Ultrasound-Assisted Ternary Deep Eutectic Solvent Extraction of Total Flavonoids from Artemisia argyi: GA-ANN Optimization, Greenness Assessment, and In Vitro Bioactivity Evaluation

Total flavonoids (TF) from Artemisia argyi, a traditional edible-medicinal Asteraceae herb, were extracted via a food-grade ternary deep eutectic solvent (TDES, Glycerol/Levulinic Acid/Xylitol = 1:1:1 molar ratio, 30% w/w water) under ultrasound assistance. A hybrid response surface methodology–genetic algorithm–artificial neural network (RSM-GA-ANN) model optimized parameters to deliver a maximum TF yield of 107.7 mg/g—1.5–1.8-fold higher than conventional hydroalcoholic extraction. Greenness was quantified by AGREEprep (score = 0.70) and MoGAPI (score = 80/100), confirming the method’s sustainability, with TDES retaining >84% extraction efficiency over three reuse cycles. Molecular dynamics simulations revealed TDES forms a more stable hydrogen bond network with plant cell walls (average H-bond lifetime: 101.279 ps vs. 46.698 ps for 50% ethanol), a finding validated by density functional theory calculations showing TDES establishes 7–9 hydrogen bonds with cellobiose (the cellulose repeating unit), far exceeding ethanol’s 1–2 hydrogen bonds. Purified TF exhibited potent radical-scavenging activity (DPPH IC50: 0.176 mg/mL; ABTS IC50: 0.159 mg/mL) and multipotent enzyme inhibition (α-glucosidase IC50: 55.31 μg/mL; acetylcholinesterase IC50: 0.618 mg/mL; pancreatic lipase IC50: 0.125 mg/mL). TF also suppressed HCT116, A549, and HepG2 proliferation (IC50 ≈ 50 μg/mL) and protected HepG2 cells against H2O2-induced oxidative damage. As an in silico probe, the predominant quantified flavonoid eupatilin (3.64 mg/g) docked to xanthine oxidase (−7.78 kcal/mol vs. allopurinol −6.86), offering a structural hypothesis for XO interaction without attributing mixture bioactivity to a single compound. This TDES-based platform offers a scalable, green route to valorize A. argyi for functional food and nutraceutical applications.

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Journal
Antioxidants
Published
2026-08-26
DOI
https://doi.org/10.3390/antiox15091069
Primary Topic
Ionic liquids properties and applications
Type
article
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Ultrasound-Assisted Ternary Deep Eutectic Solvent Extraction of Total Flavonoids from Artemisia argyi: GA-ANN Optimization, Greenness Assessment, and In Vitro Bioactivity Evaluation

Xuqiang Nie, Xin Zhang, Gang Wang, Tonghao Yang et al.
Antioxidants
Ionic liquids properties and applications
article

Ultrasound-Assisted Ternary Deep Eutectic Solvent Extraction of Total Flavonoids from Artemisia argyi: GA-ANN Optimization, Greenness Assessment, and In Vitro Bioactivity Evaluation

Xuqiang Nie, Xin Zhang, Gang Wang, Tonghao Yang, Yongmei Jiang, Zhijia Wang, Xuxiang Zhang, Jiafei Long, Sha Liu, Faming Wu, Yuping Zhang
article en

Abstract

Total flavonoids (TF) from Artemisia argyi, a traditional edible-medicinal Asteraceae herb, were extracted via a food-grade ternary deep eutectic solvent (TDES, Glycerol/Levulinic Acid/Xylitol = 1:1:1 molar ratio, 30% w/w water) under ultrasound assistance. A hybrid response surface methodology–genetic algorithm–artificial neural network (RSM-GA-ANN) model optimized parameters to deliver a maximum TF yield of 107.7 mg/g—1.5–1.8-fold higher than conventional hydroalcoholic extraction. Greenness was quantified by AGREEprep (score = 0.70) and MoGAPI (score = 80/100), confirming the method’s sustainability, with TDES retaining >84% extraction efficiency over three reuse cycles. Molecular dynamics simulations revealed TDES forms a more stable hydrogen bond network with plant cell walls (average H-bond lifetime: 101.279 ps vs. 46.698 ps for 50% ethanol), a finding validated by density functional theory calculations showing TDES establishes 7–9 hydrogen bonds with cellobiose (the cellulose repeating unit), far exceeding ethanol’s 1–2 hydrogen bonds. Purified TF exhibited potent radical-scavenging activity (DPPH IC50: 0.176 mg/mL; ABTS IC50: 0.159 mg/mL) and multipotent enzyme inhibition (α-glucosidase IC50: 55.31 μg/mL; acetylcholinesterase IC50: 0.618 mg/mL; pancreatic lipase IC50: 0.125 mg/mL). TF also suppressed HCT116, A549, and HepG2 proliferation (IC50 ≈ 50 μg/mL) and protected HepG2 cells against H2O2-induced oxidative damage. As an in silico probe, the predominant quantified flavonoid eupatilin (3.64 mg/g) docked to xanthine oxidase (−7.78 kcal/mol vs. allopurinol −6.86), offering a structural hypothesis for XO interaction without attributing mixture bioactivity to a single compound. This TDES-based platform offers a scalable, green route to valorize A. argyi for functional food and nutraceutical applications.

AntioxidantsVol. 15(9)
Zunyi Medical University (CN), First People’s Hospital of Zunyi (CN)
Responsible consumption and production
Openalex Percentile: Top 28%
Ionic liquids properties and applications
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