Identifying genetic determinants of forage sorghum [Sorghum bicolor (Moench)] adaptation through GWAS

Abstract Background Forage sorghum is a highly valued crop in livestock feed production due to its versatility, adaptability, high productivity, and resilience under adverse environmental conditions, making it a crucial option for sustainable forage production. This study aimed to investigate ninety...

Full description

Bibliographic Details
Published in:	BMC Plant Biology
Main Authors:	Partha Pratim Behera, Avinash Singode, B. Venkatesh Bhat, Nayanmoni Borah, Harendra Verma, Patel Supriya, Ramendra Nath Sarma
Format:	Article
Language:	English
Published:	BMC 2024-11-01
Subjects:	Adaptive traits Candidate gene Forage sorghum MTAs GWAS
Online Access:	https://doi.org/10.1186/s12870-024-05754-6

Similar Items

Genome-wide association study for starch content and constitution in sorghum (Sorghum bicolor (L.) Moench)
by: Bing-ru CHEN, et al.
Published: (2019-11-01)

Multi-locus genome-wide association mapping for major agronomic and yield-related traits in sorghum (Sorghum bicolor (L.) moench) landraces
by: Addisu Getahun, et al.
Published: (2025-03-01)

Exploring genetic variability in fodder quality of forage sorghum in the North – Eastern regions of India
by: Partha Pratim Behera1, Avinash Singode 2, B Venkatesh Bhat2 and Ramendra Nath Sarma1*
Published: (2024-09-01)

Characteristic of Mutant Lines Sorghum (Sorghum bicolor (L.) Moench)
by: Irena Golubinova, et al.
Published: (2015-12-01)

Genetic dissection of Septoria tritici blotch and Septoria nodorum blotch resistance in wheat using GWAS
by: Alma Kokhmetova, et al.
Published: (2025-05-01)

Genetic gains in forage sorghum for adaptive traits for non - conventional area through multi-trait-based stability selection methods
by: Partha Pratim Behera, et al.
Published: (2024-03-01)

Caracterización y potencialidades del grano de sorgo (Sorghum bicolor L. Moench) Characterization and potential of sorghum (Sorghum bicolor L. Moench) grain
by: A Pérez, et al.
Published: (2010-03-01)

Assessment of variability in sorghum [Sorghum bicolor (L.) Moench] germplasm for agro-morphological traits
by: Elangovan Maruthamuthu1*, Karnam Venkatesh1, Amasiddha Bellundagi 1, Sushil Pandey2 and Chitra Devi Pandey2
Published: (2022-06-01)

Correlation and path analysis in sorghum (Sorghum bicolor L. Moench)
by: R. Prakash, K. Ganesamurthy, A. Nirmalakumari and P. Nagarajan
Published: (2010-06-01)

Genome-wide association study and genomic prediction of root system architecture traits in Sorghum (Sorghum bicolor (L.) Moench) at the seedling stage
by: Muluken Enyew, et al.
Published: (2025-01-01)

The Identification of a Yield-Related Gene Controlling Multiple Traits Using GWAS in Sorghum (<i>Sorghum bicolor</i> L.)
by: Yizhong Zhang, et al.
Published: (2023-04-01)

Effect of Transplanting on Yield and Growth of Grain Sorghum (Sorghum bicolor (L.) Moench)
by: Agbaje, GO., et al.
Published: (2002-01-01)

Genome-wide association study of plant color in Sorghum bicolor
by: Lihua Wang, et al.
Published: (2024-04-01)

Genome-wide identification of QTNs and candidate genes in Ethiopian sorghum (Sorghum bicolor (L.) moench) landraces using SNP-based approaches
by: Addisu Getahun, et al.
Published: (2025-09-01)

Genome-Wide Association Study Reveals Novel Powdery Mildew Resistance Loci in Bread Wheat
by: Ramandeep Kaur, et al.
Published: (2023-11-01)

Association and variability studies in F2 population of sorghum (Sorghum bicolor (L.) Moench)
by: S. Subhashini and, et al.
Published: (2019-06-01)

Use of hybridization (F1) in forage sorghum (Sorghum bicolor (L.) Moench) breeding
by: Pataki Imre, et al.
Published: (2010-01-01)

Genetic variability for cyanogen and trypsin inhibitor contents in sorghum (Sorghum bicolor (L.) Moench)
by: Hariprasanna K., et al.
Published: (2016-12-01)

Association mapping and candidate gene identification for drought tolerance in sorghum
by: Huiting Min, et al.
Published: (2025-07-01)

The Characteristics of the Morphological Genotypes of Local Sorghum [Sorghum bicolor (L.) Moench] from Buton Selatan
by: Agus Slamet, et al.
Published: (2020-06-01)

Scented Sorghum (Sorghum bicolor L. Moench): A Novel Avenue to Boost the Millet’s Popularity
by: Bodhisattya Pal, et al.
Published: (2024-03-01)

Characterization and Regulation of Aquaporin Genes of Sorghum [Sorghum bicolor (L.) Moench] in Response to Waterlogging Stress
by: Suhas Kadam, et al.
Published: (2017-05-01)

Genome-Wide Association Study (GWAS) of the Agronomic Traits and Phenolic Content in Sorghum (<i>Sorghum bicolor</i> L.) Genotypes
by: Ye-Jin Lee, et al.
Published: (2023-05-01)

Investigating the in-vitro antimicrobial activities of sorghum [Sorghum bicolor (L.) Moench] phenolic extracts on liver abscess causing bacterial pathogens
by: Harith M. Salih, et al.
Published: (2025-06-01)

Response of Intercropping Sorghum (Sorghum bicolor L. Moench) with Cowpea and Nitrogen Application on Growth and Yield of Sorghum
by: Nuru Seid TEHULIE, et al.
Published: (2024-05-01)

Genome-wide identification and characterization of the KCS gene family in sorghum (Sorghum bicolor (L.) Moench)
by: Aixia Zhang, et al.
Published: (2022-10-01)

Hydrothermal treatment of sorghum (Sorghum bicolor (L.) Moench) stalks for enhanced microfibrillated cellulose production
by: Achmad Nandang Roziafanto, et al.
Published: (2023-01-01)

Physicochemical characteristics of starch from Indonesian Numbu and Genjah sorghum (Sorghum bicolor L. Moench)
by: Azis Boing Sitanggang, et al.
Published: (2018-01-01)

Effect of Water Regime on Seed Germination and Vigor of five Sorghum (Sorghum bicolor (L.) Moench) Genotypes Growing in the Field
by: Abderhim A. Jabereldar, et al.
Published: (2017-09-01)

Genotypic Variation for Salinity Tolerance in Sorghum (Sorghum bicolor (L.) Moench) Genotypes at Early Growth Stages
by: Tigabu, Endalew, et al.
Published: (2013-04-01)

The Boron Application Effects on Germination and Seedling Parameters of Sorghum Cultivars [Sorghum bicolor (L.) Moench] in Drought
by: Tuğba Hasibe GÖKKAYA, et al.
Published: (2023-03-01)

Correlation and path coefficient analysis of various sorghum genotypes (Sorghum bicolor L. Moench) for quality traits
by: Neha Rohila, Satyawan Arya, Pummy Kumari and Pinki
Published: (2020-03-01)

CROP GROWTH PARAMETERS OF GRAIN SORGHUM VARIETIES (SORGHUM BICOLOR (L.) MOENCH) AT DIFFERENT CROP SPACING
by: Pollo R., et al.
Published: (2018-02-01)

In Vitro Screening for Drought Tolerance in Different Sorghum (Sorghum bicolor (L.) Moench) Varieties
by: Yohannes Tsago, et al.
Published: (2013-08-01)

Genetic characterization of Indonesian sorghum landraces (<i>Sorghum bicolor</i> (L.) Moench) for yield traits
by: Reni Lestari, et al.
Published: (2024-01-01)

Unravelling genetic variability and trait association studies in red sorghum (Sorghum bicolor L. Moench) genotypes
by: Tanisha Nayak1 , R.Chandirakala1*, D. Kavithamani2 , N. Manikanda Boopathi3 , and K. Chandrakumar4
Published: (2023-09-01)

Phenotyping and combining ability analysis of sorghum [sorghum bicolor (l) Moench] genotypes in dryland environments
by: Temesgen Begna, et al.
Published: (2025-07-01)

Phenotypic diversity of sorghum [Sorghum bicolor (L.) Moench] genotypes based on qualitative and quantitative traits
by: Wedajo Gebre, et al.
Published: (2025-02-01)

Intake and digestibility of sorghum (Sorghum bicolor, L. Moench) silages with different tannin contents in sheep
by: Alex de Matos Teixeira, et al.
Published: (2014-01-01)

Evaluation of morpho-physiological characters in sorghum (Sorghum bicolor (l.) Moench) genotypes under post-flowering drought stress
by: N. Kumari Vinodhana and K. Ganesamurthy
Published: (2010-07-01)