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2020 | OriginalPaper | Chapter

Variant Analysis from Bacterial Isolates Affirms DnaK Crucial for Multidrug Resistance

Authors : Shama Mujawar, Amr Adel Ahmed Abd El-Aal, Chandrajit Lahiri

Published in: Bioinformatics and Biomedical Engineering

Publisher: Springer International Publishing

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Abstract

Next-generation sequencing and associated computational analyses have become powerful tools for comparing the whole genomes and detecting the single nucleotide polymorphisms (SNPs) within the genes. In our study, we have identified specific mutations within the plausible drug resistant genes of eight multidrug resistant (MDR) bacterial species. Essentially, we have unearthed few proteins, involved in folding and enabling survival under stress, to be the most crucial ones from the network of the whole genome protein interactome (PIN) of these species. To confirm the relevance of these proteins to antibiotic resistance, variant analyses were performed on all the selected MDR species, isolated from patients’ samples in PATRIC database, against their respective reference genomes. The SNPs found in the patient isolates revealed the nucleotide changes from C to A on DnaK, thereby altering a single amino acid change that might lead to misfolding of proteins. Thus, we propose DnaK to be the best characterized bacterial chaperone having implications in multidrug resistance. To this end, to provide an alternative solution to tackle MDR, docking studies were performed with a phenaleno-furanone derivative which revealed the highest binding energy and inhibition against DnaK.

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Literature
1.
go back to reference Kumar, S., Rizvi, M., Vidhani, S., Sharma, V.K.: Changing face of septicaemia and increasing drug resistance in blood isolates. Indian J. Pathol. Microbiol. 47(3), 441–446 (2004)PubMed Kumar, S., Rizvi, M., Vidhani, S., Sharma, V.K.: Changing face of septicaemia and increasing drug resistance in blood isolates. Indian J. Pathol. Microbiol. 47(3), 441–446 (2004)PubMed
2.
go back to reference Jain, A., Awasthi, A.K., Kumar, M.: Etiological and antimicrobial susceptibility profile of nosocomial blood stream infections in neonatal intensive care unit. Indian J. Med. Microbiol. 25(3), 299 (2007)PubMedCrossRef Jain, A., Awasthi, A.K., Kumar, M.: Etiological and antimicrobial susceptibility profile of nosocomial blood stream infections in neonatal intensive care unit. Indian J. Med. Microbiol. 25(3), 299 (2007)PubMedCrossRef
3.
go back to reference Solomon, S.L., Oliver, K.B.: Antibiotic resistance threats in the United States: stepping back from the brink. Am. Fam. Physician 89(12), 938 (2014)PubMed Solomon, S.L., Oliver, K.B.: Antibiotic resistance threats in the United States: stepping back from the brink. Am. Fam. Physician 89(12), 938 (2014)PubMed
4.
go back to reference US Department of Health and Human Services: Antibiotic resistance threats in the United States, 2013. Centers for Disease Control and Prevention, pp. 1–113 (2013) US Department of Health and Human Services: Antibiotic resistance threats in the United States, 2013. Centers for Disease Control and Prevention, pp. 1–113 (2013)
5.
go back to reference World Health Organization: Antimicrobial resistance: global report on surveillance. World Health Organization (2014) World Health Organization: Antimicrobial resistance: global report on surveillance. World Health Organization (2014)
6.
go back to reference Chatterjee, A., et al.: Quantifying drivers of antibiotic resistance in humans: a systematic review. Lancet Infect. Dis. 18, e368–e378 (2018)PubMedCrossRef Chatterjee, A., et al.: Quantifying drivers of antibiotic resistance in humans: a systematic review. Lancet Infect. Dis. 18, e368–e378 (2018)PubMedCrossRef
7.
go back to reference Davies, S.C., Fowler, T., Watson, J., Livermore, D.M., Walker, D.: Annual Report of the Chief Medical Officer: infection and the rise of antimicrobial resistance. Lancet 381(9878), 1606–1609 (2013)PubMedCrossRef Davies, S.C., Fowler, T., Watson, J., Livermore, D.M., Walker, D.: Annual Report of the Chief Medical Officer: infection and the rise of antimicrobial resistance. Lancet 381(9878), 1606–1609 (2013)PubMedCrossRef
9.
go back to reference World Health Organization: Annual report of the Regional Director for 2010 and progress reports (No. EM/RC58/R. 1) (2011) World Health Organization: Annual report of the Regional Director for 2010 and progress reports (No. EM/RC58/R. 1) (2011)
10.
go back to reference Grisaru-Soen, G., Lerner-Geva, L., Keller, N., Berger, H., Passwell, J.H., Barzilai, A.: Pseudomonas aeruginosa bacteremia in children: analysis of trends in prevalence, antibiotic resistance and prognostic factors. Pediatr. Infect. Dis. J. 19(10), 959–963 (2000)PubMedCrossRef Grisaru-Soen, G., Lerner-Geva, L., Keller, N., Berger, H., Passwell, J.H., Barzilai, A.: Pseudomonas aeruginosa bacteremia in children: analysis of trends in prevalence, antibiotic resistance and prognostic factors. Pediatr. Infect. Dis. J. 19(10), 959–963 (2000)PubMedCrossRef
11.
go back to reference Fujitani, S., Sun, H.Y., Victor, L.Y., Weingarten, J.A.: Pneumonia due to Pseudomonas aeruginosa: part I: epidemiology, clinical diagnosis, and source. Chest 139(4), 909–919 (2011)PubMedCrossRef Fujitani, S., Sun, H.Y., Victor, L.Y., Weingarten, J.A.: Pneumonia due to Pseudomonas aeruginosa: part I: epidemiology, clinical diagnosis, and source. Chest 139(4), 909–919 (2011)PubMedCrossRef
12.
go back to reference Snyder, L.A., et al.: Epidemiological investigation of Pseudomonas aeruginosa isolates from a six-year-long hospital outbreak using high-throughput whole genome sequencing. Eurosurveillance 18(42), 1–9 (2013)CrossRef Snyder, L.A., et al.: Epidemiological investigation of Pseudomonas aeruginosa isolates from a six-year-long hospital outbreak using high-throughput whole genome sequencing. Eurosurveillance 18(42), 1–9 (2013)CrossRef
13.
14.
go back to reference Sabat, A.J., et al.: Overview of molecular typing methods for outbreak detection and epidemiological surveillance. Eurosurveillance 18(4), 20380 (2013)PubMedCrossRef Sabat, A.J., et al.: Overview of molecular typing methods for outbreak detection and epidemiological surveillance. Eurosurveillance 18(4), 20380 (2013)PubMedCrossRef
15.
go back to reference Octavia, S., Lan, R.: Single-nucleotide-polymorphism typing and genetic relationships of Salmonella enterica serovar Typhi isolates. J. Clin. Microbiol. 45(11), 3795–3801 (2007)PubMedPubMedCentralCrossRef Octavia, S., Lan, R.: Single-nucleotide-polymorphism typing and genetic relationships of Salmonella enterica serovar Typhi isolates. J. Clin. Microbiol. 45(11), 3795–3801 (2007)PubMedPubMedCentralCrossRef
16.
go back to reference Lewis, T., et al.: High-throughput whole-genome sequencing to dissect the epidemiology of Acinetobacter baumannii isolates from a hospital outbreak. J. Hosp. Infect. 75(1), 37–41 (2010)PubMedCrossRef Lewis, T., et al.: High-throughput whole-genome sequencing to dissect the epidemiology of Acinetobacter baumannii isolates from a hospital outbreak. J. Hosp. Infect. 75(1), 37–41 (2010)PubMedCrossRef
17.
go back to reference Gooderham, W.J., Hancock, R.E.: Regulation of virulence and antibiotic resistance by two-component regulatory systems in Pseudomonas aeruginosa. FEMS Microbiol. Rev. 33(2), 279–294 (2009)PubMedCrossRef Gooderham, W.J., Hancock, R.E.: Regulation of virulence and antibiotic resistance by two-component regulatory systems in Pseudomonas aeruginosa. FEMS Microbiol. Rev. 33(2), 279–294 (2009)PubMedCrossRef
18.
go back to reference Dettman, J.R., Rodrigue, N., Aaron, S.D., Kassen, R.: Evolutionary genomics of epidemic and nonepidemic strains of Pseudomonas aeruginosa. Proc. Natl. Acad. Sci. 110(52), 21065–21070 (2013)PubMedCrossRefPubMedCentral Dettman, J.R., Rodrigue, N., Aaron, S.D., Kassen, R.: Evolutionary genomics of epidemic and nonepidemic strains of Pseudomonas aeruginosa. Proc. Natl. Acad. Sci. 110(52), 21065–21070 (2013)PubMedCrossRefPubMedCentral
19.
go back to reference Jeukens, J., et al.: Comparative genomics of isolates of a Pseudomonas aeruginosa epidemic strain associated with chronic lung infections of cystic fibrosis patients. PLoS ONE 9(2), e87611 (2014)PubMedPubMedCentralCrossRef Jeukens, J., et al.: Comparative genomics of isolates of a Pseudomonas aeruginosa epidemic strain associated with chronic lung infections of cystic fibrosis patients. PLoS ONE 9(2), e87611 (2014)PubMedPubMedCentralCrossRef
20.
go back to reference Lister, P.D., Wolter, D.J., Hanson, N.D.: Antibacterial-resistant Pseudomonas aeruginosa: clinical impact and complex regulation of chromosomally encoded resistance mechanisms. Clin. Microbiol. Rev. 22(4), 582–610 (2009)PubMedPubMedCentralCrossRef Lister, P.D., Wolter, D.J., Hanson, N.D.: Antibacterial-resistant Pseudomonas aeruginosa: clinical impact and complex regulation of chromosomally encoded resistance mechanisms. Clin. Microbiol. Rev. 22(4), 582–610 (2009)PubMedPubMedCentralCrossRef
21.
go back to reference Turton, J.F., Turton, S.E., Yearwood, L., Yarde, S., Kaufmann, M.E., Pitt, T.L.: Evaluation of a nine-locus variable-number tandem-repeat scheme for typing of Pseudomonas aeruginosa. Clin. Microbiol. Infect. 16(8), 1111–1116 (2010)PubMedCrossRef Turton, J.F., Turton, S.E., Yearwood, L., Yarde, S., Kaufmann, M.E., Pitt, T.L.: Evaluation of a nine-locus variable-number tandem-repeat scheme for typing of Pseudomonas aeruginosa. Clin. Microbiol. Infect. 16(8), 1111–1116 (2010)PubMedCrossRef
23.
go back to reference Aguilar-Rodea, P., et al.: Identification of extensive drug resistant Pseudomonas aeruginosa strains: new clone ST1725 and high-risk clone ST233. PLoS ONE 12(3), e0172882 (2017)PubMedPubMedCentralCrossRef Aguilar-Rodea, P., et al.: Identification of extensive drug resistant Pseudomonas aeruginosa strains: new clone ST1725 and high-risk clone ST233. PLoS ONE 12(3), e0172882 (2017)PubMedPubMedCentralCrossRef
24.
go back to reference Martin, K., et al.: Clusters of genetically similar isolates of Pseudomonas aeruginosa from multiple hospitals in the UK. J. Med. Microbiol. 62(7), 988–1000 (2013)PubMedCrossRef Martin, K., et al.: Clusters of genetically similar isolates of Pseudomonas aeruginosa from multiple hospitals in the UK. J. Med. Microbiol. 62(7), 988–1000 (2013)PubMedCrossRef
25.
go back to reference Jeong, H., Mason, S.P., Barabási, A.L., Oltvai, Z.N.: Lethality and centrality in protein networks. Nature 411(6833), 41 (2001)CrossRefPubMed Jeong, H., Mason, S.P., Barabási, A.L., Oltvai, Z.N.: Lethality and centrality in protein networks. Nature 411(6833), 41 (2001)CrossRefPubMed
26.
go back to reference Mujawar, S., Mishra, R., Pawar, S., Gatherer, D., Lahiri, C.: Delineating the plausible molecular vaccine candidates and drug targets of multidrug-resistant acinetobacter baumannii. Front. Cell. Infect. Microbiol. 9, 203 (2019)PubMedPubMedCentralCrossRef Mujawar, S., Mishra, R., Pawar, S., Gatherer, D., Lahiri, C.: Delineating the plausible molecular vaccine candidates and drug targets of multidrug-resistant acinetobacter baumannii. Front. Cell. Infect. Microbiol. 9, 203 (2019)PubMedPubMedCentralCrossRef
27.
go back to reference Maglott, D., Ostell, J., Pruitt, K.D., Tatusova, T.: Entrez Gene: gene-centered information at NCBI. Nucleic Acids Res. 33(suppl_1), D54–D58 (2005)PubMed Maglott, D., Ostell, J., Pruitt, K.D., Tatusova, T.: Entrez Gene: gene-centered information at NCBI. Nucleic Acids Res. 33(suppl_1), D54–D58 (2005)PubMed
28.
go back to reference UniProt Consortium: UniProt: a hub for protein information. Nucleic Acids Res. 43(D1), D204–D212 (2014)CrossRef UniProt Consortium: UniProt: a hub for protein information. Nucleic Acids Res. 43(D1), D204–D212 (2014)CrossRef
31.
go back to reference Ozgur, A., Vu, T., Erkan, G., Radev, D.R.: Identifying gene-disease associations using centrality on a literature mined gene-interaction network. Bioinformatics 24(13), i277–i285 (2008)PubMedPubMedCentralCrossRef Ozgur, A., Vu, T., Erkan, G., Radev, D.R.: Identifying gene-disease associations using centrality on a literature mined gene-interaction network. Bioinformatics 24(13), i277–i285 (2008)PubMedPubMedCentralCrossRef
34.
go back to reference Tang, Y., Li, M., Wang, J., Pan, Y., Wu, F.X.: CytoNCA: a cytoscape plugin for centrality analysis and evaluation of protein interaction networks. Biosystems 127, 67–72 (2015)PubMedCrossRef Tang, Y., Li, M., Wang, J., Pan, Y., Wu, F.X.: CytoNCA: a cytoscape plugin for centrality analysis and evaluation of protein interaction networks. Biosystems 127, 67–72 (2015)PubMedCrossRef
35.
go back to reference Oliveros, J.C.: Venny 2.1.0. An interactive tool for comparing lists with Venn’s diagrams. BioinfoGP of CNB-CSIC (2015) Oliveros, J.C.: Venny 2.1.0. An interactive tool for comparing lists with Venn’s diagrams. BioinfoGP of CNB-CSIC (2015)
36.
go back to reference Kumar, S., Nei, M., Dudley, J., Tamura, K.: MEGA: a biologist-centric software for evolutionary analysis of DNA and protein sequences. Brief. Bioinform. 9(4), 299–306 (2008)PubMedCrossRef Kumar, S., Nei, M., Dudley, J., Tamura, K.: MEGA: a biologist-centric software for evolutionary analysis of DNA and protein sequences. Brief. Bioinform. 9(4), 299–306 (2008)PubMedCrossRef
37.
go back to reference Kearse, M., et al.: Geneious Basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data. Bioinformatics 28(12), 1647–1649 (2012)PubMedPubMedCentralCrossRef Kearse, M., et al.: Geneious Basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data. Bioinformatics 28(12), 1647–1649 (2012)PubMedPubMedCentralCrossRef
38.
go back to reference Kitchen, D.B., Decornez, H., Furr, J.R., Bajorath, J.: Docking and scoring in virtual screening for drug discovery: methods and applications. Nat. Rev. Drug Discovery 3(11), 935 (2004)PubMedCrossRef Kitchen, D.B., Decornez, H., Furr, J.R., Bajorath, J.: Docking and scoring in virtual screening for drug discovery: methods and applications. Nat. Rev. Drug Discovery 3(11), 935 (2004)PubMedCrossRef
39.
go back to reference Trott, O., Olson, A.J.: AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J. Comput. Chem. 31(2), 455–461 (2010)PubMedPubMedCentral Trott, O., Olson, A.J.: AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J. Comput. Chem. 31(2), 455–461 (2010)PubMedPubMedCentral
40.
go back to reference Altschul, S.F., et al.: Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 25(17), 3389–3402 (1997)PubMedPubMedCentralCrossRef Altschul, S.F., et al.: Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 25(17), 3389–3402 (1997)PubMedPubMedCentralCrossRef
41.
go back to reference Bertelsen, E.B., Chang, L., Gestwicki, J.E., Zuiderweg, E.R.: Solution conformation of wild-type E.coli Hsp70 (DnaK) chaperone complexed with ADP and substrate. Proc. Natl. Acad. Sci. 106(21), 8471–8476 (2009)PubMedCrossRefPubMedCentral Bertelsen, E.B., Chang, L., Gestwicki, J.E., Zuiderweg, E.R.: Solution conformation of wild-type E.coli Hsp70 (DnaK) chaperone complexed with ADP and substrate. Proc. Natl. Acad. Sci. 106(21), 8471–8476 (2009)PubMedCrossRefPubMedCentral
42.
go back to reference Poole, K.: Efflux-mediated antimicrobial resistance. J. Antimicrob. Chemother. 56(1), 20–51 (2005)PubMedCrossRef Poole, K.: Efflux-mediated antimicrobial resistance. J. Antimicrob. Chemother. 56(1), 20–51 (2005)PubMedCrossRef
43.
go back to reference Alekshun, M.N., Levy, S.B.: Molecular mechanisms of antibacterial multidrug resistance. Cell 128(6), 1037–1050 (2007)PubMedCrossRef Alekshun, M.N., Levy, S.B.: Molecular mechanisms of antibacterial multidrug resistance. Cell 128(6), 1037–1050 (2007)PubMedCrossRef
44.
go back to reference Hocquet, D., et al.: MexXY-OprM efflux pump is necessary for adaptive resistance of Pseudomonas aeruginosa to aminoglycosides. Antimicrob. Agents Chemother. 47(4), 1371–1375 (2003)PubMedPubMedCentralCrossRef Hocquet, D., et al.: MexXY-OprM efflux pump is necessary for adaptive resistance of Pseudomonas aeruginosa to aminoglycosides. Antimicrob. Agents Chemother. 47(4), 1371–1375 (2003)PubMedPubMedCentralCrossRef
45.
go back to reference Vogne, C., Aires, J.R., Bailly, C., Hocquet, D., Plésiat, P.: Role of the multidrug efflux system MexXY in the emergence of moderate resistance to aminoglycosides among Pseudomonas aeruginosa isolates from patients with cystic fibrosis. Antimicrob. Agents Chemother. 48(5), 1676–1680 (2004)PubMedPubMedCentralCrossRef Vogne, C., Aires, J.R., Bailly, C., Hocquet, D., Plésiat, P.: Role of the multidrug efflux system MexXY in the emergence of moderate resistance to aminoglycosides among Pseudomonas aeruginosa isolates from patients with cystic fibrosis. Antimicrob. Agents Chemother. 48(5), 1676–1680 (2004)PubMedPubMedCentralCrossRef
46.
go back to reference Garneau-Tsodikova, S., Labby, K.J.: Mechanisms of resistance to aminoglycoside antibiotics: overview and perspectives. MedChemComm 7(1), 11–27 (2016)PubMedCrossRef Garneau-Tsodikova, S., Labby, K.J.: Mechanisms of resistance to aminoglycoside antibiotics: overview and perspectives. MedChemComm 7(1), 11–27 (2016)PubMedCrossRef
47.
go back to reference Arita-Morioka, K.I., Yamanaka, K., Mizunoe, Y., Ogura, T., Sugimoto, S.: Novel strategy for biofilm inhibition by using small molecules targeting molecular chaperone DnaK. Antimicrob. Agents Chemother. 59(1), 633–641 (2015)PubMedCrossRef Arita-Morioka, K.I., Yamanaka, K., Mizunoe, Y., Ogura, T., Sugimoto, S.: Novel strategy for biofilm inhibition by using small molecules targeting molecular chaperone DnaK. Antimicrob. Agents Chemother. 59(1), 633–641 (2015)PubMedCrossRef
48.
go back to reference Takaya, A., Tomoyasu, T., Matsui, H., Yamamoto, T.: The DnaK/DnaJ chaperone machinery of Salmonella enterica serovar Typhimurium is essential for invasion of epithelial cells and survival within macrophages, leading to systemic infection. Infect. Immun. 72(3), 1364–1373 (2004)PubMedPubMedCentralCrossRef Takaya, A., Tomoyasu, T., Matsui, H., Yamamoto, T.: The DnaK/DnaJ chaperone machinery of Salmonella enterica serovar Typhimurium is essential for invasion of epithelial cells and survival within macrophages, leading to systemic infection. Infect. Immun. 72(3), 1364–1373 (2004)PubMedPubMedCentralCrossRef
Metadata
Title
Variant Analysis from Bacterial Isolates Affirms DnaK Crucial for Multidrug Resistance
Authors
Shama Mujawar
Amr Adel Ahmed Abd El-Aal
Chandrajit Lahiri
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-45385-5_22

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