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Unravelling the metabolomic diversity of pigmented and non-pigmented traditional rice from Tamil Nadu, India

Authors :
Venkatesan Subramanian
Udhaya Nandhini Dhandayuthapani
Senthilraja Kandasamy
Jidhu Vaishnavi Sivaprakasam
Prabha Balasubramaniam
Mohan Kumar Shanmugam
Sriram Nagappan
Subramanian Elangovan
Umesh Kanna Subramani
Kumaresan Palaniyappan
Geethalakshmi Vellingiri
Raveendran Muthurajan
Source :
BMC Plant Biology, Vol 24, Iss 1, Pp 1-17 (2024)
Publication Year :
2024
Publisher :
BMC, 2024.

Abstract

Abstract Rice metabolomics is widely used for biomarker research in the fields of pharmacology. As a consequence, characterization of the variations of the pigmented and non-pigmented traditional rice varieties of Tamil Nadu is crucial. These varieties possess fatty acids, sugars, terpenoids, plant sterols, phenols, carotenoids and other compounds that plays a major role in achieving sustainable development goal 2 (SDG 2). Gas-chromatography coupled with mass spectrometry was used to profile complete untargeted metabolomics of Kullkar (red colour) and Milagu Samba (white colour) for the first time and a total of 168 metabolites were identified. The metabolite profiles were subjected to data mining processes, including principal component analysis (PCA), Orthogonal Partial Least Square Discrimination Analysis (OPLS-DA) and Heat map analysis. OPLS-DA identified 144 differential metabolites between the 2 rice groups, variable importance in projection (VIP) ≥ 1 and fold change (FC) ≥ 2 or FC ≤ 0.5. Volcano plot (64 down regulated, 80 up regulated) was used to illustrate the differential metabolites. OPLS-DA predictive model showed good fit (R2X = 0.687) and predictability (Q2 = 0.977). The pathway enrichment analysis revealed the presence of three distinct pathways that were enriched. These findings serve as a foundation for further investigation into the function and nutritional significance of both pigmented and non-pigmented rice grains thereby can achieve the SDG 2.

Details

Language :
English
ISSN :
14712229
Volume :
24
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Plant Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.172e41bf994ce6ab155fe0c226d2a0
Document Type :
article
Full Text :
https://doi.org/10.1186/s12870-024-05123-3