Department of Agronomy, University of Ibadan, Ibadan, Nigeria.
Bioscience eastern and central Africa-International Livestock Research Institute (BecA-ILRI) Hub, Nairobi, Kenya.
Sci Rep. 2021 Feb 2;11(1):2850. doi: 10.1038/s41598-021-82360-8.
Cassava mosaic disease (CMD) is a serious threat to cassava production in sub-Saharan Africa. The use of genomic-assisted selection at the seedling trial stage would help to reduce the time for release, breeding cost, and resources used, hence increase selection efficiency in cassava breeding programs. Five cassava populations were screened for resistance to CMD during the seedling evaluation trial at 1, 3, and 5 months after planting using a scale of 1-5. The genotypes in the five populations were also screened using six molecular markers linked to the CMD2 gene. The correlation between the phenotypic and marker data was estimated. Based on Cassava Mosaic Disease Severity Score (CMDSS), between 53 and 82% of the progenies were resistant across the populations with an average of 70.5%. About 70% of the progenies were identified to be resistant to the disease across the populations with a range of 62-80% using the marker data. With both marker data and CMDSS combined, 40-60% of the progenies in each population, with an average of 52%, were identified to be resistant to CMD. There was a fairly significant correlation between the marker data and CMDSS in each cassava population with correlation coefficients ranging from 0.2024 to 0.3460 suggesting that novel genes not associated to the markers used might be involved in the resistance to CMD. The resistant genotypes identified in this study with potential for other desirable traits were selected for evaluation at the advanced trial stage thereby shortening the period required for the breeding program.
木薯花叶病(CMD)是撒哈拉以南非洲木薯生产的严重威胁。在幼苗试验阶段使用基因组辅助选择将有助于缩短释放时间、降低育种成本和资源消耗,从而提高木薯育种计划的选择效率。在种植后 1、3 和 5 个月的幼苗评估试验中,使用 1-5 的等级对五个木薯群体进行了对 CMD 的抗性筛选。还使用与 CMD2 基因连锁的六个分子标记对五个群体中的基因型进行了筛选。估计了表型和标记数据之间的相关性。基于木薯花叶病严重程度评分(CMDSS),在所有群体中,有 53-82%的后代具有抗性,平均为 70.5%。在所有群体中,使用标记数据鉴定出约 70%的后代对该疾病具有抗性,范围为 62-80%。使用标记数据和 CMDSS 相结合,在每个群体中,有 40-60%的后代,平均为 52%,被鉴定为对 CMD 具有抗性。在每个木薯群体中,标记数据和 CMDSS 之间存在相当显著的相关性,相关系数范围从 0.2024 到 0.3460,表明可能涉及与所用标记不相关的新基因参与对 CMD 的抗性。在本研究中鉴定出的具有其他理想性状潜力的抗性基因型被选择在高级试验阶段进行评估,从而缩短了育种计划所需的时间。