Canales Javier, Verdejo José, Carrasco-Puga Gabriela, Castillo Francisca M, Arenas-M Anita, Calderini Daniel F
Institute of Biochemistry and Microbiology, Faculty of Sciences, Universidad Austral de Chile, 5110566 Valdivia, Chile.
ANID-Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), 8331150 Santiago, Chile.
Int J Mol Sci. 2021 Apr 24;22(9):4449. doi: 10.3390/ijms22094449.
A critical barrier to improving crop yield is the trade-off between seed weight (SW) and seed number (SN), which has been commonly reported in several crops, including . Despite the agronomic relevance of this issue, the molecular factors involved in the interaction between SW and SN are largely unknown in crops. In this work, we performed a detailed transcriptomic analysis of 48 seed samples obtained from two rapeseed spring genotypes subjected to different source-sink (S-S) ratios in order to examine the relationship between SW and SN under different field conditions. A multifactorial analysis of the RNA-seq data was used to identify a group of 1014 genes exclusively regulated by the S-S ratio. We found that a reduction in the S-S ratio during seed filling induces the expression of genes involved in sucrose transport, seed weight, and stress responses. Moreover, we identified five co-expression modules that are positively correlated with SW and negatively correlated with SN. Interestingly, one of these modules was significantly enriched in transcription factors (TFs). Furthermore, our network analysis predicted several NAC TFs as major hubs underlying SW and SN compensation. Taken together, our study provides novel insights into the molecular factors associated with the SW-SN relationship in rapeseed and identifies TFs as potential targets when improving crop yield.
提高作物产量的一个关键障碍是种子重量(SW)和种子数量(SN)之间的权衡,这在包括油菜籽在内的几种作物中都有普遍报道。尽管这个问题在农艺学上具有相关性,但在作物中,参与SW和SN相互作用的分子因素在很大程度上仍不清楚。在这项研究中,我们对从两种春季油菜基因型获得的48个种子样本进行了详细的转录组分析,这些样本处于不同的源库(S-S)比条件下,以研究不同田间条件下SW和SN之间的关系。对RNA-seq数据进行多因素分析,以鉴定一组仅受S-S比调控的1014个基因。我们发现,种子充实期间S-S比的降低会诱导参与蔗糖运输、种子重量和应激反应的基因表达。此外,我们鉴定出五个与SW呈正相关、与SN呈负相关的共表达模块。有趣的是,这些模块之一在转录因子(TFs)中显著富集。此外,我们的网络分析预测了几个NAC转录因子是SW和SN补偿的主要枢纽。综上所述,我们的研究为油菜籽中与SW-SN关系相关的分子因素提供了新的见解,并将转录因子确定为提高作物产量时的潜在靶点。