Age-Related Changes in Serum N -Glycome in Men and Women-Clusters Associated with Comorbidity.
Óscar Lado-BaleatoJorge TorreRoisin O'FlahertyManuela Alonso-SampedroIago CarballoCarmen Fernández-MerinoCristian Hernández-PérezFrancisco Gude SampedroRadka SaldovaArturo González-QuintelaPublished in: Biomolecules (2023)
(1) Aim: To describe, in a general adult population, the serum N- glycome in relation to age in men and women, and investigate the association of N- glycome patterns with age-related comorbidity; (2) Methods: The serum N- glycome was studied by hydrophilic interaction chromatography with ultra-performance liquid chromatography in 1516 randomly selected adults (55.3% women; age range 18-91 years). Covariates included lifestyle factors, metabolic disorders, inflammatory markers, and an index of comorbidity. Principal component analysis was used to define clusters of individuals based on the 46 glycan peaks obtained in chromatograms; (3) Results: The serum N- glycome changed with ageing, with significant differences between men and women, both in individual N- glycan peaks and in groups defined by common features (branching, galactosylation, sialylation, fucosylation, and oligomannose). Through K-means clustering algorithm, the individuals were grouped into a cluster characterized by abundance of simpler N -glycans and a cluster characterized by abundance of higher-order N- glycans. The individuals of the first cluster were older, showed higher concentrations of glucose and glycation markers, higher levels of some inflammatory markers, lower glomerular filtration rate, and greater comorbidity index; (4) Conclusions: The serum N- glycome changes with ageing with sex dimorphism. The N- glycome could be, in line with the inflammaging hypothesis, a marker of unhealthy aging.
Keyphrases
- liquid chromatography
- mass spectrometry
- physical activity
- metabolic syndrome
- type diabetes
- tandem mass spectrometry
- machine learning
- cardiovascular disease
- high resolution
- polycystic ovary syndrome
- pregnant women
- single cell
- weight loss
- adipose tissue
- high resolution mass spectrometry
- antibiotic resistance genes
- high performance liquid chromatography
- high speed
- deep learning
- skeletal muscle
- middle aged
- wastewater treatment
- rna seq
- pregnancy outcomes
- ms ms
- glycemic control