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Genetic Gain for Grain Micronutrients and their Association with Phenology in Historical Wheat Cultivars of Pakistan Released between 1909 and 2018 in Pakistan
Shaukat, M.; Sun, M.; Ali, M.; Mahmood, T.; Naseer, S.; Maqbool, S.; Shoaib-ur-Rehman, S.-U.-R.; Mahmood, Z.; Hao, Y.; Xia, X.; Rasheed, A.; He, Z. Genetic Gain for Grain Micronutrients and Their Association with Phenology in Historical Wheat Cultivars of Pakistan Released between 1911 and 2016 in Pakistan. Agronomy2021, 11, 1247.
Shaukat, M.; Sun, M.; Ali, M.; Mahmood, T.; Naseer, S.; Maqbool, S.; Shoaib-ur-Rehman, S.-U.-R.; Mahmood, Z.; Hao, Y.; Xia, X.; Rasheed, A.; He, Z. Genetic Gain for Grain Micronutrients and Their Association with Phenology in Historical Wheat Cultivars of Pakistan Released between 1911 and 2016 in Pakistan. Agronomy 2021, 11, 1247.
Shaukat, M.; Sun, M.; Ali, M.; Mahmood, T.; Naseer, S.; Maqbool, S.; Shoaib-ur-Rehman, S.-U.-R.; Mahmood, Z.; Hao, Y.; Xia, X.; Rasheed, A.; He, Z. Genetic Gain for Grain Micronutrients and Their Association with Phenology in Historical Wheat Cultivars of Pakistan Released between 1911 and 2016 in Pakistan. Agronomy2021, 11, 1247.
Shaukat, M.; Sun, M.; Ali, M.; Mahmood, T.; Naseer, S.; Maqbool, S.; Shoaib-ur-Rehman, S.-U.-R.; Mahmood, Z.; Hao, Y.; Xia, X.; Rasheed, A.; He, Z. Genetic Gain for Grain Micronutrients and Their Association with Phenology in Historical Wheat Cultivars of Pakistan Released between 1911 and 2016 in Pakistan. Agronomy 2021, 11, 1247.
Abstract
Wheat (Triticum aestivum L.) being a staple food crop is an important nutritional source providing protein and minerals. It is important to fortify staple cereals like wheat with essential minerals to overcome the problems associated with malnutrition. The experiment was designed to evaluate the status of 11 micronutrients including grain iron (GFe) and zinc (GZn) in 62 wheat cultivars released between 1911 and 2016 in Pakistan. Field trials were conducted over two years and GFe and GZn were quantified by both inductively coupled plasma optical emission spectroscopy (ICP-OES) and energy dispersive X-ray fluorescence spectrophotometer (EDXRF). The GZn ranged from 18.4 to 40.8 mg/kg by ED-XRF and 23.7 to 38.8 mg/kg by ICP-OES. Similarly, GFe ranged from 24.8 to 44.1 mg/kg by ICP-OES and 26.8 to 36.6 mg/kg by EDEXR. The coefficient of correlation was higher for GZn (r=0.90), compared to GFe (r=0.68). Modern cultivars like Zincol-16 and AAS-2011 showed higher GFe and GZn along with improved yield components. Old wheat cultivars WL-711, C-518 and Pothowar-70 released before 1970 also exhibited higher value of GFe and GZn, however their agronomic performance was poor. Multivariate analysis using ten micronutrients (Al, Ca, Cu, K, Mg, Mn, Na and P) along with agronomic traits, and genome-wide SNP markers identified the potential cultivar with improved yield, biofortification trait and wider genetic diversity. Genetic gain analysis identified significant increase in grain yield (0.4% year-1), while there was negative gain for GFe (-0.11% year-1) and GZn (-0.15% year-1) over the span of 100 years. The Green Revolution Rht-B1 and Rht-D1 genes had strong association with plant height, and grain yield (GY), while semi-dwarfing alleles had negative effect on GFe and GZn contents. This study provided a valuable insight into biofortification status of wheat cultivars deployed historically in Pakistan and is a valuable source to initiate a breeding strategy for simultaneous improvement in wheat phenology and biofortification.
Keywords
Wheat; Biofortification; Iron; Zinc; Rht genes
Subject
Biology and Life Sciences, Anatomy and Physiology
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
