# Metabolomic profiling of finger millet: unlocking the secrets of a nutritious staple food

**Authors:** Vishal Gupta, Mahima Sharma, Sushil Kumar Gupta, Shaily Javeria, Zakir Amin, Suhail Ashraf, Javed Masood Khan, Rajesh N. Udavant

PMC · DOI: 10.3389/fpls.2025.1570787 · Frontiers in Plant Science · 2025-11-06

## TL;DR

Finger millet contains many bioactive compounds that could help prevent metabolic diseases, making it a valuable functional food.

## Contribution

This study provides a detailed metabolomic and elemental profile of finger millet landraces from a specific region.

## Key findings

- Identified 50 primary metabolites and 135 secondary metabolites in finger millet grains.
- Detected high levels of essential minerals like magnesium, calcium, potassium, and phosphorus.

## Abstract

Finger millet (Eleusine coracana) is gaining increasing recognition as a functional food and a promising source of nutraceuticals for mitigating metabolic disorders, owing to its abundance of bioactive compounds. Despite its nutritional and therapeutic potential, comprehensive metabolomic profiling of its primary and secondary metabolites remains limited. This study aimed to perform an in-depth metabolomic analysis of finger millet landraces cultivated in the temperate region of Padder Valley, District Kishtwar, Union Territory of Jammu and Kashmir, and to assess the therapeutic relevance of these metabolites in preventing metabolic diseases.

Comprehensive phytochemical profiling was conducted using liquid chromatography coupled with high-resolution tandem mass spectrometry (LC-HRMS/MS) to identify and characterize primary and secondary metabolites in finger millet grains. Inductively coupled plasma mass spectrometry (ICP-MS) was employed to quantify macro- and microelemental contents.

Metabolomic analysis identified a total of 50 primary metabolites, including derivatives of amino acids, fatty acids, and carbohydrates such as dehydroascorbic acid, niacin, xanthine, orotic acid, nicotinuric acid, gluconic acid, propionic acid, decanoic acid, and palmitic acid. Additionally, 135 secondary metabolites were characterized, encompassing heterocyclic compounds, phenolics, flavonoids, alkaloids, and terpenes such as 4-hydroxycyclohexylcarboxylic acid, 2-furoic acid, methyl cinnamate, mesitol, 4-hydroxybenzoic acid, heptalactone, viburtinal, and geranic acid. Elemental analysis revealed the presence of 10 macro- and microelements, with magnesium (Mg), calcium (Ca), potassium (K), and phosphorus (P) being the most abundant.

The comprehensive metabolite profiling demonstrates that finger millet is a rich source of bioactive primary and secondary compounds with potential therapeutic benefits. The diversity of metabolites and essential minerals highlights its value as a functional food ingredient for the prevention and management of metabolic disorders. These findings provide a biochemical basis for the development of value-added nutraceutical products derived from finger millet landraces.

## Linked entities

- **Chemicals:** dehydroascorbic acid (PubChem CID 440667), niacin (PubChem CID 938), xanthine (PubChem CID 1188), orotic acid (PubChem CID 967), nicotinuric acid (PubChem CID 68499), gluconic acid (PubChem CID 10690), propionic acid (PubChem CID 1032), decanoic acid (PubChem CID 2969), palmitic acid (PubChem CID 985), 4-hydroxycyclohexylcarboxylic acid (PubChem CID 151138), 2-furoic acid (PubChem CID 6919), methyl cinnamate (PubChem CID 637520), mesitol (PubChem CID 10698), 4-hydroxybenzoic acid (PubChem CID 135), heptalactone (PubChem CID 102968), viburtinal (PubChem CID 594452), geranic acid (PubChem CID 5275520)
- **Species:** Eleusine coracana (taxon 4511)

## Full-text entities

- **Diseases:** metabolic diseases (MESH:D008659)
- **Chemicals:** 4-hydroxycyclohexylcarboxylic acid (-), xanthine (MESH:D019820), fatty acids (MESH:D005227), alkaloids (MESH:D000470), 4-hydroxybenzoic acid (MESH:C038193), propionic acid (MESH:C029658), 2-furoic acid (MESH:C060089), geranic acid (MESH:C043081), flavonoids (MESH:D005419), Ca (MESH:D002118), mesitol (MESH:C505148), orotic acid (MESH:D009963), heterocyclic compounds (MESH:D006571), P (MESH:D010758), Mg (MESH:D008274), gluconic acid (MESH:C030691), carbohydrates (MESH:D002241), amino acids (MESH:D000596), decanoic acid (MESH:C031071), methyl cinnamate (MESH:C025385), niacin (MESH:D009525), K (MESH:D011188), palmitic acid (MESH:D019308), dehydroascorbic acid (MESH:D003683), nicotinuric acid (MESH:C002477), terpenes (MESH:D013729)
- **Species:** Eleusine coracana (coracan, species) [taxon 4511]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12632812/full.md

## References

55 references — full list in the complete paper: https://tomesphere.com/paper/PMC12632812/full.md

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Source: https://tomesphere.com/paper/PMC12632812