In this study, Response surface methodology (RSM) was applied to optimize the yield of crude methanolic extract of Mitragyna speciosa leaves using Ultrasound-assisted extraction (UAE). The crude methanolic extract and its fractions were quantified in terms of total phenolic content and total flavonoid content, along with characterized using Fourier-transform infrared and Gas chromatography–mass spectrometry. The results showed the maximum yield of 49.72% at the optimal conditions (temperature, 34 °C; time, 25 min; and volume of solvent, 166 mL). The recovery crude methanolic extract for TPC and TFC were 137.3 ± 15.7 mg GAE/g and 90.3 ± 15.3 mg RE/g, respectively.
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