Phenotypic age is one of the less complicated biological age measures developed in recent years. As for all of the others, it was developed by using machine learning on a large set of human data, in this case commonly assessed blood biomarkers and their values at different ages. Thus while we know exactly what is being measured, it is an open question as to how those measurements relate to the underlying processes of aging, or indeed whether they accurately reflect all of those processes. Once one starts down the path of using lifestyle interventions to slow aging or novel therapies to repair the cell and tissue damage that causes aging, will phenotypic age usefully report the outcomes? M…
Assessing Phenotypic Age Acceleration Differences by Lifestyle Choice
Phenotypic age is one of the less complicated biological age measures developed in recent years. As for all of the others, it was developed by using machine learning on a large set of human data, in this case commonly assessed blood biomarkers and their values at different ages. Thus while we know exactly what is being measured, it is an open question as to how those measurements relate to the underlying processes of aging, or indeed whether they accurately reflect all of those processes. Once one starts down the path of using lifestyle interventions to slow aging or novel therapies to repair the cell and tissue damage that causes aging, will phenotypic age usefully report the outcomes? M…