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Multivariate Data Analysis Assisted Mining of Nutri-rich Genotypes from North Eastern Himalayan Germplasm Collection of Perilla (Perilla frutescens L.)

Kaur, Simardeep; Godara, Samarth; Singh, Naseeb; Kumar, Amit; Pandey, Renu; Adhikari, Sneha; Jaiswal, Sandeep; Kumar Singh, Sanjeev; Rana, Jai Chand; Bhardwaj, Rakesh; Kumar Singh, Binay and Riar, Amritbir (2024) Multivariate Data Analysis Assisted Mining of Nutri-rich Genotypes from North Eastern Himalayan Germplasm Collection of Perilla (Perilla frutescens L.). Plant Foods of Human Nutrition, 79, pp. 843-850.

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Document available online at: https://link.springer.com/article/10.1007/s11130-024-01220-8


Summary in the original language of the document

Understanding the nutritional diversity in Perilla (Perilla frutescens L.) is essential for selecting and developing superior varieties with enhanced nutritional profiles in the North Eastern Himalayan (NEH) region of India. In this study, we assessed the nutritional composition of 45 diverse perilla germplasm collected from five NEH states using standard protocols and advanced analytical techniques. Significant variability was observed in moisture (0.39–11.67%), ash (2.59–7.13%), oil (28.65–74.20%), protein (11.05–23.15%), total soluble sugars (0.34–3.67%), starch (0.01–0.55%), phenols (0.03–0.87%), ferric reducing antioxidant power (0.45–1.36%), palmitic acid (7.06–10.75%), stearic acid (1.96–2.29%), oleic acid (8.11–13.31%), linoleic acid (15.18–22.74%), and linolenic acid (55.47–67.07%). Similarly, significant variability in mineral content (ppm) was also observed for aluminium, calcium, cobalt, chromium, copper, iron, potassium, magnesium, manganese, molybdenum, sodium, nickel, phosphorus, and zinc. Multivariate analyses, including hierarchical clustering analysis (HCA) and principal component analysis (PCA), revealed the enriched nutritional diversity within the germplasm. Correlation analysis indicated significant positive and negative relationships between nutritional parameters, indicating potential biochemical and metabolic interactions present in the perilla seeds. TOPSIS-based ranking identified promising genotypes for functional foods, pharmaceuticals, and nutritional applications. This study provides a first in-depth report of the nutritional composition and diversity of perilla germplasm in the NEH region, thus aiding in the identification of superior varieties for food and nutritional diversification and security.


EPrint Type:Journal paper
Keywords:Perilla germplasm, Linolenic acid, Nutrition, PCA, HCA, Correlation, TOPSIS, Abacus, FiBL65213, CROPS4HD, India
Agrovoc keywords:
Language
Value
URI
English
Perilla frutescens
http://aims.fao.org/aos/agrovoc/c_16274
English
nutrition
http://aims.fao.org/aos/agrovoc/c_49892
English
linolenic acid
http://aims.fao.org/aos/agrovoc/c_15993
Subjects: Food systems > Food security, food quality and human health
Crop husbandry > Production systems > Cereals, pulses and oilseeds
Knowledge management > Research methodology and philosophy > Specific methods
Crop husbandry > Breeding, genetics and propagation
"Organics" in general > Countries and regions > India
Research affiliation: Switzerland > FiBL - Research Institute of Organic Agriculture Switzerland > International > Regions > Asia
Switzerland > FiBL - Research Institute of Organic Agriculture Switzerland > Crops > Seeds and breeding > Varitey testing
India
DOI:10.1007/s11130-024-01220-8
Related Links:https://www.fibl.org/en/themes/projectdatabase/projectitem/project/1961
Deposited By: Forschungsinstitut für biologischen Landbau, FiBL
ID Code:55022
Deposited On:03 Mar 2025 12:55
Last Modified:03 Mar 2025 12:55
Document Language:English
Status:Published
Refereed:Peer-reviewed and accepted

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