Maize breeding effects on grain yield genetic progress and its contribution to global yield gain in Argentina

IF 5.6 1区 农林科学 Q1 AGRONOMY Field Crops Research Pub Date : 2024-08-01 DOI:10.1016/j.fcr.2024.109520
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Abstract

Context or problem

Maize production in Argentina has increased in recent years, following the global gain (GG) in grain yield (GY). The GG in GY depends on genetic progress (GP), which requires frequent quantification to detect potential plateaus and variations in its contribution to the GG. In this sense, hybrid adoption in Argentina shifted from double- and three-way to single cross (F1) hybrids in the 1990s, thereby increasing the level of heterosis of released hybrids. Since heterosis increase may have had a greater impact on estimates of maize GG than those based on a single cross type, GP based exclusively on F1 hybrids and its contribution to GG could be lower than that including different types of crosses.

Objective or research question

The main objectives of this work were to (i) analyze grain yield GP, (ii) dissect grain yield GP into the corresponding trends in its physiological determinants and numerical components, and (iii) estimate the relative contribution of GP to GG in the main maize producing region of Argentina for the period marked by significant changes in heterosis level (i.e. from 1960s to 1990s) and the period of massive adoption of F1 hybrids (from 1990s onwards).

Methods

We used a dataset obtained at the core of the mentioned region (INTA Pergamino; 33°56’S, 60°34’W) from era-decade experiments (ERA) including 24 hybrids released between 1965 and 2016 and grown with no abiotic or biotic restrictions. We quantified GY, its numeric components (KN: kernel number m−2, KW: individual kernel weight) and its physiological determinants (BT: total shoot biomass at maturity, HI: harvest index).

Results

A GP of 0.84 % y−1 was computed for GY from 1965 to 1993, and of 0.51 % y−1 thereafter. We also detected genetic progress for KN (0.53 % y−1) and BT (0.26 % y−1) but not for KW. A GP of 0.66 % y−1 was computed for HI up to 1993, which plateaued thereafter. A 40 % contribution of GP to GG was estimated for the Pergamino site from 1965 to 1993, predominantly driven by changes in heterosis level. The contribution dropped to 32 % from 1993 onwards, when F1 hybrids were massively adopted by the farmers. This contribution was much smaller (e.g. 19 %) in areas less representative of the target population of environments of dominant breeding programs.

Conclusions

Our findings underline that the relative contribution of GP to GY improvement at the regional level varies markedly depending upon the period included in the analysis and the environment used for evaluation. The decline observed at less representative locations of the main target population of environments may guide breeders in their decision for developing new programs.

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玉米育种对阿根廷谷物产量遗传进展的影响及其对全球增产的贡献
近年来,随着全球谷物产量(GY)的提高,阿根廷的玉米产量也在不断增加。谷物产量的全球增产取决于遗传进展(GP),需要经常对其进行量化,以发现其对全球增产的贡献可能出现的高点和变化。从这个意义上说,阿根廷在 20 世纪 90 年代采用的杂交种从双交和三交转向单交(F1)杂交,从而提高了已发布杂交种的异交程度。与基于单一杂交类型的估计相比,异交率的提高可能对玉米基因组的估计产生更大的影响,因此,完全基于 F1 杂交种的基因组估计及其对基因组的贡献可能低于包括不同杂交类型的估计。这项工作的主要目标是:(i) 分析谷物产量 GP;(ii) 将谷物产量 GP 分解为其生理决定因素和数值成分的相应趋势;(iii) 在异交水平发生显著变化的时期(即从 20 世纪 60 年代到 90 年代)和大量采用 F1 杂交种的时期(从 20 世纪 90 年代开始),估算 GP 对阿根廷玉米主产区 GG 的相对贡献。我们使用的数据集来自上述地区的核心区(INTA Pergamino;南纬 33°56',西经 60°34')的年代-十年实验(ERA),包括 1965 年至 2016 年间发布的 24 个杂交种,这些杂交种在生长过程中不受非生物或生物限制。我们量化了 GY、其数值成分(KN:核数 m,KW:单个核重)及其生理决定因素(B:成熟时的总芽生物量,HI:收获指数)。计算得出,1965 年至 1993 年间,GP 为 0.84 % y,此后为 0.51 % y。我们还检测到 KN(0.53 % y)和 B(0.26 % y)的遗传进展,但没有检测到 KW 的遗传进展。截至 1993 年,HI 的 GP 为 0.66 % y,此后趋于平稳。据估计,从 1965 年到 1993 年,佩加米诺(Pergamino)地点的 GP 对 GG 的贡献率为 40%,这主要是由于异交水平的变化。从 1993 年起,当农民大量采用 F1 代杂交种时,GP 对 GG 的贡献率下降到 32%。在主导育种计划的环境目标人群代表性较低的地区,这一贡献要小得多(例如 19%)。我们的研究结果表明,GP 在区域层面上对 GY 改良的相对贡献因分析所包括的时期和用于评估的环境不同而有明显差异。在主要目标环境群体中代表性较低的地区观察到的下降情况,可为育种者制定新计划提供指导。
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来源期刊
Field Crops Research
Field Crops Research 农林科学-农艺学
CiteScore
9.60
自引率
12.10%
发文量
307
审稿时长
46 days
期刊介绍: Field Crops Research is an international journal publishing scientific articles on: √ experimental and modelling research at field, farm and landscape levels on temperate and tropical crops and cropping systems, with a focus on crop ecology and physiology, agronomy, and plant genetics and breeding.
期刊最新文献
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