Department of Zoology, Jhargram Raj College, Jhargram, 721507, India.
Sci Rep. 2024 Nov 3;14(1):26530. doi: 10.1038/s41598-024-77156-5.
The WRKY transcription factor gene family in soybean [Glycine max (L.) Merr.] (GmWRKY) is critical for the plant's development and stress responses. This study examines the evolutionary dynamics of the GmWRKY gene family, focusing on its synonymous codon usage bias (CUB) in a comprehensive set of 179 coding sequences. CUB was analyzed using various indices, revealing a preference for A/T-ending codons and relatively low codon bias. Codon adaptation index (CAI) analysis suggested that these genes are optimized for efficient translation despite relatively low bias, reflecting a balance between codon diversity and translation efficiency. Neutrality and NC plots indicated that selective forces dominate over mutational forces in shaping codon usage, while selection signature analysis showed purifying selection being prevalent across the gene family. However, episodic positive selection was also detected in certain clades, highlighting potential adaptive diversification in response to environmental stress. Additionally, promoter binding site analysis uncovered correlations between codon usage and transcriptional regulation, indicating a context-dependent relationship between CUB and gene expression. Phylogenetic analysis identified 11 well-supported clades in the modern GmWRKY gene family and ancestral sequence reconstruction revealed more relaxed codon preferences and reduced selection constraints in modern GmWRKY genes, potentially linked to neofunctionalization and adaptation to environmental changes. These findings provide a framework for optimizing gene expression in transgenic soybean crops with resilience. Further functional validation of positively selected genes is recommended to elucidate their role in stress responses.
大豆 [ Glycine max (L.) Merr.] 中的 WRKY 转录因子基因家族 (GmWRKY) 对植物的发育和应激反应至关重要。本研究考察了 GmWRKY 基因家族的进化动态,重点研究了其在 179 个编码序列综合集中的同义密码子使用偏性 (CUB)。使用各种指标分析了 CUB,结果表明偏爱 A/T 结尾的密码子,且密码子偏性相对较低。密码子适应指数 (CAI) 分析表明,尽管偏性相对较低,但这些基因仍针对高效翻译进行了优化,反映了密码子多样性和翻译效率之间的平衡。中性和 NC 图表明,选择压力主导了密码子使用的形成,而选择特征分析表明,在整个基因家族中,纯化选择占主导地位。然而,在某些进化枝中也检测到了间歇性正选择,突出了对环境胁迫的潜在适应性多样化。此外,启动子结合位点分析揭示了密码子使用与转录调控之间的相关性,表明 CUB 和基因表达之间存在依赖上下文的关系。系统发育分析确定了现代 GmWRKY 基因家族中的 11 个高度支持的进化枝,并且祖先序列重建揭示了现代 GmWRKY 基因中更宽松的密码子偏好和减少的选择约束,这可能与新功能化和适应环境变化有关。这些发现为提高具有弹性的转基因大豆作物中的基因表达提供了框架。建议进一步验证正选择基因的功能,以阐明它们在应激反应中的作用。