Evidence map›Paper›PMID 33461563›Full record

ArticleImmunity & ageing : I & A2021

Aging and CMV discordance are associated with increased immune diversity between monozygotic twins.

Zheng Yan, Holden T Maecker, Petter Brodin, Unni C Nygaard, Shu Chen Lyu, Mark M Davis, Kari C Nadeau, Sandra Andorf

Abstract read
In one paragraph

Article in Immunity & ageing : I & A, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
–field-weighted citation impact
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

27 citing papers in PubMed.

  1. Trial
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  3. Review
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  5. Article
  6. LatentBiomolecules · 2025
    Article
  7. Heritability of neonatal acute phase protein levels.Brain, behavior, & immunity - health · 2025
    Article
  8. CMV-specific clonal expansion of Th1, GZMKbioRxiv : the preprint server for biology · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
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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

8 authors.

Zheng YanSean N. Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA.
Holden T MaeckerInstitute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA.
Petter BrodinScience for Life Laboratory, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.
Unni C NygaardSean N. Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA.
Shu Chen LyuSean N. Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA.
Mark M DavisInstitute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA.
Kari C NadeauSean N. Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA.
Sandra AndorfSean N. Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA. sandra.andorf@cchmc.org.ORCID http://orcid.org/0000-0002-3093-2568

Funding

Using a tonsil organoid system to probe conditions for the induction of protective antibody and T cell responses to influenza.U19AI057229 · NIAID · STANFORD UNIVERSITY · PI Mark Morris Davis · 2003 to 2026
$88.5M
Secondhand smoke and asthma: Mechanistic outcomes of DNA methylation in T cellsR01HL118612 · NHLBI · STANFORD UNIVERSITY · PI MILLER, RACHEL L, NADEAU, KARI C. · 2014 to 2017
$2.3M
CyTOF Mass CytometerS10RR027582 · NCRR · STANFORD UNIVERSITY · PI NOLAN, GARRY P · 2010 to 2010
$500k
Effects of Tobacco Exposure on Immune ResponsesR21ES022153 · NIEHS · STANFORD UNIVERSITY · PI NADEAU, KARI C. · 2013 to 2014
$471k
NIAID NIH HHS U19 AI057229NIH HHS 5U19AI057229NIH HHS R01HL118612NIH HHS R21ES022153NIH HHS S10RR027582
6 · The paper itself

Abstract

backgroundBroadly, much of variance in immune system phenotype has been linked to the influence of non-heritable factors rather than genetics. In particular, two non-heritable factors: aging and human cytolomegavirus (CMV) infection, have been known to account for significant inter-individual immune variance. However, many specific relationships between them and immune composition remain unclear, especially between individuals over narrower age ranges. Further exploration of these relationships may be useful for informing personalized intervention development.

resultsTo address this need, we evaluated 41 different cell type frequencies by mass cytometry and identified their relationships with aging and CMV seropositivity. Analyses were done using 60 healthy individuals, including 23 monozygotic twin pairs, categorized into young (12-31 years) and middle-aged (42-59 years). Aging and CMV discordance were associated with increased immune diversity between monozygotic twins overall, and particularly strongly in various T cell populations. Notably, we identified 17 and 11 cell subset frequencies as relatively influenced and uninfluenced by non-heritable factors, respectively, with results that largely matched those from studies on older-aged cohorts. Next, CD4+ T cell frequency was shown to diverge with age in twins, but with lower slope than in demographically similar non-twins, suggesting that much inter-individual variance in this cell type can be attributed to interactions between genetic and environmental factors. Several cell frequencies previously associated with memory inflation, such as CD27- CD8+ T cells and CD161+ CD4+ T cells, were positively correlated with CMV seropositivity, supporting findings that CMV infection may incur rapid aging of the immune system.

conclusionsOur study confirms previous findings that aging, even within a relatively small age range and by mid-adulthood, and CMV seropositivity, both contribute significantly to inter-individual immune diversity. Notably, we identify several key immune cell subsets that vary considerably with aging, as well as others associated with memory inflation which correlate with CMV seropositivity.

Indexed as

AgingCytomegalovirusHuman immunologyMass cytometry (CyTOF)Monozygotic twins

Identifiers

PMID33461563
PMCPMC7812659

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.