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Comparative chloroplast genome analysis of six millet species along with related Poaceae family members

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Abstract

Millets considered as storehouse of nutrients, are C4 plants that offer a more reliable yield than other crops in low-rainfall regions. Within the millet species, comparative and reconstructed phylogenetic analysis were performed. We compared the two major millet, four minor millet and one cereal crop chloroplast genomes and obtained a complete map of the variability across the genomes. Despite variations in genome size, SSR, and the SC/IR boundary, we observed the high consistency patterns of codon bias, genome structure, and gene content. For comparison across the genome, a whole genome alignment was performed. The chloroplast genomes locally collinear blocks revealed that their gene organization and order had been well preserved. Based on the examination of the entire chloroplast genomes, phylogenetic relationships for the millet species were discovered with Oryza sativa as an outgroup using Maximum Likelihood analysis. Future breeding programmes for valuable millet and cereal crops in the Poaceae family would benefit greatly from this information.

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Abbreviations

cp:

Chloroplast

LSC:

Large single-copy

SSC:

Small single-copy

SSR:

Simple sequence repeats

IR:

Inverted repeats

References

  1. Amiryousefi A, Hyvönen J, Poczai P. IRscope: an online program to visualize the junction sites of chloroplast genomes. Bioinformatics. 2018;34(17):3030–1.

    Article  PubMed  CAS  Google Scholar 

  2. Cao X, Liu S, Mu Z, Qiao Z. Characteration and comparative analysis of the whole chloroplast genomes of five common millet (Panicum miliaceum). Mitochondrial DNA Part B. 2021;6(3):738–44.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Cao X, Wang J, Wang H, Liu S, Chen L, Tian X, et al. The complete chloroplast genome of Panicum miliaceum. Mitochondrial DNA Part B. 2017;2(1):43–5.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Chen C, Chen H, Zhang Y, Thomas HR, Frank MH, He Y, et al. TBtools: an integrative toolkit developed for interactive analyses of big biological data. Mol Plant. 2020;13(8):1194–202.

    Article  PubMed  CAS  Google Scholar 

  5. Cui Y, Nie L, Sun W, Xu Z, Wang Y, Yu J, et al. Comparative and phylogenetic analyses of ginger (Zingiber officinale) in the family Zingiberaceae based on the complete chloroplast genome. Plants. 2019;8(8):283.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  6. Darling AC, Mau B, Blattner FR, Perna NT. Mauve: multiple alignment of conserved genomic sequence with rearrangements. Genome Res. 2004;14(7):1394–403.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  7. Deng Y, Luo Y, He Y, Qin X, Li C, Deng X. Complete chloroplast genome of Michelia shiluensis and a comparative analysis with four Magnoliaceae species. Forests. 2020;11(3):267.

    Article  Google Scholar 

  8. Du L, Zhang C, Liu Q, Zhang X, Yue B. Krait: an ultrafast tool for genome-wide survey of microsatellites and primer design. Bioinformatics. 2018;34(4):681–3.

    Article  PubMed  CAS  Google Scholar 

  9. Huang Y-Y, Cho S-T, Haryono M, Kuo C-H. Complete chloroplast genome sequence of common bermudagrass (Cynodon dactylon (L.) Pers.) and comparative analysis within the family Poaceae. PloS One. 2017;12(6):e0179055.

  10. Krause K. Piecing together the puzzle of parasitic plant plastome evolution. Planta. 2011;234(4):647–56.

    Article  PubMed  CAS  Google Scholar 

  11. Letunic I, Bork P. Interactive Tree Of Life (iTOL): an online tool for phylogenetic tree display and annotation. Bioinformatics. 2007;23(1):127–8.

    Article  PubMed  CAS  Google Scholar 

  12. Liu F, Zhao Y, Luo D, Hong D, Li R. The complete chloroplast genome sequence of Oryza eichingeri (Poaceae). Mitochondrial DNA Part B. 2017;2(2):465–6.

    Article  PubMed  PubMed Central  Google Scholar 

  13. McInerney JO. GCUA: general codon usage analysis. Bioinformatics (Oxford, England). 1998;14(4):372–3.

    PubMed  CAS  Google Scholar 

  14. Nie X, Zhao X, Wang S, Zhang T, Li C, Liu H, et al. Complete chloroplast genome sequence of Broomcorn Millet (Panicum miliaceum L.) and comparative analysis with other Panicoideae species. Agronomy. 2018;8(9):159.

  15. Parameswaran KP, Sadasivam S. Changes in the carbohydrates and nitrogenous components during germination of proso millet, Panicum miliaceum. Plant Foods Hum Nutr. 1994;45:97–102.

    Article  PubMed  CAS  Google Scholar 

  16. Paschapur AU, Joshi D, Mishra K, Kant L, Kumar V, Kumar A. Millets for life: a brief introduction. Millets Millet Technol. 2021:1–32.

  17. Powell W, Morgante M, Andre C, McNicol J, Machray G, Doyle J, et al. Hypervariable microsatellites provide a general source of polymorphic DNA markers for the chloroplast genome. Curr Biol. 1995;5(9):1023–9.

    Article  PubMed  CAS  Google Scholar 

  18. Powell W, Morgante M, McDevitt R, Vendramin G, Rafalski J. Polymorphic simple sequence repeat regions in chloroplast genomes: applications to the population genetics of pines. Proc Natl Acad Sci. 1995;92(17):7759–63.

    Article  ADS  PubMed  PubMed Central  CAS  Google Scholar 

  19. Puigbò P, Bravo IG, Garcia-Vallve S. CAIcal: a combined set of tools to assess codon usage adaptation. Biol Direct. 2008;3(1):1–8.

    Article  Google Scholar 

  20. Rao BR, Nagasampige MH, Ravikiran M. Evaluation of nutraceutical properties of selected small millets. J Pharm Bioallied Sci. 2011;3(2):277.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  21. Raveendar S, Lee G, Lee K, Shin M, Lee J, Lee S, et al. The complete chloroplast genome of pearl millet (Pennisetum glaucum (L.) R. Br.) and comparative analysis within the family Poaceae. Cereal Res Commun. 2019;47(1):1–10.

  22. Rozas J, Ferrer-Mata A, Sánchez-DelBarrio JC, Guirao-Rico S, Librado P, Ramos-Onsins SE, et al. DnaSP 6: DNA sequence polymorphism analysis of large data sets. Mol Biol Evol. 2017;34(12):3299–302.

    Article  PubMed  CAS  Google Scholar 

  23. Saski C, Lee S-B, Fjellheim S, Guda C, Jansen RK, Luo H, et al. Complete chloroplast genome sequences of Hordeum vulgare, Sorghum bicolor and Agrostis stolonifera, and comparative analyses with other grass genomes. Theor Appl Genet. 2007;115:571–90.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  24. Sebastin R, Lee G-A, Lee KJ, Shin M-J, Cho G-T, Lee J-R, et al. The complete chloroplast genome sequences of little millet (Panicum sumatrense Roth ex Roem. and Schult.)(Poaceae). Mitochondrial DNA Part B. 2018;3(2):719–20.

  25. Sharp PM, Tuohy TM, Mosurski KR. Codon usage in yeast: cluster analysis clearly differentiates highly and lowly expressed genes. Nucleic Acids Res. 1986;14(13):5125–43.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  26. Singh BP, Kumar A, Kaur H, Singh H, Nagpal AK. CpGDB: a comprehensive database of chloroplast genomes. Bioinformation. 2020;16(2):171.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Song C, Shen W, Du L, Wen J, Lin J, Li R. Development and chemical characterization of Casparian strips in the roots of Chinese fir (Cunninghamia lanceolata). Trees. 2019;33:827–36.

    Article  CAS  Google Scholar 

  28. Song W, Chen Z, He L, Feng Q, Zhang H, Du G, et al. Comparative chloroplast genome analysis of wax gourd (Benincasa hispida) with three Benincaseae species, revealing evolutionary dynamic patterns and phylogenetic implications. Genes. 2022;13(3):461.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  29. Song W, Chen Z, Shi W, Han W, Feng Q, Shi C, et al. Comparative analysis of complete chloroplast genomes of nine species of Litsea (Lauraceae): Hypervariable regions, positive selection, and phylogenetic relationships. Genes. 2022;13(9):1550.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  30. Song W, Ji C, Chen Z, Cai H, Wu X, Shi C, et al. Comparative analysis the complete chloroplast genomes of nine Musa species: genomic features, comparative analysis, and phylogenetic implications. Front Plant Sci. 2022;13: 832884.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Song Y, Chen Y, Lv J, Xu J, Zhu S, Li M. Comparative chloroplast genomes of Sorghum species: sequence divergence and phylogenetic relationships. BioMed Research International. 2019;2019.

  32. Tadele Z. Drought adaptation in millets: InTech; 2016.

  33. Tamura K, Dudley J, Nei M, Kumar S. MEGA4: molecular evolutionary genetics analysis (MEGA) software version 4.0. Molecular biology and evolution. 2007;24(8):1596–9.

  34. Tillich M, Lehwark P, Pellizzer T, Ulbricht-Jones ES, Fischer A, Bock R, et al. GeSeq–versatile and accurate annotation of organelle genomes. Nucleic Acids Res. 2017;45(W1):W6–11.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  35. Wang S, Gao L-Z. The complete chloroplast genome of an irreplaceable dietary and model crop, foxtail millet (Setaria italica). Mitochondrial DNA Part A. 2016;27(6):4442–3.

    Article  MathSciNet  CAS  Google Scholar 

  36. Xue S, Shi T, Luo W, Ni X, Iqbal S, Ni Z, et al. Comparative analysis of the complete chloroplast genome among Prunus mume, P. armeniaca, and P. salicina. Horticulture research. 2019;6:89.

  37. Yadav O, Rai K. Genetic improvement of pearl millet in India. Agricultural Research. 2013;2:275–92.

    Article  CAS  Google Scholar 

  38. Yang Z, Zhao T, Ma Q, Liang L, Wang G. Comparative genomics and phylogenetic analysis revealed the chloroplast genome variation and interspecific relationships of Corylus (Betulaceae) species. Front Plant Sci. 2018;9:927.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Yap J-YS, Rohner T, Greenfield A, Van Der Merwe M, McPherson H, Glenn W, et al. Complete chloroplast genome of the wollemi pine (Wollemia nobilis): structure and evolution. PloS one. 2015;10(6):e0128126.

  40. Zhang Y, Nie X, Jia X, Zhao C, Biradar SS, Wang L, et al. Analysis of codon usage patterns of the chloroplast genomes in the Poaceae family. Aust J Bot. 2012;60(5):461–70.

    Article  CAS  Google Scholar 

  41. Zhou M, Long W, Li X. Patterns of synonymous codon usage bias in chloroplast genomes of seed plants. For Stud China. 2008;10:235–42.

    Article  CAS  Google Scholar 

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Acknowledgements

The authors would like to acknowledge Department of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Department of Millets, Tamil Nadu Agricultural University, Coimbatore for providing the necessary facilities to carry out this work.

Funding

This research was carried out in the Bioinformatics Laboratory, Dept. of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University supported by the Biotechnology Information System (BTIS) program (BT/PR40235/BTIS/137/39/2022) of the Department of Biotechnology (DBT), Government of India, New Delhi.

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All authors contributed to the study conception and design. Material preparation were performed by JM. Data collection and analysis were performed by DS. All authors read and approved the final manuscript.

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Correspondence to Jayakanthan Mannu.

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Corresponding Editor: Manoj Prasad; Reviewers: Z Suo, J Zhang.

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Sathyamurthy, D., Mannu, J., Natesan, S. et al. Comparative chloroplast genome analysis of six millet species along with related Poaceae family members. Nucleus (2024). https://doi.org/10.1007/s13237-023-00464-0

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