Biochemical and agro-morphological traits-based mining for Malt Barley Germplasm

Barley serves as a crucial feed crop and is also utilized for baking, malting, and brewing purposes. In India, the consistent demand for malting-type barley has not been met due to the lack of suitable varieties. This study evaluated 136 barley germplasm accessions for diversity in biochemical and agro-morphological traits. The accessions were grown in Augmented Block Design and biochemical estimations were carried out using official and standard methods. The accessions exhibited substantial biochemical diversity with protein content (PC) ranging from 8.6 to 17.4%, starch content (SC) from 32.4 to 60.3%, amylose content (AC) from 13.3 to 19.3%, <i>β</i>-glucan content (βgC) from 1.31 to 6.06%, and total phenol content (TPC) from 8.6 to 17.4%. The agro-morphological traits also displayed considerable variation, with days to spike emergence (DSE) ranging from 74 to 124 days, days to physiological maturity (DPM) from 119 to 147 days, plant height (PH) from 82 to 165 cm, spike length (SL) from 5 to 11 cm, spikelet triplet groups (STG) per spike from 13 to 35, grain number per spike (GNS) from 15 to 71, hundred-grain weight (HGW) from 2 to 6.7 grams, and grain yield per meter row (GY) from 13.7 to 236.3 grams. Multivariate analyses, including the Mantel test, Pearson's correlation, principal component analysis (PCA), and hierarchical cluster analysis (HCA), were conducted. No significant correlation was observed between biochemical and agro-morphological traits. However, significant positive correlations were found between SC and AC (<i>r</i> = 0.48) and βgC with PC (<i>r</i> = 0.2). Significant negative correlations were observed between SC and PC (<i>r</i> = -0.41) and AC with PC (<i>r</i> = -0.4). Highly significant positive correlations were observed between DSE and DPM (<i>r</i> = 0.55), GY and PH (<i>r</i> = 0.29), PH and DPM (<i>r</i> = 0.2), and HGW and SL (<i>r</i> = 0.25). The GWL was significantly positively correlated with βgC (<i>r</i> = 0.257) and significantly negatively correlated with TPC (<i>r</i> = -0.235). Apart from Grain Width to Length Ratio (GWL), no other agro-morphological trait was significantly correlated with any biochemical trait. Various accessions suitable for malting, human food, and cattle feed applications were identified.

Authors

Institutions

Publication Details

Journal
Frontiers in Nutrition
Published
2025-02-18
DOI
https://doi.org/10.3389/fnut.2025.1480708
Citations
3
Primary Topic
Phytase and its Applications
Type
article
Field-Weighted Citation Impact
5.25

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Biochemical and agro-morphological traits-based mining for Malt Barley Germplasm

S. Khera, Jai Chand Rana, Amritbir Riar, Rakesh Bhardwaj et al.
3 citations
Frontiers in Nutrition
Phytase and its Applications
5.25
article

Biochemical and agro-morphological traits-based mining for Malt Barley Germplasm

S. Khera, Jai Chand Rana, Amritbir Riar, Rakesh Bhardwaj, Shashi Bhushan Tripathi, S. Jacob, S. P. Ahlawat, Prakash Kumar, Dinesh Kumar, Charan Singh
article en
3 citations

Abstract

Barley serves as a crucial feed crop and is also utilized for baking, malting, and brewing purposes. In India, the consistent demand for malting-type barley has not been met due to the lack of suitable varieties. This study evaluated 136 barley germplasm accessions for diversity in biochemical and agro-morphological traits. The accessions were grown in Augmented Block Design and biochemical estimations were carried out using official and standard methods. The accessions exhibited substantial biochemical diversity with protein content (PC) ranging from 8.6 to 17.4%, starch content (SC) from 32.4 to 60.3%, amylose content (AC) from 13.3 to 19.3%, <i>β</i>-glucan content (βgC) from 1.31 to 6.06%, and total phenol content (TPC) from 8.6 to 17.4%. The agro-morphological traits also displayed considerable variation, with days to spike emergence (DSE) ranging from 74 to 124 days, days to physiological maturity (DPM) from 119 to 147 days, plant height (PH) from 82 to 165 cm, spike length (SL) from 5 to 11 cm, spikelet triplet groups (STG) per spike from 13 to 35, grain number per spike (GNS) from 15 to 71, hundred-grain weight (HGW) from 2 to 6.7 grams, and grain yield per meter row (GY) from 13.7 to 236.3 grams. Multivariate analyses, including the Mantel test, Pearson's correlation, principal component analysis (PCA), and hierarchical cluster analysis (HCA), were conducted. No significant correlation was observed between biochemical and agro-morphological traits. However, significant positive correlations were found between SC and AC (<i>r</i> = 0.48) and βgC with PC (<i>r</i> = 0.2). Significant negative correlations were observed between SC and PC (<i>r</i> = -0.41) and AC with PC (<i>r</i> = -0.4). Highly significant positive correlations were observed between DSE and DPM (<i>r</i> = 0.55), GY and PH (<i>r</i> = 0.29), PH and DPM (<i>r</i> = 0.2), and HGW and SL (<i>r</i> = 0.25). The GWL was significantly positively correlated with βgC (<i>r</i> = 0.257) and significantly negatively correlated with TPC (<i>r</i> = -0.235). Apart from Grain Width to Length Ratio (GWL), no other agro-morphological trait was significantly correlated with any biochemical trait. Various accessions suitable for malting, human food, and cattle feed applications were identified.

Frontiers in NutritionVol. 12
Indian Agricultural Statistics Research Institute (IN), TERI University (IN), ICAR-National Bureau Of Plant Genetic Resources (IN), Indian Institute of Wheat and Barley Research (IN), Forschungsinstitut für Biologischen Landbau (CH)
Indian Council of Agricultural Research
Openalex Percentile: Top 6%
Phytase and its Applications
5.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.