ArticleGeroScience2023
Targeted metabolomics reveals plasma biomarkers and metabolic alterations of the aging process in healthy young and older adults.
Article in GeroScience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 18 citations in OpenAlex.
- Metabolomic profiles impacted by brief mindfulness intervention with contributions to improved health.Scientific reports · 2025Trial
- Metabolic Profiling of Epigenetic Aging and Its Associations With Aging-Related Phenotypes and Modifiable Lifestyle Factors.Aging cell · 2026Article
- Aspiration to architecture: multi-omics, AI, digital twins, and blockchain for P4 medicine.Journal of translational medicine · 2026Article
- Preksha Dhyana meditation modulates the serum metabolome in healthy and meditation-naïve participants.Frontiers in molecular biosciences · 2026Article
- Understanding metabolic resilience by unraveling temporal dynamics of cellular responses.Trends in endocrinology and metabolism: TEM · 2025Review
- Impacts of systemic milieu on cerebrovascular and brain aging: insights from heterochronic parabiosis, blood exchange, and plasma transfer experiments.GeroScience · 2025Review
- Precision Probiotics Regulate Blood Glucose, Cholesterol, Body Fat Percentage, and Weight Under Eight-Week High-Fat Diet.Metabolites · 2025Article
- Article
- Metabolomic Pathways of Inflammation and Mitochondrial Dysfunction Are Related to Worsening Healthy Aging Index and Mortality.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- Ursodeoxycholic acid prompts glycolytic dominance, reductive stress and epithelial-to-mesenchymal transition in ovarian cancer cells through NRF2 activation.Cell death discovery · 2025Article
- Essential amino acids and branched-chain amino acids are associated with skeletal muscle and inflammatory parameters in older age.Biogerontology · 2025Article
- Article
- Metabolome Alterations Associated with Three-Month Sitting-Time Reduction Among Sedentary Postmenopausal Latinas with Cardiometabolic Disease Risk.Metabolites · 2025Article
- Multi-omics profiling reveals the role of 4-ethylbenzoic acid in promoting proliferation and invasion of cervical cancer.Frontiers in medicine · 2025Article
- Comparative analysis of sex-dependent serum metabolomic patterns across the lifespan of rhesus macaques.Frontiers in genetics · 2025Article
- Sitting Interruption Modalities during Prolonged Sitting Acutely Improve Postprandial Metabolome in a Crossover Pilot Trial among Postmenopausal Women.Metabolites · 2024Article
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Authors and funding
9 authors at 6 institutions in 1 country.
Funding
Abstract
With the exponential growth in the older population in the coming years, many studies have aimed to further investigate potential biomarkers associated with the aging process and its incumbent morbidities. Age is the largest risk factor for chronic disease, likely due to younger individuals possessing more competent adaptive metabolic networks that result in overall health and homeostasis. With aging, physiological alterations occur throughout the metabolic system that contribute to functional decline. In this cross-sectional analysis, a targeted metabolomic approach was applied to investigate the plasma metabolome of young (21-40y; n = 75) and older adults (65y + ; n = 76). A corrected general linear model (GLM) was generated, with covariates of gender, BMI, and chronic condition score (CCS), to compare the metabolome of the two populations. Among the 109 targeted metabolites, those associated with impaired fatty acid metabolism in the older population were found to be most significant: palmitic acid (p < 0.001), 3-hexenedioic acid (p < 0.001), stearic acid (p = 0.005), and decanoylcarnitine (p = 0.036). Derivatives of amino acid metabolism, 1-methlyhistidine (p = 0.035) and methylhistamine (p = 0.027), were found to be increased in the younger population and several novel metabolites were identified, such as cadaverine (p = 0.034) and 4-ethylbenzoic acid (p = 0.029). Principal component analysis was conducted and highlighted a shift in the metabolome for both groups. Receiver operating characteristic analyses of partial least squares-discriminant analysis models showed the candidate markers to be more powerful indicators of age than chronic disease. Pathway and enrichment analyses uncovered several pathways and enzymes predicted to underlie the aging process, and an integrated hypothesis describing functional characteristics of the aging process was synthesized. Compared to older participants, the young group displayed greater abundance of metabolites related to lipid and nucleotide synthesis; older participants displayed decreased fatty acid oxidation and reduced tryptophan metabolism, relative to the young group. As a result, we offer a better understanding of the aging metabolome and potentially reveal new biomarkers and predicted mechanisms for future study.
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