Evidence map›Paper›PMID 29898795›Full record

ArticleEpidemiology and infection2018

Investigating pathogen burden in relation to a cumulative deficits index in a representative sample of US adults.

G A Noppert, A E Aiello, A M O'Rand, H J Cohen

Open access · bronzeAbstract read
In one paragraph

Article in Epidemiology and infection, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
0.9field-weighted citation impact, top 23% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.

  1. Pooled it
  2. Associations of common infections with frailty and mortality in two UK cohort studies.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
    Article
  3. Review
  4. Review
  5. Life Course Socioeconomic Disadvantage and the Aging Immune System: Findings From the Health and Retirement Study.The journals of gerontology. Series B, Psychological sciences and social sciences · 2021
    Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 1 country.

G A NoppertCenter for the Study of Aging and Human Development, Duke University,Durham,USA.ORCID 0000-0002-2040-960X
A E AielloCarolina Population Center, University of North Carolina,Chapel Hill,USA.
A M O'RandDuke University Population Research Institute, Duke University,Durham,USA.
H J CohenCenter for the Study of Aging and Human Development, Duke University,Durham,USA.
Duke University · USUniversity of North Carolina at Chapel Hill · US

Funding

Resource Core 3 - Metabolomics CoreP30AG028716 · NIA · DUKE UNIVERSITY · PI Virginia B Kraus · 2006 to 2026
$24.6M
Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
BEHAVIOR AND PHYSIOLOGY IN AGINGT32AG000029 · NIA · DUKE UNIVERSITY · PI Maria Marquine · 1985 to 2026
$9.3M
From Biological to Social Processes: Interdisciplinary Training in Life Course ResearchT32HD091058 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ROBERT A HUMMER, Amanda L Thompson · 2017 to 2026
$4.3M
Life Course Socioeconomics, Acculturation, & Type-2 Diabetes Risk Among LatinosR01DK087864 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI AIELLO, ALLISON E · 2012 to 2015
$2.6M
Infectious Links Between Psychosocial Stress and AgingR01AG040115 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI AIELLO, ALLISON E · 2012 to 2014
$1.7M
Social Disadvantage and Its Impact on Pathogen Burden and Immune Dysfunction Across the Life CourseR00AG062749 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NOPPERT, GRACE A · 2021 to 2023
$747k
NIA NIH HHS P30 AG028716NIA NIH HHS R00 AG062749NIA NIH HHS R01 AG040115NIA NIH HHS T32 AG000029NICHD NIH HHS P2C HD050924NICHD NIH HHS T32 HD091058NIDDK NIH HHS R01 DK087864
6 · The paper itself

Abstract

Pathogen burden is a construct developed to assess the cumulative effects of multiple, persistent pathogens on morbidity and mortality. Despite the likely biological wear and tear on multiple body systems caused by persistent infections, few studies have examined the impact of total pathogen burden on such outcomes and specifically on preclinical markers of dysfunction. Using data from two waves of the National Health and Nutrition Examination Survey, we compared three alternative methods for measuring pathogen burden, composed of mainly persistent viral infections, using a cumulative deficits index (CDI) as an outcome: single pathogen associations, a pathogen burden summary score and latent class analyses. We found significant heterogeneity in the distribution of the CDI by age, sex, race/ethnicity and education. There was an association between pathogen burden and the CDI by all three metrics. The latent class classification of pathogen burden showed particularly strong associations with the CDI; these associations remained after controlling for age, sex, body mass index, smoking, race/ethnicity and education. Our results suggest that pathogen burden may influence early clinical indicators of poor health as measured by the CDI. Our results are salient since we were able to detect these associations in a relatively young population. These findings suggest that reducing pathogen burden and the specific pathogens that drive the CDI may provide a target for preventing the early development of age-related physiological changes.

Indexed as

AdultBacteriaBacterial InfectionsChronic DiseaseFemaleHumansMaleMiddle AgedPrevalenceUnited StatesVirus DiseasesVirusesYoung AdultEpidemiologyherpesvirusesinfectious disease epidemiologysocial determinantsvirus infection

Identifiers

PMID29898795
PMCPMC6175667
OpenAlexW2808484613

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.