HormonesResearch PaperOpen Access

Single-Cell Atlas Exposes How Aging Breaks Down the Entire Endocrine System

First single-cell transcriptomic map of eight endocrine organs reveals immune infiltration and a GZMK-MHC-I-UPR axis as drivers of endocrine aging.

Monday, August 10, 2026 3 views
Published in Protein Cell
A laboratory microscope slide showing a cross-section of a mouse endocrine gland with fluorescent cell-type markers in blue, red, and green under confocal imaging

Summary

Researchers at Peking University mapped 208,304 individual cells across eight endocrine organs in young (6-month) and aged (24-month) mice, creating the first comprehensive single-cell aging atlas of the entire endocrine system. Aging consistently increased cellular senescence markers, immune cell infiltration, and unfolded protein response across glands including the pituitary, thyroid, adrenal, pineal, pancreatic islets, and hypothalamus. A key finding was that exhausted CD8+ T cells expanded with age, releasing the enzyme GZMK, which activated MHC-I signaling in hormone-secreting cells and triggered damaging protein stress responses. Blocking GZMK receptors with small molecules reduced this stress and senescence. Machine learning identified CD59 as a novel surface marker of endocrine aging. Sex-specific organs showed distinct vulnerabilities: aged ovarian theca cells had elevated reactive oxygen species, while aged testicular spermatogonia showed impaired DNA repair.

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Detailed Summary

The endocrine system — the network of glands that produce hormones governing metabolism, stress, reproduction, growth, and sleep — undergoes profound changes with age. Yet until now, no study had systematically characterized those changes at single-cell resolution across multiple endocrine organs simultaneously. This study fills that gap, providing the first large-scale single-cell transcriptomic atlas of endocrine system aging in a mammalian model.

The team dissected eight endocrine organs from young (6-month-old) and aged (24-month-old) male and female mice: the pituitary gland, pineal gland, thyroid gland, adrenal gland, pancreatic islets, hypothalamus, ovary, and testis. Using single-cell RNA sequencing (scRNA-seq) for most organs and single-nucleus RNA-seq for the hypothalamus, they processed a total of 208,304 high-quality cells. After stringent quality control, 169,859 cells from six sex-shared organs and 38,445 cells from the two sex-specific gonads were analyzed. They identified 48 distinct cell types across the six shared organs, including 16 hormone-secreting cell subtypes.

Aging signatures were pervasive. The senescence marker Cdkn2a (p16) was upregulated across all six sex-shared endocrine organs. Senescence-associated secretory phenotype (SASP) gene scores and the SenMayo gene set were also significantly elevated (p ≤ 0.0001) in most organs. A total of 5,261 differentially expressed genes (DEGs) were identified between aged and young mice. The thyroid gland showed the greatest number of aging-associated DEGs at the organ level. At the cell-type level, immune cells — especially CD8+ T cells — and functional hormone-secreting cells accumulated the largest numbers of DEGs, reflecting that both immunity and secretory function are heavily disrupted by aging.

A central mechanistic discovery was the GZMK–MHC-I–UPR regulatory axis. Aging-associated exhausted CD8+ T cells, marked by high expression of Gzmk and Pdcd1, expanded significantly across multiple endocrine organs. GZMK, a serine protease secreted by these exhausted T cells, upregulated MHC-I expression on the surface of functional endocrine cells. This MHC-I elevation in turn triggered the unfolded protein response (UPR), a form of cellular stress linked to dysfunction and senescence. Critically, treating cells with small-molecule inhibitors of GZMK receptors — including nafamostat and alpha-1 antitrypsin — counteracted both UPR activation and cellular senescence in vitro, supporting a causal rather than merely correlational role for immune infiltration in endocrine aging.

Machine learning applied to the aging dataset identified CD59, a complement regulatory protein, as a novel surface marker that distinguishes aged functional endocrine cells from young ones across sex-shared organs. This offers a potential biomarker for endocrine aging assessments. For the sex-specific gonads, aging drove distinct pathology: in ovaries, theca cells showed dramatically elevated reactive oxygen species (ROS) signaling, while in testes, spermatogonia exhibited impaired DNA damage repair pathways. Both gonads also showed heightened immune infiltration with aging, consistent with the broader systemic pattern.

The study's implications are substantial. The finding that exhausted T cells mechanistically drive stress and senescence in hormone-secreting cells suggests that immunomodulatory strategies — including GZMK pathway inhibition — could be therapeutic targets for preserving endocrine function with age. The CD59 biomarker finding opens a new avenue for measuring endocrine aging non-invasively. For clinicians, the data provide a molecular framework explaining why hormonal output declines so broadly across glands simultaneously with aging, suggesting a shared immune-driven mechanism rather than purely gland-intrinsic deterioration.

Key Findings

  • 208,304 total cells profiled from eight endocrine organs in young (6-month) and aged (24-month) mice; 48 distinct cell types identified across six sex-shared organs
  • Senescence marker Cdkn2a (p16) was upregulated in all six sex-shared endocrine organs with aging; SASP and SenMayo gene scores were significantly elevated (p ≤ 0.0001) in most organs
  • 5,261 aging-associated differentially expressed genes identified across all cell types; thyroid gland had the highest DEG count at the organ level
  • Exhausted CD8+ T cells (high Gzmk, Pdcd1 expression) expanded significantly with aging across multiple endocrine organs and activated a GZMK–MHC-I–UPR axis in hormone-secreting cells
  • Small-molecule inhibitors of GZMK receptors (nafamostat, alpha-1 antitrypsin) reduced unfolded protein response and cellular senescence in aged endocrine cells in vitro
  • Machine learning identified CD59 as a novel aging surface marker consistently elevated in aged functional endocrine cells across all six sex-shared organs
  • Aged ovarian theca cells showed elevated reactive oxygen species signaling; aged testicular spermatogonia exhibited impaired DNA repair — distinct sex-specific aging vulnerabilities

Methodology

Young (6-month-old) and aged (24-month-old) male and female mice were used; scRNA-seq was applied to the pituitary, pineal, thyroid, adrenal, pancreatic islets, ovary, and testis, while snRNA-seq was used for the hypothalamus. After quality control, 169,859 cells from six sex-shared organs and 38,445 cells from gonads were analyzed. Cell clustering and annotation used canonical marker genes validated against public datasets; differential expression was assessed using the Wilcoxon rank-sum test; GO enrichment, cell-cell communication (CellChat), and machine learning (for CD59 identification) were applied to interpret aging-associated transcriptional changes.

Study Limitations

The study was conducted entirely in mice, and direct translation to human endocrine aging biology requires further validation in human tissues. The study used cross-sectional comparisons of two age points (6 and 24 months) rather than longitudinal tracking of the same animals over time, which limits causal inference about aging trajectories. The functional blockade of GZMK receptors was demonstrated in vitro only; in vivo efficacy and safety in aged animals or humans remain to be established. No conflicts of interest were declared by the authors.

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