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This synthesis tests the thesis that evidence for ACE inhibitors aging is context-dependent, separating outcome-specific signals from broader claims and identifying the evidence gaps that should bound interpretation. Angiotensin-converting enzyme (ACE) inhibitors are widely prescribed for hypertension, yet whether they confer direct anti-aging benefits—attenuating frailty, preserving muscle functi…