1
|
Sun W, Li M, Wang J. Characteristics of duplicated gene expression and DNA methylation regulation in different tissues of allopolyploid Brassica napus. BMC PLANT BIOLOGY 2024; 24:518. [PMID: 38851683 PMCID: PMC11162574 DOI: 10.1186/s12870-024-05245-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 06/04/2024] [Indexed: 06/10/2024]
Abstract
Plant polyploidization increases the complexity of epigenomes and transcriptional regulation, resulting in genome evolution and enhanced adaptability. However, few studies have been conducted on the relationship between gene expression and epigenetic modification in different plant tissues after allopolyploidization. In this study, we studied gene expression and DNA methylation modification patterns in four tissues (stems, leaves, flowers and siliques) of Brassica napusand its diploid progenitors. On this basis, the alternative splicing patterns and cis-trans regulation patterns of four tissues in B. napus and its diploid progenitors were also analyzed. It can be seen that the number of alternative splicing occurs in the B. napus is higher than that in the diploid progenitors, and the IR type increases the most during allopolyploidy. In addition, we studied the fate changes of duplicated genes after allopolyploidization in B. napus. We found that the fate of most duplicated genes is conserved, but the number of neofunctionalization and specialization is also large. The genetic fate of B. napus was classified according to five replication types (WGD, PD, DSD, TD, TRD). This study also analyzed generational transmission analysis of expression and DNA methylation patterns. Our study provides a reference for the fate differentiation of duplicated genes during allopolyploidization.
Collapse
Affiliation(s)
- Weiqi Sun
- State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072, China
| | - Mengdi Li
- State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072, China
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, College of Life Sciences, Northwest University, Xi'an, 710069, China
| | - Jianbo Wang
- State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072, China.
| |
Collapse
|
2
|
Liu Y, Liang N, Xian Q, Zhang W. GC heterogeneity reveals sequence-structures evolution of angiosperm ITS2. BMC PLANT BIOLOGY 2023; 23:608. [PMID: 38036992 PMCID: PMC10691020 DOI: 10.1186/s12870-023-04634-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 11/26/2023] [Indexed: 12/02/2023]
Abstract
BACKGROUND Despite GC variation constitutes a fundamental element of genome and species diversity, the precise mechanisms driving it remain unclear. The abundant sequence data available for the ITS2, a commonly employed phylogenetic marker in plants, offers an exceptional resource for exploring the GC variation across angiosperms. RESULTS A comprehensive selection of 8666 species, comprising 165 genera, 63 families, and 30 orders were used for the analyses. The alignment of ITS2 sequence-structures and partitioning of secondary structures into paired and unpaired regions were performed using 4SALE. Substitution rates and frequencies among GC base-pairs in the paired regions of ITS2 were calculated using RNA-specific models in the PHASE package. The results showed that the distribution of ITS2 GC contents on the angiosperm phylogeny was heterogeneous, but their increase was generally associated with ITS2 sequence homogenization, thereby supporting the occurrence of GC-biased gene conversion (gBGC) during the concerted evolution of ITS2. Additionally, the GC content in the paired regions of the ITS2 secondary structure was significantly higher than that of the unpaired regions, indicating the selection of GC for thermodynamic stability. Furthermore, the RNA substitution models demonstrated that base-pair transformations favored both the elevation and fixation of GC in the paired regions, providing further support for gBGC. CONCLUSIONS Our findings highlight the significance of secondary structure in GC investigation, which demonstrate that both gBGC and structure-based selection are influential factors driving angiosperm ITS2 GC content.
Collapse
Affiliation(s)
- Yubo Liu
- Marine College, Shandong University, Weihai, 264209, China
- Division of Physical Biology, CAS Key Laboratory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 201800, China
| | - Nan Liang
- Marine College, Shandong University, Weihai, 264209, China
- Allergy Department, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Qing Xian
- Marine College, Shandong University, Weihai, 264209, China
| | - Wei Zhang
- Marine College, Shandong University, Weihai, 264209, China.
| |
Collapse
|
3
|
Comparative analysis of mitochondrial genomes reveals family-specific architectures and molecular features in scorpions (Arthropoda: Arachnida: Scorpiones). Gene 2023; 859:147189. [PMID: 36657651 DOI: 10.1016/j.gene.2023.147189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/19/2022] [Accepted: 01/06/2023] [Indexed: 01/17/2023]
Abstract
Scorpions are a group of arachnids with great evolutionary success that comprise more than 2,000 described species. Mitochondrial genomes have been little studied in this clade. We describe and compare different scorpion mitochondrial genomes and analyze their architecture and molecular characteristics. We assembled eight new scorpion mitochondrial genomes from transcriptomic datasets, annotated them, predicted the secondary structures of tRNAs, and compared the nucleotide composition, codon usage, and relative synonymous codon usage of 16 complete scorpion mitochondrial genomes. Lastly, we provided a phylogeny based on all mitochondrial protein coding genes. We characterized the mitogenomes in detail and reported particularities such as dissimilar synteny in the family Buthidae compared to other scorpions, unusual tRNA secondary structures, and unconventional start and stop codons in all scorpions. Our comparative analysis revealed that scorpion mitochondrial genomes exhibit different architectures and features depending on taxonomic identity. We highlight the parvorder Buthida, particularly the family Buthidae, as it invariably exhibited different mitogenome features such as synteny, codon usage, and AT-skew compared to the parvorder Iurida that included the rest of the scorpion families we analyzed in this study. Our results provide a better understanding of the evolution of mitogenome features and phylogenetic relationships in scorpions.
Collapse
|
4
|
Mortazavi M, Torkzadeh-Mahani M, Rahimi M, Maleki M, Lotfi S, Riahi-Madvar A. Effects of synonymous mutations on kinetic properties and structure of firefly luciferase: Molecular dynamics simulation, molecular docking, RNA folding, and experimental study. Int J Biol Macromol 2023; 235:123835. [PMID: 36870640 DOI: 10.1016/j.ijbiomac.2023.123835] [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] [Received: 11/17/2022] [Revised: 02/19/2023] [Accepted: 02/21/2023] [Indexed: 03/06/2023]
Abstract
Although synonymous mutations have long been thought to lack striking results, a growing body of research shows these mutations have highly variable effects. In this study, the impact of synonymous mutations in the development of thermostable luciferase was investigated using a combination of experimental and theoretical approaches. Using bioinformatics analysis, the codon usage features in the Lampyridae family's luciferases were studied and four synonymous mutations of Arg in luciferase were created. An exciting result was that the analysis of kinetic parameters showed a slight increase in the thermal stability of the mutant luciferase. AutoDock Vina, %MinMax algorithm, and UNAFold Server were used to perform molecular docking, folding rate, and RNA folding, respectively. Here, it was assumed that in the region (Arg337) with a moderate propensity for coil, synonymous mutation altered the rate of translation, which in turn may lead to a slight change in the structure of the enzyme. According to the molecular dynamics simulation data, local minor global flexibility is observed in the context of the protein conformation. A plausible explanation is that this flexibility may strengthen hydrophobic interactions due to its sensitivity to a molecular collision. Accordingly, thermostability originated mainly from hydrophobic interaction.
Collapse
Affiliation(s)
- Mojtaba Mortazavi
- Department of Biotechnology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman 7631885356, Iran.
| | - Masoud Torkzadeh-Mahani
- Department of Biotechnology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman 7631885356, Iran
| | - Mehdi Rahimi
- Department of Biotechnology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman 7631885356, Iran
| | - Mahmood Maleki
- Department of Biotechnology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman 7631885356, Iran
| | - Safa Lotfi
- Department of Biotechnology, Institute of Science and High Technology and Environmental Sciences, Graduate University of Advanced Technology, Kerman 7631885356, Iran
| | - Ali Riahi-Madvar
- Department of Molecular and Cell Biology, Faculty of Basic Sciences, Kosar University of Bojnord, Bojnord, Iran
| |
Collapse
|
5
|
Savinkova LK, Sharypova EB, Kolchanov NA. On the Role of TATA Boxes and TATA-Binding Protein in Arabidopsis thaliana. PLANTS (BASEL, SWITZERLAND) 2023; 12:1000. [PMID: 36903861 PMCID: PMC10005294 DOI: 10.3390/plants12051000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 01/13/2023] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
For transcription initiation by RNA polymerase II (Pol II), all eukaryotes require assembly of basal transcription machinery on the core promoter, a region located approximately in the locus spanning a transcription start site (-50; +50 bp). Although Pol II is a complex multi-subunit enzyme conserved among all eukaryotes, it cannot initiate transcription without the participation of many other proteins. Transcription initiation on TATA-containing promoters requires the assembly of the preinitiation complex; this process is triggered by an interaction of TATA-binding protein (TBP, a component of the general transcription factor TFIID (transcription factor II D)) with a TATA box. The interaction of TBP with various TATA boxes in plants, in particular Arabidopsis thaliana, has hardly been investigated, except for a few early studies that addressed the role of a TATA box and substitutions in it in plant transcription systems. This is despite the fact that the interaction of TBP with TATA boxes and their variants can be used to regulate transcription. In this review, we examine the roles of some general transcription factors in the assembly of the basal transcription complex, as well as functions of TATA boxes of the model plant A. thaliana. We review examples showing not only the involvement of TATA boxes in the initiation of transcription machinery assembly but also their indirect participation in plant adaptation to environmental conditions in responses to light and other phenomena. Examples of an influence of the expression levels of A. thaliana TBP1 and TBP2 on morphological traits of the plants are also examined. We summarize available functional data on these two early players that trigger the assembly of transcription machinery. This information will deepen the understanding of the mechanisms underlying transcription by Pol II in plants and will help to utilize the functions of the interaction of TBP with TATA boxes in practice.
Collapse
|
6
|
Tyagi S, Kabade PG, Gnanapragasam N, Singh UM, Gurjar AKS, Rai A, Sinha P, Kumar A, Singh VK. Codon Usage Provide Insights into the Adaptation of Rice Genes under Stress Condition. Int J Mol Sci 2023; 24:ijms24021098. [PMID: 36674611 PMCID: PMC9861248 DOI: 10.3390/ijms24021098] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 12/14/2022] [Accepted: 12/17/2022] [Indexed: 01/09/2023] Open
Abstract
Plants experience different stresses, i.e., abiotic, or biotic, and to combat them, plants re-program the expression of growth-, metabolism-, and resistance-related genes. These genes differ in their synonymous codon usage frequency and show codon usage bias. Here, we investigated the correlation among codon usage bias, gene expression, and underlying mechanisms in rice under abiotic and biotic stress conditions. The results indicated that genes with higher expression (up- or downregulated) levels had high GC content (≥60%), a low effective number of codon usage (≤40), and exhibited strong biases towards the codons with C/G at the third nucleotide position, irrespective of stress received. TTC, ATC, and CTC were the most preferred codons, while TAC, CAC, AAC, GAC, and TGC were moderately preferred under any stress (abiotic or biotic) condition. Additionally, downregulated genes are under mutational pressure (R2 ≥ 0.5) while upregulated genes are under natural selection pressure (R2 ≤ 0.5). Based on these results, we also identified the possible target codons that can be used to design an optimized set of genes with specific codons to develop climate-resilient varieties. Conclusively, under stress, rice has a bias towards codon usage which is correlated with GC content, gene expression level, and gene length.
Collapse
Affiliation(s)
- Swati Tyagi
- International Rice Research Institute-South Asia Regional Centre (ISARC), Varanasi 221106, India
| | | | - Niranjani Gnanapragasam
- International Rice Research Institute (IRRI)-South-Asia Hub, International Crops Research Institute for the Semi-Arid Tropics, Hyderabad 502324, India
| | - Uma Maheshwar Singh
- International Rice Research Institute-South Asia Regional Centre (ISARC), Varanasi 221106, India
| | | | - Ashutosh Rai
- International Rice Research Institute-South Asia Regional Centre (ISARC), Varanasi 221106, India
| | - Pallavi Sinha
- International Rice Research Institute (IRRI)-South-Asia Hub, International Crops Research Institute for the Semi-Arid Tropics, Hyderabad 502324, India
| | - Arvind Kumar
- International Rice Research Institute-South Asia Regional Centre (ISARC), Varanasi 221106, India
| | - Vikas Kumar Singh
- International Rice Research Institute-South Asia Regional Centre (ISARC), Varanasi 221106, India
- International Rice Research Institute (IRRI)-South-Asia Hub, International Crops Research Institute for the Semi-Arid Tropics, Hyderabad 502324, India
- Correspondence:
| |
Collapse
|
7
|
GC content of plant genes is linked to past gene duplications. PLoS One 2022; 17:e0261748. [PMID: 35025913 PMCID: PMC8758071 DOI: 10.1371/journal.pone.0261748] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 12/09/2021] [Indexed: 11/24/2022] Open
Abstract
The frequency of G and C nucleotides in genomes varies from species to species, and sometimes even between different genes in the same genome. The monocot grasses have a bimodal distribution of genic GC content absent in dicots. We categorized plant genes from 5 dicots and 4 monocot grasses by synteny to related species and determined that syntenic genes have significantly higher GC content than non-syntenic genes at their 5`-end in the third position within codons for all 9 species. Lower GC content is correlated with gene duplication, as lack of synteny to distantly related genomes is associated with past interspersed gene duplications. Two mutation types can account for biased GC content, mutation of methylated C to T and gene conversion from A to G. Gene conversion involves non-reciprocal exchanges between homologous alleles and is not detectable when the alleles are identical or heterozygous for presence-absence variation, both likely situations for genes duplicated to new loci. Gene duplication can cause production of siRNA which can induce targeted methylation, elevating mC→T mutations. Recently duplicated plant genes are more frequently methylated and less likely to undergo gene conversion, each of these factors synergistically creating a mutational environment favoring AT nucleotides. The syntenic genes with high GC content in the grasses compose a subset that have undergone few duplications, or for which duplicate copies were purged by selection. We propose a “biased gene duplication / biased mutation” (BDBM) model that may explain the origin and trajectory of the observed link between duplication and genic GC bias. The BDBM model is supported by empirical data based on joint analyses of 9 angiosperm species with their genes categorized by duplication status, GC content, methylation levels and functional classes.
Collapse
|
8
|
Genome-Wide Prediction of Transcription Start Sites in Conifers. Int J Mol Sci 2022; 23:ijms23031735. [PMID: 35163661 PMCID: PMC8836283 DOI: 10.3390/ijms23031735] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/30/2022] [Accepted: 02/01/2022] [Indexed: 02/04/2023] Open
Abstract
The identification of promoters is an essential step in the genome annotation process, providing a framework for gene regulatory networks and their role in transcription regulation. Despite considerable advances in the high-throughput determination of transcription start sites (TSSs) and transcription factor binding sites (TFBSs), experimental methods are still time-consuming and expensive. Instead, several computational approaches have been developed to provide fast and reliable means for predicting the location of TSSs and regulatory motifs on a genome-wide scale. Numerous studies have been carried out on the regulatory elements of mammalian genomes, but plant promoters, especially in gymnosperms, have been left out of the limelight and, therefore, have been poorly investigated. The aim of this study was to enhance and expand the existing genome annotations using computational approaches for genome-wide prediction of TSSs in the four conifer species: loblolly pine, white spruce, Norway spruce, and Siberian larch. Our pipeline will be useful for TSS predictions in other genomes, especially for draft assemblies, where reliable TSS predictions are not usually available. We also explored some of the features of the nucleotide composition of the predicted promoters and compared the GC properties of conifer genes with model monocot and dicot plants. Here, we demonstrate that even incomplete genome assemblies and partial annotations can be a reliable starting point for TSS annotation. The results of the TSS prediction in four conifer species have been deposited in the Persephone genome browser, which allows smooth visualization and is optimized for large data sets. This work provides the initial basis for future experimental validation and the study of the regulatory regions to understand gene regulation in gymnosperms.
Collapse
|
9
|
Chakraborty S, Basumatary P, Nath D, Paul S, Uddin A. Compositional features and pattern of codon usage for mitochondrial CO genes among reptiles. Mitochondrion 2021; 62:111-121. [PMID: 34793987 DOI: 10.1016/j.mito.2021.11.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 11/02/2021] [Accepted: 11/10/2021] [Indexed: 11/27/2022]
Abstract
The phenomenon of non-random occurrence of synonymous nucleotide triplets (codons) in the coding sequences of genes is the codon usage bias (CUB). In this study, we used bioinformatic tool kit to analyze the compositional pattern and CUB of mitogenes namely COI, COII and COIII across different orders of reptiles. Estimation of overall base composition in the protein-coding sequences of COI, COII and COIII genes of the reptilian orders revealed an uneven usage of nucleotides. The overall count of A nucleotide was found to be the highest while the overall count of G nucleotide was the least. The CO genes across the three reptilian orders were prominently AT biased. Comparison of the GC proportion at each codon position displayed that GC1 percentage ranked the highest in all the three CO genes of the reptilian orders. SCUO values indicated weaker CUB, while considerable variation of SCUO values existed in the three CO genes across the studied reptiles. Relative synonymous codon usage (RSCU) values indicated that mostly the A ending codons were preferred. Based on the parameters namely neutrality plot, mutational responsive index and translational selection, we could conclude that natural selection was the major evolutionary force in COI, COII and COIII genes in the studied reptilian orders. However, correspondence analysis, parity plot and correlation studies indicated the existence of mutation pressure as well on the CO genes.
Collapse
Affiliation(s)
- Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar 788011, Assam, India.
| | | | - Durbba Nath
- Department of Biotechnology, Assam University, Silchar 788011, Assam, India
| | - Sunanda Paul
- Department of Biotechnology, Assam University, Silchar 788011, Assam, India
| | - Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi788150, Assam, India.
| |
Collapse
|
10
|
Hussain Z, Sun Y, Shah SH, Khan H, Ali S, Iqbal A, Zia MA, Ali SS. The dynamics of genome size and GC contents evolution in genus Nicotiana. BRAZ J BIOL 2021; 83:e245372. [PMID: 34669791 DOI: 10.1590/1519-6984.245372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Accepted: 05/11/2021] [Indexed: 11/22/2022] Open
Abstract
Hybridization and Polyploidization are most common of the phenomenon observed in plants, especially in the genus Nicotiana leading to the duplication of genome. Although genomic changes associated with these events has been studied at various levels but the genome size and GC content variation is less understood because of absence of sufficient genomic data. In this study the flow cytometry technique was used to uncover the genome size and GC contents of 46 Nicotiana species and we compared the genomic changes associated with the hybridization events along evolutionary time scale. The genome size among Nicotiana species varied between 3.28 pg and 11.88 pg whereas GC contents varied between 37.22% and 51.25%. The tetraploid species in genus Nicotiana including section Polydiclae, Repandae, Nicotiana, Rustica and Sauveolentes revealed both up and downsizing in their genome sizes when compared to the sum of genomes of their ancestral species. The genome sizes of three homoploid hybrids were found near their ancestral species. Loss of large genome sequence was observed in the evolutionary more aged species (>10 Myr) as compared to the recently evolved one's (<0.2 Myr). The GC contents were found homogenous with a mean difference of 2.46% among the Nicotiana species. It is concluded that genome size change appeared in either direction whereas the GC contents were found more homogenous in genus Nicotiana.
Collapse
Affiliation(s)
- Z Hussain
- Chinese Academy of Agricultural Sciences, Qingdao, Shandong, China
- University of Swat, Centre for Biotechnology and Microbiology, Mingora, Swat, Khyber Pukhtunkhwa, Pakistan
| | - Y Sun
- Chinese Academy of Agricultural Sciences, Qingdao, Shandong, China
| | - S H Shah
- Allama Iqbal Open University, Faculty of Sciences, Department of Agricultural Sciences, Islamabad, Pakistan
| | - H Khan
- Quid-e-Azam University, Department of Biotechnology, Islamabad, Pakistan
| | - S Ali
- University of Swat, Centre for Biotechnology and Microbiology, Mingora, Swat, Khyber Pukhtunkhwa, Pakistan
| | - A Iqbal
- University of Swat, Centre for Biotechnology and Microbiology, Mingora, Swat, Khyber Pukhtunkhwa, Pakistan
| | - M A Zia
- National Agricultural Research Centre - NARC, National Institute for Genomics and Advanced Biotechnology - NIGAB, Islamabad, Pakistan
| | - S S Ali
- University of Swat, Centre for Biotechnology and Microbiology, Mingora, Swat, Khyber Pukhtunkhwa, Pakistan
| |
Collapse
|
11
|
Bu Y, Wu X, Sun N, Man Y, Jing Y. Codon usage bias predicts the functional MYB10 gene in Populus. JOURNAL OF PLANT PHYSIOLOGY 2021; 265:153491. [PMID: 34399121 DOI: 10.1016/j.jplph.2021.153491] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 08/04/2021] [Accepted: 08/04/2021] [Indexed: 06/13/2023]
Abstract
Analysis of codon usage bias (CUB) in different species can reveal the patterns of genetic information transfer across those species. To better understand the characteristics of MYB10-a key regulator of anthocyanin biosynthesis-and identify the true (functional) MYB10 gene among the two candidates in Populus, we analysed the coding sequences of MYB10 genes in 10 different species using Codon W, CHIPS, CUSP, and CAI. Majority of the optimal amino acid codons of MYB10 genes ended with A/U, and GGA, UCA, GCA, AGA, and CCA were over-represented in all plant species studied. Among the two most promising MYB10 gene candidates in Populus, Potri.17G125700 shared a higher similarity of codon usage with MYB10 genes from other plant species, suggesting that it encodes the functional MYB10 in Populus. We verified this speculation by cloning both candidate MYB10 genes from Populus into vectors to produce transiently transformed seedlings. Colour phenotypes and anthocyanin content of the transiently transformed seedlings indicated that Potri.17G125700 encodes the true MYB10 transcription factor, which positively regulates anthocyanin accumulation in Populus. Furthermore, CUB analysis was used to select the most promising MYB12 candidate in Malus sp. (crabapple). Our results demonstrate the effectiveness of CUB analysis as a promising method to identify the functional gene from a set of candidates in long-living plants with complex genetics.
Collapse
Affiliation(s)
- Yufen Bu
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China; Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China.
| | - Xinyuan Wu
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China; Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China.
| | - Na Sun
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China; Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China.
| | - Yi Man
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China; Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China.
| | - Yanping Jing
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China; Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, Beijing Forestry University, No. 35 Qinghua East Road, Beijing, 100083, China.
| |
Collapse
|
12
|
Hu D, Yu Y, Wang C, Long Y, Liu Y, Feng L, Lu D, Liu B, Jia J, Xia R, Du J, Zhong X, Gong L, Wang K, Zhai J. Multiplex CRISPR-Cas9 editing of DNA methyltransferases in rice uncovers a class of non-CG methylation specific for GC-rich regions. THE PLANT CELL 2021; 33:2950-2964. [PMID: 34117872 PMCID: PMC8462809 DOI: 10.1093/plcell/koab162] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 06/04/2021] [Indexed: 05/28/2023]
Abstract
DNA methylation in the non-CG context is widespread in the plant kingdom and abundant in mammalian tissues such as the brain and pluripotent cells. Non-CG methylation in Arabidopsis thaliana is coordinately regulated by DOMAINS REARRANGED METHYLTRANSFERASE (DRM) and CHROMOMETHYLASE (CMT) proteins but has yet to be systematically studied in major crops due to difficulties in obtaining genetic materials. Here, utilizing the highly efficient multiplex CRISPR-Cas9 genome-editing system, we created single- and multiple-knockout mutants for all the nine DNA methyltransferases in rice (Oryza sativa) and profiled their whole-genome methylation status at single-nucleotide resolution. Surprisingly, the simultaneous loss of DRM2, CHROMOMETHYLASE3 (CMT2), and CMT3 functions, which completely erases all non-CG methylation in Arabidopsis, only partially reduced it in rice. The regions that remained heavily methylated in non-CG contexts in the rice Os-dcc (Osdrm2/cmt2/cmt3a) triple mutant had high GC contents. Furthermore, the residual non-CG methylation in the Os-dcc mutant was eliminated in the Os-ddccc (Osdrm2/drm3/cmt2/cmt3a/cmt3b) quintuple mutant but retained in the Os-ddcc (Osdrm2/drm3/cmt2/cmt3a) quadruple mutant, demonstrating that OsCMT3b maintains non-CG methylation in the absence of other major methyltransferases. Our results showed that OsCMT3b is subfunctionalized to accommodate a distinct cluster of non-CG-methylated sites at highly GC-rich regions in the rice genome.
Collapse
Affiliation(s)
- Daoheng Hu
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Yiming Yu
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Chun Wang
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
| | - Yanping Long
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Yue Liu
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Li Feng
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Dongdong Lu
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Bo Liu
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Jinbu Jia
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Rui Xia
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Jiamu Du
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Xuehua Zhong
- Laboratory of Genetics & Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Lei Gong
- Key Laboratory of Molecular Epigenetics of the Ministry of Education, Northeast Normal University, Changchun 130024, China
| | - Kejian Wang
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
| | - Jixian Zhai
- School of Life Sciences & Institute of Plant and Food Science & Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| |
Collapse
|
13
|
Mazumder GA, Uddin A, Chakraborty S. Analysis of codon usage bias in mitochondrial CO gene among platyhelminthes. Mol Biochem Parasitol 2021; 245:111410. [PMID: 34487743 DOI: 10.1016/j.molbiopara.2021.111410] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 08/19/2021] [Accepted: 08/27/2021] [Indexed: 11/17/2022]
Abstract
The phenomenon of non-uniform usage of the synonymous codons, where some codons are given more preference to others, is known as codon usage bias (CUB). CUB is known to be determined by two major evolutionary forces i.e. mutation pressure and selection. We used various approaches to understand the codon usage pattern in mitochondrial CO (MT-CO) genes involved in complex IV of the respiratory chain (RC) as no work was reported yet. Our present study revealed that CUB was relatively high and the coding sequences were rich in A and T. Correspondence analysis further indicated that A/T compositional properties under mutational pressure might be affecting the codon usage pattern and was different in different classes for MT-CO gene. A highly significant correlation between A% and A3%, T% and T3%, G% and G3%, C% and C3%, GC% and GC3% in all the classes indicated that compositional constraints under mutational pressure and natural selection might affect the CUB. Neutrality plot indicated that both natural selection and mutational bias affected the CUB, where, natural selection played the major role as compared to mutational pressure.
Collapse
Affiliation(s)
- Gulshana A Mazumder
- Department of Biotechnology, Assam University, Silchar, 788011, Assam, India
| | - Arif Uddin
- Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi, 788150, Assam, India
| | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, 788011, Assam, India.
| |
Collapse
|
14
|
Watts A, Sankaranarayanan S, Watts A, Raipuria RK. Optimizing protein expression in heterologous system: Strategies and tools. Meta Gene 2021. [DOI: 10.1016/j.mgene.2021.100899] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
|
15
|
Loskutov IG, Gnutikov AA, Blinova EV, Rodionov AV. The Origin and Resource Potential of Wild and Cultivated Species of the Genus of Oats (Avena L.). RUSS J GENET+ 2021. [DOI: 10.1134/s1022795421060065] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
16
|
Cai Z, He Y, Liu S, Xue Y, Quan H, Zhang L, Gao YQ. Hierarchical dinucleotide distribution in genome along evolution and its effect on chromatin packing. Life Sci Alliance 2021; 4:4/8/e202101028. [PMID: 34168075 PMCID: PMC8321668 DOI: 10.26508/lsa.202101028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/10/2021] [Accepted: 06/11/2021] [Indexed: 11/29/2022] Open
Abstract
It describes how hierarchical CpG distribution on the genomes of species change in the evolution and the correlation with the chromatin structure. Dinucleotide densities and their distribution patterns vary significantly among species. Previous studies revealed that CpG is susceptible to methylation, enriched at topologically associating domain boundaries and its distribution along the genome correlates with chromatin compartmentalization. However, the multi-scale organizations of CpG in the linear genome, their role in chromatin organization, and how they change along the evolution are only partially understood. By comparing the CpG distribution at different genomic length scales, we quantify the difference between the CpG distributions of different species and evaluate how the hierarchical uneven CpG distribution appears in evolution. The clustering of species based on the CpG distribution is consistent with the phylogenetic tree. Interestingly, we found the CpG distribution and chromatin structure to be correlated in many different length scales, especially for mammals and avians, consistent with the mosaic CpG distribution in the genomes of these species.
Collapse
Affiliation(s)
- Zhicheng Cai
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.,Biomedical Pioneering Innovation Center, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics, Peking University, Beijing, China
| | - Yueying He
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.,Biomedical Pioneering Innovation Center, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics, Peking University, Beijing, China
| | - Sirui Liu
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.,Biomedical Pioneering Innovation Center, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics, Peking University, Beijing, China
| | - Yue Xue
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.,Biomedical Pioneering Innovation Center, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics, Peking University, Beijing, China
| | - Hui Quan
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.,Biomedical Pioneering Innovation Center, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics, Peking University, Beijing, China
| | - Ling Zhang
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.,Biomedical Pioneering Innovation Center, Peking University, Beijing, China
| | - Yi Qin Gao
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China .,Biomedical Pioneering Innovation Center, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics, Peking University, Beijing, China
| |
Collapse
|
17
|
Deb B, Uddin A, Chakraborty S. Analysis of codon usage of Horseshoe Bat Hepatitis B virus and its host. Virology 2021; 561:69-79. [PMID: 34171764 DOI: 10.1016/j.virol.2021.05.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 05/07/2021] [Accepted: 05/19/2021] [Indexed: 11/28/2022]
Abstract
In the present analysis, codon usage strategies and base distribution of Horseshoe bat hepatitis B virus (HBHBV) were analyzed and compared with its host Rhinolophus sinicus, as no work was yet reported. The magnitude of synonymous codon usage bias (CUB) in the virus and its host was low with higher proportion of the base C. Notably, 21 more frequently used codons, 19 less frequently used codons and 3 underrepresented codons (TCG, ACG and GCG) were found to be similar in both virus and its host coding sequences. Neutrality plot analysis reported greater role of natural selection in HBHBV (67.84%) and R. sinicus (76.90%) over mutation pressure. Base skewness and protein properties also influenced the CUB of genes. Further, codon usage analysis depicted, HBHBV and R. sinicus had many similarities in codon usage patterns that might reflect viral adaptation to its host.
Collapse
Affiliation(s)
- Bornali Deb
- Department of Biotechnology, Assam University, Silchar, 788150, Assam, India
| | - Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi, 788150, Assam, India
| | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, 788150, Assam, India.
| |
Collapse
|
18
|
Analysis of synonymous codon usage bias in human monocytes, B, and T lymphocytes based on transcriptome data. GENE REPORTS 2021. [DOI: 10.1016/j.genrep.2021.101034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
19
|
Tian G, Li G, Liu Y, Liu Q, Wang Y, Xia G, Wang M. Polyploidization is accompanied by synonymous codon usage bias in the chloroplast genomes of both cotton and wheat. PLoS One 2020; 15:e0242624. [PMID: 33211753 PMCID: PMC7676672 DOI: 10.1371/journal.pone.0242624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 11/05/2020] [Indexed: 11/27/2022] Open
Abstract
Synonymous codon usage bias (SCUB) of both nuclear and organellar genes can mirror the evolutionary specialization of plants. The polyploidization process exposes the nucleus to genomic shock, a syndrome which promotes, among other genetic variants, SCUB. Its effect on organellar genes has not, however, been widely addressed. The present analysis targeted the chloroplast genomes of two leading polyploid crop species, namely cotton and bread wheat. The frequency of codons in the chloroplast genomes ending in either adenosine (NNA) or thymine (NNT) proved to be higher than those ending in either guanidine or cytosine (NNG or NNC), and this difference was conserved when comparisons were made between polyploid and diploid forms in both the cotton and wheat taxa. Preference for NNA/T codons was heterogeneous among genes with various numbers of introns and was also differential among the exons. SCUB patterns distinguished tetraploid cotton from its diploid progenitor species, as well as bread wheat from its diploid/tetraploid progenitor species, indicating that SCUB in the chloroplast genome partially mirrors the formation of polyploidies.
Collapse
Affiliation(s)
- Geng Tian
- The Key Laboratory of Plant Development and Environmental Adaption, Ministry of Education, School of Life Science, Shandong University, Jinan, Shandong, China
| | - Guoqing Li
- The Key Laboratory of Plant Development and Environmental Adaption, Ministry of Education, School of Life Science, Shandong University, Jinan, Shandong, China
| | - Yanling Liu
- The Key Laboratory of Plant Development and Environmental Adaption, Ministry of Education, School of Life Science, Shandong University, Jinan, Shandong, China
| | - Qinghua Liu
- The Key Laboratory of Plant Development and Environmental Adaption, Ministry of Education, School of Life Science, Shandong University, Jinan, Shandong, China
| | - Yanxia Wang
- Shijiazhuang Academy of Agriculture and Forestry Sciences, Shijiazhuang, China
| | - Guangmin Xia
- The Key Laboratory of Plant Development and Environmental Adaption, Ministry of Education, School of Life Science, Shandong University, Jinan, Shandong, China
| | - Mengcheng Wang
- The Key Laboratory of Plant Development and Environmental Adaption, Ministry of Education, School of Life Science, Shandong University, Jinan, Shandong, China
- * E-mail:
| |
Collapse
|
20
|
Chakraborty S, Yengkhom S, Uddin A. Analysis of codon usage bias of chloroplast genes in Oryza species : Codon usage of chloroplast genes in Oryza species. PLANTA 2020; 252:67. [PMID: 32989601 DOI: 10.1007/s00425-020-03470-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 09/15/2020] [Indexed: 05/11/2023]
Abstract
The codon usage bias in chloroplast genes of Oryza species was low and AT rich. The pattern of codon usage was different among Oryza species and mainly influenced by mutation pressure and natural selection. Codon usage bias (CUB) is the unequal usage of synonymous codons in which some codons are more preferred to others in the coding sequences of genes. It shows a species-specific property. We studied the patterns of codon usage and the factors that influenced the CUB of protein-coding chloroplast (cp) genes in 18 Oryza species as no work was yet reported. The nucleotide composition analysis revealed that the overall GC content of cp genes in different species of Oryza was lower than 50%, i.e., Oryza cp genes were AT rich. Synonymous codon usage order (SCUO) suggested that CUB was weak in the cp genes of different Oryza species. A highly significant correlation was observed between overall nucleotides and its constituents at the third codon position suggesting that both, mutation pressure and natural selection, might influence the CUB. Correspondence analysis (COA) revealed that codon usage pattern differed across Oryza species. In the neutrality plot, a narrow range of GC3 distribution was recorded and some points were diagonally distributed in all the plots, suggesting that natural selection and mutation pressure might have influenced the CUB. The slope of the regression line was < 0.5, augmenting our inference that natural selection might have played a major role, while mutation pressure had a minor role in shaping the CUB of cp genes. The magnitudes of mutation pressure and natural selection on cp genes varied across Oryza species.
Collapse
Affiliation(s)
- Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, 788011, Assam, India.
| | - Sophiarani Yengkhom
- Department of Biotechnology, Assam University, Silchar, 788011, Assam, India
| | - Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi, 788150, Assam, India
| |
Collapse
|
21
|
Qian M, Xu L, Tang C, Zhang H, Gao H, Cao P, Yin H, Wu L, Wu J, Gu C, Zhang S. PbrPOE21 inhibits pear pollen tube growth in vitro by altering apical reactive oxygen species content. PLANTA 2020; 252:43. [PMID: 32870426 DOI: 10.1007/s00425-020-03446-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 08/21/2020] [Indexed: 06/11/2023]
Abstract
Genome-wide identification, tissue-specific expression analysis and functional characterization of selected genes containing the pear Pollen Olea europaea I domain reveal their roles in pollen tube growth. Genes containing the Pollen Olea europaea I (POE) domain play crucial roles in diverse growth and developmental processes. Nevertheless, the specific functions of POE family members in progression of pollen tube growth (PTG) remain uncharacterized. We identified 45 PbrPOE genes in the pear (Pyrus bretschneideri) genome, clustered into seven subclasses. PbrPOE genes contained 1 to 11 exons and 0 to 10 introns, with exon/intron structure mostly conserved within each subclass. Whole-genome duplication has mainly contributed to the duplication pattern of PbrPOE genes in pear. Expression profiles of 45 PbrPOE genes in 12 different pear tissues revealed that six PbrPOE genes (PbrPOE6, 12, 21, 29, 35 and 41) of subclass B were highly expressed during the growth of the pear pollen tube in vitro. PbrPOE21 was selected for further functional analysis on the basis of its high and differential expression pattern in pollen. Antisense oligodeoxynucleotide assays demonstrated that PTG was augmented in vitro when PbrPOE21 expression was significantly inhibited. Moreover, pollen tube length in vitro was reduced when PbrPOE21 was transitorily over-expressed using particle bombardment technology. Exogenous PbrPOE21 recombinant protein inhibited PTG in vitro at an optimum concentration of 1.8 µM. PbrPOE21 also affected reactive oxygen species content in the pear pollen tube apex. We suggest that PbrPOE21 inhibits PTG in vitro by altering apical reactive oxygen species content.
Collapse
Affiliation(s)
- Ming Qian
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Linlin Xu
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Chao Tang
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Hao Zhang
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Hongru Gao
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Peng Cao
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Hao Yin
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Lei Wu
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Juyou Wu
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Chao Gu
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Shaoling Zhang
- College of Horticulture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China.
| |
Collapse
|
22
|
Sarpan N, Taranenko E, Ooi SE, Low ETL, Espinoza A, Tatarinova TV, Ong-Abdullah M. DNA methylation changes in clonally propagated oil palm. PLANT CELL REPORTS 2020; 39:1219-1233. [PMID: 32591850 DOI: 10.1007/s00299-020-02561-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/17/2020] [Indexed: 06/11/2023]
Abstract
Several hypomethylated sites within the Karma region of EgDEF1 and hotspot regions in chromosomes 1, 2, 3, and 5 may be associated with mantling. One of the main challenges faced by the oil palm industry is fruit abnormalities, such as the "mantled" phenotype that can lead to reduced yields. This clonal abnormality is an epigenetic phenomenon and has been linked to the hypomethylation of a transposable element within the EgDEF1 gene. To understand the epigenome changes in clones, methylomes of clonal oil palms were compared to methylomes of seedling-derived oil palms. Whole-genome bisulfite sequencing data from seedlings, normal, and mantled clones were analyzed to determine and compare the context-specific DNA methylomes. In seedlings, coding and regulatory regions are generally hypomethylated while introns and repeats are extensively methylated. Genes with a low number of guanines and cytosines in the third position of codons (GC3-poor genes) were increasingly methylated towards their 3' region, while GC3-rich genes remain demethylated, similar to patterns in other eukaryotic species. Predicted promoter regions were generally hypomethylated in seedlings. In clones, CG, CHG, and CHH methylation levels generally decreased in functionally important regions, such as promoters, 5' UTRs, and coding regions. Although random regions were found to be hypomethylated in clonal genomes, hypomethylation of certain hotspot regions may be associated with the clonal mantling phenotype. Our findings, therefore, suggest other hypomethylated CHG sites within the Karma of EgDEF1 and hypomethylated hotspot regions in chromosomes 1, 2, 3 and 5, are associated with mantling.
Collapse
Affiliation(s)
- Norashikin Sarpan
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, 6 Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Elizaveta Taranenko
- Department of Biology, University of La Verne, La Verne, CA, USA
- Department of Fundamental Biology and Biotechnology, Siberian Federal University, 660074, Krasnoyarsk, Russia
| | - Siew-Eng Ooi
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, 6 Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | - Eng-Ti Leslie Low
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, 6 Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia
| | | | - Tatiana V Tatarinova
- Department of Biology, University of La Verne, La Verne, CA, USA.
- Department of Fundamental Biology and Biotechnology, Siberian Federal University, 660074, Krasnoyarsk, Russia.
- Vavilov Institute for General Genetics, Moscow, Russia.
- A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia.
| | - Meilina Ong-Abdullah
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, 6 Persiaran Institusi, Bandar Baru Bangi, 43000, Kajang, Selangor, Malaysia.
| |
Collapse
|
23
|
Barbhuiya RI, Uddin A, Chakraborty S. Codon usage pattern and its influencing factors for mitochondrial CO genes among different classes of Arthropoda. Mitochondrial DNA A DNA Mapp Seq Anal 2020; 31:313-326. [PMID: 32755341 DOI: 10.1080/24701394.2020.1800661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Analysis of codon usage bias (CUB) is very much important in perceiving the knowledge of molecular biology, the discovery of a new gene, designing of transgenes and evolution of gene. In this study, we analyzed compositional features and codon usage of MT-CO (COI, COII and COIII) genes among the classes of Arthropoda to explore the pattern of CUB as no research work was reported yet. Nucleotide composition analysis in CO genes suggested that the genes were AT-rich in all the four classes of Arthropoda. CUB was low in all the classes of Arthropoda for MT-CO genes as revealed from a high effective number of codons (ENC). We also found that the evolutionary forces namely mutation pressure and natural selection were the key influencing factors in CUB among MT-CO genes as revealed by correlation analysis between overall nucleotide composition and nucleotide composition at the 3rd codon position. Correspondence analysis suggested that the pattern of CUB was different among the classes of Arthropoda. Further, it was revealed from the neutrality plot that natural selection had a dominant role while mutation pressure exhibited a minor role in structuring the pattern of codon usage in all the classes of Arthropoda across COI, COII and COIII genes.
Collapse
Affiliation(s)
| | - Arif Uddin
- Department of Zoology, M. H. C. M. Science College, Hailakandi, India
| | | |
Collapse
|
24
|
Mazumder GA, Uddin A, Chakraborty S. Analysis of codon usage pattern of mitochondrial ND genes in Platyhelminthes. Mol Biochem Parasitol 2020; 238:111294. [PMID: 32592756 DOI: 10.1016/j.molbiopara.2020.111294] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/18/2020] [Accepted: 06/20/2020] [Indexed: 01/24/2023]
Abstract
Codon usage bias (CUB) is the nonrandom usage of synonymous codons in which some codons are more preferred to others.CUB can be determined by mutation pressure and selection. Various approaches have been used to understand the pattern of CUB in the mitochondrial ND (MT-ND or ND) genes involved in complex I of respiratory chain in five different classes of Platyhelminthes as no work was reported yet. The present study revealed that the CUB varies across MT-ND genes and the coding sequences showed the richness of A and T. Correspondence analysis implied the effect of mutational pressure and also the pattern of codon usage was different in different classes of platyhelminthes for MT-ND genes. Highly significant correlation was observed between overall nucleotide composition and its 3rd codon position in most of the homogeneous nucleotides such as A% and A3%, T% and T3%, G% and G3%, C% and C3%, GC% and GC3% and also some significant correlations observed among heterogeneous nucleotides in all the five classes for MT-ND genes suggested the role of mutational pressure as well as natural selection in affecting the CUB. Neutrality plot suggested that the contributions of natural selection and mutational pressure varied across different classes of platyhelminthes and also differed in different MT-ND genes.
Collapse
Affiliation(s)
| | - Arif Uddin
- Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi, 788150 Assam, India
| | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, 788011 Assam, India.
| |
Collapse
|
25
|
Chakraborty S, Barbhuiya PA, Paul S, Uddin A, Choudhury Y, Ahn Y, Cho YS. Codon usage trend in genes associated with obesity. Biotechnol Lett 2020; 42:1865-1875. [PMID: 32488444 DOI: 10.1007/s10529-020-02931-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 05/29/2020] [Indexed: 11/29/2022]
Abstract
Obesity is not only a social menace but also an economic burden as it reduces productivity and increases health care cost. We used bioinformatic tools to analyze the CUB of obesity associated genes and compared with housekeeping genes (control) to explore the similarities and differences between two data sets as no work was reported yet. The mean effective number of codons (ENC) in genes associated with obesity and housekeeping gene was 50.45 and 52.03 respectively, indicating low CUB. The relative synonymous codon usage (RSCU) suggested that codons namely CTG and GTG were over-represented in both obesity and housekeeping genes while under-represented codons were TCG, TTA, CTA, CCG, CAA, CGT, ATA, ACG, GTA and GCG in obesity genes and TCG, TTA, CCG, ATA, ACG, GTA, and GCG in housekeeping genes. t test analysis suggested that 11 codons namely TTA (Leu), TTG (Leu), CCG (Pro), CAC (His), CAA (Gln), CAG (Gln), CGT (Arg), AGA (Arg), ATA (Ile), ATT (Ile) and GCG (Ala) were significantly differed (p < 0.05 or p < 0.01) between obesity and housekeeping genes. Highly significant correlation was observed between GC12 and GC3 in obesity and housekeeping genes i.e. r = 0.580** and r = 0.498** (p < 0.01) respectively indicating the effect of directional mutation pressure present in all codon positions.
Collapse
Affiliation(s)
- Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India.
| | - Parvin A Barbhuiya
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India
| | - Sunanda Paul
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India
| | - Arif Uddin
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India
| | - Yashmin Choudhury
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India
| | - Yeongseon Ahn
- Department of Biomedical Science, Hallym University, Hallymdachak-gil, Chuncheon, 24252, Gangwon-do, Korea
| | - Yoon Shin Cho
- Department of Biomedical Science, Hallym University, Hallymdachak-gil, Chuncheon, 24252, Gangwon-do, Korea.
| |
Collapse
|
26
|
Uddin A, Mazumder TH, Barbhuiya PA, Chakraborty S. Similarities and dissimilarities of codon usage in mitochondrial ATP genes among fishes, aves, and mammals. IUBMB Life 2020; 72:899-914. [DOI: 10.1002/iub.2231] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 01/05/2020] [Indexed: 11/06/2022]
Affiliation(s)
- Arif Uddin
- Department of ZoologyMoinul Hoque Choudhury Memorial Science College Hailakandi Assam India
| | | | | | | |
Collapse
|
27
|
Gobet C, Weger BD, Marquis J, Martin E, Neelagandan N, Gachon F, Naef F. Robust landscapes of ribosome dwell times and aminoacyl-tRNAs in response to nutrient stress in liver. Proc Natl Acad Sci U S A 2020; 117:9630-9641. [PMID: 32295881 PMCID: PMC7196831 DOI: 10.1073/pnas.1918145117] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Translation depends on messenger RNA (mRNA)-specific initiation, elongation, and termination rates. While translation elongation is well studied in bacteria and yeast, less is known in higher eukaryotes. Here we combined ribosome and transfer RNA (tRNA) profiling to investigate the relations between translation elongation rates, (aminoacyl-) tRNA levels, and codon usage in mammals. We modeled codon-specific ribosome dwell times from ribosome profiling, considering codon pair interactions between ribosome sites. In mouse liver, the model revealed site- and codon-specific dwell times that differed from those in yeast, as well as pairs of adjacent codons in the P and A site that markedly slow down or speed up elongation. While translation efficiencies vary across diurnal time and feeding regimen, codon dwell times were highly stable and conserved in human. Measured tRNA levels correlated with codon usage and several tRNAs showed reduced aminoacylation, which was conserved in fasted mice. Finally, we uncovered that the longest codon dwell times could be explained by aminoacylation levels or high codon usage relative to tRNA abundance.
Collapse
Affiliation(s)
- Cédric Gobet
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland
- Nestlé Research, CH-1015 Lausanne, Switzerland
| | - Benjamin Dieter Weger
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland
- Nestlé Research, CH-1015 Lausanne, Switzerland
| | | | - Eva Martin
- Nestlé Research, CH-1015 Lausanne, Switzerland
| | - Nagammal Neelagandan
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland
| | | | - Felix Naef
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne CH-1015, Switzerland;
| |
Collapse
|
28
|
Comparative Analysis of Complete Mitochondrial Genomes of Three Gerres Fishes (Perciformes: Gerreidae) and Primary Exploration of Their Evolution History. Int J Mol Sci 2020; 21:ijms21051874. [PMID: 32182936 PMCID: PMC7084342 DOI: 10.3390/ijms21051874] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 03/05/2020] [Accepted: 03/07/2020] [Indexed: 11/17/2022] Open
Abstract
Mitochondrial genome is a powerful molecule marker to explore phylogenetic relationships and reveal molecular evolution in ichthyological studies. Gerres species play significant roles in marine fishery, but its evolution has received little attention. To date, only two Gerres mitochondrial genomes were reported. In the present study, three mitogenomes of Gerres (Gerres filamentosus, Gerres erythrourus, and Gerres decacanthus) were systemically investigated. The lengths of the mitogenome sequences were 16,673, 16,728, and 16,871 bp for G. filamentosus, G. erythrourus, and G. decacanthus, respectively. Most protein-coding genes (PCGs) were initiated with the typical ATG codon and terminated with the TAA codon, and the incomplete termination codon T/TA could be detected in the three species. The majority of AT-skew and GC-skew values of the 13 PCGs among the three species were negative, and the amplitude of the GC-skew was larger than the AT-skew. The genetic distance and Ka/Ks ratio analyses indicated 13 PCGs were suffering purifying selection and the selection pressures were different from certain deep-sea fishes, were which most likely due to the difference in their living environment. The phylogenetic tree was constructed by molecular method (Bayesian Inference (BI) and maximum Likelihood (ML)), providing further supplement to the scientific classification of fish. Three Gerres species were differentiated in late Cretaceous and early Paleogene, and their evolution might link with the geological events that could change their survival environment.
Collapse
|
29
|
De Mandal S, Mazumder TH, Panda AK, Kumar NS, Jin F. Analysis of synonymous codon usage patterns of HPRT1 gene across twelve mammalian species. Genomics 2020; 112:304-311. [DOI: 10.1016/j.ygeno.2019.02.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Revised: 02/05/2019] [Accepted: 02/14/2019] [Indexed: 01/01/2023]
|
30
|
Cho YS, Jun JH, Kim JA, Kim HM, Chung O, Kang SG, Park JY, Kim HJ, Kim S, Kim HJ, Jang JH, Na KJ, Kim J, Park SG, Lee HY, Manica A, Mindell DP, Fuchs J, Edwards JS, Weber JA, Witt CC, Yeo JH, Kim S, Bhak J. Raptor genomes reveal evolutionary signatures of predatory and nocturnal lifestyles. Genome Biol 2019; 20:181. [PMID: 31464627 PMCID: PMC6714440 DOI: 10.1186/s13059-019-1793-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Accepted: 08/13/2019] [Indexed: 01/11/2023] Open
Abstract
Background Birds of prey (raptors) are dominant apex predators in terrestrial communities, with hawks (Accipitriformes) and falcons (Falconiformes) hunting by day and owls (Strigiformes) hunting by night. Results Here, we report new genomes and transcriptomes for 20 species of birds, including 16 species of birds of prey, and high-quality reference genomes for the Eurasian eagle-owl (Bubo bubo), oriental scops owl (Otus sunia), eastern buzzard (Buteo japonicus), and common kestrel (Falco tinnunculus). Our extensive genomic analysis and comparisons with non-raptor genomes identify common molecular signatures that underpin anatomical structure and sensory, muscle, circulatory, and respiratory systems related to a predatory lifestyle. Compared with diurnal birds, owls exhibit striking adaptations to the nocturnal environment, including functional trade-offs in the sensory systems, such as loss of color vision genes and selection for enhancement of nocturnal vision and other sensory systems that are convergent with other nocturnal avian orders. Additionally, we find that a suite of genes associated with vision and circadian rhythm are differentially expressed in blood tissue between nocturnal and diurnal raptors, possibly indicating adaptive expression change during the transition to nocturnality. Conclusions Overall, raptor genomes show genomic signatures associated with the origin and maintenance of several specialized physiological and morphological features essential to be apex predators. Electronic supplementary material The online version of this article (10.1186/s13059-019-1793-1) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
| | | | - Jung A Kim
- Biological and Genetic Resources Assessment Division, National Institute of Biological Resources, Incheon, Republic of Korea
| | - Hak-Min Kim
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.,Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
| | | | - Seung-Gu Kang
- Animal Resources Division, National Institute of Biological Resources, Incheon, Republic of Korea
| | - Jin-Young Park
- Animal Resources Division, National Institute of Biological Resources, Incheon, Republic of Korea
| | - Hwa-Jung Kim
- Animal Resources Division, National Institute of Biological Resources, Incheon, Republic of Korea
| | - Sunghyun Kim
- Strategic Planning Division, National Institute of Biological Resources, Incheon, Republic of Korea
| | - Hee-Jong Kim
- Chungnam Wild Animal Rescue Center, Kongju National University, Yesan, Republic of Korea
| | - Jin-Ho Jang
- Chungnam Wild Animal Rescue Center, Kongju National University, Yesan, Republic of Korea
| | - Ki-Jeong Na
- College of veterinary medicine, Chungbuk National University, Cheongju, Republic of Korea
| | - Jeongho Kim
- Medical care team, Cheongju Zoo, Cheongju, Republic of Korea
| | - Seung Gu Park
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
| | | | - Andrea Manica
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - David P Mindell
- Museum of Vertebrate Zoology, University of California, Berkeley, CA, USA
| | - Jérôme Fuchs
- Institut Systématique Evolution Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, Sorbonne Université, EPHE, Paris, France
| | - Jeremy S Edwards
- Chemistry and Chemical Biology, UNM Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM, USA
| | - Jessica A Weber
- Museum of Southwestern Biology and Department of Biology, University of New Mexico, Albuquerque, NM, USA
| | - Christopher C Witt
- Museum of Southwestern Biology and Department of Biology, University of New Mexico, Albuquerque, NM, USA
| | - Joo-Hong Yeo
- Biological and Genetic Resources Assessment Division, National Institute of Biological Resources, Incheon, Republic of Korea
| | - Soonok Kim
- Biological and Genetic Resources Assessment Division, National Institute of Biological Resources, Incheon, Republic of Korea.
| | - Jong Bhak
- Clinomics Inc, Ulsan, Republic of Korea. .,Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea. .,Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
| |
Collapse
|
31
|
Barbhuiya RI, Uddin A, Chakraborty S. Compositional properties and codon usage pattern of mitochondrial ATP gene in different classes of Arthropoda. Genetica 2019; 147:231-248. [PMID: 31152294 DOI: 10.1007/s10709-019-00067-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Accepted: 05/22/2019] [Indexed: 12/17/2022]
Abstract
Codon usage bias (CUB) is defined as the usage of synonymous codons unequally for an amino acid in a gene transcript. It is influenced by both mutation pressure and natural selection and is a species-specific property. In our current study, we used bioinformatic methods to investigate the coding sequences of mitochondrial adenosine triphosphate gene (MT-ATP) in different classes of arthropoda to know the codon usage pattern of the gene as no work was described earlier. The analysis of compositional properties suggested that the gene is AT rich. The effective number of codons revealed the CUB of both ATP6 and ATP8 gene was moderate. Heat map showed that the codons ending with AT were negatively associated with GC3 while the codons ending with GC were positively associated with GC3 in all the classes of arthropoda. Correspondence study revealed that the pattern of codon usage of ATP6 and ATP8 genes differed across classes. Neutrality plot suggested the codon usage bias of these two genes in phylum arthropoda was influenced by both mutation pressure and natural selection.
Collapse
Affiliation(s)
| | - Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Science College, Algapur, Hailakandi, Assam, 788150, India
| | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India.
| |
Collapse
|
32
|
Nath D, Deka H, Uddin A, Chakraborty S. Chronic obstructive pulmonary disease: A crosstalk on nucleotide compositional dynamics and codon usage patterns of the genes involved in disease. J Cell Biochem 2019; 120:7649-7656. [PMID: 30390329 DOI: 10.1002/jcb.28039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 10/15/2018] [Indexed: 01/24/2023]
Abstract
Chronic obstructive pulmonary disease (COPD), a lung disease, affects a large number of people worldwide, leading to death. Here, we analyzed the compositional features and trends of codon usage of the genes influencing COPD to understand molecular biology, genetics, and evolutionary relationships of these genes as no work was reported yet. Coding sequences of COPD genes were found to be rich in guanine-cytosine (GC) content. A high value (34-60) of the effective number of codons of the genes indicated low codon usage bias (CUB). Correspondence analysis suggested that the COPD genes were distinct in their codon usage patterns. Relative synonymous codon usage values of codons differed between the more preferred codons and the less-preferred ones. Correlation analysis between overall nucleotides and those at third codon position revealed that mutation pressure might influence the CUB of the genes. The high correlation between GC12 and GC3 signified that directional mutation pressure might have operated at all the three codon positions in COPD genes.
Collapse
Affiliation(s)
- Durbba Nath
- Department of Biotechnology, Assam University, Silchar, India
| | - Himangshu Deka
- Department of Biotechnology, Assam University, Silchar, India
| | - Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Memorial Science College, Algapur, India
| | | |
Collapse
|
33
|
Barbhuiya PA, Uddin A, Chakraborty S. Genome‐wide comparison of codon usage dynamics in mitochondrial genes across different species of amphibian genus
Bombina. JOURNAL OF EXPERIMENTAL ZOOLOGY PART B-MOLECULAR AND DEVELOPMENTAL EVOLUTION 2019; 332:99-112. [DOI: 10.1002/jez.b.22852] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 03/10/2019] [Accepted: 03/20/2019] [Indexed: 01/16/2023]
Affiliation(s)
| | - Arif Uddin
- Department of ZoologyMoinul Hoque Choudhury Memorial Science CollegeHailakandi Assam India
| | | |
Collapse
|
34
|
Analysis of codon usage pattern in the viral proteins of chicken anaemia virus and its possible biological relevance. INFECTION GENETICS AND EVOLUTION 2019; 69:93-106. [DOI: 10.1016/j.meegid.2019.01.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 12/19/2018] [Accepted: 01/02/2019] [Indexed: 01/05/2023]
|
35
|
Kim HM, Weber JA, Lee N, Park SG, Cho YS, Bhak Y, Lee N, Jeon Y, Jeon S, Luria V, Karger A, Kirschner MW, Jo YJ, Woo S, Shin K, Chung O, Ryu JC, Yim HS, Lee JH, Edwards JS, Manica A, Bhak J, Yum S. The genome of the giant Nomura's jellyfish sheds light on the early evolution of active predation. BMC Biol 2019; 17:28. [PMID: 30925871 PMCID: PMC6441219 DOI: 10.1186/s12915-019-0643-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 02/28/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Unique among cnidarians, jellyfish have remarkable morphological and biochemical innovations that allow them to actively hunt in the water column and were some of the first animals to become free-swimming. The class Scyphozoa, or true jellyfish, are characterized by a predominant medusa life-stage consisting of a bell and venomous tentacles used for hunting and defense, as well as using pulsed jet propulsion for mobility. Here, we present the genome of the giant Nomura's jellyfish (Nemopilema nomurai) to understand the genetic basis of these key innovations. RESULTS We sequenced the genome and transcriptomes of the bell and tentacles of the giant Nomura's jellyfish as well as transcriptomes across tissues and developmental stages of the Sanderia malayensis jellyfish. Analyses of the Nemopilema and other cnidarian genomes revealed adaptations associated with swimming, marked by codon bias in muscle contraction and expansion of neurotransmitter genes, along with expanded Myosin type II family and venom domains, possibly contributing to jellyfish mobility and active predation. We also identified gene family expansions of Wnt and posterior Hox genes and discovered the important role of retinoic acid signaling in this ancient lineage of metazoans, which together may be related to the unique jellyfish body plan (medusa formation). CONCLUSIONS Taken together, the Nemopilema jellyfish genome and transcriptomes genetically confirm their unique morphological and physiological traits, which may have contributed to the success of jellyfish as early multi-cellular predators.
Collapse
Affiliation(s)
- Hak-Min Kim
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
- Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Jessica A Weber
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
- Department of Biology, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Nayoung Lee
- Ecological Risk Research Division, Korea Institute of Ocean Science and Technology (KIOST), Geoje, 53201, Republic of Korea
| | - Seung Gu Park
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Yun Sung Cho
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
- Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
- Clinomics Inc., Ulsan, 44919, Republic of Korea
| | - Youngjune Bhak
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
- Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Nayun Lee
- Ecological Risk Research Division, Korea Institute of Ocean Science and Technology (KIOST), Geoje, 53201, Republic of Korea
| | - Yeonsu Jeon
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
- Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Sungwon Jeon
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
- Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Victor Luria
- Department of Systems Biology, Harvard Medical School, Boston, MA, 02115, USA
| | - Amir Karger
- IT - Research Computing, Harvard Medical School, Boston, MA, 02115, USA
| | - Marc W Kirschner
- Department of Systems Biology, Harvard Medical School, Boston, MA, 02115, USA
| | - Ye Jin Jo
- Ecological Risk Research Division, Korea Institute of Ocean Science and Technology (KIOST), Geoje, 53201, Republic of Korea
| | - Seonock Woo
- Faculty of Marine Environmental Science, University of Science and Technology (UST), Geoje, 53201, Republic of Korea
- Marine Biotechnology Research Center, Korea Institute of Ocean Science and Technology (KIOST), Busan, 49111, Republic of Korea
| | - Kyoungsoon Shin
- Ballast Water Center, Korea Institute of Ocean Science and Technology (KIOST), Geoje, 53201, Republic of Korea
| | - Oksung Chung
- Clinomics Inc., Ulsan, 44919, Republic of Korea
- Personal Genomics Institute, Genome Research Foundation, Cheongju, 28160, Republic of Korea
| | - Jae-Chun Ryu
- Cellular and Molecular Toxicology Laboratory, Center for Environment, Health and Welfare Research, Korea Institute of Science and Technology (KIST), Seoul, 02792, Republic of Korea
| | - Hyung-Soon Yim
- Marine Biotechnology Research Center, Korea Institute of Ocean Science and Technology (KIOST), Busan, 49111, Republic of Korea
| | - Jung-Hyun Lee
- Marine Biotechnology Research Center, Korea Institute of Ocean Science and Technology (KIOST), Busan, 49111, Republic of Korea
| | - Jeremy S Edwards
- Chemistry and Chemical Biology, UNM Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Andrea Manica
- Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK
| | - Jong Bhak
- Korean Genomics Industrialization Center (KOGIC), Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea.
- Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea.
- Clinomics Inc., Ulsan, 44919, Republic of Korea.
- Personal Genomics Institute, Genome Research Foundation, Cheongju, 28160, Republic of Korea.
| | - Seungshic Yum
- Ecological Risk Research Division, Korea Institute of Ocean Science and Technology (KIOST), Geoje, 53201, Republic of Korea.
- Faculty of Marine Environmental Science, University of Science and Technology (UST), Geoje, 53201, Republic of Korea.
| |
Collapse
|
36
|
Variation of gene expression in plants is influenced by gene architecture and structural properties of promoters. PLoS One 2019; 14:e0212678. [PMID: 30908494 PMCID: PMC6433290 DOI: 10.1371/journal.pone.0212678] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 02/07/2019] [Indexed: 12/03/2022] Open
Abstract
In higher eukaryotes, gene architecture and structural properties of promoters have emerged as significant factors influencing variation in number of transcripts (expression level) and specificity of gene expression in a tissue (expression breadth), which eventually shape the phenotype. In this study, transcriptome data of different tissue types at various developmental stages of A. thaliana, O. sativa, S. bicolor and Z. mays have been used to understand the relationship between properties of gene components and its expression. Our findings indicate that in plants, among all gene architecture and structural properties of promoters, compactness of genes in terms of intron content is significantly linked to gene expression level and breadth, whereas in human an exactly opposite scenario is seen. In plants, for the first time we have carried out a quantitative estimation of effect of a particular trait on expression level and breadth, by using multiple regression analysis and it confirms that intron content of primary transcript (as %) is a powerful determinant of expression breadth. Similarly, further regression analysis revealed that among structural properties of the promoters, stability is negatively linked to expression breadth, while DNase1 sensitivity strongly governs gene expression breadth in monocots and gene expression level in dicots. In addition, promoter regions of tissue specific genes are found to be enriched with TATA box and Y-patch motifs. Finally, multi copy orthologous genes in plants are found to be longer, highly regulated and tissue specific.
Collapse
|
37
|
Uddin A, Mazumder TH, Chakraborty S. Understanding molecular biology of codon usage in mitochondrial complex IV genes of electron transport system: Relevance to mitochondrial diseases. J Cell Physiol 2018; 234:6397-6413. [DOI: 10.1002/jcp.27375] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 08/17/2018] [Indexed: 12/17/2022]
Affiliation(s)
- Arif Uddin
- Department of Zoology Moinul Hoque Choudhury Memorial Science College Hailakandi Assam India
| | | | | |
Collapse
|
38
|
Chakraborty S, Uddin A, Mazumder TH, Choudhury MN, Malakar AK, Paul P, Halder B, Deka H, Mazumder GA, Barbhuiya RA, Barbhuiya MA, Devi WJ. Codon usage and expression level of human mitochondrial 13 protein coding genes across six continents. Mitochondrion 2018; 42:64-76. [DOI: 10.1016/j.mito.2017.11.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Revised: 10/09/2017] [Accepted: 11/27/2017] [Indexed: 02/03/2023]
|
39
|
Uddin A, Chakraborty S. Codon Usage Pattern of Genes Involved in Central Nervous System. Mol Neurobiol 2018; 56:1737-1748. [PMID: 29922982 DOI: 10.1007/s12035-018-1173-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 06/01/2018] [Indexed: 11/28/2022]
Abstract
Codon usage bias (CUB) is the non-uniform usage of synonymous codons in which some codons are more preferred to others in the transcript. Analysis of codon usage bias has applications in understanding the basics of molecular biology, genetics, gene expression, and molecular evolution. To understand the patterns of codon usage in genes involved in the central nervous system (CNS), we used bioinformatic approaches to analyze the protein-coding sequences of genes involved in the CNS. The improved effective number of codons (ENC) suggested that the overall codon usage bias was low. The relative synonymous codon usage (RSCU) revealed that the most frequently occurring codons had a G or C at the third codon position. The codons namely TCC, AGC, CTG, CAG, CGC, ATC, ACC, GTG, GCC, GGC, and CGG (average RSCU > 1.6) were over-represented. Both mutation pressure and natural selection might affect the codon usage pattern as evident from correspondence and parity plot analyses. The overall GC content (59.93) was higher than AT content, i.e., genes were GC-rich. The correlation of GC12 with GC3 suggested that mutation pressure might affect the codon usage pattern.
Collapse
Affiliation(s)
- Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi, Assam, 788150, India.
| | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India.
| |
Collapse
|
40
|
Deb B, Uddin A, Mazumder GA, Chakraborty S. Analysis of codon usage pattern of mitochondrial protein-coding genes in different hookworms. Mol Biochem Parasitol 2018; 219:24-32. [DOI: 10.1016/j.molbiopara.2017.11.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2017] [Revised: 11/14/2017] [Accepted: 11/16/2017] [Indexed: 12/11/2022]
|
41
|
Mazumdar P, Binti Othman R, Mebus K, Ramakrishnan N, Ann Harikrishna J. Codon usage and codon pair patterns in non-grass monocot genomes. ANNALS OF BOTANY 2017; 120:893-909. [PMID: 29155926 PMCID: PMC5710610 DOI: 10.1093/aob/mcx112] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 09/19/2017] [Indexed: 05/19/2023]
Abstract
BACKGROUND AND AIMS Studies on codon usage in monocots have focused on grasses, and observed patterns of this taxon were generalized to all monocot species. Here, non-grass monocot species were analysed to investigate the differences between grass and non-grass monocots. METHODS First, studies of codon usage in monocots were reviewed. The current information was then extended regarding codon usage, as well as codon-pair context bias, using four completely sequenced non-grass monocot genomes (Musa acuminata, Musa balbisiana, Phoenix dactylifera and Spirodela polyrhiza) for which comparable transcriptome datasets are available. Measurements were taken regarding relative synonymous codon usage, effective number of codons, derived optimal codon and GC content and then the relationships investigated to infer the underlying evolutionary forces. KEY RESULTS The research identified optimal codons, rare codons and preferred codon-pair context in the non-grass monocot species studied. In contrast to the bimodal distribution of GC3 (GC content in third codon position) in grasses, non-grass monocots showed a unimodal distribution. Disproportionate use of G and C (and of A and T) in two- and four-codon amino acids detected in the analysis rules out the mutational bias hypothesis as an explanation of genomic variation in GC content. There was found to be a positive relationship between CAI (codon adaptation index; predicts the level of expression of a gene) and GC3. In addition, a strong correlation was observed between coding and genomic GC content and negative correlation of GC3 with gene length, indicating a strong impact of GC-biased gene conversion (gBGC) in shaping codon usage and nucleotide composition in non-grass monocots. CONCLUSION Optimal codons in these non-grass monocots show a preference for G/C in the third codon position. These results support the concept that codon usage and nucleotide composition in non-grass monocots are mainly driven by gBGC.
Collapse
Affiliation(s)
- Purabi Mazumdar
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Kuala Lumpur, Malaysia
| | - RofinaYasmin Binti Othman
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Kuala Lumpur, Malaysia
- Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
| | - Katharina Mebus
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Kuala Lumpur, Malaysia
| | - N Ramakrishnan
- Electrical and Computer System Engineering, School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia
| | - Jennifer Ann Harikrishna
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Kuala Lumpur, Malaysia
- Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
- For correspondence. E-mail:
| |
Collapse
|
42
|
Bowman MJ, Pulman JA, Liu TL, Childs KL. A modified GC-specific MAKER gene annotation method reveals improved and novel gene predictions of high and low GC content in Oryza sativa. BMC Bioinformatics 2017; 18:522. [PMID: 29178822 PMCID: PMC5702205 DOI: 10.1186/s12859-017-1942-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2017] [Accepted: 11/15/2017] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Accurate structural annotation depends on well-trained gene prediction programs. Training data for gene prediction programs are often chosen randomly from a subset of high-quality genes that ideally represent the variation found within a genome. One aspect of gene variation is GC content, which differs across species and is bimodal in grass genomes. When gene prediction programs are trained on a subset of grass genes with random GC content, they are effectively being trained on two classes of genes at once, and this can be expected to result in poor results when genes are predicted in new genome sequences. RESULTS We find that gene prediction programs trained on grass genes with random GC content do not completely predict all grass genes with extreme GC content. We show that gene prediction programs that are trained with grass genes with high or low GC content can make both better and unique gene predictions compared to gene prediction programs that are trained on genes with random GC content. By separately training gene prediction programs with genes from multiple GC ranges and using the programs within the MAKER genome annotation pipeline, we were able to improve the annotation of the Oryza sativa genome compared to using the standard MAKER annotation protocol. Gene structure was improved in over 13% of genes, and 651 novel genes were predicted by the GC-specific MAKER protocol. CONCLUSIONS We present a new GC-specific MAKER annotation protocol to predict new and improved gene models and assess the biological significance of this method in Oryza sativa. We expect that this protocol will also be beneficial for gene prediction in any organism with bimodal or other unusual gene GC content.
Collapse
Affiliation(s)
- Megan J Bowman
- Department of Plant Biology, Michigan State University, 612 Wilson Rd, Room 166, East Lansing, MI, 48824, USA.,Van Andel Research Institute, Grand Rapids, MI, 49506, USA
| | - Jane A Pulman
- Department of Plant Biology, Michigan State University, 612 Wilson Rd, Room 166, East Lansing, MI, 48824, USA.,Center for Genomics Enabled Plant Science, Michigan State University, East Lansing, MI, 48824, USA.,Centre for Genomics Research, University of Liverpool, Liverpool, L69 7ZB, UK
| | - Tiffany L Liu
- Department of Plant Biology, Michigan State University, 612 Wilson Rd, Room 166, East Lansing, MI, 48824, USA
| | - Kevin L Childs
- Department of Plant Biology, Michigan State University, 612 Wilson Rd, Room 166, East Lansing, MI, 48824, USA. .,Center for Genomics Enabled Plant Science, Michigan State University, East Lansing, MI, 48824, USA.
| |
Collapse
|
43
|
Triska M, Solovyev V, Baranova A, Kel A, Tatarinova TV. Nucleotide patterns aiding in prediction of eukaryotic promoters. PLoS One 2017; 12:e0187243. [PMID: 29141011 PMCID: PMC5687710 DOI: 10.1371/journal.pone.0187243] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Accepted: 09/05/2017] [Indexed: 01/09/2023] Open
Abstract
Computational analysis of promoters is hindered by the complexity of their architecture. In less studied genomes with complex organization, false positive promoter predictions are common. Accurate identification of transcription start sites and core promoter regions remains an unsolved problem. In this paper, we present a comprehensive analysis of genomic features associated with promoters and show that probabilistic integrative algorithms-driven models allow accurate classification of DNA sequence into “promoters” and “non-promoters” even in absence of the full-length cDNA sequences. These models may be built upon the maps of the distributions of sequence polymorphisms, RNA sequencing reads on genomic DNA, methylated nucleotides, transcription factor binding sites, as well as relative frequencies of nucleotides and their combinations. Positional clustering of binding sites shows that the cells of Oryza sativa utilize three distinct classes of transcription factors: those that bind preferentially to the [-500,0] region (188 “promoter-specific” transcription factors), those that bind preferentially to the [0,500] region (282 “5′ UTR-specific” TFs), and 207 of the “promiscuous” transcription factors with little or no location preference with respect to TSS. For the most informative motifs, their positional preferences are conserved between dicots and monocots.
Collapse
Affiliation(s)
- Martin Triska
- Children’s Hospital Los Angeles, University of Southern California, Los Angeles, CA, United States of America
- Faculty of Advanced Technology, University of South Wales, Pontypridd, Wales, United Kingdom
| | | | - Ancha Baranova
- School of Systems Biology, George Mason University, Fairfax, VA, United States of America
- Research Centre for Medical Genetics, Moscow, Russia
| | - Alexander Kel
- geneXplain GmbH, Wolfenbuettel, Germany
- Institute of Chemical Biology and Fundamental Medicine, Novosibirsk, Russia
| | - Tatiana V. Tatarinova
- School of Systems Biology, George Mason University, Fairfax, VA, United States of America
- Department of Biology, Division of Natural Sciences, University of La Verne, La Verne, CA, United States of America
- Bioinformatics Center, AA Kharkevich Institute for Information Transmission Problems RAS, Moscow, Russia
- Vavilov’s Institute for General Genetics, Moscow, Russia, Moscow, Russia
- * E-mail:
| |
Collapse
|
44
|
Niu Z, Xue Q, Wang H, Xie X, Zhu S, Liu W, Ding X. Mutational Biases and GC-Biased Gene Conversion Affect GC Content in the Plastomes of Dendrobium Genus. Int J Mol Sci 2017; 18:E2307. [PMID: 29099062 PMCID: PMC5713276 DOI: 10.3390/ijms18112307] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 09/27/2017] [Accepted: 10/20/2017] [Indexed: 01/03/2023] Open
Abstract
The variation of GC content is a key genome feature because it is associated with fundamental elements of genome organization. However, the reason for this variation is still an open question. Different kinds of hypotheses have been proposed to explain the variation of GC content during genome evolution. However, these hypotheses have not been explicitly investigated in whole plastome sequences. Dendrobium is one of the largest genera in the orchid species. Evolutionary studies of the plastomic organization and base composition are limited in this genus. In this study, we obtained the high-quality plastome sequences of D. loddigesii and D. devonianum. The comparison results showed a nearly identical organization in Dendrobium plastomes, indicating that the plastomic organization is highly conserved in Dendrobium genus. Furthermore, the impact of three evolutionary forces-selection, mutational biases, and GC-biased gene conversion (gBGC)-on the variation of GC content in Dendrobium plastomes was evaluated. Our results revealed: (1) consistent GC content evolution trends and mutational biases in single-copy (SC) and inverted repeats (IRs) regions; and (2) that gBGC has influenced the plastome-wide GC content evolution. These results suggest that both mutational biases and gBGC affect GC content in the plastomes of Dendrobium genus.
Collapse
Affiliation(s)
- Zhitao Niu
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| | - Qingyun Xue
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| | - Hui Wang
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| | - Xuezhu Xie
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| | - Shuying Zhu
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| | - Wei Liu
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| | - Xiaoyu Ding
- College of Life Sciences, Nanjing Normal University, Nanjing 210023, China.
| |
Collapse
|
45
|
Affiliation(s)
- Xiuren Zhang
- Department of Biochemistry and Biophysics at Texas A&M University, College Station, Texas, USA.
| |
Collapse
|
46
|
Sidorenko LV, Lee TF, Woosley A, Moskal WA, Bevan SA, Merlo PAO, Walsh TA, Wang X, Weaver S, Glancy TP, Wang P, Yang X, Sriram S, Meyers BC. GC-rich coding sequences reduce transposon-like, small RNA-mediated transgene silencing. NATURE PLANTS 2017; 3:875-884. [PMID: 29085072 DOI: 10.1038/s41477-017-0040-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 09/29/2017] [Indexed: 05/04/2023]
Abstract
The molecular basis of transgene susceptibility to silencing is poorly characterized in plants; thus, we evaluated several transgene design parameters as means to reduce heritable transgene silencing. Analyses of Arabidopsis plants with transgenes encoding a microalgal polyunsaturated fatty acid (PUFA) synthase revealed that small RNA (sRNA)-mediated silencing, combined with the use of repetitive regulatory elements, led to aggressive transposon-like silencing of canola-biased PUFA synthase transgenes. Diversifying regulatory sequences and using native microalgal coding sequences (CDSs) with higher GC content improved transgene expression and resulted in a remarkable trans-generational stability via reduced accumulation of sRNAs and DNA methylation. Further experiments in maize with transgenes individually expressing three crystal (Cry) proteins from Bacillus thuringiensis (Bt) tested the impact of CDS recoding using different codon bias tables. Transgenes with higher GC content exhibited increased transcript and protein accumulation. These results demonstrate that the sequence composition of transgene CDSs can directly impact silencing, providing design strategies for increasing transgene expression levels and reducing risks of heritable loss of transgene expression.
Collapse
Affiliation(s)
| | - Tzuu-Fen Lee
- Delaware Biotechnology Institute, Department of Plant and Soil Sciences, University of Delaware, Newark, DE, 19716, USA
- Dupont Pioneer, Johnston, IA, 50131, USA
| | - Aaron Woosley
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - William A Moskal
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Scott A Bevan
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - P Ann Owens Merlo
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Terence A Walsh
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Xiujuan Wang
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Staci Weaver
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Todd P Glancy
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - PoHao Wang
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Xiaozeng Yang
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
- Beijing Agro-Biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, 100097, Beijing, China
| | - Shreedharan Sriram
- Dow AgroSciences LLC., 9330 Zionsville Road, Indianapolis, IN, 46268, USA
| | - Blake C Meyers
- Delaware Biotechnology Institute, Department of Plant and Soil Sciences, University of Delaware, Newark, DE, 19716, USA.
- Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA.
| |
Collapse
|
47
|
Yi S, Li Y, Wang W. Selection shapes the patterns of codon usage in three closely related species of genus Misgurnus. Genomics 2017; 110:134-142. [PMID: 28911975 DOI: 10.1016/j.ygeno.2017.09.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 08/29/2017] [Accepted: 09/07/2017] [Indexed: 11/17/2022]
Abstract
Neutrality plots revealed that selection probably dominates codon bias, whereas mutation plays only a minor role, in shaping the codon bias in three loaches, Misgurnus anguillicaudatus, M. mohoity, and M. bipartitus. These three species also clearly showed similar tendencies in the preferential usage of codons. Nineteen, nine, and 14 preferred codon pairs and 179, 182, and 173 avoided codon pairs were also detected in M. anguillicaudatus, M. bipartitus, and M. mohoity, respectively, and the most frequently avoided type of cP3-cA1 dinucleotide in these species was nnUAnn. The expression-linked patterns of codon usage revealed that higher expression was associated with higher GC3, lower ENC, and a smaller proportion of amino acids with high size/complexity (S/C) scores in these three species. These results elucidate selectively driven codon bias in Misgurnus species, and reveal the potential importance of expression-mediated selection in shaping the genome evolution of fish.
Collapse
Affiliation(s)
- Shaokui Yi
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 430070, China
| | - Yanhe Li
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 430070, China.
| | - Weimin Wang
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 430070, China.
| |
Collapse
|
48
|
Chan KL, Tatarinova TV, Rosli R, Amiruddin N, Azizi N, Halim MAA, Sanusi NSNM, Jayanthi N, Ponomarenko P, Triska M, Solovyev V, Firdaus-Raih M, Sambanthamurthi R, Murphy D, Low ETL. Evidence-based gene models for structural and functional annotations of the oil palm genome. Biol Direct 2017; 12:21. [PMID: 28886750 PMCID: PMC5591544 DOI: 10.1186/s13062-017-0191-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 08/07/2017] [Indexed: 11/13/2022] Open
Abstract
Background Oil palm is an important source of edible oil. The importance of the crop, as well as its long breeding cycle (10-12 years) has led to the sequencing of its genome in 2013 to pave the way for genomics-guided breeding. Nevertheless, the first set of gene predictions, although useful, had many fragmented genes. Classification and characterization of genes associated with traits of interest, such as those for fatty acid biosynthesis and disease resistance, were also limited. Lipid-, especially fatty acid (FA)-related genes are of particular interest for the oil palm as they specify oil yields and quality. This paper presents the characterization of the oil palm genome using different gene prediction methods and comparative genomics analysis, identification of FA biosynthesis and disease resistance genes, and the development of an annotation database and bioinformatics tools. Results Using two independent gene-prediction pipelines, Fgenesh++ and Seqping, 26,059 oil palm genes with transcriptome and RefSeq support were identified from the oil palm genome. These coding regions of the genome have a characteristic broad distribution of GC3 (fraction of cytosine and guanine in the third position of a codon) with over half the GC3-rich genes (GC3 ≥ 0.75286) being intronless. In comparison, only one-seventh of the oil palm genes identified are intronless. Using comparative genomics analysis, characterization of conserved domains and active sites, and expression analysis, 42 key genes involved in FA biosynthesis in oil palm were identified. For three of them, namely EgFABF, EgFABH and EgFAD3, segmental duplication events were detected. Our analysis also identified 210 candidate resistance genes in six classes, grouped by their protein domain structures. Conclusions We present an accurate and comprehensive annotation of the oil palm genome, focusing on analysis of important categories of genes (GC3-rich and intronless), as well as those associated with important functions, such as FA biosynthesis and disease resistance. The study demonstrated the advantages of having an integrated approach to gene prediction and developed a computational framework for combining multiple genome annotations. These results, available in the oil palm annotation database (http://palmxplore.mpob.gov.my), will provide important resources for studies on the genomes of oil palm and related crops. Reviewers This article was reviewed by Alexander Kel, Igor Rogozin, and Vladimir A. Kuznetsov. Electronic supplementary material The online version of this article (doi:10.1186/s13062-017-0191-4) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Kuang-Lim Chan
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia.,Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia
| | - Tatiana V Tatarinova
- Department of Biology, University of La Verne, La Verne, California, 91750, USA.,Spatial Sciences Institute, University of Southern California, Los Angeles, CA, 90089, USA
| | - Rozana Rosli
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia.,Genomics and Computational Biology Research Group, University of South Wales, Pontypridd, CF371DL, UK
| | - Nadzirah Amiruddin
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia
| | - Norazah Azizi
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia
| | - Mohd Amin Ab Halim
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia
| | - Nik Shazana Nik Mohd Sanusi
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia
| | - Nagappan Jayanthi
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia
| | - Petr Ponomarenko
- Spatial Sciences Institute, University of Southern California, Los Angeles, CA, 90089, USA
| | - Martin Triska
- Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA, 90089, USA
| | - Victor Solovyev
- Softberry Inc., 116 Radio Circle, Suite 400, Mount Kisco, NY, 10549, USA
| | - Mohd Firdaus-Raih
- Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia
| | - Ravigadevi Sambanthamurthi
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia
| | - Denis Murphy
- Genomics and Computational Biology Research Group, University of South Wales, Pontypridd, CF371DL, UK
| | - Eng-Ti Leslie Low
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor, Malaysia.
| |
Collapse
|
49
|
Lai X, Behera S, Liang Z, Lu Y, Deogun JS, Schnable JC. STAG-CNS: An Order-Aware Conserved Noncoding Sequences Discovery Tool for Arbitrary Numbers of Species. MOLECULAR PLANT 2017; 10:990-999. [PMID: 28602693 DOI: 10.1016/j.molp.2017.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 05/24/2017] [Accepted: 05/30/2017] [Indexed: 06/07/2023]
Abstract
One method for identifying noncoding regulatory regions of a genome is to quantify rates of divergence between related species, as functional sequence will generally diverge more slowly. Most approaches to identifying these conserved noncoding sequences (CNSs) based on alignment have had relatively large minimum sequence lengths (≥15 bp) compared with the average length of known transcription factor binding sites. To circumvent this constraint, STAG-CNS that can simultaneously integrate the data from the promoters of conserved orthologous genes in three or more species was developed. Using the data from up to six grass species made it possible to identify conserved sequences as short as 9 bp with false discovery rate ≤0.05. These CNSs exhibit greater overlap with open chromatin regions identified using DNase I hypersensitivity assays, and are enriched in the promoters of genes involved in transcriptional regulation. STAG-CNS was further employed to characterize loss of conserved noncoding sequences associated with retained duplicate genes from the ancient maize polyploidy. Genes with fewer retained CNSs show lower overall expression, although this bias is more apparent in samples of complex organ systems containing many cell types, suggesting that CNS loss may correspond to a reduced number of expression contexts rather than lower expression levels across the entire ancestral expression domain.
Collapse
Affiliation(s)
- Xianjun Lai
- Department of Agronomy and Horticulture, Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE 68588, USA; Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Sairam Behera
- Department of Computer Science and Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
| | - Zhikai Liang
- Department of Agronomy and Horticulture, Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
| | - Yanli Lu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Jitender S Deogun
- Department of Computer Science and Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588, USA.
| | - James C Schnable
- Department of Agronomy and Horticulture, Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE 68588, USA.
| |
Collapse
|
50
|
Uddin A, Choudhury MN, Chakraborty S. Factors influencing codon usage of mitochondrial ND1 gene in pisces, aves and mammals. Mitochondrion 2017; 37:17-26. [PMID: 28668667 DOI: 10.1016/j.mito.2017.06.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 05/19/2017] [Accepted: 06/26/2017] [Indexed: 01/05/2023]
Abstract
Animal mitochondrial genome harbours 13 protein coding genes which regulate the process of respiration. The mitochondrial NADH dehydrogenase 1 (MT-ND1) gene, one of the 13 protein-coding genes, encodes the NADH dehydrogenase 1 enzyme of the respiratory chain. Analysis of codon usage bias (CUB) acquires importance for better understanding of the molecular biology, new gene discovery, design of transgenes and gene evolution. The MT-ND1 gene seems to be a good candidate for analyzing codon usage pattern, since no work has yet been reported. Moreover, it is still not clear which factors significantly influence the codon usage pattern. In the present study, comparative analysis of codon usage pattern, expression level and influencing factors for MT-ND1 gene from 100 different species each of pisces, aves and mammals were used for CUB analysis. Our result suggests that the gene is AT rich in pisces, aves and mammals and most of the nucleotides significantly differ among them as revealed from t-test. CUB was not remarkable as reflected by high value of effective number of codons and it also significantly differs among pisces, aves and mammals. Although we found that CUB is mainly influenced by natural selection and mutation pressure for MT-ND1 gene as suggested by correlation and correspondence analysis but neutrality plot further revealed that natural selection played a major role and mutation pressure played a minor role in codon usage pattern. Additionally, t-test analysis showed that the MT-ND1 gene has a wide significant discrepancy in codon choices in pisces, aves and mammals. This study has contributed to boost our understanding about the mechanism of distribution of the codons and the factors that may influence the evolution of the MT-ND1 gene.
Collapse
Affiliation(s)
- Arif Uddin
- Department of Zoology, Moinul Hoque Choudhury Memorial Science College, Algapur, Hailakandi 788150, Assam, India.
| | | | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar 788011, Assam, India.
| |
Collapse
|