Elsevier

Mitochondrion

Volume 37, November 2017, Pages 17-26
Mitochondrion

Factors influencing codon usage of mitochondrial ND1 gene in pisces, aves and mammals

https://doi.org/10.1016/j.mito.2017.06.004Get rights and content

Highlights

  • Our result suggests that the ND1 is AT rich in pisces, aves and mammals.

  • Most of the nucleotides differ significantly among pisces, aves and mammals as revealed from t-test.

  • The codon usage bias was low in ND1gene.

  • Codon usage bias is mainly influenced by natural selection and mutation pressure.

  • t-Test analysis showed that the MT-ND1 gene has a wide significant discrepancy in codon choices in pisces, aves and mammals.

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.

Introduction

The MT-ND1 gene is one of the 13 protein-coding genes in mitochondrial DNA involved in respiration. It encodes the NADH dehydrogenase 1 enzyme and forms a subunit of complex I of the mitochondrial respiratory chain (Hauptmann et al., 2009). The mitochondrial DNA is covalently closed, double stranded structure with nearly 16.6 kb size, which encodes 2 rRNA, 22 tRNAs and 13 polypeptides (Chen et al., 2009). Each polypeptide encoded by mitochondrial gene is a subunit of one of four respiratory complexes in the electron transport chain (ETC) localized in the inner membrane of mitochondria (Braun et al., 1992). The mitochondrial DNA is maternally inherited and harbours higher rates of mutation (Taylor and Turnbull, 2005). The lack of introns in the mitochondrial genes and histones in packaging of mitochondrial genome makes mitochondrial DNA more prone to mutation due to the presence of reactive oxygen species (ROS) generated by oxidative phosphorylation in the mitochondria (Kunkel and Loeb, 1981, Matsukage et al., 1975, Modica-Napolitano and Singh, 2004, Shay and Werbin, 1992, Singh et al., 2001, Torri and Englund, 1995). Mutation rate in mitochondrial DNA is tenfold higher than nuclear DNA (Shoubridge, 2000, Wilson and Roof, 1997). Mitochondrial DNA is an excellent tool for evolutionary study due to its small size and relatively conserved gene content and high mutation rate (Clark et al., 2007). Unlike nuclear genetic code, mitochondrial genetic code in vertebrates is composed of 60 sense codons that represent 20 standard amino acids, and the remaining four codons that act as termination signals are TAA, TAG, AGA and AGG (Knight et al., 2001). The genetic code is universal with a few exceptions in mitochondrial DNA. In animal mitochondrial DNA only six codons have been reported which vary in the process of evolution and these codons are TGA, ATA, AAA, AGA, AGG and TAA. The codon TGA acts as termination codon in standard genetic code but in animal mitochondrial DNA, TGA encodes Trp. The codon ATA encodes Ile in standard genetics code but Met in most of the mitochondrial DNA of metazoans (Watanabe and Yokobori, 2011).

Codon usage bias (CUB) is the phenomenon of unequal usage of codons during translation of genes. In protein-coding genes, some codons are used more often than other synonymous codons which create such bias. These codons are called optimal or preferred codons. CUB is a common trend in an extensive variety of organisms, including prokaryotes as well as eukaryotes (Akashi, 1997, Sharp et al., 1993). The codon usage pattern is a unique property of a genome (Grantham et al., 1980). Furthermore, within the same organism, different tissues may exhibit different codon usage pattern (Plotkin et al., 2004). The mutations in the third codon position generally changes the synonymous codons without altering the encoded amino acid and thereby retaining the primary sequence of the protein (Biro, 2008). Generally, compositional properties under mutational pressure and natural selection have been considered to be the two main forces influencing the codon usage bias among genes (Sharp et al., 1993, Shields et al., 1988, Stenico et al., 1994). In some organisms, the codon usage bias is influenced by the mutation pressure and genetic drift while in other organisms, it is due to the balance between natural selection and mutational pressure (Bulmer, 1991). In certain genes, the mutation pressure plays an important role in influencing the synonymous codon usage bias due to very high content of any of the four nucleotides (Karlin and Mrázek, 1996, Sharp et al., 1993, Zhao et al., 2007, Zhong et al., 2007). Mutational bias arises from extremely high or low G or C nucleotide in the wobble position in an open reading frame (Sueoka, 1988). Previous studies on the highly expressed genes suggested that the phenomenon of translational selection is responsible for codon usage bias. The preferred codons are easily recognized by the abundant tRNA molecules in highly expressed genes (Bibb et al., 1984, McEwan and Gatherer, 1999).

The mitochondrial electron transport chain plays a vital role in fulfilling energy requirements of an organism. Analysis of codon usage patterns in MT-ND1 gene is of great interest to understand how the energy requirement of pisces, aves and mammals, influences the codon usage pattern against rapid environmental changes during the course of evolution. These three groups namely pisces, aves and mammals live in three different habitats and so their mode of respiration and energy requirement are also different (Ellington, 2001). Therefore, the study of synonymous codon usage helps in understanding the factors influencing gene evolution. Some previous studies on codon usage pattern of nuclear and mitochondrial genomes have been conducted on some invertebrates and vertebrates (Karlin and Mrázek, 1996, Wei et al., 2014). However, no work was reported for MT-ND1 gene. Since all the protein-coding mitochondrial genes play a crucial role in the electron transport chain, so the study of their codon usage will be interesting to generate biologically useful information. Mitochondrial genome is a suitable tool to study the evolutionary relationship due to its small size, relatively conserved gene content, maternal inheritance pattern and high mutation rate. Herein, we investigated the mitochondrial MT-ND1 gene to understand the codon usage pattern among 100 species each of pisces, aves and mammals belonging to aquatic, aerial and terrestrial environments, respectively. Understanding the synonymous codon usage patterns in MT-ND1 gene among pisces, aves and mammals would improve our knowledge on the distribution of codons, their variation and eventuallyelucidate the factors influencing the codon usage pattern.

Section snippets

Availability of sequences data

The coding sequences (cds) of the MT-ND1 gene for 100 species each of pisces, aves and mammals were retrieved from National Center for Biotechnology Information, USA (http://www.ncbi.nlm.nih.gov/). The accession number and name of different species are shown in S1.

Compositional constraints

The compositional properties of the MT-ND1 gene coding sequences (CDS) that were determined for 100 species each of pisces, aves and mammals were (i) general nucleotide composition (A, C, T and G %) and nucleotide composition in its

Nucleotide composition in MT-ND1 gene

The non-uniform usage of codons i.e. some codons are more preferred to others (codon usage bias) can be influenced by compositional constraints of the genomes (Jenkins and Holmes, 2003). We therefore analyzed compositional features of different species of pisces, aves and mammals for MT-ND1 gene. In pisces, the nucleobase C was the highest followed by T, A and G whereas in aves the nucleobases C and A were higher than T and G. In mammals the nucleobases A and C were higher than T and G. From

Discussion

The present investigation highlights the codon usage patterns of mitochondrial ND1 gene in a comparative manner among pisces, aves and mammals. The different species of pisces, aves and mammals analyzed in this study are important because their modes of respiration and energy consumption are different, inhabiting aquatic, aerial and terrestrial life respectively. CUB is an essential but complex evolutionary process, and it exists in a wide variety of diverse organisms, ranging from prokaryotes

Conclusions

For the first time, we have reported the codon usage pattern of the MT-ND1 gene in pisces, aves and mammals and the factors that influence these codon usage patterns. Expression level of the MT-ND1 gene is high, and it significantly differs among pisces, aves and mammals. Nucleotide composition influences the codon usage pattern, and it significantly varies among pisces, aves and mammals. Evidence suggests that CUB is not remarkable and appears to be the result of a complex equilibrium between

Abbreviations

    CUB

    codon usage bias

    ENC

    effective number of codons

    RSCU

    relative synonymous codon usage

    CAI

    codon adaptation index

    COA

    correspondence analysis

Ethics approval and consent to participate

Not applicable. The study is based on DNA sequenced based analysis.

Availability of data and materials

All the data are available in the manuscript and the supplementary file.

Competing of interests

The authors have declared that no competing interests exist.

Funding information

The work is unfunded.

Author's contribution

SC and AU conceived and designed the experiments. SC and AU performed the experiments. AU and MNC analyzed the data and wrote the manuscript.All authors have read and approved the final manuscript.

Acknowledgement

We are thankful to Assam University, Silchar, Assam, India for providing necessary lab facilities.

References (88)

  • J. Kyte et al.

    A simple method for displaying the hydropathic character of a protein

    J. Mol. Biol.

    (1982)
  • J.S. Modica-Napolitano et al.

    Mitochondrial dysfunction in cancer

    Mitochondrion

    (2004)
  • H. Romero et al.

    The influence of translational selection on codon usage in fishes from the family Cyprinidae

    Gene

    (2003)
  • J.W. Shay et al.

    New evidence for the insertion of mitochondrial DNA into the human genome: significance for cancer and aging

    Mutat. Res/DNAging

    (1992)
  • A.F. Torri et al.

    A DNA polymerase β in the mitochondrion of the trypanosomatid Crithidia fasciculata

    J. Biol. Chem.

    (1995)
  • T. Tuller et al.

    An evolutionarily conserved mechanism for controlling the efficiency of protein translation

    Cell

    (2010)
  • A. Uddin et al.

    Codon usage trend in mitochondrial CYB gene

    Gene

    (2016)
  • F. Wright

    The ‘effective number of codons’ used in a gene

    Gene

    (1990)
  • S. Zhao et al.

    The factors shaping synonymous codon usage in the genome of Burkholderia mallei

    J. Genet. Genomics

    (2007)
  • E. Zuckerkandl et al.

    Evolutionary divergence and convergence in proteins

    Evolving Genes Proteins

    (1965)
  • H. Akashi

    Synonymous codon usage in Drosophila melanogaster: natural selection and translational accuracy

    Genetics

    (1994)
  • Y. Arava et al.

    Dissecting eukaryotic translation and its control by ribosome density mapping

    Nucleic Acids Res.

    (2005)
  • S.K. Behura et al.

    Comparative analysis of codon usage bias and codon context patterns between dipteran and hymenopteran sequenced genomes

    PLoS One

    (2012)
  • O.G. Berg

    Selection intensity for codon bias and the effective population size of Escherichia coli

    Genetics

    (1996)
  • J.C. Biro

    Studies on the Origin and Evolution of Codon Bias

    (2008)
  • H.-P. Braun et al.

    The general mitochondrial processing peptidase from potato is an integral part of cytochrome c reductase of the respiratory chain

    EMBO J.

    (1992)
  • M. Bulmer

    The selection-mutation-drift theory of synonymous codon usage

    Genetics

    (1991)
  • A.M. Butt et al.

    Genome-wide analysis of codon usage and influencing factors in chikungunya viruses

    PLoS One

    (2014)
  • J. Chamary et al.

    Hearing silence: non-neutral evolution at synonymous sites in mammals

    Nat. Rev. Genet.

    (2006)
  • H. Chen et al.

    Mutation and selection cause codon usage and bias in mitochondrial genomes of ribbon worms (Nemertea)

    PLoS One

    (2014)
  • A.G. Clark et al.

    Evolution of genes and genomes on the Drosophila phylogeny

    Nature

    (2007)
  • D.A. Drummond et al.

    The evolutionary consequences of erroneous protein synthesis

    Nat. Rev. Genet.

    (2009)
  • X. Duan et al.

    A comprehensive analysis of codon usage patterns in blunt snout bream (Megalobrama amblycephala) based on RNA-Seq data

    Int. J. Mol. Sci.

    (2015)
  • W.R. Ellington

    Evolution and physiological roles of phosphagen systems

    Annu. Rev. Physiol.

    (2001)
  • A. Fadiel

    Genome Analysis of Genbank Known Rabbit

    (2003)
  • C. Fu et al.

    Genome-wide identification and characterization of cytochrome P450 monooxygenase genes in the ciliate Tetrahymena thermophila

    BMC Genomics

    (2009)
  • D. Gatherer et al.

    Small regions of preferential codon usage and their effect on overall codon bias-the case of the plp gene

    IUBMB Life

    (1997)
  • M. Gouy et al.

    Codon usage in bacteria: correlation with gene expressivity

    Nucleic Acids Res.

    (1982)
  • R. Grantham et al.

    Codon frequencies in 119 individual genes confirm consistent choices of degenerate bases according to genome type

    Nucleic Acids Res.

    (1980)
  • S. Hassan et al.

    Synonymous codon usage analysis of thirty two mycobacteriophage genomes

    Adv. Bioinforma.

    (2010)
  • B. He et al.

    Analysis of codon usage patterns in Ginkgo biloba reveals codon usage tendency from A/U-ending to G/C-ending

    Sci Rep

    (2016)
  • T. Ikemura

    Codon usage and tRNA content in unicellular and multicellular organisms

    Mol. Biol. Evol.

    (1985)
  • W.K. Kaufmann et al.

    DNA damage and cell cycle checkpoints

    FASEB J.

    (1996)
  • R.D. Knight et al.

    Rewiring the keyboard: evolvability of the genetic code

    Nat. Rev. Genet.

    (2001)
  • Cited by (17)

    • Insight of genetic features prevalent in three Echinoderm species (Apostichopus japonicus, Heliocedaris erythrogramma and Asterias rubens) and their evolutionary association using comparative codon pattern analysis

      2022, Gene Reports
      Citation Excerpt :

      The result of RSCU analysis that revealed the preference of AC ending codons in H. erythrogramma and A. rubens. Similar results were found among pisces, aves and mammals (Uddin et al., 2017) and similar frequent AC ending codons in both species could be attributed that the compositional constraint may not be the only factor associated with codon usage patterns, because even though the overall RSCU values could indicate the codon usage pattern for the genomes, it may hide the codon usage deviation among several genes in a genome (Hassan et al., 2010). AC ending reflecting the role of both mutation and selection in shaping codon usage pattern in both species (Wang et al., 2016).

    • Understanding the codon usage patterns of mitochondrial CO genes among Amphibians

      2021, Gene
      Citation Excerpt :

      Moreover, CUB was the highest for COII gene compared to other two with the exception of COII gene in Anura. Supporting to the result of a few others (Guan et al., 2019; Uddin and Chakraborty, 2014, 2016, 2017; Uddin et al., 2017, 2019a), we observed somewhat consistent usage of all synonymous codons encoding an individual amino acid. Uddin et al made a similar observation in mitochondrial ATP8 gene in mammals where ENC value varied from 42 to 60 (Uddin and Chakraborty, 2014).

    • Allele frequency analysis of GALC gene causing Krabbe disease in human and its codon usage

      2020, Gene
      Citation Excerpt :

      Protein properties i.e., GRAVY, hydrophilicity and aromaticity of the four isoforms were found to influence the CUB of GALC genes. Similar, findings were also reported in previous studies (Uddin and Chakraborty, 2016; Uddin et al., 2017; Uddin and Chakraborty, 2018). The amino acid usage of GALC gene reported maximal content of leucine, glycine, threonine, serine, alanine and isoleucine amino acids in the protein, while least amount of cysteine and methionine.

    • Whole genome analysis of codon usage in Echinococcus

      2018, Molecular and Biochemical Parasitology
      Citation Excerpt :

      TrS2 estimates the codon-anticodon interaction efficiency revealing bias in favour of optimal codon-anticodon energy and represents the translational efficiency of a gene. TrS2 value > 0.5 shows bias in favour of translational selection according to Gouy and Gautier [69–71]. The ENc-plot was used to analyse the influence of base the composition on the codon usage in a genome [18].

    View all citing articles on Scopus
    View full text