OBJECTIVES: Obstructive sleep apnea syndrome (OSAS) is associated with increased risk of postoperative complications, which is possibly related to increased sensitivity to opioid. However, the effect of increased sensitivity to opioids in patients with OSAS remains controversial. This study aims to investigate whether male patients with moderate to severe OSAS have increased sensitivity to opioid remifentanil and its related predictive factors, so as to provide a reference for the rational use of opioids in patients with OSAS. METHODS: =22). The pupil diameter (PD) of the patients was measured by hand-held monocular pupillometer, and the perception threshold (PT) and pain tolerance threshold (PTT) of the patients were measured by somatosensory evoked potential stimulator. The initial PD, PT, and PTT were measured in a quiet environment and recorded as PD0, PT0, and PTT0. Changes in PD, PT, PTT, respiration, and consciousness were recorded after remifentanil infusion. Age, body mass index (BMI), smoking, AHI, minimal oxygen saturation, and percentage of sleep time spent with oxygen saturation <90% (T90) were included as independent variables in multiple linear regression equations to analyze the possible predictors of increased opioid sensitivity in patients with moderate to severe OSAS. RESULTS: >0.05). CONCLUSIONS: Male patients with moderate to severe OSAS have increased sensitivity to remifentanil, the duration of nocturnal desaturation may be its predictive factor. Male patients with moderate to severe OSAS with a longer duration of nocturnal hypoxia are more sensitive to remifentanil, and the use of opioids in these patients should be more cautious in clinical.