Multivariate analysis, trait association and biochemical profiling of finger millet germplasm for identification of potential genotypes for bioethanol production

Finger millet is a climate-resilient, nutrient-rich crop well-suited to marginal environments. Recently, its lignocellulosic biomass has gained attention as a potential feedstock for biofuel production. Despite Odisha being a hotspot for landrace diversity, limited studies have evaluated finger millet germplasm for biofuel-relevant traits using multivariate analysis. The present study characterized 30 finger millet genotypes collected from AICRP on small millets, Berhampur, Odisha, during Kharif 2022. Observations were recorded for 8 morphological traits relevant to biofuel potential. Principal Component Analysis (PCA) and correlation matrix analysis were employed to identify traits contributing most to variability and to group genotypes with superior biofuel-related characteristics. The first three principal components exhibited 76.88 % of the total variation. A statistically significant positive correlation was observed between grain yield per plant and the number of ears per plant at both genotypic (r = 0.916) and phenotypic (r = 0.866) levels, indicating the potential for indirect selection on the basis of ears per plants to enhance yield. Based on mean performances and PCA results, 6 promising genotypes were selected for further biochemical analysis. Estimation of cellulose, hemicellulose and lignin content revealed that genotype G30-GN-2-2 excelled in both grain yield and bioethanol potential, highlighting its suitability for use in future biofuel-oriented breeding programs. This fills a critical research gap by integrating multivariate tools to identify promising dual-purpose finger millet genotypes. The findings support the potential of finger millet as a renewable biofuel resource and offer a strategic framework for breeding programs aimed at enhancing both yield and bioenergy efficiency.

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Publication Details

Journal
Plant Science Today
Published
2025-12-03
DOI
https://doi.org/10.14719/pst.10205
Primary Topic
Bioenergy crop production and management
Type
article
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article

Multivariate analysis, trait association and biochemical profiling of finger millet germplasm for identification of potential genotypes for bioethanol production

R. Reshmi, D. Lenka, Smruti Ranjan Padhan, M. Mohanty et al.
Plant Science Today
Bioenergy crop production and management
article

Multivariate analysis, trait association and biochemical profiling of finger millet germplasm for identification of potential genotypes for bioethanol production

R. Reshmi, D. Lenka, Smruti Ranjan Padhan, M. Mohanty, Mishra Pratikshya, Ranjan Mohanty Mihir, Chandra Pradhan Kartik, Kumar Mishra Tapash
article en

Abstract

Finger millet is a climate-resilient, nutrient-rich crop well-suited to marginal environments. Recently, its lignocellulosic biomass has gained attention as a potential feedstock for biofuel production. Despite Odisha being a hotspot for landrace diversity, limited studies have evaluated finger millet germplasm for biofuel-relevant traits using multivariate analysis. The present study characterized 30 finger millet genotypes collected from AICRP on small millets, Berhampur, Odisha, during Kharif 2022. Observations were recorded for 8 morphological traits relevant to biofuel potential. Principal Component Analysis (PCA) and correlation matrix analysis were employed to identify traits contributing most to variability and to group genotypes with superior biofuel-related characteristics. The first three principal components exhibited 76.88 % of the total variation. A statistically significant positive correlation was observed between grain yield per plant and the number of ears per plant at both genotypic (r = 0.916) and phenotypic (r = 0.866) levels, indicating the potential for indirect selection on the basis of ears per plants to enhance yield. Based on mean performances and PCA results, 6 promising genotypes were selected for further biochemical analysis. Estimation of cellulose, hemicellulose and lignin content revealed that genotype G30-GN-2-2 excelled in both grain yield and bioethanol potential, highlighting its suitability for use in future biofuel-oriented breeding programs. This fills a critical research gap by integrating multivariate tools to identify promising dual-purpose finger millet genotypes. The findings support the potential of finger millet as a renewable biofuel resource and offer a strategic framework for breeding programs aimed at enhancing both yield and bioenergy efficiency.

Plant Science Today
Indian Agricultural Statistics Research Institute (IN), Odisha University of Agriculture and Technology (IN), Siksha O Anusandhan University (IN), Indian Agricultural Research Institute (IN), Central Rice Research Institute (IN)
Openalex Percentile: Top 52%
Bioenergy crop production and management
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