Identifying Biomarkers of Frailty Through an Integrated Multi-omics Analysis

Abstract Background Older adults are vulnerable to frailty, leading to adverse outcomes. We examined baseline metabolomic/proteomic biomarkers associated with different frailty states with a goal of advancing precision medicine in a pilot study of older adults pursuing physical therapy. Methods We conducted a prospective study of 18 adults (≥65 years) from primary care, referred for physical therapy. Frailty was classified using a modified Cumulative Deficit Index (38 variables). Baseline gait speed, grip strength and instrumental activities of daily living (ADL) score (0-100) were assessed. Plasma samples underwent untargeted metabolomics and proteomics. Proteomics used Mag-Net enrichment to detect low-abundance proteins, followed by LC-MS/MS analysis on a Thermo Neo-Orbitrap Astral. Metabolomics involved methanol extraction and CE-MS/MS analysis using a 908Devices ZipChip-Thermo Fusion Lumos. Results The mean participant age was 77.1±5.5 (33% female). There were 12 were pre-frail and 6 frail participants. Baseline function differed between groups: gait speed was 1.23±0.26 vs. 0.98±0.21 m/s (p = 0.01), grip strength was 28.8±9.5 vs. 27.1±5.6kg (p = 0.98), and instrumental ADL scores were 100±0 vs. 66.1±22.9 (p = 0.005). Among 4,300 quantified proteins, ∼60 differed (p < 0.05; log2-fold change ±0.5) with ∼40 proteins elevated in frail individuals, including nucleosome-related proteins (H2B, H3C1, H2AC3, H3-4). Metabolomic analysis assessed ∼275 metabolites quantifying 115. Nicotinamide was significantly downregulated in the frail group (p < 0.05; log2-fold <-0.5). Conclusions This pilot study suggests that circulating nucleosomes–complexes of histones and DNA–may serve as biomarkers for aging and related conditions. Additionally, nicotinamide, a precursor of NAD4, a key coenzyme in metabolism, DNA repair, and mitochondrial function, declines with age, potentially contributing to age-related conditions.

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Journal
Innovation in Aging
Published
2025-12-01
DOI
https://doi.org/10.1093/geroni/igaf122.232
Primary Topic
Frailty in Older Adults
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article
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article

Identifying Biomarkers of Frailty Through an Integrated Multi-omics Analysis

Whitney L. Stutts, Laura E. Herring, Danae C. Gross, John A. Batsis et al.
Innovation in Aging
Frailty in Older Adults
article

Identifying Biomarkers of Frailty Through an Integrated Multi-omics Analysis

Whitney L. Stutts, Laura E. Herring, Danae C. Gross, John A. Batsis, Hillary Spangler, Dakota J. Batchek, David Lynch
article en

Abstract

Abstract Background Older adults are vulnerable to frailty, leading to adverse outcomes. We examined baseline metabolomic/proteomic biomarkers associated with different frailty states with a goal of advancing precision medicine in a pilot study of older adults pursuing physical therapy. Methods We conducted a prospective study of 18 adults (≥65 years) from primary care, referred for physical therapy. Frailty was classified using a modified Cumulative Deficit Index (38 variables). Baseline gait speed, grip strength and instrumental activities of daily living (ADL) score (0-100) were assessed. Plasma samples underwent untargeted metabolomics and proteomics. Proteomics used Mag-Net enrichment to detect low-abundance proteins, followed by LC-MS/MS analysis on a Thermo Neo-Orbitrap Astral. Metabolomics involved methanol extraction and CE-MS/MS analysis using a 908Devices ZipChip-Thermo Fusion Lumos. Results The mean participant age was 77.1±5.5 (33% female). There were 12 were pre-frail and 6 frail participants. Baseline function differed between groups: gait speed was 1.23±0.26 vs. 0.98±0.21 m/s (p = 0.01), grip strength was 28.8±9.5 vs. 27.1±5.6kg (p = 0.98), and instrumental ADL scores were 100±0 vs. 66.1±22.9 (p = 0.005). Among 4,300 quantified proteins, ∼60 differed (p < 0.05; log2-fold change ±0.5) with ∼40 proteins elevated in frail individuals, including nucleosome-related proteins (H2B, H3C1, H2AC3, H3-4). Metabolomic analysis assessed ∼275 metabolites quantifying 115. Nicotinamide was significantly downregulated in the frail group (p < 0.05; log2-fold <-0.5). Conclusions This pilot study suggests that circulating nucleosomes–complexes of histones and DNA–may serve as biomarkers for aging and related conditions. Additionally, nicotinamide, a precursor of NAD4, a key coenzyme in metabolism, DNA repair, and mitochondrial function, declines with age, potentially contributing to age-related conditions.

Innovation in AgingVol. 9(Supplement_2)
University of North Carolina at Chapel Hill (US)
Gender equality
Openalex Percentile: Top 33%
Frailty in Older Adults
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