Obata Toshihiro, Witt Sandra, Lisec Jan, Palacios-Rojas Natalia, Florez-Sarasa Igor, Yousfi Salima, Araus Jose Luis, Cairns Jill E, Fernie Alisdair R
Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany (T.O., S.W., J.L., I.F.-S., A.R.F.);International Maize and Wheat Improvement Center, Kilometer 45 Carretera Mexico-Veracruz, Texcoco, Mexico 56130 (N.P.-R.);Department de Biologia Vegetal, Universitat de Barcelona, 08028 Barcelona, Spain (S.Y., J.L.A.); andInternational Maize and Wheat Improvement Center, Southern Africa Regional Office, Harare, Zimbabwe (J.E.C.)
Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany (T.O., S.W., J.L., I.F.-S., A.R.F.);International Maize and Wheat Improvement Center, Kilometer 45 Carretera Mexico-Veracruz, Texcoco, Mexico 56130 (N.P.-R.);Department de Biologia Vegetal, Universitat de Barcelona, 08028 Barcelona, Spain (S.Y., J.L.A.); andInternational Maize and Wheat Improvement Center, Southern Africa Regional Office, Harare, Zimbabwe (J.E.C.).
Plant Physiol. 2015 Dec;169(4):2665-83. doi: 10.1104/pp.15.01164. Epub 2015 Sep 30.
The development of abiotic stress-resistant cultivars is of premium importance for the agriculture of developing countries. Further progress in maize (Zea mays) performance under stresses is expected by combining marker-assisted breeding with metabolite markers. In order to dissect metabolic responses and to identify promising metabolite marker candidates, metabolite profiles of maize leaves were analyzed and compared with grain yield in field trials. Plants were grown under well-watered conditions (control) or exposed to drought, heat, and both stresses simultaneously. Trials were conducted in 2010 and 2011 using 10 tropical hybrids selected to exhibit diverse abiotic stress tolerance. Drought stress evoked the accumulation of many amino acids, including isoleucine, valine, threonine, and 4-aminobutanoate, which has been commonly reported in both field and greenhouse experiments in many plant species. Two photorespiratory amino acids, glycine and serine, and myoinositol also accumulated under drought. The combination of drought and heat evoked relatively few specific responses, and most of the metabolic changes were predictable from the sum of the responses to individual stresses. Statistical analysis revealed significant correlation between levels of glycine and myoinositol and grain yield under drought. Levels of myoinositol in control conditions were also related to grain yield under drought. Furthermore, multiple linear regression models very well explained the variation of grain yield via the combination of several metabolites. These results indicate the importance of photorespiration and raffinose family oligosaccharide metabolism in grain yield under drought and suggest single or multiple metabolites as potential metabolic markers for the breeding of abiotic stress-tolerant maize.
培育抗非生物胁迫的品种对发展中国家的农业至关重要。通过将标记辅助育种与代谢物标记相结合,有望在胁迫条件下进一步提高玉米(Zea mays)的性能。为了剖析代谢反应并确定有前景的代谢物标记候选物,分析了玉米叶片的代谢物谱,并在田间试验中将其与籽粒产量进行比较。植株在水分充足的条件下生长(对照),或暴露于干旱、高温以及同时遭受这两种胁迫的环境中。在2010年和2011年进行了试验,使用了10个热带杂交种,这些杂交种被选择用于展示不同的非生物胁迫耐受性。干旱胁迫引发了许多氨基酸的积累,包括异亮氨酸、缬氨酸、苏氨酸和4-氨基丁酸,这在许多植物物种的田间和温室试验中都有普遍报道。两种光呼吸氨基酸,甘氨酸和丝氨酸,以及肌醇在干旱条件下也会积累。干旱和高温的组合引发的特定反应相对较少,大多数代谢变化可以从对单一胁迫的反应总和中预测出来。统计分析表明,干旱条件下甘氨酸和肌醇水平与籽粒产量之间存在显著相关性。对照条件下的肌醇水平也与干旱条件下的籽粒产量相关。此外,多元线性回归模型通过几种代谢物的组合很好地解释了籽粒产量的变化。这些结果表明了光呼吸和棉子糖家族寡糖代谢在干旱条件下籽粒产量中的重要性,并表明单一或多种代谢物作为抗非生物胁迫玉米育种的潜在代谢标记。