Analysis of synonymous codon usage bias in human monocytes, B, and T lymphocytes based on transcriptome data

被引:4
作者
Ruzman, Muhammad Adib [1 ]
Ripen, Adiratna Mat [2 ]
Mirsafian, Hoda [1 ]
Ridzwan, Nor Farrah Wahidah [1 ]
Merican, Amir Feisal [1 ,3 ]
Mohamad, Saharuddin Bin [1 ,3 ]
机构
[1] Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
[2] Inst Med Res, Allergy & Immunol Res Ctr, Shah Alam 40170, Selangor, Malaysia
[3] Univ Malaya, Ctr Res Syst Biol Struct Bioinformat & Human Digi, Kuala Lumpur 50603, Malaysia
来源
GENE REPORTS | 2021年 / 23卷
关键词
Human immune system; Immune cells; Mutational bias; RNA-Seq; Translational selection; GC-CONTENT; EXPRESSION; GENES; TRANSLATION; ADAPTATION; EVOLUTION; PATTERNS; CATALOG; NUMBER; GENOME;
D O I
10.1016/j.genrep.2021.101034
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Codon usage bias (CUB) analysis has drawn considerable attention throughout the years due to its effect on cell physiology. Meanwhile, in the immune system, any imbalance in its regulation and protein expression that can be caused by CUB may lead to immune system disorder. The objective of this study is to analyze the global CUB in protein-coding genes of human monocytes, B and T lymphocytes and identify factors that influence the codon usage pattern. The RNA-Seq datasets were used to investigate the extent of CUB in selected immune cells as well as in human protein-coding genes (HPCG) that is used as a reference. Several indices of codon usage and multivariate statistical methods were applied to analyze the differences in CUB within the datasets. Results revealed that the protein-coding genes expressed in monocytes, B and T lymphocytes showed distinctive nucleotide composition and CUB patterns based on several codon usage bias indices, namely Relative Synonymous Codon Usage (RSCU), Effective Number of Codons (ENC) and Codon Adaptation Index (CAI). Multivariate analysis of the CUB indices suggested that mutational bias may be the major factor affecting CUB in monocytes, while in B and T lymphocytes, the main influential factor may be the translational selection. Generally, this study revealed interesting differences in CUB and factors that shaped the CUB of protein-coding genes in monocytes, B and T lymphocytes. Moreover, this study also provided new insights into understanding the role of CUB in the human immune system.
引用
收藏
页数:11
相关论文
共 45 条
[21]   Comparative analysis of human coronaviruses focusing on nucleotide variability and synonymous codon usage patterns [J].
Das, Jayanta Kumar ;
Roy, Swarup .
GENOMICS, 2021, 113 (04) :2177-2188
[22]   Viral adaption of staphylococcal phage: A genome-based analysis of the selective preference based on codon usage Bias [J].
Ge, Zhiyi ;
Li, Xuerui ;
Cao, Xiaoan ;
Wang, Rui ;
Hu, Wen ;
Gen, Ling ;
Han, Shengyi ;
Shang, Youjun ;
Liu, Yongsheng ;
Zhou, Jian-hua .
GENOMICS, 2020, 112 (06) :4657-4665
[23]   Analysis of codon usage patterns in "Lonicerae Flos" (Lonicera macranthoides Hand. -Mazz.) based on transcriptome data [J].
Liu, Sisi ;
Qiao, Zhongquan ;
Wang, Xiaoming ;
Zeng, Huijie ;
Li, Yongxin ;
Cai, Neng ;
Chen, Yi .
GENE, 2019, 705 :127-132
[24]   Analysis of synonymous codon usage bias in D15 gene encoded surface antigen of Riemerella anatipestifer [J].
Feng, Bin ;
Zhu, Dekang ;
Wang, Xiaojia ;
Cheng, Anchun ;
Wang, Mingshu .
BIOTECHNOLOGY, CHEMICAL AND MATERIALS ENGINEERING II, PTS 1 AND 2, 2013, 641-642 :597-+
[25]   Analysis of codon usage pattern in Taenia saginata based on a transcriptome dataset [J].
Yang, Xing ;
Luo, Xuenong ;
Cai, Xuepeng .
PARASITES & VECTORS, 2014, 7
[26]   Analysis of codon usage patterns in Taenia pisiformis through annotated transcriptome data [J].
Chen, Lin ;
Liu, Tianfei ;
Yang, Deying ;
Nong, Xiang ;
Xie, Yue ;
Fu, Yan ;
Wu, Xuhang ;
Huang, Xing ;
Gu, Xiaobin ;
Wang, Shuxian ;
Peng, Xuerong ;
Yang, Guangyou .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2013, 430 (04) :1344-1348
[27]   Analysis of Codon Usage Patterns in Herbaceous Peony (Paeonia lactiflora Pall.) Based on Transcriptome Data [J].
Wu, Yanqing ;
Zhao, Daqiu ;
Tao, Jun .
GENES, 2015, 6 (04) :1125-1139
[28]   Analysis of codon usage patterns in citrus based on coding sequence data [J].
Shen, Zenan ;
Gan, Zhimeng ;
Zhang, Fa ;
Yi, Xinyao ;
Zhang, Jinzhi ;
Wan, Xiaohua .
BMC GENOMICS, 2020, 21 (Suppl 5)
[29]   De novo transcriptome assembly and analysis of the codon usage bias of the MADS-box gene family in Cymbidium kanran [J].
Luo, Huolin ;
Tao, Yuan ;
Yu, Wenjing ;
Luo, Liping ;
Yang, Boyun .
INDIAN JOURNAL OF GENETICS AND PLANT BREEDING, 2019, 79 (02) :485-493
[30]   Codon usage bias analysis of the spike protein of human coronavirus 229E and its host adaptability [J].
Lu, Meng ;
Wan, Wenbo ;
Li, Yuxing ;
Li, Haipeng ;
Sun, Bowen ;
Yu, Kang ;
Zhao, Jin ;
Franzo, Giovanni ;
Su, Shuo .
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2023, 253