… biological ages (x's in figure). Usually, the positive predictive value (red line) of a biological
age predictor … due to the increased biological heterogeneity at old age (confidence interval …

… biological age predictors to consider. We selected five of the most investigated biological
age predictors … , there may be promising new predictors that were not included in this review. …

… predictive power of individual biomarkers are consistent across different populations with
respect to gender, race, and income. We document how age predictors … significant age-related …

… Prediction of age was an important first step, but—in our view—the focus must shift from
chasing increasingly accurate age … research that prioritize biological understanding and clinical …

… about the basal biological health of individuals. Our results show that b-age is an independent
predictor of IS 3-month outcome, even after adjusting by precise c-age and traditional …

… state than chronological age. Biological age predictors are often generated based on
cross-sectional data, using biochemical or molecular markers as predictor variables. It is assumed …

… have been shown to be predictive of mortality [20–22]… biological age and therefore as
predictors of longevity. In order to validate a potential set of parameters as markers of biological age…

… age captures an aspect of biological age, as assessed through lifespan, above and beyond
chronological age, … The authors developed this age prediction method by using an elastic net …

… Only recently have we turned our attention to assessing biological age by … age prediction
accuracy across cohorts and was significantly less accurate in chronological age prediction …

… for biological age, we performed multiple linear regression analysis with the 59 metabolites
as predictors and chronological age as an outcome. We did not perform any predictor …