Elsevier

Brain, Behavior, and Immunity

Volume 52, February 2016, Pages 161-168
Brain, Behavior, and Immunity

Infectious disease burden and cognitive function in young to middle-aged adults

https://doi.org/10.1016/j.bbi.2015.10.014Get rights and content

Highlights

  • Cognition in young and middle-aged adults may be affected by infectious disease.

  • Past infectious diseases may interact with one another to affect cognition.

  • Age, ethnicity, education, SES may moderate impact of infectious disease on cognition.

Abstract

Prior research has suggested an association between exposure to infectious disease and neurocognitive function in humans. While most of these studies have explored individual viral, bacterial, and even parasitic sources of infection, few have considered the potential neurocognitive burden associated with multiple infections. In this study, we utilized publically available data from a large dataset produced by the Centers for Disease Control and Prevention that included measures of neurocognitive function, sociodemographic variables, and serum antibody data for several infectious diseases. Specifically, immunoglobulin G antibodies for toxocariasis, toxoplasmosis, hepatitis A, hepatitis B, and hepatitis C, cytomegalovirus, and herpes 1 and 2 were available in 5662 subjects. We calculated an overall index of infectious-disease burden to determine if an aggregate measure of exposure to infectious disease would be associated with neurocognitive function in adults aged 20–59 years. The index predicted processing speed and learning and memory but not reaction time after controlling for age, sex, race-ethnicity, immigration status, education, and the poverty-to-income ratio. Interactions between the infectious-disease index and some sociodemographic variables were also associated with neurocognitive function. In summary, an index aggregating exposure to several infectious diseases was associated with neurocognitive function in young- to middle-aged adults.

Introduction

Exposure to infectious disease has been associated with cognitive function in humans. In one study of older adults, cognitive decline was associated with cytomegalovirus (CMV) but not herpes simplex virus type 1 (HSV-1) (Aiello et al., 2006), and in another study, Tarter et al. (2014) found that both HSV-1 and CMV were associated with cognition in children, younger adults, and older adults (Tarter et al., 2014). Adults over age 60 with previous hepatitis A virus (HAV) infection but intact liver function and no other hepatitis viruses had slower psychomotor speed than controls (Hsieh et al., 2009). Similarly, some patients with chronic hepatitis C virus (HCV) have cognitive deficits even in the absence of severe hepatic fibrosis (Perry et al., 2008). In addition to associations between viral infection and cognitive function, parasitic infections have also been related to cognitive impairment. Toxoplasma gondii (T. gondii) has been associated with cognitive impairment in adults (Flegr et al., 2003, Gajewski et al., 2014, Gale et al., 2015a, Mendy et al., 2015, Pearce et al., 2014), and Toxocara species have been associated with cognitive impairment in children (Walsh and Haseeb, 2012) and in adults (Erickson et al., 2015).

Many of the infectious diseases associated with cognition in humans have widespread distributions. The seroprevalence of CMV in the United States is approximately 59%, although the seroprevalence varies significantly with age and sociodemographic variables (Cannon et al., 2010, Staras et al., 2006). For example, the seroprevalence of CMV in children ages 6–11 years is approximately 36.3% increasing to 41.7% for ages 12–19 years (Staras et al., 2006). The overall seroprevalence of HSV-1 and HSV-2 have been reported as approximately 53.9% and 15.7%, respectively (Bradley et al., 2014). The prevalences of HSV-1 and HSV-2 are typically lower in children compared to adults with the prevalence of HSV-1 in adolescents 12–19 years of age being approximately 44% (Schillinger et al., 2004). The worldwide immunoglobulin G antibody (IgG) seroprevalence of T. gondii is approximately 30%, and its overall seroprevalence in the United States is estimated at 22% (Jones et al., 2001), with a prevalence of approximately 9% in adolescents and 8% in children (Jones et al., 2003). Similarly, the overall seroprevalence of Toxocara species in the United States is approximately 14% (Lee et al., 2014a), and the prevalence in children is slightly lower at approximately 12% (Nelson et al., 1996, Walsh and Haseeb, 2012). The seroprevalence of HAV in the United States prior to availability of the vaccine has been reported to have been approximately 30% overall and 8% in children (Klevens et al., 2011). The prevalence of HCV is approximately 1% in the United States (Denniston et al., 2014) and approximately 0.3% in children (Alter et al., 1999). Finally, the prevalence of hepatitis B (HCB) is approximately 5% overall and 1.2% in children (Wasley et al., 2010). As can be seen, these infectious diseases vary by age with a higher prevalence associated with increasing age. With these individual widespread distributions, some people may possess antibodies for multiple infectious diseases, any one of which could influence cognition, but not necessarily to the same degree. Further, prior studies have shown that many of these infectious diseases may not only affect cognition but multiple infections may interact to affect cognitive function (Gale et al., 2015b).

To more fully investigate the cumulative effect of more than one infectious disease, Katan et al. (2013) evaluated the association between several viral and bacterial infections and cognition in a sample of older adults (mean age = 69). They calculated the effect of these infections on cognition by weighting the ability of each infection to predict cognitive function and then summing these weights into an overall index of infectious disease burden. They included CMV, HSV-1, HSV-2, Helicobacter pylori (H. pylori), and Chlamydia pneumoniae (C. pneumoniae) and found that a greater infectious-disease index was associated with poorer cognitive function.

Based on the associations between viral, bacterial, and parasitic diseases and cognitive function in humans and the relationship between an index of total infectious-disease burden and human cognitive function, we hypothesized that the association between an infectious-disease burden taking into account total exposure to the viruses herpes types 1 and 2, hepatitis A, B, and C, and CMV, the protozoan T. gondii, and the nematodes Toxocara cati and Toxocara canis would be associated with neurocognitive function in a sample of young- and middle-aged adults. We chose these particular pathogens because they either had been previously associated with human cognitive impairment or were related to infectious diseases previously associated with cognitive impairment. We chose covariates a priori to reflect factors that we have found in prior work to affect the association between cognition and certain pathogens (Erickson et al., 2015, Gale et al., 2015a, Gale et al., 2015b). Specifically, we controlled for socioeconomic status, educational attainment, and ethnicity and investigated interactions between these covariates and the pathogens.

Section snippets

Study sample

We used data from the publically available, anonymized, cross-sectional, multi-stage Third National Health and Nutrition Examination Survey (NHANES III) carried out from 1988 to 1994 by the United States’ National Center for Health Statistics at the Centers for Disease Control and Prevention (CDC) for adults aged 20–59 years. NHANES III was the most recent wave of the various NHANES data sets that contained the necessary variables for us to test our hypothesis of an association between an

Results

Table 1 presents the distributions of the demographic covariates in the sample. There was a fairly even age distribution with the most participants in the 30–39 age range, 51% of the sample was female, about three quarters were non-Hispanic white, almost half had at least some college, and 14% were in poverty.

Controlling for age, sex, race-ethnicity, education, immigration status, and PIR, there was a main effect for the infectious disease burden index predicting SDS (b = .11, p < 0.01) and SDL (b = 

Discussion

In this study of 5662 young to middle-aged (age 20–59 years) subjects weighted to represent the population of the United States, we examined the relationship between an index of eight infectious diseases and three measures of cognitive functioning. The infectious burden index was associated with two of the three cognitive function measures controlling for age, sex, race-ethnicity, educational attainment, and PIR.

Of the eight pathogens we investigated, herpes 1, cytomegalovirus, and hepatitis A

References (51)

  • A.E. Aiello et al.

    The influence of latent viral infection on rate of cognitive decline over 4 years

    J. Am. Geriatr. Soc.

    (2006)
  • P.D. Allison

    Missing Data

    (2001)
  • M.J. Alter et al.

    The prevalence of hepatitis C virus infection in the United States, 1988 through 1994

    N. Engl. J. Med.

    (1999)
  • J.R. Baringer et al.

    Herpes simplex virus genomes in human nervous system tissue analyzed by polymerase chain reaction

    Ann. Neurol.

    (1994)
  • L.L. Barnes et al.

    Cytomegalovirus infection and risk of Alzheimer disease in older black and white individuals

    J. Infect. Dis.

    (2015)
  • H. Bradley et al.

    Seroprevalence of herpes simplex virus types 1 and 2 – United States, 1999–2010

    J. Infect. Dis.

    (2014)
  • M.J. Cannon et al.

    Review of cytomegalovirus seroprevalence and demographic characteristics associated with infection

    Rev. Med. Virol.

    (2010)
  • Centers for Disease Control and Prevention (CDC) et al.

    Third National Health and Nutrition Examination Survey Data File Documentation

    (1996)
  • W.C. Chiu et al.

    Hepatitis C viral infection and the risk of dementia

    Eur. J. Neurol.

    (2014)
  • M.M. Denniston et al.

    Chronic hepatitis C virus infection in the United States, National Health and Nutrition Examination Survey 2003 to 2010

    Ann. Intern. Med.

    (2014)
  • D. Despommier

    Toxocariasis: clinical aspects, epidemiology, medical ecology, and molecular aspects

    Clin. Microbiol. Rev.

    (2003)
  • M.S. Elkind et al.

    Infectious burden and risk of stroke: the northern Manhattan study

    Arch. Neurol.

    (2010)
  • C.K. Enders

    Applied Missing Data Analysis

    (2010)
  • L.D. Erickson et al.

    Association between toxocariasis and cognitive function in young to middle-aged adults

    Folia Parasitol. (Praha)

    (2015)
  • S.D. Gale et al.

    Association between latent toxoplasmosis and cognition in adults: a cross-sectional study

    Parasitology

    (2015)
  • Cited by (31)

    • Toxoplasma gondii: A possible etiologic agent for Alzheimer's disease

      2021, Heliyon
      Citation Excerpt :

      In addition, HSV-2, HBV, toxoplasmosis, and toxocariasis decreased cognitive function, but less severe than the first group. HCV showed the weakest association [70]. Another study showed that individuals with higher levels of IgG antibodies against HSV-2, CMV, and T. gondii were associated with cognitive decline over a 5-year follow-up period, but HSV-1 was not [71].

    • Herpes Simplex Virus Type 1 infection is associated with suicidal behavior and first registered psychiatric diagnosis in a healthy population

      2019, Psychoneuroendocrinology
      Citation Excerpt :

      HSV-1 is neurotropic and predominantly replicates in the frontal and temporal regions of the brain, where it potentially could lead to cognitive impairments and memory alterations similar to those observed in individuals with schizophrenia (Pramod et al., 2013; Prasad et al., 2012). Latent neurotropic pathogens could contribute to cognitive impairments and behavioral changes (Dickerson et al., 2017; Duarte et al., 2019; Gale et al., 2016; Köhler-Forsberg et al., 2018; Pramod et al., 2013; Simanek et al., 2017). Herpes viruses establish lifelong latent infections and may, during periods of reactivation, repeatedly induce an inflammatory response (Glaser and Kiecolt-Glaser, 1994).

    • Association between infection burden and adult height

      2017, Economics and Human Biology
      Citation Excerpt :

      Because the HAV vaccine was not available in the United States until 1995 (Klevens et al., 2011), all detected antibodies for HAV were due to past infection and not due to vaccination. To create a general measure of infectious burden, we constructed an infection burden index based on the method described by Elkind et al. (2010) and as used in Gale et al. (2016). We first calculated bivariate regression estimates (unstandardized coefficients) for the association between each individual infectious disease and height, treating each estimate as a weighted representation of the strength of association between the infectious disease and height.

    • Cytomegalovirus serostatus, inflammation, and antibody response to influenza vaccination in older adults: The moderating effect of beta blockade

      2017, Brain, Behavior, and Immunity
      Citation Excerpt :

      Others (e.g., Epstein-Barr virus) are also common in older adults and may further impact immune function and health. For example, an aggregate index of latent infections correlated with cognitive function in young and middle adulthood (Gale et al., 2016), and such an index may have more predictive power for immune senescence than a single infection. Finally, markers of B and T cell function were not directly assessed in the current study, but may explain part of the effects of CMV on antibody responses.

    View all citing articles on Scopus
    View full text