SPP1 and obesity disorder: Although OPN was not assessed in those cohorts, these observations are mechanistically consistent with our framework: OPN closely mirrors VAT inflammation, macrophage senescence and SASP burden, features enriched in metabolically unhealthy obesity and potentially linked to the decline in coronary microvascular reserve observed in intermediate BMI ranges.