Evidence map›Paper›PMID 41571806›Full record

ArticleScientific reports2026

Rapid chemical characterization of finger millet using UHPLC-Q-Exactive orbitrap MS coupled with based via Feature-Based molecular networking and PRM.

Yufeng Zou, Shunli Xiao, Jiayi Wang, Qiru Chen, Liangyin Shu, Yifan Chen, Dingli Hu, Yuhua Tan, Sixuan Yang, Lianghong Liu and 3 more

Abstract read
In one paragraph

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

0numbers the graph read from it
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

13 authors.

Yufeng Zou *School of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Shunli Xiao *School of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Jiayi Wang *School of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Qiru ChenSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Liangyin ShuSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Yifan ChenSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Dingli HuSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Yuhua TanSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Sixuan YangSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Lianghong LiuSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China. liulianghongfe@163.com.
Qingjiao HeSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China. jj702@163.com.
L H LiuSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.
Q J HeSchool of Pharmaceutical Sciences, Hunan University of Medicine, Huaihua, 418000, China.

Funding

Hunan University of Medicine High-Level Talent Introduction Startup Funds no. 202411Research learning and innovative experiment program for college students in School of Pharmacy, Hunan University of Medicine no. YXY202412
6 · The paper itself

Abstract

Finger millet (Eleusine coracana L., EC) is a nutritionally dense and medicinally valuable cereal crop with a long history of use in traditional health practices. Contemporary pharmacological studies have demonstrated that extracts from EC and its individual chemical constituents exhibit a wide range of health benefits and therapeutic properties. For instance, they possess antioxidant activity, can reduce blood glucose levels, and enhance gastrointestinal health. However, the full spectrum of their chemical constituents remains to be fully elucidated. In this study, we established a state-of-the-art analytical workflow integrating Ultra-High-Performance Liquid Chromatography coupled with Quadrupole-Orbitrap Mass Spectrometry (UHPLC-Q-Exactive Orbitrap MS) with Feature-Based Molecular Networking (FBMN) and Parallel Reaction Monitoring (PRM) for comprehensive chemical profiling of EC. A total of 126 compounds were unambiguously identified, including 64 flavonoids, 24 phenylpropanoids, 21 organic acids, and 22 other metabolites. Notably, 44 of these represent novel reports in EC, significantly expanding its known chemical repertoire. Further verification via Western Blot (WB) showed that the ethanol extract of EC (1 ~ 100 µg/mL) could concentration-dependently inhibit the overexpression of cyclooxygenase-2 (COX-2) and inducible nitric oxide synthase (iNOS) proteins in lipopolysaccharide (LPS)-induced RAW264.7 macrophages, which initially confirms its in vitro anti-inflammatory activity. The analytical method established in this study enables rapid and efficient identification of the major chemical constituents of EC, laying a foundation for its quality control, exploration of bioactive components, and mechanism research.

Indexed as

EleusinePlant ExtractsAnimalsChromatography, High Pressure LiquidCyclooxygenase 2FlavonoidsLipopolysaccharidesLiquid Chromatography-Mass SpectrometryMacrophagesMass SpectrometryMiceNitric Oxide Synthase Type IIRAW 264.7 CellsCyclooxygenase 2FlavonoidsLipopolysaccharidesNitric Oxide Synthase Type IINos2 protein, mousePlant ExtractsPtgs2 protein, mouseChemical constituentsEleusine coracanaFeature-Based molecular networkingFlavonoidsOrganic acidsParallel reaction monitoringUHPLC- Q-Exactive orbitrap MS

Identifiers

PMID41571806
PMCPMC12902039

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.