International Institute of Tropical Agriculture, P.M.B., Ibadan, 5320, Nigeria.
Obafemi Awolowo University, Ile-Ife, Nigeria.
BMC Plant Biol. 2019 Apr 5;19(1):129. doi: 10.1186/s12870-019-1740-z.
Maize yield potential is rarely maximized in sub-Saharan Africa (SSA) due to the devastating effects of drought stress and Striga hermonthica parasitism. This study was conducted to determine the gains in grain yield and associated changes in an early-maturing yellow bi-parental maize population (TZEI 17 x TZEI 11) F following genomic selection (GS) for improved grain yield, Striga resistance and drought tolerance. Fifty S lines were extracted from each of cycles C, C, C and C of the population and crossed to a tester TZEI 23 to generate 200 testcrosses. The testcrosses were evaluated under drought, artificial Striga-infested and optimal (free from Striga infestation and without limitation of water and nitrogen) environments in Nigeria, 2014-2017.
Gains in grain yield of 498 kg ha cycle (16.9% cycle) and 522 kg ha cycle (12.6% cycle) were obtained under Striga-infested and optimal environments, respectively. The yield gain under Striga-infested environments was associated with increased plant and ear heights as well as improvement in root lodging resistance, husk cover, ear aspect and Striga tolerance. Under optimal environments, yield gain was accompanied by increase in plant and ear heights along with improvement of husk cover and ear rot resistance. In contrast, genomic selection did not improve grain yield under drought but resulted in delayed flowering, poor pollen-silk synchrony during flowering and increased ear height. Genetic variances and heritabilities for most measured traits were not significant for the selection cycles under the research environments. Ear aspect was a major contributor to grain yield under all research environments and could serve as an indirect selection criterion for simultaneous improvement of grain yield under drought, Striga and optimal environments.
This study demonstrated that genomic selection was effective for yield improvement in the bi-parental maize population under Striga-infested environments and resulted in concomitant yield gains under optimal environments. However, due to low genetic variability of most traits in the population, progress from further genomic selection could only be guaranteed if new sources of genes for Striga resistance and drought tolerance are introgressed into the population.
由于干旱胁迫和独脚金寄生的破坏性影响,玉米产量潜力在撒哈拉以南非洲(SSA)地区很少得到最大化。本研究旨在确定通过基因组选择(GS)提高玉米产量、抗独脚金和耐旱性后,一个早熟黄双亲玉米群体(TZEI 17 x TZEI 11)F 代在籽粒产量和相关变化方面的增益。从群体的 C、C、C 和 C 周期中分别提取 50 个 S 系,并与测试系 TZEI 23 杂交,生成 200 个测交种。这些测交种于 2014-2017 年在尼日利亚干旱、人工独脚金侵染和最佳(无独脚金侵染且不受水和氮限制)环境下进行评估。
在独脚金侵染和最佳环境下,籽粒产量分别获得了 498 kg/ha 周期(16.9%周期)和 522 kg/ha 周期(12.6%周期)的增益。在独脚金侵染环境下的产量增益与植株和穗位高度的增加以及根倒伏抗性、苞叶覆盖、穗型和独脚金耐性的改善有关。在最佳环境下,产量增益伴随着植株和穗位高度的增加以及苞叶覆盖和穗腐抗性的提高。相比之下,基因组选择并没有提高干旱条件下的籽粒产量,但导致花期延迟、开花期花粉花丝同步性差以及穗位高度增加。在研究环境下,大多数测量性状的遗传方差和遗传力在选择周期中均不显著。穗型是所有研究环境下籽粒产量的主要贡献者,可以作为同时提高干旱、独脚金和最佳环境下籽粒产量的间接选择标准。
本研究表明,基因组选择在独脚金侵染环境下对双亲玉米群体的产量提高是有效的,并在最佳环境下导致了相应的产量增益。然而,由于群体中大多数性状的遗传变异较低,如果要将抗独脚金和耐旱性的新基因源导入群体,进一步的基因组选择才能取得进展。