Genetic progress in cowpea [Vigna unguiculata (L.) Walp.] stemming from breeding modernization efforts at the International Institute of Tropical Agriculture.

IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY
Plant Genome Pub Date : 2024-06-01 Epub Date: 2024-05-22 DOI:10.1002/tpg2.20462
Patrick Obia Ongom, Christian Fatokun, Abou Togola, Ibnou Dieng, Stella Salvo, Brian Gardunia, Saba Baba Mohammed, Ousmane Boukar
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Abstract

Genetic gain has been proposed as a quantifiable key performance indicator that can be used to monitor breeding programs' effectiveness. The cowpea breeding program at the International Institute of Tropical Agriculture (IITA) has developed and released improved varieties in 70 countries globally. To quantify the genetic changes to grain yield and related traits, we exploited IITA cowpea historical multi-environment trials (METs) advanced yield trial (AYT) data from 2010 to 2022. The genetic gain assessment targeted short duration (SD), medium duration (MD), and late duration (LD) breeding pipelines. A linear mixed model was used to calculate the best linear unbiased estimates (BLUE). Regressed BLUE of grain yield by year of genotype origin depicted realized genetic gain of 22.75 kg/ha/year (2.65%), 7.91 kg/ha/year (0.85%), and 22.82 kg/ha/year (2.51%) for SD, MD, and LD, respectively. No significant gain was realized in 100-seed weight (Hsdwt). We predicted, based on 2022 MET data, that recycling the best genotypes at AYT stage would result in grain yield gain of 37.28 kg/ha/year (SD), 28.00 kg/ha/year (MD), and 34.85 kg/ha/year (LD), and Hsdwt gain of 0.48 g/year (SD), 0.68 g/year (MD), and 0.55 g/year (LD). These results demonstrated a positive genetic gain trend for cowpea, indicating that a yield plateau has not yet been reached and that accelerated gain is expected with the recent integration of genomics in the breeding program. Advances in genomics include the development of the reference genome, genotyping platforms, quantitative trait loci mapping of key traits, and active implementation of molecular breeding.

国际热带农业研究所在育种现代化方面取得的豇豆[Vigna unguiculata (L.) Walp.]遗传进展。
有人提出,遗传增益是一项可量化的关键绩效指标,可用于监测育种计划的成效。国际热带农业研究所(IITA)的豇豆育种项目已在全球 70 个国家开发并发布了改良品种。为了量化谷物产量及相关性状的遗传变化,我们利用了国际热带农业研究所从 2010 年到 2022 年的豇豆历史多环境试验(METs)先进产量试验(AYT)数据。遗传增益评估针对的是短生育期(SD)、中生育期(MD)和晚生育期(LD)育种管道。采用线性混合模型计算最佳线性无偏估计值(BLUE)。按基因型起源年份对谷物产量的 BLUE 进行回归,结果显示,SD、MD 和 LD 的遗传增益分别为 22.75 千克/公顷/年(2.65%)、7.91 千克/公顷/年(0.85%)和 22.82 千克/公顷/年(2.51%)。百粒重(Hsdwt)没有明显增加。根据 2022 年的 MET 数据,我们预测在 AYT 阶段回收最佳基因型将使谷物增产 37.28 千克/公顷/年(SD)、28.00 千克/公顷/年(MD)和 34.85 千克/公顷/年(LD),Hsdwt 增产 0.48 克/年(SD)、0.68 克/年(MD)和 0.55 克/年(LD)。这些结果表明,豇豆的遗传增益趋势为正,表明产量尚未达到高点,随着最近将基因组学纳入育种计划,增益有望加快。基因组学方面的进展包括参考基因组的开发、基因分型平台、关键性状的数量性状位点测绘以及分子育种的积极实施。
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来源期刊
Plant Genome
Plant Genome PLANT SCIENCES-GENETICS & HEREDITY
CiteScore
6.00
自引率
4.80%
发文量
93
审稿时长
>12 weeks
期刊介绍: The Plant Genome publishes original research investigating all aspects of plant genomics. Technical breakthroughs reporting improvements in the efficiency and speed of acquiring and interpreting plant genomics data are welcome. The editorial board gives preference to novel reports that use innovative genomic applications that advance our understanding of plant biology that may have applications to crop improvement. The journal also publishes invited review articles and perspectives that offer insight and commentary on recent advances in genomics and their potential for agronomic improvement.
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