smoking Status at Older Age and Human Cognitive Function
Stewart, M. C. W., Deary, I. J., Fowkes, F. G. R., & Price, J. F. (2006) · Neuroepidemiology · doi:10.1159/000090253 · Cited by 59 · see citing works
Self-citationSerum C-Reactive Protein and Cognitive Function in Healthy Elderly Italian Community Dwellers
Ravaglia, G., Forti, P., Maioli, F., Brunetti, N., Martelli, M., Servadei, L., Bastagli, L., Bianchin, M., & Mariani, E. (2005) · The Journals of Gerontology Series A · doi:10.1093/gerona/60.8.1017 · Cited by 59 · see citing works
An 'instantaneous' estimate of a lifetime's cognitive change
Deary, I. J. (2003) · Intelligence · doi:10.1016/j.intell.2003.06.001 · Cited by 53 · see citing works
Self-citationCognitive function and blood rheology: results from the Caerphilly cohort of older men
Elwood, P. C. (2001) · Age and Ageing · doi:10.1093/ageing/30.2.135 · Cited by 49 · see citing works
Price, J. F., Stewart, M. C. W., Douglas, A. F., Murray, G. D., & Fowkes, G. R. (2008) · European Journal of Cardiovascular Prevention & Rehabilitation · doi:10.1097/hjr.0b013e3282f8b36a · Cited by 43 · see citing works
Self-citationPulanić, D., & Rudan, I. (2005) · PubMed · Cited by 39 · see citing works
Cognitive decline : strategies for prevention
Fillit, H. M., & Butler, R. N. (1997) · Cited by 24 · see citing works
Is sticky blood a treatable determinant of cognitive decline and of dementia?
Lowe, G. D. O. (2001) · Age and Ageing · doi:10.1093/ageing/30.2.101 · Cited by 20 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- [17]Raven J Raven JC Court JH Raven manual: standard progressive matrices 1998 Oxford Psychologists Press Oxford, UK
Cited by
Sorted by citations
Brain morphology links systemic inflammation to cognitive function in midlife adults
Marsland, A. L., Gianaros, P. J., Kuan, D. C.-H., Sheu, L. K., Krajina, K., & Manuck, S. B. (2015) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2015.03.015 · Cited by 321 · see citing works
Juster, R.-P., Bizik, G., Picard, M., Arsenault-Lapierre, G., Sindi, S., Trepanier, L., Marin, M.-F., Wan, N., Sekerovic, Z., Lord, C., et al. (2011) · Development and Psychopathology · doi:10.1017/s0954579411000289 · Cited by 268 · see citing works
Chung, Y.-C., Jin, H.-M., Cui, Y., Kim, D. S., Jung, J. M., Park, J.-I., Jung, E.-S., Choi, E.-K., & Chae, S.-W. (2014) · Journal of Functional Foods · doi:10.1016/j.jff.2014.07.007 · Cited by 173 · see citing works
Low-grade inflammation is a major contributor of impaired attentional set shifting in obese subjects
Lasselin, J., Magne, E., Beau, C., Aubert, A., Dexpert, S., Carrez, J., Layé, S., Forestier, D., Ledaguenel, P., & Capuron, L. (2016) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2016.05.013 · Cited by 53 · see citing works
Karshikoff, B., Åström, J., Holmström, L., Lekander, M., Kemani, M. K., & Wicksell, R. K. (2022) · Journal of Clinical Medicine · doi:10.3390/jcm11092285 · Cited by 6 · see citing works
“Furthermore, CRP blood levels have been associated with reduced performance in the TMT in several patient groups experiencing ongoing peripheral inflammatory activity, such as those with peripheral arterial disease [49] and brain cancer [50] and aging populations [51].”
Background
- Authors
- Marioni, R. E., Stewart, M. C., Murray, G. D., Deary, I. J., Fowkes, F. G. R., Lowe, G. D. O., Rumley, A., & Price, J. F.
- Affiliations
- University of Edinburgh (GB)
- University of Glasgow (GB)
- Corresponding author
- Marioni, Riccardo E.
- ORCID
- Venue
- Psychosomatic Medicine
- Published
- 2009-10
- Volume
- 71
- Issue
- 8
- Pages
- 901-906
- ISSN
- 0033-3174 (ISSN-L)
- PMC
- PMC2762963
- OpenAlex
- W2056460343
- Cited by
- 86
- References
- 33
- Citations by year
- 2025: 8 · 2024: 3 · 2023: 4 · 2022: 5 · 2021: 2 · 2020: 7 · 2019: 3 · 2018: 4 · 2017: 11 · 2016: 8 · 2015: 6 · 2014: 5 · 2013: 4 · 2012: 3
- FWCI
- 3.30
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychosomatic Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Wellcome Trust (057762)
- British Heart Foundation (RG/02/015/14948, RG/07/011/24068)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Blood properties and coagulation
- Health Sciences › Medicine › Oncology › Inflammatory Biomarkers in Disease Prognosis
- Keywords
- cognitive decline, C-reactive protein, fibrinogen, plasma viscosity, hematocrit, biomarkers, asymptomatic atherosclerosis, middle-aged and older adults, processing speed, executive function, cognitive flexibility, general intelligence, cardiovascular risk factors
- MeSH terms
- Aspirin, Blood Viscosity, C-Reactive Protein, Cognition Disorders, Female, Fibrinogen, Follow-Up Studies, Hematocrit, Humans, Inflammation, Male, Middle Aged, Neuropsychological Tests, Plasma, Risk Factors, Severity of Illness Index, Biomarkers, Inflammation Mediators, Atherosclerosis, Executive Function
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