… of the biological processes that influence ageing and … need for integrating networks of
multiple ‘omics’ data types to … levels of omics data that can be applied to ageing and ageing-…

… This review summarizes the state-of-the-art of omics biomarker signatures in AD, including
… on the integration of neuroimaging and omics data, as well as how the evolving multi-omics …

… recent studies in the field of aging based on different multi-omics … We integrate aging
biomarkers of different omics levels to … analysis of different omics data, and systems biology have …

… omics data into composite ageing biomarkers that help interpret the complex biology of
ageing … (bottom), which attempt to integrate the entire breadth of molecular changes that occur …

… Approaches which integrate findings from systems biology and translational studies have
resulted in the characterization of different biomolecules, obtained from tissue samples at …

… a rapidly aging population. The book presents novel insights on CKD and bladder cancer
obtained by omics data integration as an example of the application of systems biology in the …

… Systems biology approaches in aging research. (A) … underlie aging requires integration of
multi-layered data about age-… of reliable biomarkers to predict biological age. Importantly, by …

… so that biologically meaningful biomarkers can be identified. … the multi-omics data into an
integrated framework as none of the … for full interpretation of a biological system [99]. Particularly …

… summarize data on all existing groups of biomarkers and biomarker-based age predictors
(… The next logical step is the integration of single omics data into one network. Given the high …

… -omics data as aging biomarkers on integral approach will make the prediction of biological
age … nothing was reported on systems biology approaches in aging biomarker search and …