上海生科院揭示低光下光能利用效率是控制水稻生物量的重要因子
来源:《Plant Physiology》
时间:2017/08/22
图注说明:(A)叶片光合参数与生物产量在不同地点的 Pearson 相关性;(B)特征选择鉴别解释生物量变异的关键光合参数;(C-D)低光光合利用率 Alow 在 204 份水稻自然群体和 11 个当代商业品种中的自然变异。
7 月 25 日,中国科学院上海生命科学研究院植物生理生态研究所朱新广研究组在《植物生理学》(Plant Physiology)在线发表了关于水稻生物产量与叶片光合参数之间的关系,题为 Leaf photosynthetic parameters related to biomass accumulation in a global rice diversity survey。该项研究成果利用 215 份水稻自然群体,通过特征选择策略和基因组遗传力评估,证明了水稻低光的光合利用效率具有高度遗传特性,并与水稻生物量密切相关。
改善冠层光合效率是提高作物产量的重要途径。冠层光合效率由三方面决定,包括叶面积指数、冠层形态结构和叶片光合特征。传统作物育种通过改变冠层株型,例如培育半矮杆水稻品种、直立株型和提高叶面积指数等手段来提高冠层光合效率;然而对光合效率本身的改良较少。
该研究利用基因组遗传力(SNP-based Heritability)结合 2.3M 全基因组覆盖的 SNP 变异信息,证明低光光合效率(Alow)具有高度遗传性;进一步为量化低光光合效率与生物量的关系,该研究结合线性回归模型(LRMs)和逐步特征选择(Feature selection)方法,发现 Alow 在不同地点和组合的数据集中均表现出与生物量有高度相关性。同时,在 11 个当代商业化水稻品种中,Alow 表现出很大变异,说明在人工驯化过程中,Alow 未受到强烈选择。该项研究首次揭示了叶片低光光合效率与生物产量的关系,为未来提高水稻产量提供了全新改造靶标。
该文章第一作者为曲明南;项目得到中科院、科技部、盖茨基金会、上海市自然基金委等经费支持。(来源:中国科学院上海生命科学研究院)
Leaf photosynthetic parameters related to biomass accumulation in a global rice diversity survey
Abstract Mining natural variations is a major approach to identify new options to improve crop light use efficiency. So far, successes in identifying photosynthetic parameters positively related to crop biomass accumulation through this approach are scarce possibly due to the earlier emphasis on properties related to leaf instead of canopy photosynthetic efficiency. This study aims to uncover rice natural variations to identify leaf physiological parameters that are highly correlated with biomass accumulation, a surrogate of canopy photosynthesis. To do this, we systematically investigated 14 photosynthetic parameters (PTs) and 4 morphological traits (MTs) in a rice population, which consists of 204 USDA-curated minicore accessions collected globally and 11 elite Chinese rice cultivars in both Beijing (BJ) and Shanghai (SH). To identify key components responsible for variance of biomass accumulation, we applied a stepwise feature selection approach based on linear regression models. Though there are large variations in photosynthetic parameters measured in different environments, we observed that photosynthetic rate under low light (Alow) was highly related to biomass accumulation and also exhibited high genomic inheritability in both environments, suggesting its great potential to be used as a target for the future rice breeding programs. Large variations in Alow among modern rice cultivars further suggest great potential of using this parameter in contemporary rice breeding for improvement of biomass and hence yield potential.
原文链接:http://www.plantphysiol.org/content/plantphysiol/early/2017/07/27/pp.17.00332.full.pdf