Abstract Aims Statins are essential in cardiovascular prevention. Although well-tolerated, patient adherence is often suboptimal due to experienced musculoskeletal symptoms ranging from mild myalgia to rare life-threatening rhabdomyolysis. This study aimed to investigate the relationship between plasma concentrations of statin metabolites in patients experiencing myalgia without rhabdomyolysis. Methods and results Plasma concentrations of statin metabolites were quantitatively assessed using mass spectrometry across three case-control cohorts evaluating statin-induced myalgia. The analysis included a total of 373 patients from the MILANO study (N=85 with self -reported myalgia), the MONTREAL study (N=248 with clinically verified myalgia) and the STOMP study (N=40 with rechallenge-verified statin-induced myalgia). STOMP found no significant difference in the plasma concentrations of statin metabolites between statin naïve patients with myalgia (N=12) taking atorvastatin 80 mg daily and asymptomatic controls (N=28), including upon subsequent statin rechallenge. Both the MILANO and MONTREAL studies showed lower plasma concentrations of statin metabolites in patients with myalgias compared to controls. MILANO showed a significant difference in rosuvastatin lactone concentration in patients with myalgias compared to asymptomatic controls (P = 0.025). Similarly, MONTREAL showed significantly lower mean atorvastatin metabolite concentrations in affected patients versus controls (P values ranging from 0.0073 to 0.037). Atorvastatin dosages in MONTREAL ranged from 5 to 80 mg daily, the most frequent regimens being 20 mg (27% in cases; 24% in controls) and 40 mg (33% in cases; 37% in controls). Creatine kinase levels were measured in all cohorts and were not different between cases and controls. Conclusion Development of myalgias in patients with normal creatine kinase levels is not associated with higher statin metabolite plasma concentrations. Myalgias during statin therapy are not caused by pharmacokinetic abnormalities.