Du, Ling, Tong and colleagues introduced OmniAge, a Nature Communications compendium mapping aging-associated biomarkers across multiple omics layers and linking those patterns to causal relationships with clonal hematopoiesis. The work is centered on how biological aging signals relate to blood-system clonal expansions, using cross-modal mapping to move beyond single-measure biomarker approaches in aging research.