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Jiao L, Jing Z, Zhang W, Su X, Yan H, Tian S. Codon Pattern and Context Analysis in Genes Triggering Alzheimer's Disease and Latent Tau Protein Aggregation Post-Anesthesia Exhibited Unique Molecular Patterns Associated with Functional Aspects. J Alzheimers Dis 2024; 97:1645-1660. [PMID: 38306048 DOI: 10.3233/jad-231142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Abstract
Background Previous reports have demonstrated post-operative dementia and Alzheimer's disease (AD), and increased amyloid-β levels and tau hyperphosphorylation have been observed in animal models post-anesthesia. Objective After surgical interventions, loss in memory has been observed that has been found linked with genes modulated after anesthesia. Present study aimed to study molecular pattern present in genes modulated post anesthesia and involved in characters progressing towards AD. Methods In the present study, 17 transcript variants belonging to eight genes, which have been found to modulate post-anesthesia and contribute to AD progression, were envisaged for their compositional features, molecular patterns, and codon and codon context-associated studies. Results The sequences' composition was G/C rich, influencing dinucleotide preference, codon preference, codon usage, and codon context. The G/C nucleotides being highly occurring nucleotides, CpGdinucleotides were also preferred; however, CpG was highly disfavored at p3-1 at the codon junction. The nucleotide composition of Cytosine exhibited a unique feature, and unlike other nucleotides, it did not correlate with codon bias. Contrarily, it correlated with the sequence lengths. The sequences were leucine-rich, and multiple leucine repeats were present, exhibiting the functional role of neuroprotection from neuroinflammation post-anesthesia. Conclusions The analysis pave the way to elucidate unique molecular patterns in genes modulated during anesthetic treatment and might help ameliorate the ill effects of anesthetics in the future.
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Affiliation(s)
- Liyuan Jiao
- Department of Anesthesiology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Ziye Jing
- Department of Anesthesiology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Wenjie Zhang
- Department of Anesthesiology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xuesen Su
- Department of Anesthesiology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Hualei Yan
- Department of Anesthesiology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Shouyuan Tian
- Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China
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Wang H, Liu S, Lv Y, Wei W. Codon usage bias of Venezuelan equine encephalitis virus and its host adaption. Virus Res 2023; 328:199081. [PMID: 36854361 DOI: 10.1016/j.virusres.2023.199081] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 09/14/2022] [Accepted: 02/24/2023] [Indexed: 03/02/2023]
Abstract
Venezuelan equine encephalitis virus (VEEV) is an emerging zoonotic virus in the alphavirus genus. It can be transmitted to humans due to spillover from equid-mosquito cycles. The symptoms caused by VEEV include fever, headache, myalgia, nausea, and vomiting. It can also cause encephalitis in severe cases. The evolutionary features of VEEV are largely unknown. In this study, we comprehensively analyzed the codon usage pattern of VEEV by computing a variety of indicators, such as effective number of codons (ENc), codon adaptation index (CAI), relative synonymous codon usage (RSCU), on 130 VEEV coding sequences retrieved from GenBank. The results showed that the codon usage bias of VEEV is relatively low. ENc-GC3s plot, neutrality plot, and CAI-ENc correlation analyses supported that translational selection plays an important role in shaping the codon usage pattern of VEEV whereas the mutation pressure has a minor influence. Analysis of RSCU values showed that most of the preferred codons in VEEV are C/G-ended. Analysis of dinucleotide composition found that all CG- and UA-containing codons are not preferentially used. Phylogenetic analysis showed that VEEV isolates can be clustered into three genera and evolutionary force affects the codon usage pattern. Furthermore, a correspondence analysis (COA) showed that aromaticity and hydrophobicity as well as geographical distribution also have certain effects on the codon usage variation of VEEV, suggesting the possible involvement of translational selection. Overall, the codon usage of VEEV is comparatively slight and translational selection might be the main factor that shapes the codon usage pattern of VEEV. This study will promote our understanding about the evolution of VEEV and its host adaption, and might provide some clues for preventing the cross-species transmission of VEEV.
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Affiliation(s)
- Hongju Wang
- Kaifeng Key Laboratory of Infection and Biological Safety, School of Basic Medical Sciences, Henan University, Kaifeng, China
| | - Shijie Liu
- School of Clinical Medicine, Henan University, Kaifeng, China
| | - Yao Lv
- School of Clinical Medicine, Henan University, Kaifeng, China
| | - Wenqiang Wei
- Kaifeng Key Laboratory of Infection and Biological Safety, School of Basic Medical Sciences, Henan University, Kaifeng, China.
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Rahman SU, Rehman HU, Rahman IU, Khan MA, Rahim F, Ali H, Chen D, Ma W. Evolution of codon usage in Taenia saginata genomes and its impact on the host. Front Vet Sci 2023; 9:1021440. [PMID: 36713873 PMCID: PMC9875090 DOI: 10.3389/fvets.2022.1021440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/03/2022] [Indexed: 01/13/2023] Open
Abstract
The beef tapeworm, also known as Taenia saginata, is a zoonotic tapeworm from the genus Taenia in the order Cyclophyllidea. Taenia saginata is a food-borne zoonotic parasite with a worldwide distribution. It poses serious health risks to the host and has a considerable negative socioeconomic impact. Previous studies have explained the population structure of T. saginata within the evolutionary time scale and adaptive evolution. However, it is still unknown how synonymous codons are used by T. saginata. In this study, we used 90 T. saginata strains, applying the codon usage bias (CUB). Both base content and relative synonymous codon usage (RSCU) analysis revealed that AT-ended codons were more frequently used in the genome of T. saginata. Further low CUB was observed from the effective number of codons (ENC) value. The neutrality plot analysis suggested that the dominant factor of natural selection was involved in the structuring of CUB in T. saginata. Further analysis showed that T. saginata has adapted host-specific codon usage patterns to sustain successful replication and transmission chains within hosts (Bos taurus and Homo sapiens). Generally, both natural selection and mutational pressure have an impact on the codon usage patterns of the protein-coding genes in T. saginata. This study is important because it characterized the codon usage pattern in the T. saginata genomes and provided the necessary data for a basic evolutionary study on them.
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Affiliation(s)
- Siddiq Ur Rahman
- Department of Computer Science and Bioinformatics, Khushal Khan Khattak University, Karak, Pakistan
| | - Hassan Ur Rehman
- Department of Computer Science and Bioinformatics, Khushal Khan Khattak University, Karak, Pakistan
| | - Inayat Ur Rahman
- Department of Botany, Khushal Khan Khattak University, Karak, Pakistan
| | - Muazzam Ali Khan
- Department of Botany, Bacha Khan University, Charsadda, KP, Pakistan
| | - Fazli Rahim
- Department of Botany, Bacha Khan University, Charsadda, KP, Pakistan
| | - Hamid Ali
- Department of Biotechnology and Genetic Engineering, Hazara University, Mansehra, Pakistan
| | - Dekun Chen
- College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
| | - Wentao Ma
- Veterinary Immunology Laboratory, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China,*Correspondence: Wentao Ma ✉
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Rahman SU, Rehman HU, Rahman IU, Rauf A, Alshammari A, Alharbi M, Haq NU, Suleria HAR, Raza SHA. Analysis of codon usage bias of lumpy skin disease virus causing livestock infection. Front Vet Sci 2022; 9:1071097. [PMID: 36544551 PMCID: PMC9762553 DOI: 10.3389/fvets.2022.1071097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 11/10/2022] [Indexed: 12/07/2022] Open
Abstract
Lumpy skin disease virus (LSDV) causes lumpy skin disease (LSD) in livestock, which is a double-stranded DNA virus that belongs to the genus Capripoxvirus of the family Poxviridae. LSDV is an important poxvirus that has spread out far and wide to become distributed worldwide. It poses serious health risks to the host and causes considerable negative socioeconomic impact on farmers financially and on cattle by causing ruminant-related diseases. Previous studies explained the population structure of the LSDV within the evolutionary time scale and adaptive evolution. However, it is still unknown and remains enigmatic as to how synonymous codons are used by the LSDV. Here, we used 53 LSDV strains and applied the codon usage bias (CUB) analysis to them. Both the base content and the relative synonymous codon usage (RSCU) analysis revealed that the AT-ended codons were more frequently used in the genome of LSDV. Further low codon usage bias was calculated from the effective number of codons (ENC) value. The neutrality plot analysis suggested that the dominant factor of natural selection played a role in the structuring of CUB in LSDV. Additionally, the results from a comparative analysis suggested that the LSDV has adapted host-specific codon usage patterns to sustain successful replication and transmission chains within hosts (Bos taurus and Homo sapiens). Both natural selection and mutational pressure have an impact on the codon usage patterns of the protein-coding genes in LSDV. This study is important because it has characterized the codon usage pattern in the LSDV genomes and has provided the necessary data for a basic evolutionary study on them.
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Affiliation(s)
- Siddiq Ur Rahman
- Department of Computer Science and Bioinformatics, Khushal Khan Khattak University, Karak, Pakistan,*Correspondence: Siddiq Ur Rahman
| | - Hassan Ur Rehman
- Department of Computer Science and Bioinformatics, Khushal Khan Khattak University, Karak, Pakistan
| | - Inayat Ur Rahman
- Department of Botany, Khushal Khan Khattak University, Karak, Pakistan
| | - Abdur Rauf
- Department of Chemistry, University of Swabi, Swabi, Pakistan
| | - Abdulrahman Alshammari
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Metab Alharbi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Noor ul Haq
- Department of Computer Science and Bioinformatics, Khushal Khan Khattak University, Karak, Pakistan
| | - Hafiz Ansar Rasul Suleria
- Faculty of Veterinary and Agricultural Sciences, School of Agriculture and Food, The University of Melbourne, Melbourne, VIC, Australia
| | - Sayed Haidar Abbas Raza
- College of Animal Science and Technology, Northwest A&F University, Xianyang, China,Safety of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou, China
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Tyagi A, Nagar V. Genome dynamics, codon usage patterns and influencing factors in Aeromonas hydrophila phages. Virus Res 2022; 320:198900. [PMID: 36029927 DOI: 10.1016/j.virusres.2022.198900] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 08/22/2022] [Accepted: 08/23/2022] [Indexed: 11/29/2022]
Abstract
In the present study, genome characteristics and codon usage patterns of 44 Aeromonas hydrophila phages were studied. Phage genomes varied from 30.8 to 262.0 kb with mean±SD and median values of 111.3 ± 81.4 kb and 79.4 kb, respectively. Though the great variation in phage GC contents (35.1-62.2%) was observed, GC contents of all phages (except two phages) were significantly less than the GC content (62.4 ± 5.6%) of the host. The effective number of codons (ENC) values of phage genes ranged from 27.7 to 61 with a mean±SD value of 47.4 ± 6.8. Out of a total 5773 phage genes, 207 (3.6%), 3,528 (61.1%) and 2,012 (34.9%) genes had strong (ENC < 35), moderate (35 < ENC < 50) and low (ENC ≥ 50) codon usage bias, respectively. During relative synonymous codon usage (RSCU) analysis, shared usage of preferred codons was also observed between the phages and host. During codon adaptation index (CAI) analysis, 1028 (17.8%) phage genes showed significant adaptation towards the host. Among these genes, 797 (78.0%) genes encoded hypothetical proteins or proteins of unknown function; whereas 118 (12%) genes encoded the phage structural and packaging proteins. Segregation of ENC, RSCU and CAI analysis results based on genome size also indicated that codon usage bias was more prominent in phages with small genomes. Correlation, neutrality and GC3 versus ENC analyzes indicated a more dominant role of natural selection in shaping the codon usage patterns of A. hydrophila phages. The findings of the current study could be useful from evolutionary and host-pathogen interaction perspectives leading to efficient utilization of phages for therapeutic and other applications.
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Affiliation(s)
- Anuj Tyagi
- Department of Aquatic Environment, College of Fisheries, Guru Angad Dev Veterinary and Animal Sciences University, Ludhiana, Punjab 141004, India.
| | - Vandan Nagar
- Food Microbiology Group, Food Technology Division, Bhabha Atomic Research Centre, Trombay, Mumbai, Maharashtra 400085, India
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MN M, KP S, Indrabalan UB, P K, Jacob SS, Subramaniam S, patil SS, SK K, Goroshi S. An extensive analysis of Codon usage pattern, Evolutionary rate, and Phylogeographic reconstruction in Foot and mouth disease (FMD) serotypes (A, Asia 1, and O) of six major climatic zones of India: A Comparative study. Acta Trop 2022; 236:106674. [DOI: 10.1016/j.actatropica.2022.106674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 08/27/2022] [Accepted: 08/29/2022] [Indexed: 11/16/2022]
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Nguyen TH, Wang D, Rahman SU, Bai H, Yao X, Chen D, Tao S. Analysis of codon usage patterns and influencing factors in rice tungro bacilliform virus. INFECTION GENETICS AND EVOLUTION 2021; 90:104750. [PMID: 33548490 DOI: 10.1016/j.meegid.2021.104750] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 01/08/2021] [Accepted: 01/29/2021] [Indexed: 12/17/2022]
Abstract
Rice tungro bacilliform virus (RTBV) belongs to genus Tungrovirus within the family Caulimoviridae harbors circular double-stranded DNA (dsDNA). Rice tungro disease (RTD) caused by RTBV, responsible for severe rice yield losses in South and Southeast Asia. Here, we performed a systematic evolutionary and codon usage bias (CUB) analysis of RTBV genome sequences. We analysed different bioinformatics techniques to calculate the nucleotide compositions, the relative synonymous codon usage (RSCU), and other indices. The results indicated slightly or low codon usage bias in RTBV isolates. Mutation and natural selection pressures have equally contributed to this low codon usage bias. Additionally, multiple factors such as host, geographical distribution also affect codon usage patterns in RTBV genomes. RSCU analysis revealed that RTBV shows mutation bias and prefers A and U ended codons to code amino acids. Codon usage patterns of RTBV were also found to be influenced by its host. This indicates that RTBV have evolved codon usage patterns that are specific to its host. The findings from this study are expected to increase our understanding of factors leading to viral evolution and fitness with respect to hosts and the environment.
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Affiliation(s)
- Thi Hung Nguyen
- College of Life Sciences and State Key Laboratory of Crop Stress Biology in Arid Areas, Northwest A&F University, Yangling, Shaanxi 712100, China; Department of Genetic Engineering, Agricultural Genetics Institute, Tuliem, Hanoi 100000, Viet Nam
| | - Dong Wang
- China animal health and epidemiology center, Qingdao, Shandong, China
| | - Siddiq Ur Rahman
- College of Life Sciences and State Key Laboratory of Crop Stress Biology in Arid Areas, Northwest A&F University, Yangling, Shaanxi 712100, China; Department of Computer Science and Bioinformatics, Khushal Khan Khattak university, Karak, Khyber Pakhtunkhwa 27200, Pakistan
| | - Haoxiang Bai
- College of Life Sciences and State Key Laboratory of Crop Stress Biology in Arid Areas, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Xiaoting Yao
- College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Dekun Chen
- College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi 712100, China.
| | - Shiheng Tao
- College of Life Sciences and State Key Laboratory of Crop Stress Biology in Arid Areas, Northwest A&F University, Yangling, Shaanxi 712100, China.
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Biological Characteristics and Patterns of Codon Usage Evolution for the African Genotype Zika Virus. Viruses 2020; 12:v12111306. [PMID: 33202554 PMCID: PMC7696518 DOI: 10.3390/v12111306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 10/11/2020] [Accepted: 10/12/2020] [Indexed: 11/17/2022] Open
Abstract
We investigated temporal trends of codon usage changes for different host species to determine their importance in Zika virus (ZIKV) evolution. Viral spillover resulting from the potential of codon adaptation to host genome was also assessed for the African genotype ZIKV in comparison to the Asian genotype. To improve our understanding on its zoonotic maintenance, we evaluated in vitro the biological properties of the African genotype ZIKV in vertebrate and mosquito cell lines. Analyses were performed in comparison to Yellow fever virus (YFV). Despite significantly lower codon adaptation index trends than YFV, ZIKV showed evident codon adaptation to vertebrate hosts, particularly for the green African monkey Chlorocebus aethiops. PCA and CAI analyses at the individual ZIKV gene level for both human and Aedes aegypti indicated a clear distinction between the two genotypes. African ZIKV isolates showed higher virulence in mosquito cells than in vertebrate cells. Their higher replication in mosquito cells than African YFV confirmed the role of mosquitoes in the natural maintenance of the African genotype ZIKV. An analysis of individual strain growth characteristics indicated that the widely used reference strain MR766 replicates poorly in comparison to African ZIKV isolates. The recombinant African Zika virus strain ArD128000*E/NS5 may be a good model to include in studies on the mechanism of host tropism, as it cannot replicate in the tested vertebrate cell line.
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Comprehensive analysis of synonymous codon usage patterns and influencing factors of porcine epidemic diarrhea virus. Arch Virol 2020; 166:157-165. [PMID: 33125585 PMCID: PMC7596632 DOI: 10.1007/s00705-020-04857-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 09/14/2020] [Indexed: 11/07/2022]
Abstract
Porcine epidemic diarrhea virus (PEDV) is an enteric pathogen belonging to the family Coronaviridae that causes the porcine epidemic diarrhea, a highly contagious disease with high mortality in piglets and symptoms that include dehydration and severe diarrhea. Considering the high frequency of genetic mutations in PEDV and its potential for interspecies transmission, as it can infect and replicate in bat and human cells, a comprehensive analysis of its codon usage bias was performed. The effective number of codons (ENC) and the relative synonymous codon usage (RSCU) were determined, revealing codon usage bias in the PEDV genome. Principal component analysis (PCA), an ENC plot, and a parity rule 2 (PR2) plot showed that mutation pressure and natural selection have influenced the codon usage bias of the PEDV genomes. Correlation analysis with GRAVY and aromaticity values and neutrality plot analysis indicated that natural selection was the main force influencing the codon usage pattern, while mutation pressure played a minor role. This study provides valuable basic data for further fundamental research on evolution of PEDV.
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Sexton NR, Ebel GD. Effects of Arbovirus Multi-Host Life Cycles on Dinucleotide and Codon Usage Patterns. Viruses 2019; 11:v11070643. [PMID: 31336898 PMCID: PMC6669465 DOI: 10.3390/v11070643] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 07/09/2019] [Accepted: 07/11/2019] [Indexed: 12/12/2022] Open
Abstract
Arthropod-borne viruses (arboviruses) of vertebrates including dengue, zika, chikungunya, Rift Valley fever, and blue tongue viruses cause extensive morbidity and mortality in humans, agricultural animals, and wildlife across the globe. As obligate intercellular pathogens, arboviruses must be well adapted to the cellular and molecular environment of both their arthropod (invertebrate) and vertebrate hosts, which are vastly different due to hundreds of millions of years of separate evolution. Here we discuss the comparative pressures on arbovirus RNA genomes as a result of a dual host life cycle, focusing on pressures that do not alter amino acids. We summarize what is currently known about arboviral genetic composition, such as dinucleotide and codon usage, and how cyclical infection of vertebrate and invertebrate hosts results in different genetic profiles compared with single-host viruses. To serve as a comparison, we compile what is known about arthropod tRNA, dinucleotide, and codon usages and compare this with vertebrates. Additionally, we discuss the potential roles of genetic robustness in arboviral evolution and how it may vary from other viruses. Overall, both arthropod and vertebrate hosts influence the resulting genetic composition of arboviruses, but a great deal remains to be investigated.
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Affiliation(s)
- Nicole R Sexton
- Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Gregory D Ebel
- Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA.
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Tao J, Yao H. Comprehensive analysis of the codon usage patterns of polyprotein of Zika virus. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2019; 150:43-49. [PMID: 31054849 DOI: 10.1016/j.pbiomolbio.2019.05.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 02/25/2019] [Accepted: 05/01/2019] [Indexed: 01/05/2023]
Abstract
Zika virus (ZIKV) is a mosquito-borne virus in the family Flaviviridae, and the massive outbreak of ZIKV has endangered public health. Codon usage patterns of viruses reflect a series of evolutionary changes that enable viruses to shape their survival rates and fitness toward the external environment and, most importantly, their hosts. In this study, 90 ZIKV isolates were used for a comprehensive analysis on the codon usage patterns. The overall codon usage among ZIKV strains is similar and slightly biased. The value of effective number of codons (ENC) showed that the overall extent of codon usage bias in ZIKV is relatively low. Nucleotide analysis showed that the overall codon usage is biased toward A- and G-ending codons. The phylogenetic analysis indicated that their independent evolutionary origins from a common ancestor. The RSCU analysis showed that the codon usage pattern of ZIKV is more similar to that of Homo sapiens. Correlation analysis, Correspondence analysis, ENC-GC3S plot, and PR2 plot indicated that the codon usage patterns of the viruses are not only influenced by mutational pressure but also by natural selection, but neutrality plot analysis showed that the latter plays a major role. These results built the base for further research on the molecular evolution of ZIKV.
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Affiliation(s)
- Jun Tao
- College of Life Science, Sichuan Agriculture University, Ya'an, 625014, Sichuan, PR China
| | - Huipeng Yao
- College of Life Science, Sichuan Agriculture University, Ya'an, 625014, Sichuan, PR China.
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Lin D, Li L, Xie T, Yin Q, Saksena N, Wu R, Li W, Dai G, Ma J, Zhou X, Chen X. Codon usage variation of Zika virus: The potential roles of NS2B and NS4A in its global pandemic. Virus Res 2018; 247:71-83. [PMID: 29428601 DOI: 10.1016/j.virusres.2018.01.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 01/26/2018] [Accepted: 01/29/2018] [Indexed: 12/18/2022]
Abstract
A comprehensive demonstration of Zika virus (ZIKV) molecular evolution is essential for understanding its adaptation and expansion in its recent pandemics. Despite several studies on mutations and codon usage in ZIKVs, the variations in codon usage patterns across individual genes and their biological implication remains unclear. Here, we performed a gene-by-gene comparison of the codon usage variation in ZIKVs of the African and Asian lineages. We found that besides the evidence of positive selection (Ka/Ks >1) in the Asian lineage of the ZIKV genome, codon usage patterns were gene-specific and codon usage variation of ZIKV genes, was possibly constrained by their individual functional features, such as transmembrane domains, or antigenicity. In particular, the NS2B and NS4A genes showed distinct codon usage patterns, clearly separating them from the clusters of other genes in the correspondence analysis (CA). In the Asian lineage, the NS2B and NS4A genes showed the highest codon usage bias (ENC values: 51.01 ± 0.72 and 48.89 ± 0.99 respectively), and were subjected to the highest translation selection (ENCobs/ENCexp ratio: 0.847 ± 0.0297 and 0.828 ± 0.0233 respectively) in comparison to the African lineages of ZIKV. The CpG frequency of the NS2B showed a gradual ascending trend in the Asian ZIKV lineages, while in NS4A it was constrained along with the expansion of the Asian lineage. Furthermore, between the African and Asian lineages, differentiated and specific over-represented codons were more prominent in the NS2B and NS4A. Together, our study implies that ZIKVs are in the process of evolutionary fine tuning their codon as seen in the recent pandemics, and NS2B and NS4A could have played a potential role in the molecular evolution of the Asian lineage and their establishment.
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Affiliation(s)
- Dechun Lin
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen 518083, Guangdong, China; BGI-Shenzhen, Shenzhen 518083, Guangdong, China; China National Genebank, BGI-Shenzhen, Shenzhen 518083, Guangdong, China.
| | - Liqiang Li
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China; China National Genebank, BGI-Shenzhen, Shenzhen 518083, Guangdong, China.
| | - Tian Xie
- Department of Pathogen Biology, Key Laboratory of Prevention and Control for Emerging Infectious Diseases of Guangdong Higher Institutes, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Qingqing Yin
- Department of Pathogen Biology, Key Laboratory of Prevention and Control for Emerging Infectious Diseases of Guangdong Higher Institutes, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Nitin Saksena
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China; China National Genebank, BGI-Shenzhen, Shenzhen 518083, Guangdong, China.
| | - Rangke Wu
- The School of Foreign Studies, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Wanyu Li
- Department of Pathogen Biology, Key Laboratory of Prevention and Control for Emerging Infectious Diseases of Guangdong Higher Institutes, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Geyang Dai
- Department of Pathogen Biology, Key Laboratory of Prevention and Control for Emerging Infectious Diseases of Guangdong Higher Institutes, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Jinmin Ma
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China; China National Genebank, BGI-Shenzhen, Shenzhen 518083, Guangdong, China; Department of Biology, University of Copenhagen, Copenhagen, Denmark.
| | - Xiaohong Zhou
- Department of Pathogen Biology, Key Laboratory of Prevention and Control for Emerging Infectious Diseases of Guangdong Higher Institutes, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Xiaoguang Chen
- Department of Pathogen Biology, Key Laboratory of Prevention and Control for Emerging Infectious Diseases of Guangdong Higher Institutes, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, Guangdong, China.
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Göertz GP, Abbo SR, Fros JJ, Pijlman GP. Functional RNA during Zika virus infection. Virus Res 2017; 254:41-53. [PMID: 28864425 DOI: 10.1016/j.virusres.2017.08.015] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 08/28/2017] [Accepted: 08/28/2017] [Indexed: 12/24/2022]
Abstract
Zika virus (ZIKV; family Flaviviridae; genus Flavivirus) is a pathogenic mosquito-borne RNA virus that currently threatens human health in the Americas, large parts of Asia and occasionally elsewhere in the world. ZIKV infection is often asymptomatic but can cause severe symptoms including congenital microcephaly and Guillain-Barré syndrome. The positive single-stranded RNA genome of the mosquito-borne ZIKV requires effective replication in two evolutionary distinct hosts - mosquitoes and primates. In addition to some of the viral proteins, the ZIKV genomic RNA and functional RNAs produced thereof aid in the establishment of productive infection and the evasion of host cell antiviral responses. ZIKV has evolved to contain a nucleotide composition and RNA modifications, such as methylation and the formation of G-quadruplexes that allow effective replication in both hosts. Furthermore, a number of host factors interact with the viral genome to modulate RNA replication. Importantly, the ZIKV genome produces non-coding subgenomic flavivirus RNA (sfRNA) due to stalling of host 5'- 3' ribonucleases on viral RNA structures in the 3' untranslated region (UTR). This sfRNA (sfRNA) exerts important proviral functions such as antagonizing the innate interferon response and RNA interference. Here, we discuss the ZIKV genomic RNA and functional RNAs thereof to assess their significance during ZIKV infection. Understanding the details of the ZIKV infection cycle will aid in the development of effective antiviral strategies and safe vaccines.
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Affiliation(s)
- Giel P Göertz
- Laboratory of Virology, Wageningen University & Research, Wageningen, The Netherlands.
| | - Sandra R Abbo
- Laboratory of Virology, Wageningen University & Research, Wageningen, The Netherlands.
| | - Jelke J Fros
- Laboratory of Virology, Wageningen University & Research, Wageningen, The Netherlands; Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxford, UK.
| | - Gorben P Pijlman
- Laboratory of Virology, Wageningen University & Research, Wageningen, The Netherlands.
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