Davis Jensina M, Coffey Lisa M, Turkus Jonathan, López-Corona Lina, Linders Kyle, Ullagaddi Chidanand, Santra Dipak K, Schnable Patrick S, Schnable James C
Quantitative Life Sciences Initiative, University of Nebraska-Lincoln, Lincoln, Nebraska, USA.
Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, Nebraska, USA.
Physiol Plant. 2025 May-Jun;177(3):e70278. doi: 10.1111/ppl.70278.
Improving crop resilience in the face of increasingly extreme and unpredictable weather and reduced access to agricultural inputs such as nitrogen fertilizer and water will require an improved understanding of phenotypic plasticity in crops. To understand the roles of different component traits in determining overall plasticity for grain yield, we generated data from a panel of 122 maize (Zea mays) hybrids grown in replicated field trials in 34 environments spanning 1126 km (700 miles) of the US Corn Belt. We observed that the levels of genetic versus environmental control and the relationships between mean parent release year, overall performance, and linear plasticity were trait-dependent across the 18 agronomic and yield components studied. Importantly and unexpectedly, we observed no clear tradeoff between linear plasticity and mean performance and found only rare examples where genotype-by-environment interactions would alter selection decisions based on the environments tested in our dataset. Furthermore, we showed that overall plasticity was repeatable and that plasticity in response to nitrogen fertilization was not, which may help explain the limited success in breeding for nitrogen use efficiency. Together, these findings improve our understanding of phenotypic plasticity, with implications for maize breeding.
面对日益极端和不可预测的天气以及氮肥和水等农业投入品获取减少的情况,提高作物的抗逆性将需要更好地理解作物的表型可塑性。为了了解不同组成性状在决定籽粒产量总体可塑性方面的作用,我们从122个玉米杂交种的群体中获取了数据,这些杂交种在美国玉米带1126公里(700英里)范围内的34个环境中进行了重复田间试验。我们观察到,在所研究的18个农艺和产量组成性状中,遗传控制与环境控制的水平以及平均亲本发布年份、总体表现和线性可塑性之间的关系因性状而异。重要且出乎意料的是,我们没有观察到线性可塑性与平均表现之间存在明显的权衡,并且仅发现极少数基因型与环境相互作用会改变基于我们数据集中测试环境的选择决策的例子。此外,我们表明总体可塑性是可重复的,而对氮肥的可塑性则不可重复,这可能有助于解释在氮肥利用效率育种方面取得有限成功的原因。这些发现共同提高了我们对表型可塑性的理解,对玉米育种具有重要意义。