Research & Reviews: A Journal of Bioinformatics Review Article
Identifying Origin of Replication (ORI) sites in genomic sequence using Python-based programming and Motif analysis in Bioinformatics
Abstract
ORI sites serve a critical function in DNA replication serving as the beginning point of the process. Identifying the spots appropriately means a lot and is important for the biologists working in the lab. Detecting the ORI is not only vital for the detection of replication sites but is also important in numerous biological processes. In this study, we offer a unique approach employing Python-based motif analysis to discover the ORI sites within the supplied genomic sequence. It also highlights the problems of finding the ORI site and what are the alternatives. The sequence of the nucleotides or the genome sequence of the organisms that are utilized in this study as a reference for the detection of ORI has been supplied in the reference section. In this study, we discuss the method discovering the ORI of different organisms, we also share open-source Python programs and the genomic sequence that we utilized while completing this research. This research contributes to advance the field of bioinformatics by establishing a user-friendly framework for ORI site discovery, simplifying key exploration into DNA replication mechanisms and genome dynamics. In this paper, we have also spoken about the motif and the features. Also defined the circadian cycle and gene expressions and talked about the evening elements. Using skew arrays will increase the results and it will undoubtedly aid in detecting the ORI of complicated organisms like E. coli.
Keywords
References (25)
- Jacob F, Brenner S, Cuzin F. On the Regulation of DNA Replication in Bacteria. Cold Spring Harbor Symposia on Quantitative Biology. 1963;28(0):329-348. doi:10.1101/sqb.1963.028.01.048
- Messer W. The bacterial replication initiator DnaA. DnaA andoriC, the bacterial mode to initiate DNA replication. FEMS Microbiology Reviews. 2002;26(4):355-374. doi:10.1111/j.1574-6976.2002.tb00620.x
- Harrison PW, Lower RPJ, Kim NKD, Young JPW. Introducing the bacterial ‘chromid’: not a chromosome, not a plasmid. Trends in Microbiology. 2010;18(4):141-148. doi:10.1016/j.tim.2009.12.010
- Gao F. Bacteria may have multiple replication origins. Frontiers in Microbiology. 2015;6. doi:10.3389/fmicb.2015.00324
- Zakrzewska-Czerwińska J, Jakimowicz D, Zawilak-Pawlik A, Messer W. Regulation of the initiation of chromosomal replication in bacteria. FEMS Microbiology Reviews. 2007;31(4):378-387. doi:10.1111/j.1574-6976.2007.00070.x
- Leonard AC, Grimwade JE. The orisome: structure and function. Frontiers in Microbiology. 2015;6. doi:10.3389/fmicb.2015.00545
- Krause M, Rückert B, Lurz R, Messer W. Complexes at the replication origin of Bacillus subtilis with homologous and heterologous DnaA protein. Journal of Molecular Biology. 1997;274(3):365-380. doi:10.1006/jmbi.1997.1404
- Brilli M, Fondi M, Fani R, Mengoni A, Ferri L, Bazzicalupo M, et al. The diversity and evolution of cell cycle regulation in alpha-proteobacteria: a comparative genomic analysis. BMC Systems Biology. 2010;4(1). doi:10.1186/1752-0509-4-52
- Jaworski P, Donczew R, Mielke T, Thiel M, Oldziej S, Weigel C, et al. Unique and Universal Features of Epsilonproteobacterial Origins of Chromosome Replication and DnaA-DnaA Box Interactions. Frontiers in Microbiology. 2016;7. doi:10.3389/fmicb.2016.01555
- Richardson TT, Harran O, Murray H. The bacterial DnaA-trio replication origin element specifies single-stranded DNA initiator binding. Nature. 2016;534(7607):412-416. doi:10.1038/nature17962
- Ryan VT, Grimwade JE, Camara JE, Crooke E, Leonard AC. Escherichia coliprereplication complex assembly is regulated by dynamic interplay among Fis, IHF and DnaA. Molecular Microbiology. 2004;51(5):1347-1359. doi:10.1046/j.1365-2958.2003.03906.x
- Bramhill D, Kornberg A. Duplex opening by dnaA protein at novel sequences in initiation of replication at the origin of the E. coli chromosome. Cell. 1988;52(5):743-755. doi:10.1016/0092-8674(88)90412-6
- Kowalski D, Eddy MJ. The DNA unwinding element: a novel, cis-acting component that facilitates the opening of the Escherichia coli replication origin. EMBO J. 1989; 8:4335-44.
- Marczynski GT, Rolain T, Taylor JA. Redefining bacterial origins of replication as centralized information processors. Frontiers in Microbiology. 2015;6. doi:10.3389/fmicb.2015.00610
- Song C, Zhang S, Huang H. Choosing a suitable method for the identification of replication origins in microbial genomes. Frontiers in MICROBIOLOGY. 2015;6. doi:10.3389/fmicb.2015.01049
- Song J, Ware A, Liu SL. Wavelet to predict bacterial ori and ter: a tendency towards a physical balance. BMC Genomics. 2003;4(1). doi:10.1186/1471-2164-4-17
- Gao F, Zhang CT. Ori-Finder: A web-based system for finding oriC s in unannotated bacterial genomes. BMC Bioinformatics. 2008;9(1). doi:10.1186/1471-2105-9-79
- Kundal S, Lohiya R, Shah K. iCorr: Complex correlation method to detect the origin of replication in prokaryotic and eukaryotic genomes. arXiv. 2016.
- Maderankova D, Sedlar K, Vitek M, Skutkova H. The identification of replication origin in bacterial genomes by cumulated phase signal. 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). 2017:1-5. doi:10.1109/cibcb.2017.8058561
- Zhang G, Gao F. Quantitative analysis of correlation between AT and GC biases among bacterial genomes. PLOS ONE. 2017;12(2):e0171408. doi:10.1371/journal.pone.0171408
- Lobry JR. A simple vectorial representation of DNA sequences for the detection of replication origins in bacteria. Biochimie. 1996;78(5):323-326. doi:10.1016/0300-9084(96)84764-x
- Mackiewicz P. Where does bacterial replication start? Rules for predicting the oriC region. Nucleic Acids Research. 2004;32(13):3781-3791. doi:10.1093/nar/gkh699
- Luo H, Zhang CT, Gao F. Ori-Finder 2, an integrated tool to predict replication origins in the archaeal genomes. Frontiers in Microbiology. 2014;5. doi:10.3389/fmicb.2014.00482
- Gao F, Zhang CT. DoriC: a database oforiCregions in bacterial genomes. Bioinformatics. 2007;23(14):1866-1867. doi:10.1093/bioinformatics/btm255
- Gao F, Luo H, Zhang CT. DoriC 5.0: an updated database of oriC regions in both bacterial and archaeal genomes. Nucleic Acids Research. 2012;41(D1):D90-D93. doi:10.1093/nar/gks990