Evidence map›Paper›PMID 42731575›Full record

ArticleUltrasonics sonochemistry2026

Ultrasound-assisted extraction of flavonoids from Blumea balsamifera using deep eutectic solvents: optimization, characterization, and antioxidant evaluation.

Wei Dai, Liping Dai, Lei Jin, Rui Pang, Sina Wang, Hongfeng Chen, Xilong Zheng

Abstract read
In one paragraph

Article in Ultrasonics sonochemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Wei DaiTeaching and Experimental Center, Guangdong Pharmaceutical University, Guangzhou 510006, China; Comprehensive Experimental Teaching Center of Traditional Chinese Medicine, Yunfu Campus, Guangdong Pharmaceutical University, Yunfu 527500, China. Electronic address: dai_gdpu_2018@gdpu.edu.cn.
Liping DaiCollege of Traditional Chinese Medicine Resources, Guangdong Pharmaceutical University, Yunfu 527325, China; Fogang County Maternal and Child Health Hospital, Fogang 511600, China; Key Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China. Electronic address: 16680128026@163.com.
Lei JinTeaching and Experimental Center, Guangdong Pharmaceutical University, Guangzhou 510006, China; Comprehensive Experimental Teaching Center of Traditional Chinese Medicine, Yunfu Campus, Guangdong Pharmaceutical University, Yunfu 527500, China. Electronic address: jinlei@gdpu.edu.cn.
Rui PangTeaching and Experimental Center, Guangdong Pharmaceutical University, Guangzhou 510006, China; Comprehensive Experimental Teaching Center of Traditional Chinese Medicine, Yunfu Campus, Guangdong Pharmaceutical University, Yunfu 527500, China. Electronic address: pangrui@gdpu.edu.cn.
Sina WangTeaching and Experimental Center, Guangdong Pharmaceutical University, Guangzhou 510006, China; Comprehensive Experimental Teaching Center of Traditional Chinese Medicine, Yunfu Campus, Guangdong Pharmaceutical University, Yunfu 527500, China. Electronic address: wangsn@gdpu.edu.cn.
Hongfeng ChenKey Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China. Electronic address: h.f.chen@scbg.ac.cn.
Xilong ZhengCollege of Traditional Chinese Medicine Resources, Guangdong Pharmaceutical University, Yunfu 527325, China. Electronic address: zhengxl2020@gdpu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Blumea balsamifera, a traditional medicinal herb rich in flavonoids, is recognized for its strong antioxidant potential. In this study, a sustainable extraction strategy combining deep eutectic solvents (DES) and ultrasound-assisted extraction (UAE) was developed to enhance flavonoid recovery. Extraction parameters were optimized using response surface methodology (RSM) for DES screening, and further refined by an artificial neural network-genetic algorithm model (ANN-GA). Choline chloride-glycerol (ChCl-Gly, 1:2, 40% water) was selected as the optimal solvent. Under the ANN-GA conditions of 40:1 mL/g, 77 °C, 45 min, and 300 W, the total flavonoid yield reached 3.52 ± 0.01%, which was 73.40% higher than that obtained by 50% ethanol heat-assisted extraction. Factorial, kinetic, rated-power-based operational, and SEM analyses were consistent with ultrasound-associated matrix disruption and mass-transfer intensification, while FTIR and

Indexed as

AntioxidantsAsteraceaeChemical FractionationDeep Eutectic SolventsFlavonoidsUltrasonic WavesSolventsAntioxidantsDeep Eutectic SolventsFlavonoidsSolventsAntioxidant activityBlumea balsamiferaDeep eutectic solventsFlavonoidsGreen chemistryUltrasound-assisted extraction

Identifiers

PMID42731575
PMCPMC13587741

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.