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Matematicheskaya Biologiya i Bioinformatika, 2017, Volume 12, Issue 2, Pages 547–558
DOI: https://doi.org/10.17537/2017.12.547
(Mi mbb312)
 

This article is cited in 8 scientific papers (total in 8 papers)

Bioinformatics

Short unique sequences in bacterial genomes as strain- and species-specific signatures

V. V. Panyukovab, S. S. Kiselevc, O. V. Alikinac, N. N. Nazipovaab, O. N. Ozolinecb

a 142290, Institute of Mathematical Problems of Biology – the Branch of Keldysh Institute of Applied Mathematics of Russian Academy of Sciences, Pushchino, Moscow Region, Russian Federation
b 142290, Pushchino Research Center of Russian Academy of Sciences, Pushchino, Moscow Region, Russian Federation
c 142290, Institute of Cell Biophysics of Russian Academy of Sciences, Pushchino, Moscow Region, Russian Federation
Full-text PDF (421 kB) Citations (8)
References:
Abstract: The paper presents a new approach for phylotyping that can be potentially used for pure cultures and for mixed bacterial populations. It is based on the use of short unique nucleotide sequences (k-mers) that are present in the genomes of all strains of the same species and are absent in bacterial genomes of other taxonomic groups. We show that the number N of such sequences depends on the percentage bias towards A/T or G/C base pairs, increasing for genomes with approximately equal composition. We found that the largest contribution to the set of primarily unique sequences is given by 1617-mers, while sigmoidal curves reflecting the dependence of N on the length of k-mers showed the maximum slope increment (ΔN/Δk) for k=17,18. Unique sequences of the length 1618 bases can therefore be offered as potential markers. Comparing the sets of unique k-mers in the genomes of four Enterobacter strains, we estimated the level of their intraspecies stability and interspecies plasticity. As a result, we suggest discriminatory subsets as stencils for phylotyping, thereby increasing the list of genotyping markers with signatures of the new type.
Key words: microbiomes, bacterial genomes, genotyping, unique nucleotide sequences.
Funding agency Grant number
Russian Foundation for Basic Research 15-07-05783_а
16-04-01570_а
The study was partially supported by the Russian Foundation for Basic Research (grants №16-04-01570 and №15-07-05783).
Received 25.11.2017, Published 19.12.2017
Document Type: Article
UDC: 579:252
Language: English
Citation: V. V. Panyukov, S. S. Kiselev, O. V. Alikina, N. N. Nazipova, O. N. Ozoline, “Short unique sequences in bacterial genomes as strain- and species-specific signatures”, Mat. Biolog. Bioinform., 12:2 (2017), 547–558
Citation in format AMSBIB
\Bibitem{PanKisAli17}
\by V.~V.~Panyukov, S.~S.~Kiselev, O.~V.~Alikina, N.~N.~Nazipova, O.~N.~Ozoline
\paper Short unique sequences in bacterial genomes as strain- and species-specific signatures
\jour Mat. Biolog. Bioinform.
\yr 2017
\vol 12
\issue 2
\pages 547--558
\mathnet{http://mi.mathnet.ru/mbb312}
\crossref{https://doi.org/10.17537/2017.12.547}
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  • https://www.mathnet.ru/eng/mbb312
  • https://www.mathnet.ru/eng/mbb/v12/i2/p547
  • This publication is cited in the following 8 articles:
    1. O. Y. Kiryanova, I. I. Kiryanov, B. R. Kuluev, R. R. Garafutdinov, A. V. Chemeris, I. M. Gubaydullin, “Multiplex in silico RAPD-analysis for genome barcoding”, Mat. Biolog. Bioinform., 17:2 (2022), 208–229  mathnet  mathnet  crossref
    2. N.N. Nazipova, Proceedings of the International Conference “Mathematical Biology and Bioinformatics”, 9, Proceedings of the International Conference “Mathematical Biology and Bioinformatics”, 2022  crossref
    3. M. Frolova, S. Yudin, V. Makarov, O. Glazunova, O. Alikina, N. Markelova, N. Kolzhetsov, T. Dzhelyadin, V. Shcherbakova, V. Trubitsyn, V. Panyukov, A. Zaitsev, S. Kiselev, K. Shavkunov, O. Ozoline, “Lacticaseibacillus paracasei: occurrence in the human gut microbiota and k-mer-based assessment of intraspecies diversity”, Life-Basel, 11:11 (2021), 1246  crossref  isi
    4. N. Markelova, O. Glazunova, O. Alikina, V. Panyukov, K. Shavkunov, O. Ozoline, “Suppression of Escherichia coli growth dynamics via RNAs secreted by competing bacteria”, Front. Mol. Biosci., 8 (2021), 609979  crossref  isi
    5. P. Beran, D. Stehlikova, S. P. Cohen, V. Curn, “KEC: unique sequence search by k-mer exclusion”, Bioinformatics, 37:19 (2021), 3349–3350  crossref  isi
    6. Panyukov V.V., Kiselev S.S., Ozoline O.N., “Unique K-Mers as Strain-Specific Barcodes For Phylogenetic Analysis and Natural Microbiome Profiling”, Int. J. Mol. Sci., 21:3 (2020), 944  crossref  mathscinet  isi  scopus
    7. O. V. Alikina, O. A. Glazunova, A. A. Bykov, S. S. Kiselev, M. N. Tutukina, K. S. Shavkunov, O. N. Ozoline, “A cohabiting bacterium alters the spectrum of short RNAs secreted by Escherichia coli”, FEMS Microbiol. Lett., 365:24 (2018), fny262  crossref  isi  scopus
    8. S.S. Kiselev, O.N. Ozoline, V.V. Panyukov, Proceedings of the International Conference “Mathematical Biology and Bioinformatics”, 7, Proceedings of the International Conference “Mathematical Biology and Bioinformatics”, 2018  crossref
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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