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Inflamm-aging does not simply reflect increases in pro-inflammatory markers.


ABSTRACT: Many biodemographic studies use biomarkers of inflammation to understand or predict chronic disease and aging. Inflamm-aging, i.e. chronic low-grade inflammation during aging, is commonly characterized by pro-inflammatory biomarkers. However, most studies use just one marker at a time, sometimes leading to conflicting results due to complex interactions among the markers. A multidimensional approach allows a more robust interpretation of the various relationships between the markers. We applied principal component analysis (PCA) to 19 inflammatory biomarkers from the InCHIANTI study. We identified a clear, stable structure among the markers, with the first axis explaining inflammatory activation (both pro- and anti-inflammatory markers loaded strongly and positively) and the second axis innate immune response. The first but not the second axis was strongly correlated with age (r=0.56, p<0.0001, r=0.08 p=0.053), and both were strongly predictive of mortality (hazard ratios per PCA unit (95% CI): 1.33 (1.16-1.53) and 0.87 (0.76-0.98) respectively) and multiple chronic diseases, but in opposite directions. Both axes were more predictive than any individual markers for baseline chronic diseases and mortality. These results show that PCA can uncover a novel biological structure in the relationships among inflammatory markers, and that key axes of this structure play important roles in chronic disease.

SUBMITTER: Morrisette-Thomas V 

PROVIDER: S-EPMC5881904 | biostudies-literature | 2014 Jul

REPOSITORIES: biostudies-literature

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Inflamm-aging does not simply reflect increases in pro-inflammatory markers.

Morrisette-Thomas Vincent V   Cohen Alan A AA   Fülöp Tamàs T   Riesco Éléonor É   Legault Véronique V   Li Qing Q   Milot Emmanuel E   Dusseault-Bélanger Françis F   Ferrucci Luigi L  

Mechanisms of ageing and development 20140708


Many biodemographic studies use biomarkers of inflammation to understand or predict chronic disease and aging. Inflamm-aging, i.e. chronic low-grade inflammation during aging, is commonly characterized by pro-inflammatory biomarkers. However, most studies use just one marker at a time, sometimes leading to conflicting results due to complex interactions among the markers. A multidimensional approach allows a more robust interpretation of the various relationships between the markers. We applied  ...[more]

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2024-05-23 | GSE259312 | GEO