This study will enroll children and adults with SCD. Participants will be randomly assigned to receive twice daily doses of either a low dose of arginine, a high dose of arginine, or placebo for 12 weeks. Study visits will occur at baseline, three times during Month 1, and Weeks 8, 12, 14, and 16. Each study visit will include an echocardiogram to measure heart activity, blood collection, and a medical history review to identify adverse events, pain medication usage, headaches, emergency department visits, and hospitalizations.