State Key Laboratory of Agrobiotechnology, School of Life Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China.
Int J Mol Sci. 2023 Sep 15;24(18):14165. doi: 10.3390/ijms241814165.
In flowering plants, C4 photosynthesis is superior to C3 type in carbon fixation efficiency and adaptation to extreme environmental conditions, but the mechanisms behind the assembly of C4 machinery remain elusive. This study attempts to dissect the evolutionary divergence from C3 to C4 photosynthesis in five photosynthetic model plants from the grass family, using a combined comparative transcriptomics and deep learning technology. By examining and comparing gene expression levels in bundle sheath and mesophyll cells of five model plants, we identified 16 differentially expressed signature genes showing cell-specific expression patterns in C3 and C4 plants. Among them, two showed distinctively opposite cell-specific expression patterns in C3 vs. C4 plants (named as FOGs). The in silico physicochemical analysis of the two FOGs illustrated that C3 homologous proteins of LHCA6 had low and stable pI values of ~6, while the pI values of LHCA6 homologs increased drastically in C4 plants (7), (8), and (over 9), suggesting this protein may have different functions in C3 and C4 plants. Interestingly, based on pairwise protein sequence/structure similarities between each homologous FOG protein, one FOG PGRL1A showed local inconsistency between sequence similarity and structure similarity. To find more examples of the evolutionary characteristics of FOG proteins, we investigated the protein sequence/structure similarities of other FOGs (transcription factors) and found that FOG proteins have diversified incompatibility between sequence and structure similarities during grass family evolution. This raised an interesting question as to whether the sequence similarity is related to structure similarity during C4 photosynthesis evolution.
在开花植物中,C4 光合作用在碳固定效率和适应极端环境条件方面优于 C3 型,但 C4 机制的组装机制仍不清楚。本研究试图在来自禾本科的五种光合模式植物中,通过结合比较转录组学和深度学习技术,剖析从 C3 到 C4 光合作用的进化分歧。通过检查和比较五种模式植物的束鞘和叶肉细胞中的基因表达水平,我们鉴定出了 16 个差异表达的特征基因,这些基因在 C3 和 C4 植物中表现出细胞特异性表达模式。其中,两个基因在 C3 与 C4 植物中表现出明显相反的细胞特异性表达模式(命名为 FOGs)。这两个 FOG 的计算机物理化学分析表明,LHCA6 的 C3 同源蛋白具有约 6 的低且稳定的 pI 值,而 C4 植物中 LHCA6 同源蛋白的 pI 值急剧增加(7)、(8)和(超过 9),表明该蛋白在 C3 和 C4 植物中的功能可能不同。有趣的是,基于每个同源 FOG 蛋白之间的成对蛋白质序列/结构相似性,FOG PGRL1A 显示出序列相似性和结构相似性之间的局部不一致。为了找到更多关于 FOG 蛋白进化特征的例子,我们研究了其他 FOG(转录因子)的蛋白质序列/结构相似性,发现 FOG 蛋白在禾本科进化过程中序列和结构相似性之间存在多样化的不兼容性。这就提出了一个有趣的问题,即在 C4 光合作用进化过程中,序列相似性是否与结构相似性有关。