Angiotensin-converting enzyme (ACE) inhibitor therapy should be withheld 24 hours prior to PLEX to prevent symptoms resembling anaphylaxis (flushing, hypotension, abdominal cramping). The gene discussed is ACE; the disease is anaphylaxis.