International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria.
Michael Okpara University of Agriculture, Umudike, Abia state, Nigeria.
PLoS One. 2018 Oct 10;13(10):e0197717. doi: 10.1371/journal.pone.0197717. eCollection 2018.
Water yam (Dioscorea alata L.) is one of the most important food yams with wide geographical distribution in the tropics. One of the major constraints to water yam production is anthracnose disease caused by a fungus, Colletotrichum gloeosporioides (Penz.). There are no economically feasible solutions as chemical sprays or cultural practices, such as crop rotation are seldom convenient for smallholder farmers for sustainable control of the disease. Breeding for development of durable genetic resistant varieties is known to offer lasting solution to control endemic disease threats to crop production. However, breeding for resistance to anthracnose has been slow considering the biological constraints related to the heterozygous and vegetative propagation of the crop. The development of saturated linkage maps with high marker density, such as SSRs, followed by identification of QTLs can accelerate the speed and precision of resistance breeding in water yam. In a previous study, a total of 1,152 EST-SSRs were developed from >40,000 EST-sequences generated from two D. alata genotypes. A set of 380 EST-SSRs were validated as polymorphic when tested on two diverse parents targeted for anthracnose disease and were used to generate a saturated linkage map. Majority of the SSRs (60.2%) showed Mendelian segregation pattern and had no effect on the construction of linkage map. All 380 EST-SSRs were mapped into 20 linkage groups, and covered a total length of 3229.5 cM. Majority of the markers were mapped on linkage group 1 (LG 1) comprising of 97 EST-SSRs. This is the first genetic linkage map of water yam constructed using EST-SSRs. QTL localization was based on phenotypic data collected over a 3-year period of inoculating the mapping population with the most virulent strain of C. gloeosporioides from West Africa. Based on threshold LOD scores, one QTL was consistently observed on LG 14 in all the three years and average score data. This QTL was found at position interval of 71.1-84.8 cM explaining 68.5% of the total phenotypic variation in the average score data. The high marker density allowed identification of QTLs and association for anthracnose disease, which could be validated in other mapping populations and used in marker-assisted breeding in D. alata improvement programmes.
水芋(Dioscorea alata L.)是热带地区分布最广的重要食用芋类之一。水芋生产的主要制约因素之一是炭疽病,该病由真菌胶孢炭疽菌(Colletotrichum gloeosporioides (Penz.)引起。由于化学喷雾或轮作等文化措施在经济上不可行,因此对于小农户来说,很少有可持续控制疾病的方法。培育具有持久遗传抗性的品种是控制作物生产中地方性疾病威胁的持久解决方案。然而,考虑到作物的杂合性和营养繁殖的生物学限制,炭疽病抗性的培育进展缓慢。利用 SSR 等高密度标记物开发饱和连锁图谱,并随后鉴定 QTL,可以加速水芋抗性育种的速度和精度。在之前的一项研究中,从两个 D. alata 基因型生成的 >40000 个 EST 序列中总共开发了 1152 个 EST-SSR。当在针对炭疽病的两个不同亲本上测试时,一组 380 个 EST-SSR 被验证为多态性,并用于生成饱和连锁图谱。大多数 SSR(60.2%)表现出孟德尔分离模式,对连锁图谱的构建没有影响。所有 380 个 EST-SSR 都被映射到 20 个连锁群中,总长度为 3229.5 cM。大多数标记都映射到包含 97 个 EST-SSR 的连锁群 1(LG 1)上。这是使用 EST-SSR 构建的第一个水芋遗传连锁图谱。根据在三年内用来自西非的最毒菌株接种作图群体收集的表型数据进行 QTL 定位。根据阈值 LOD 得分,在所有三年和平均得分数据中,LG 14 上始终观察到一个 QTL。该 QTL位于 71.1-84.8 cM 的位置间隔内,解释了平均得分数据中总表型变异的 68.5%。高密度标记允许鉴定 QTL 和与炭疽病的关联,这些 QTL 可以在其他作图群体中验证,并用于 D. alata 改良计划中的标记辅助育种。