Persistent viral pathogens and cognitive impairment across the life course in the third national health and nutrition examination survey
Open accessAbstract
BACKGROUND: Herpesviruses have been linked to cognitive impairment in older individuals but little is known about the association in the general US population. METHODS: We determined whether cytomegalovirus (CMV) and herpes simplex virus 1 (HSV-1) seropositivity were associated with cognitive impairment among children (aged 6-16 years) and adults aged 20-59 or ≥60 years, using data from the National Health and Nutrition Examination Survey (NHANES) III. Linear and logistic regression models were used to examine the associations between pathogen seropositivity and cognitive impairment. RESULTS: Among children, HSV-1 seropositivity was associated with lower reading and spatial reasoning test scores (β, -0.69; 95% confidence interval [CI], -1.18 to -.21 and β, -0.82; 95% CI, -1.29 to -.36, respectively). Among middle-aged adults, HSV-1 and CMV seropositivity were associated with impaired coding speed (odds ratio [OR], 1.54; 95% CI, 1.13-2.11, and OR, 1.41; 95% CI, 1.09-1.82, respectively). CMV seropositivity was also associated with impaired learning and recall (OR, 1.43; 95% CI, 1.14-1.80). Among older adults, HSV-1 seropositivity was associated with immediate memory impairment (OR, 3.26; 95% CI, 1.68-6.32). CONCLUSIONS: Future studies examining the biological pathways by which herpesviruses influence cognitive impairment across the life course are warranted.
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The cumulative effect of exposure to multiple infectious pathogens, both bacterial and viral, over several years is associated with changes in cognition, as well as multi-system biological dysfunction before clinical disease is apparent.
“Evidence suggests that the cumulative effect of exposure to multiple infectious pathogens, both bacterial and viral, over several years is associated with changes in cognition, as well as multi-system biological dysfunction before clinical disease is apparent (459, 460).”
From Signalling cognition: The gut microbiota and hypothalamic-pituitary-adrenal axis (2023) · cites this paper as [459]
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Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975) · Journal of Psychiatric Research · doi:10.1016/0022-3956(75)90026-6 · Cited by 88,282 · see citing works
Hirono, N., Mori, E., Ikejiri, Y., Imamura, T., Shimomura, T., Hashimoto, M., Yamashita, H., & Ikeda, M. (1997) · PubMed · Cited by 21,010 · see citing works
Kok, J. S., Berg, I. J., & Scherder, E. J. A. (2013) · Dementia and Geriatric Cognitive Disorders Extra · doi:10.1159/000353441 · Cited by 20,589 · see citing works
Older Adults' Reasons for Using Technology while Aging in Place
Peek, S. T. M., Luijkx, K. G., Rijnaard, M. D., Nieboer, M. E., van der Voort, C. S., Aarts, S., van Hoof, J., Vrijhoef, H. J., & Wouters, E. (2015) · Gerontology · doi:10.1159/000430949 · Cited by 19,803 · see citing works
Sensitivity and False Alarm Rate of a Fall Sensor in Long-Term Fall Detection in the Elderly
Kangas, M., Korpelainen, R., Vikman, I., Nyberg, L., & Jämsä, T. J. (2014) · Gerontology · doi:10.1159/000362720 · Cited by 19,003 · see citing works
Infectious Diseases of the Fetus and Newborn Infant
Remington, J. S., & Klein, J. O. (1984) · The Pediatric Infectious Disease Journal · doi:10.1097/00006454-198401000-00024 · Cited by 2,473 · see citing works
Seroprevalence of Cytomegalovirus Infection in the United States, 1988-1994
Staras, S. A. S., Dollard, S. C., Radford, K. W., Flanders, W. D., Pass, R. F., & Cannon, M. J. (2006) · Clinical Infectious Diseases · doi:10.1086/508173 · Cited by 1,008 · see citing works
Service, P. H. (1994) · PubMed · Cited by 740 · see citing works
Neural correlates of cognitive efficiency
Rypma, B., Berger, J. S., Prabhakaran, V., Martin Bly, B., Kimberg, D. Y., Biswal, B. B., & D'Esposito, M. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.05.065 · Cited by 334 · see citing works
Periodontitis is associated with cognitive impairment among older adults: Analysis of NHANES-III
Noble, J. M., Borrell, L. N., Papapanou, P. N., Elkind, M. S. V., Scarmeas, N., & Wright, C. B. (2009) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.2009.174029 · Cited by 324 · see citing works
Building hippocampal circuits to learn and remember: Insights into the development of human memory
Lavenex, P., & Lavenex, P. B. (2013) · Behavioural Brain Research · doi:10.1016/j.bbr.2013.02.007 · Cited by 309 · see citing works
Colugnati, F. A. B., Staras, S. A. S., Dollard, S. C., et al. (2007) · BMC Infectious Diseases · doi:10.1186/1471-2334-7-71 · Cited by 302 · see citing works
Systematic review of health behavioral risks and cognitive health in older adults
Lee, Y., Back, J. H., Kim, J., Kim, S.-H., Na, D. L., Cheong, H., Hong, C. H., & Kim, Y. G. (2009) · International Psychogeriatrics · doi:10.1017/s1041610209991189 · Cited by 250 · see citing works
Infectious Agents and Neurodegeneration
Chiara, G. D., Marcocci, M. E., Sgarbanti, R., Civitelli, L., Ripoli, C., Piacentini, R., Garaci, E., Grassi, C., & Palamara, A. T. (2012) · Molecular Neurobiology · doi:10.1007/s12035-012-8320-7 · Cited by 231 · see citing works
Herpes simplex encephalitis: long term magnetic resonance imaging and neuropsychological profile.
Kapur, N., Barker, S., Burrows, E. H., Ellison, D., Brice, J., Illis, L. S., Scholey, K., Colbourn, C., Wilson, B., & Loates, M. (1994) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.57.11.1334 · Cited by 224 · see citing works
The Influence of Latent Viral Infection on Rate of Cognitive Decline over 4 Years
Aiello, A. E., Haan, M. N., Blythe, L., Moore, K., Gonzalez, J. M., & Jagust, W. (2006) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2006.00796.x · Cited by 210 · see citing works
Self-citationDOWD, J. B., AIELLO, A. E., & ALLEY, D. E. (2009) · Epidemiology and Infection · doi:10.1017/s0950268808000551 · Cited by 210 · see citing works
Self-citationDickerson, F., Boronow, J. J., Stallings, C. R., Origoni, A. E., Ruslanova, I., & Yolken, R. H. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.5.466 · Cited by 209 · see citing works
Moderate Chronic Kidney Disease and Cognitive Function in Adults 20 to 59 Years of Age
Hailpern, S. M., Melamed, M. L., Cohen, H. W., & Hostetter, T. H. (2007) · Journal of the American Society of Nephrology · doi:10.1681/asn.2006101165 · Cited by 206 · see citing works
Infectious Diseases of the Fetus and New-born Infant
Barton, L. L. (1977) · JAMA · doi:10.1001/jama.1977.03270460116040 · Cited by 204 · see citing works
Dowd, J. B., Zajacova, A., & Aiello, A. E. (2009) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.12.010 · Cited by 175 · see citing works
Self-citationChronic stress modulates the virus-specific immune response to latent herpes simplex virus Type 1
Glaser, R., & Kiecolt‐Glaser, J. K. (1997) · Annals of Behavioral Medicine · doi:10.1007/bf02883323 · Cited by 173 · see citing works
Lurain, N. S., Hanson, B. A., Martinson, J., Leurgans, S. E., Landay, A. L., Bennett, D. A., & Schneider, J. A. (2013) · The Journal of Infectious Diseases · doi:10.1093/infdis/jit210 · Cited by 159 · see citing works
Herpes Simplex Virus Type 1 in Alzheimer's Disease: The Enemy Within
Itzhaki, R. F., & Wozniak, M. A. (2008) · Journal of Alzheimer s Disease · doi:10.3233/jad-2008-13405 · Cited by 143 · see citing works
Infectious burden and cognitive function: The Northern Manhattan Study
Katan, M., Moon, Y. P., Paik, M. C., Sacco, R. L., Wright, C. B., & Elkind, M. S. V. (2013) · Neurology · doi:10.1212/wnl.0b013e3182896e79 · Cited by 141 · see citing works
Infection with herpes simplex virus type 1 is associated with cognitive deficits in bipolar disorder
Dickerson, F., Boronow, J. J., Stallings, C. R., Origoni, A. E., Cole, S., Krivogorsky, B., & Yolken, R. H. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.10.008 · Cited by 140 · see citing works
Viral infections of the CNS with special emphasis on herpes simplex infections
Schmutzhard, E. (2001) · Journal of Neurology · doi:10.1007/s004150170155 · Cited by 134 · see citing works
Strandberg, T. E., Pitkälä, K. H., Linnavuori, K. H., & Tilvis, R. S. (2003) · Stroke · doi:10.1161/01.str.0000086754.32238.da · Cited by 134 · see citing works
National Seroprevalence and Trends in Herpes Simplex Virus Type 1 in the United States, 1976–1994
Schillinger, J. A., Xu, F., Sternberg, M., Armstrong, G. L., Lee, F. K., Nahmias, A. J., McQuillan, G. M., Louis, M. E. S., & Markowitz, L. E. (2004) · Sexually Transmitted Diseases · doi:10.1097/01.olq.0000145852.43262.c3 · Cited by 130 · see citing works
Cytomegalovirus infection of the central nervous system.
Griffiths, P. (2004) · PubMed · Cited by 110 · see citing works
Voxel-Based Morphometry of Herpes Simplex Encephalitis
Gitelman, D. R., Ashburner, J., Friston, K. J., TYLER, L. K., & Price, C. J. (2001) · NeuroImage · doi:10.1006/nimg.2000.0734 · Cited by 107 · see citing works
Nevo, E., & Breznitz, Z. (2010) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2010.09.010 · Cited by 101 · see citing works
Central nervous system apoptosis in human herpes simplex virus and cytomegalovirus encephalitis.
DeBiasi, R., Kleinschmidt-DeMasters, B., Richardson-Burns, S., & Tyler, K. (2002) · Journal of Infectious Diseases · doi:10.1086/345375 · Cited by 95 · see citing works
Shirts, B. H., Prasad, K. M. R., Pogue‐Geile, M. F., Dickerson, F., Yolken, R., & Nimgaonkar, V. L. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2008.07.017 · Cited by 94 · see citing works
Yolken, R. H., Torrey, Ε. F., Lieberman, J. A., Yang, S., & Dickerson, F. (2011) · Schizophrenia Research · doi:10.1016/j.schres.2011.01.020 · Cited by 92 · see citing works
Dickerson, F., Stallings, C. R., Origoni, A. E., Vaughan, C., Khushalani, S., & Yolken, R. H. (2011) · Schizophrenia Research · doi:10.1016/j.schres.2011.10.003 · Cited by 81 · see citing works
Matheï, C., Vaes, B., Wallemacq, P. E., & Degryse, J. (2011) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2011.03719.x · Cited by 78 · see citing works
Prasad, K. M. R., Eack, S. M., Goradia, D. D., Pancholi, K. M., Keshavan, M. S., Yolken, R. H., & Nimgaonkar, V. L. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.10101423 · Cited by 73 · see citing works
Brébion, G., SMITH, M. J., Gorman, J. M., Malaspina, D., Sharif, Z. A., & AMADOR, X. F. (2000) · Journal of Psychiatric Research · doi:10.1016/s0022-3956(99)00050-3 · Cited by 72 · see citing works
Osler, M., Avlund, K., & Mortensen, E. L. (2013) · European Journal of Public Health · doi:10.1093/eurpub/cks140 · Cited by 70 · see citing works
Neuroanatomic and cognitive abnormalities related to herpes simplex virus type 1 in schizophrenia
Schretlen, D. J., Vannorsdall, T. D., Winicki, J. M., Mushtaq, Y., Hikida, T., Sawa, A., Yolken, R. H., Dickerson, F., & Cascella, N. G. (2010) · Schizophrenia Research · doi:10.1016/j.schres.2010.01.008 · Cited by 68 · see citing works
Persistent infection with neurotropic herpes viruses and cognitive impairment
Watson, A. M. M., Prasad, K. M. R., Klei, L., Wood, J. A., Yolken, R. H., Gur, R. C., Bradford, L. D., Calkins, M. E., Richard, J. A., Edwards, N. B., et al. (2012) · Psychological Medicine · doi:10.1017/s003329171200195x · Cited by 68 · see citing works
Brain morphological changes associated with exposure to HSV1 in first-episode schizophrenia
Prasad, K. M. R., Shirts, B. H., Yolken, R. H., Keshavan, M. S., & Nimgaonkar, V. L. (2006) · Molecular Psychiatry · doi:10.1038/sj.mp.4001915 · Cited by 66 · see citing works
Dickerson, F., Stallings, C. R., Sullens, A., Origoni, A. E., Leister, F. J., Krivogorsky, B., & Yolken, R. H. (2008) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2008.04.156 · Cited by 58 · see citing works
Neuropsychologic Outcomes in Children With Neonatal Herpes Encephalitis
Engman, M., Adolfsson, I., Lewensohn‐Fuchs, I., Forsgren, M., Mosskin, M., & Malm, G. (2008) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2008.02.005 · Cited by 46 · see citing works
Bilbo, S. D. (2013) · Hormones and Behavior · doi:10.1016/j.yhbeh.2013.02.017 · Cited by 46 · see citing works
Cytomegalovirus infection and cognitive abilities in old age
Gow, A. J., Firth, C. M., Harrison, R., Starr, J. M., Moss, P., & Deary, I. J. (2013) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2013.01.011 · Cited by 45 · see citing works
The growing burden of Alzheimer's disease.
López, O. L. (2011) · PubMed · Cited by 44 · see citing works
Impaired functioning in euthymic patients with bipolar disorder — HSV-1 as a predictor
Gerber, S. I., Krienke, U. J., Biedermann, N. C., Grunze, H., Yolken, R. H., Dittmann, S., & Langosch, J. M. (2011) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2011.09.003 · Cited by 32 · see citing works
Congenital Cytomegalovirus Infection: An Overview
Elliott, S. P. (2011) · Infectious Disorders - Drug Targets · doi:10.2174/187152611797636712 · Cited by 15 · see citing works
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Signalling cognition: The gut microbiota and hypothalamic-pituitary-adrenal axis
Rusch, J. A., Layden, B. T., & Dugas, L. R. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1130689 · Cited by 415 · see citing works
Harris, S. A., & Harris, E. A. (2015) · Journal of Alzheimer's Disease · doi:10.3233/jad-142853 · Cited by 279 · see citing works
Herpes Viruses Increase the Risk of Alzheimer’s Disease: A Meta-Analysis
Steel, A. J., & Eslick, G. D. (2015) · Journal of Alzheimer's Disease · doi:10.3233/jad-140822 · Cited by 154 · see citing works
Nimgaonkar, V. L., Yolken, R. H., Wang, T., Chang, C.-C. H., McClain, L., McDade, E., Snitz, B. E., & Ganguli, M. (2016) · Alzheimer Disease & Associated Disorders · doi:10.1097/wad.0000000000000133 · Cited by 109 · see citing works
Noppert, G. A., Aiello, A. E., O'Rand, A. M., & Cohen, H. J. (2018) · Epidemiology and Infection · doi:10.1017/s095026881800153x · Cited by 11 · see citing works
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- Authors
- Tarter, K. D., Simanek, A. M., Dowd, J. B., & Aiello, A. E.
- Affiliations
- University of Michigan (US)
- University of Wisconsin–Milwaukee (US)
- City University of New York (US)
- Corresponding author
- Tarter, Kara D.
- Venue
- The Journal of Infectious Diseases
- Publisher
- Oxford University Press (OUP)
- Published
- 2013-11-18
- Volume
- 209
- Issue
- 6
- Pages
- 837-844
- ISSN
- 0022-1899 (ISSN-L)
- 1537-6613
- PMC
- PMC3935478
- OpenAlex
- W2106656548
- Cited by
- 78
- References
- 50
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 4 · 2023: 10 · 2022: 5 · 2021: 11 · 2020: 5 · 2019: 5 · 2018: 9 · 2017: 4 · 2016: 6 · 2015: 8 · 2014: 9
- FWCI
- 5.60
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Journal of Infectious Diseases (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Stanley Medical Research Institute
- School of Public Health, University of Michigan
- National Institutes of Health
- National Institute on Aging (R01AG040115)
- Topics
- Health Sciences › Medicine › Epidemiology › Cytomegalovirus and herpesvirus research
- Health Sciences › Medicine › Epidemiology › Herpesvirus Infections and Treatments
- Health Sciences › Medicine › Oncology › Viral-associated cancers and disorders
- Keywords
- herpesvirus, cytomegalovirus, herpes simplex virus type 1, cognitive impairment, seroprevalence, children, middle-aged adults, older adults, coding speed, learning and recall, immediate memory, life course
- MeSH terms
- Adolescent, Adult, Antibodies, Viral, Child, Cognition Disorders, Cross-Sectional Studies, Cytomegalovirus Infections, Female, Herpes Simplex, Humans, Male, Middle Aged, Nutrition Surveys, United States, Young Adult
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