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April 3, 2026Experimental Gerontology0 citationsOpen Access

Discovery of frailty-linked proteins through multi-omics integration of brain and plasma proteomes with GWAS datasets

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JZJiaYu ZhongMYMingHao YuanEZEn Zhou

Key Points

  • The research aims to uncover proteins linked to frailty by integrating multi-omics data with genetic information.
  • Integration of brain and plasma proteomes with GWAS datasets.
  • Application of Mendelian randomization and Bayesian colocalization methods.
  • Conduct of proteome-wide and transcriptome-wide association studies.
  • Validation of findings through Western blot analyses on aging-prone mice.
  • CISD2 in the brain and MST1 in plasma identified as high-confidence frailty-associated proteins.
  • CISD2 levels increased in aging-prone mice brains, supporting its role as a brain-specific driver.
  • MST1 protein and mRNA elevated in multiple tissues of aging-prone mice, indicating systemic risk.
  • Several other candidates showed moderate to lower support, expanding the frailty protein landscape.

Abstract

Frailty, a clinical state of increased vulnerability to stressors with aging, imposes significant strain on healthcare systems. Its genetic underpinnings remain incompletely explored, highlighting the need to identify novel therapeutic targets for aging. We integrated brain ( N = 376) and plasma ( N = 35,559) proteomes with a large-scale GWAS of Fried Frailty Score in 386,565 UK Biobank participants. We employed a combined analysis using Mendelian randomization (MR), Steiger filtering, Bayesian colocalization, proteome-wide (PWAS), and transcriptome-wide (TWAS) association studies. Multi-method integration identified CISD2 in the brain (supported by PWAS, TWAS, MR, colocalization) and MST1 in plasma (supported by PWAS, MR, colocalization, SMR) as high-confidence associations. GMPPB and GPX1 (brain), and FCGR3A and HEXIM1 (plasma) showed moderate confidence. Other candidates (e.g., TMEM106B, NT5DC3, RMDN3, MXRA7, EGFR, NLGN, NEGR1, ACAA1) had lower support. Western blot confirmed increased CISD2 expression in brains of aging-prone SAMP8 mice versus controls (SAMR1). MST1 protein was elevated in SAMP8 heart, liver, and spleen, and its mRNA increased in SAMP8 plasma. Our study identifies CISD2 and MST1 as high-confidence proteins implicated in frailty pathogenesis through brain and plasma mechanisms, respectively. These findings provide crucial molecular insights into aging and highlight promising targets for therapeutic intervention to mitigate frailty. • CISD2 (brain) and MST1 (plasma) are high-confidence frailty-associated proteins identified by integrative multi-omics. • CISD2 is prioritized as a brain-specific driver, while MST1 acts as a systemic plasma-derived risk factor. • Mendelian randomization, Bayesian colocalization, and animal validation provide robust evidence for both proteins. • Elevated CISD2 in SAMP8 brain and MST1 in heart, liver, spleen, plasma confirm roles in accelerated aging. • The study establishes a brain-periphery axis of frailty, offering new biomarkers and therapeutic targets.

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Cite This Study

Zhong et al. (2026) studied this question.

synapsesocial.com/papers/69cf5de95a333a821460bf62https://doi.org/10.1016/j.exger.2026.113120
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Plasma proteomic signature of frailty in 50,506 adults2026
  2. 2Large-scale genome-wide analyses with proteomics integration reveal novel loci and biological insights into frailty2025
  3. 3Large-scale genome-wide analyses with proteomics integration reveal novel loci and biological insights into frailty2024
  4. 4A cross-tissue transcriptome-wide association study identifies new susceptibility genes for frailty2024 · 3 citations
  5. 5Mild cognitive impairment and pre-frailty show distinct plasma multi-omic signatures: a cross-sectional study2026