Blood pressure is one of the best-established modifiable risk factors. Systolic pressure often rises with age at population level, but that does not make a high reading “normal for age”. Repeated readings with good technique and an individual review of treatment, tolerance and other conditions matter.
Physical activity, smoking, sleep, laboratory values, medical history and, when relevant, waist circumference complete the cardiometabolic picture. InBody, Max Pulse and wearables cannot replace glucose, blood lipids, kidney tests or a clinical assessment.
Short-term pulse variability and Max Pulse APG can add trend context when conditions are comparable. They are sensitive to breathing, posture, movement, sleep, caffeine, alcohol, illness and medication. PPG-derived variability is not ECG, and APG is an indirect view of peripheral pulse-wave shape—not a direct measure of arterial stiffness or lifespan.