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Drought tolerance and genetic diversity among tropical maize inbred lines.

机译:热带玉米自交系的耐旱性和遗传多样性。

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Drought stress is a major constraint especially to tropical maize production and accurate classification of the elite lines for drought response and genetic diversity is critical for the success of the maize breeding programs. The main objectives of this study were to: (i) classify drought/heat-selected and drought-unselected maize inbred lines by their drought response using field and greenhouse experiments, (ii) analyze the genetic diversity of these maize inbred lines using DNA-based markers, and (iii) determine the population structure among the lines defined by the DNA markers.; Drought response of 15-drought tolerant, one-drought susceptible and 14-maize inbred lines with unknown response to drought were evaluated in side-by-side experiments under well-irrigated and managed-drought stress conditions in three-field locations of Mexico, and one greenhouse experiment. In the field and greenhouse experiments, nine agronomic traits were recorded, including grain yield. The genetic diversity among the maize lines was studied utilizing 62 RFLP probes and 52 SSR markers distributed throughout the maize genome. Path analyses showed that female flowering, anthesis-silking interval, ears per plant, kernels per ear, and 100-kernel weight were the most important traits determining the grain yield across water regimes. Principal component (PCA) and cluster analyses (CA) were used to determine the relationship between lines based upon their drought response. These two methods of statistical analyses showed similar results identifying only one group comprised predominantly of drought/heat tolerant lines. These lines showed highest performance under drought condition. A relative high level of genetic diversity was found among lines, since the number of alleles per locus detected by the RFLP and SSR markers was 7.2 and 5.2, respectively. Associations among lines based on DNA markers were assessed using PCA and CA, thus detecting similar groups of lines, which were mostly in agreement with the genetic origin or breeding program. Results indicated that drought tolerant lines can be present among conventionally selected lines, and that RFLP and SSR markers are useful for studying the relatedness among high diverse inbred lines.
机译:干旱胁迫是主要的制约因素,特别是对热带玉米生产而言,干旱和遗传多样性的优良品系的准确分类对于玉米育种计划的成功至关重要。这项研究的主要目的是:(i)使用田间和温室实验,通过干旱响应将干旱/热选和非干旱玉米自交系分类,(ii)使用DNA-分析这些玉米自交系的遗传多样性(iii)确定DNA标记定义的品系之间的种群结构。在墨西哥三地的良好灌溉和管理干旱胁迫条件下,通过并列实验评估了15种耐旱,单干旱易感和14玉米近交系对干旱的响应对干旱的响应,还有一个温室实验在田间和温室试验中,记录了9个农艺性状,包括谷物产量。利用分布在整个玉米基因组中的62个RFLP探针和52个SSR标记研究了玉米品系之间的遗传多样性。通径分析表明,雌花期,花期间隔,每株植物的穗数,每穗的粒数和100粒重是决定整个水分状况下谷物产量的最重要特征。主成分(PCA)和聚类分析(CA)用于根据干旱响应来确定品系之间的关系。这两种统计分析方法显示出相似的结果,仅识别出一组主要由耐旱/耐热的系组成。这些品系在干旱条件下表现出最高的性能。在品系之间发现了相对较高的遗传多样性水平,因为通过RFLP和SSR标记检测到的每个基因座的等位基因数量分别为7.2和5.2。使用PCA和CA对基于DNA标记的品系之间的关联进行评估,从而检测出相似的品系组,这些组大多与遗传起源或育种计划相符。结果表明,常规选择的品系中可能存在耐旱品系,而RFLP和SSR标记可用于研究高度多样的自交系之间的相关性。

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