For the HTN cohort comparing ACE inhibitors versus beta-blockers on the risk of acute kidney injury, effect estimates were impacted by strong confounding by indication with the unadjusted estimate showing a protective effect for individuals initiating ACE inhibitors with a HR of 0.59 (0.52, 0.69). Here, ACE is linked to acute kidney injury.