Evaluation of Genetic Diversity and Genome-Wide Association Studies of Resistance to Bacterial Wilt Disease in Potato.
Lilian A Okiro, Richard M Mulwa, Maurice E Oyoo, Pascal P Okwiri Ojwang, Susan A Otieno, Paola Gaiero, Guilherme da Silva Pereira, Thiago Mendes
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Abstract
The development of novel improved varieties adapted to unstable environmental conditions is possible through the genetic diversity of breeding materials. Potato is among the most important food crops worldwide; however, there are still significant hindrances to breeding gains attributed to its autotetraploid and highly heterozygous genome. Bacterial wilt caused by the Ralstonia solanacearum species complex is an important disease affecting potato among many economically important crops worldwide. No cultivated potato genotypes have shown a satisfactory level of resistance to bacterial wilt. Nevertheless, resistance can play a crucial role in effective integrated disease management. To understand the genetic landscape of bacterial wilt resistance in cultivated potato, we evaluated the diversity of 192 accessions from the International Potato Center (CIP) using 9,250 single-nucleotide polymorphisms and their associations with the response to bacterial wilt disease evaluated over two independent trials. Twenty-four accessions showed high resistance throughout both trials. Genetic diversity analysis revealed three major clusters whose subgroups were mostly represented by CIP clones derived from common parents. Genome-wide association analyses identified six major hits: two on chromosome 8 and one on each chromosome 2, 4, 5, and 9. These results facilitate genetic dissection of bacterial wilt resistance and enable marker-assisted breeding in elite genotypes for potato breeding initiatives. [Formula: see text] Copyright © 2025 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
马铃薯细菌性萎蔫病抗性的遗传多样性评估和全基因组关联研究。
通过育种材料的遗传多样性,可以培育出适应不稳定环境条件的改良新品种。马铃薯是世界上最重要的粮食作物之一,然而,由于其自交四倍体和高度杂合的基因组,育种成果的获得仍面临巨大障碍。由茄属拉氏菌(Ralstonia solanacearum)复合菌种(RSSC)引起的细菌枯萎病是影响马铃薯的一种重要病害,也是影响全球许多重要经济作物的一种重要病害。目前还没有栽培的马铃薯基因型对细菌性枯萎病表现出令人满意的抗性。然而,抗性可在有效的病害综合防治中发挥关键作用。为了了解栽培马铃薯抗细菌性萎蔫病的遗传情况,我们利用 9,250 个单核苷酸多态性(SNPs)评估了国际马铃薯中心(CIP)194 个品种的多样性及其与两个独立试验中评估的细菌性萎蔫病反应的相关性。在这两项试验中,有 24 个品种表现出很强的抗性。遗传多样性分析揭示了三个主要群组,其亚群主要由来自共同亲本的 CIP 克隆所代表。全基因组关联分析显示了六个主要的基因突变:两个在 8 号染色体上,2、4、5 和 9 号染色体上各有一个。这些结果有助于对细菌枯萎病的抗性进行遗传分析,并在马铃薯育种计划的精英基因型中进行标记辅助育种。
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