Genetic Mapping and Diversity in Plants and Animals
Abstract
Forage sorghum (Sorghum bicolor L. Moench), a climate-resilient, drought-tolerant fodder crop with high adaptability and biomass potential, plays a significant role in addressing global livestock feed and fodder demands. However, its complex quantitative quality traits, such as crude protein, fibre fractions, crude fat, lignin and antinutritional factors like hydrogen cyanide (HCN) content, show considerable variation across genotypes and are strongly influenced by developmental stage, management practices and environmental conditions. This review comprehensively summarises the genetic and molecular strategies for improving forage quality traits in sorghum, highlighting key trait relationships, yield-quality trade-offs, harvesting effects and emerging genomic tools to accelerate the development of nutritionally superior and safer forage sorghum cultivars. Conventional breeding programs have contributed to the development of improved forage sorghum cultivars. Brown midrib lines have emerged as a successful breeding strategy, with average neutral detergent fibre (NDF) and acid detergent fibre (ADF) contents of 57.5 % and 33.67 % dry matter (DM), compared to 59.45 % and 36.51 % DM in conventional varieties. However, this is often accompanied by biomass yield penalties of approximately 14.33 %. Recent advances in molecular breeding, such as functional genomics, genome-wide association studies (GWAS), quantitative trait loci (QTL) mapping, marker-assisted selection and antisense-mediated downregulation, have enabled the precise identification of the genetic architecture of forage quality traits. In particular, QTL mapping uncovered 43 overlapping QTLs controlling various forage quality traits and biomass traits, demonstrating their interconnections and possibilities for their simultaneous improvement. The identified candidate genes and pleiotropic loci controlling forage quality traits offer new opportunities for genomic-assisted improvement, where gene-editing tools such as CRISPR/Cas9 can simultaneously enhance feed safety, biomass yields and nutritional quality.
Limited genetic variability remains a major constraint to genetic improvement in guar (Cyamopsis tetragonoloba L.) restricting both its productivity and cultivation in Pakistan. As a drought adapted legume with significant value as fodder, green manure, and a soil-enhancing nitrogen fixer, guar holds considerable untap...
Muaeen Khan, Muhammad Usman, M. T. Mahmood et al.· Journal of Pharma and Biomed...· 0 citations
Harnessing these underutilised genetic resources will broaden the genetic base of cultivated sorghum and accelerate the development of climate-resilient, nutrient-rich and high-yielding cultivars, thereby contributing to sustainable agriculture and global food security.
P. Swetha, K. Meena, D. Kavithamani et al.· Plant Science Today· 0 citations
Sorghum (Sorghum bicolor L.), the fifth-most important cereal crop globally, serves as a cornerstone crop for food security, forage production, and bioenergy feedstock on arid and semi-arid marginal lands, owing to its high water use efficiency derived from C4 photosynthesis and exceptional tolerance to abiotic stresse...
Wen-Fang Zhou, Xiao-Yan Chen, Yun-Tong Lu et al.· Plants· 0 citations
Maize (Zea mays L.) landraces, meticulously selected and preserved by farmers over generations, represent invaluable reservoirs ofgenetic diversity, providing enhanced adaptability, superior quality traits, and resilience against various stresses. This study harnessedthe genetic potential of these traditional resources...
Heena Sharma, Surinder Sandhu, Gagandeep Kaur et al.· Indian Journal of Plant Gene...· 0 citations
Sorghum [
Sorghum bicolor
(L.) Moench] is a vital cereal crop in dry regions worldwide. However, in sub‐Saharan Africa (SSA), grain yields from currently grown varieties remain low (< 1 ton/ha) and exhibit variable nutrient composition. Therefore, the objective of this study was to undertake a genetic analysi...
C. Andiku, Hussein Shimelis, M. Riyazaddin et al.· Plant Breeding· 0 citations
Background: As global warming accelerates, developing climate-resilient crops is critical for agricultural sustainability. Amid increasing climatic disruptions, fodder cowpea, a drought-adapted legume, remains an essential nutritional security crop for livestock feed. Quantifying its phenotypic stability across heterog...
M. Thakur, Ezhilarasi Thailappan, Pushpam Ramamoorthy et al.· Legume Research An Internati...· 0 citations