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  1. Live sha256:3d322
    5/28/2026, 11:24:13 PM
    Content snapshot
    {
      "tags": [
        "senescence",
        "exhaustion",
        "CD57",
        "KLRG1",
        "TEMRA",
        "flow cytometry",
        "Allen Immunology",
        "cohort"
      ],
      "text": "CD57 and KLRG1 are frequently used as senescence proxies in flow cytometry aging studies, but their specificity for true cellular senescence (SA-β-Gal+, telomere-attrited, SASP-secreting) is limited. Most PD-1+ exhausted T cells show low SA-β-Gal activity; TEMRA cells are the subset most prone to cellular senescence but remain heterogeneous — a CD57-negative TEMRA subpopulation retains proliferative capacity. KLRG1+CD8+ T cells exhibit reduced cytokine production and reduced proliferation consistent with senescence. Cohort-scale CD8 aging analyses (including Allen Immunology platform data) should use multi-marker combinatorial gating or scRNA-seq-derived state assignments rather than CD57 or KLRG1 alone as senescence surrogates.",
      "analysis": "Synthesis from Slaets et al. 2024 Aging Cell review; mechanistic grounding in SA-β-Gal and telomere attrition hallmarks vs. inhibitory-receptor-based definitions.",
      "local_id": "claim-senescence-vs-exhaustion-markers",
      "confidence": "moderate",
      "source_papers": [
        "doi:10.1111/acel.14300"
      ],
      "source_datasets": [],
      "supporting_figures": [],
      "created_by": "persona-claire-gustavson"
    }