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    PAPER IMMUNIobservational_cohort2026

    Single-cell analyses of global cohorts outline determinants of immune aging and link the ratio of GZMK+ to GZMB+ Tem cells to health trajectories

    Immunity 2026 single-cell atlas of ~12.4 million blood immune cells from 2,609 adults across eight cohorts; the GZMB+:GZMK+ effector-memory CD8 T-cell ratio is proposed as a marker of unfavorable immune aging.

    Evidence

    6/10

    Moderate Evidence

    Sample

    2,609

    subjects

    Duration

    Cross-sectional cohorts; UK Biobank follow-up ~10-17 years (sources differ)

    study period

    Journal

    Immunity

    Oct 2026

    Authors

    Authorship

    Terekhova M, Kleverov M, Francis T, Artyomov MN, Harridge S, Artomov M

    02

    Key Findings

    1. 01

      Loss of naive T cells and recent thymic emigrants was the strongest correlate of chronological age

    2. 02

      A higher GZMB+ relative to GZMK+ effector-memory CD8 T-cell share marked an unfavorable aging axis

    3. 03

      A protein-based surrogate predicted higher mortality and chronic disease over ~a decade in UK Biobank (~50,000 participants)

    03

    Structured Methods

    Study Design
    observational_cohort
    Sample Size
    2,609 subjects
    Study Duration
    Cross-sectional cohorts; UK Biobank follow-up ~10-17 years (sources differ)
    Methodology
    Single-cell RNA-seq across 8 cohorts, plasma proteomics in a subset, imputed-model validation in UK Biobank
    Limitations
    Associations only; UK Biobank lacked CD8 T-cell counts so a proteomic imputation model was used; mainly healthy adults of European and Asian ancestry; blood not tissue; the proposed clinical blood test does not yet exist.
    04

    Citations & References

    Cite this paper

    Terekhova M, Kleverov M, Francis T, Artyomov MN, Harridge S, Artomov M (2026). Single-cell analyses of global cohorts outline determinants of immune aging and link the ratio of GZMK+ to GZMB+ Tem cells to health trajectories. Immunity.

    Source

    Publisher

    Journal

    Immunity

    05

    Indexing

    Topics

    immune agingbiomarkersthymic involution

    Interventions

    biological age testing
    PHS
    671
    / 1000
    T3
    Longevity Operator

    Sample member

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