Nanoparticles can be functionalized with molecules that bind specifically to CVD biomarkers. This enhances the sensitivity and specificity of diagnostic tests. For example, gold nanoparticles can be used to detect low levels of biomarkers in the bloodstream, providing early warning signs of cardiovascular issues.