Design optimization study of the extraction of olive leaves performed with pressurized liquid extraction using response surface methodology

•Olive leaves were extracted by environmentally friendly technology.•A screening design was performed to determine significant extraction parameters.•Extraction yield, oleuropein content and antioxidant activity were evaluated.•Response surfaces investigated the impact of various experimental conditions.•Validation of the model confirmed the prediction capacity.