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转录组数据的比较分析显示,多种进化选择过程对日本囊对虾和秀丽白虾密码子使用的影响。

Comparative analysis of transcriptomic data shows the effects of multiple evolutionary selection processes on codon usage in Marsupenaeus japonicus and Marsupenaeus pulchricaudatus.

机构信息

Jiangsu Key Laboratory of Marine Bioresources and Environment/ Jiangsu Key Laboratory of Marine Biotechnology, Jiangsu Ocean University, Lianyungang, 222005, China.

Co-Innovation Center of Jiangsu Marine Bio-Industry Technology, Jiangsu Ocean University, Lianyungang, 222005, China.

出版信息

BMC Genomics. 2021 Oct 30;22(1):781. doi: 10.1186/s12864-021-08106-y.

Abstract

BACKGROUND

Kuruma shrimp, a major commercial shrimp species in the world, has two cryptic or sibling species, Marsupenaeus japonicus and Marsupenaeus pulchricaudatus. Codon usage analysis would contribute to our understanding of the genetic and evolutionary characteristics of the two Marsupenaeus species. In this study, we analyzed codon usage and related indices using coding sequences (CDSs) from RNA-seq data.

RESULTS

Using CodonW 1.4.2 software, we performed the codon bias analysis of transcriptomes obtained from hepatopancreas tissues, which indicated weak codon bias. Almost all parameters had similar correlations for both species. The gene expression level (FPKM) was negatively correlated with A/T3s. We determined 12 and 14 optimal codons for M. japonicus and M. pulchricaudatus, respectively, and all optimal codons have a C/G-ending. The two Marsupenaeus species had different usage frequencies of codon pairs, which contributed to further analysis of transcriptional differences between them. Orthologous genes that underwent positive selection (ω > 1) had a higher correlation coefficient than that of experienced purifying selection (ω < 1). Parity Rule 2 (PR2) and effective number of codons (ENc) plot analysis showed that the codon usage patterns of both species were influenced by both mutations and selection. Moreover, the average observed ENc value was lower than the expected value for both species, suggesting that factors other than GC may play roles in these phenomena. The results of multispecies clustering based on codon preference were consistent with traditional classification.

CONCLUSIONS

This study provides a relatively comprehensive understanding of the correlations among codon usage bias, gene expression, and selection pressures of CDSs for M. japonicus and M. pulchricaudatus. The genetic evolution was driven by mutations and selection pressure. Moreover, the results point out new insights into the specificities and evolutionary characteristics of the two Marsupenaeus species.

摘要

背景

库玛虾是世界上主要的商业虾类之一,有两个隐生或姊妹种,即日本囊对虾和秀丽白虾。密码子使用分析有助于我们了解这两个囊对虾物种的遗传和进化特征。在这项研究中,我们使用 RNA-seq 数据的编码序列 (CDS) 分析了密码子使用和相关指数。

结果

使用 CodonW 1.4.2 软件,我们对从肝胰腺组织获得的转录组进行了密码子偏性分析,结果表明偏性较弱。几乎所有参数在两个物种中都具有相似的相关性。基因表达水平(FPKM)与 A/T3s 呈负相关。我们分别确定了日本囊对虾和秀丽白虾的 12 个和 14 个最优密码子,所有最优密码子都以 C/G 结尾。两个囊对虾物种的密码子对使用频率不同,这有助于进一步分析它们之间的转录差异。经历正选择(ω>1)的直系同源基因的相关系数高于经历纯化选择(ω<1)的基因。奇偶规则 2 (PR2) 和有效密码子数 (ENc) 图分析表明,两种物种的密码子使用模式既受突变又受选择的影响。此外,两种物种的平均观察到的 ENc 值均低于预期值,表明除 GC 之外的其他因素可能在这些现象中起作用。基于密码子偏好的多物种聚类结果与传统分类一致。

结论

本研究提供了对日本囊对虾和秀丽白虾 CDS 中密码子使用偏性、基因表达和选择压力之间相关性的相对全面的了解。遗传进化是由突变和选择压力驱动的。此外,结果为这两个囊对虾物种的特异性和进化特征提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd7a/8557549/4d8bd5906707/12864_2021_8106_Fig1_HTML.jpg

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