Dissecting Salt-Induced growth and physiological responses in blackgram [Vigna mungo (L.) Hepper] via multivariate analysis

Salinity tolerance in blackgram is genotype- and growth stage-specific, and the crop is highly susceptible to salinity stress. Therefore, deciphering the tolerance mechanisms of available germplasm is crucial for breeding genotypes with multiple salinity tolerance traits. In this study, a fuzzy logic based comprehensive approach using membership function values (MFVs) was employed to integrate multiple traits involving morphology (root and shoot length and their fresh and dry weights), ion accumulation (sodium and potassium), physiology (SPAD, NDVI, chlorophyll fluorescence, electrolyte leakage, and relative water content), and biochemical parameters (superoxide dismutase, catalase, ascorbate peroxidase, malondialdehyde, chlorophyll, and proline) into a single comprehensive metric for evaluating salt tolerance and to identify promising genotypes. Salinity stress significantly reduced fresh and dry biomass, photosynthetic pigments and related traits, relative water content, and potassium levels, while increasing sodium accumulation, electrolyte leakage, antioxidant enzyme activity, and proline content. Salinity-sensitive genotypes exhibited increased root length and higher sodium ion accumulation across all plant parts. In contrast, tolerant genotypes showed greater photosynthetic efficiency, chlorophyll content, enzymatic activity, higher leaf biomass, and better ion homeostasis throughout the plant. On the basis of principal component analysis (PCA) and membership function values, tolerant (VBG 19010 and VBG 17007) and susceptible (VBG 13003 and ADT 3) genotypes were identified for further molecular dissection. These tolerant genotypes can be used to identify the possible genomic regions and metabolites responsible for salinity tolerance in black gram and serve as valuable resources for crop breeding programs.

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Publication Details

Journal
BMC Plant Biology
Published
2026-02-04
DOI
https://doi.org/10.1186/s12870-025-08045-w
Primary Topic
Plant Stress Responses and Tolerance
Type
article
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article

Dissecting Salt-Induced growth and physiological responses in blackgram [Vigna mungo (L.) Hepper] via multivariate analysis

Babu Rajendra Prasad Venugopal, S. Harish, Janaki Ponnusamy, Ganesan Kalipatty Nalliappan et al.
BMC Plant Biology
Plant Stress Responses and Tolerance
article

Dissecting Salt-Induced growth and physiological responses in blackgram [Vigna mungo (L.) Hepper] via multivariate analysis

Babu Rajendra Prasad Venugopal, S. Harish, Janaki Ponnusamy, Ganesan Kalipatty Nalliappan, Dhamotharan Palanisamy, Manivannan Narayana
article en

Abstract

Salinity tolerance in blackgram is genotype- and growth stage-specific, and the crop is highly susceptible to salinity stress. Therefore, deciphering the tolerance mechanisms of available germplasm is crucial for breeding genotypes with multiple salinity tolerance traits. In this study, a fuzzy logic based comprehensive approach using membership function values (MFVs) was employed to integrate multiple traits involving morphology (root and shoot length and their fresh and dry weights), ion accumulation (sodium and potassium), physiology (SPAD, NDVI, chlorophyll fluorescence, electrolyte leakage, and relative water content), and biochemical parameters (superoxide dismutase, catalase, ascorbate peroxidase, malondialdehyde, chlorophyll, and proline) into a single comprehensive metric for evaluating salt tolerance and to identify promising genotypes. Salinity stress significantly reduced fresh and dry biomass, photosynthetic pigments and related traits, relative water content, and potassium levels, while increasing sodium accumulation, electrolyte leakage, antioxidant enzyme activity, and proline content. Salinity-sensitive genotypes exhibited increased root length and higher sodium ion accumulation across all plant parts. In contrast, tolerant genotypes showed greater photosynthetic efficiency, chlorophyll content, enzymatic activity, higher leaf biomass, and better ion homeostasis throughout the plant. On the basis of principal component analysis (PCA) and membership function values, tolerant (VBG 19010 and VBG 17007) and susceptible (VBG 13003 and ADT 3) genotypes were identified for further molecular dissection. These tolerant genotypes can be used to identify the possible genomic regions and metabolites responsible for salinity tolerance in black gram and serve as valuable resources for crop breeding programs.

BMC Plant BiologyVol. 26(1)
Tamil Nadu Agricultural University (IN)
Openalex Percentile: Top 69%
Plant Stress Responses and Tolerance
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