Abstract
frxA gene has been implicated in the metronidazole nitro reduction by H. pylori. Alternatively, frxA is expected to contribute to the protection of urease and to the in vivo survival of H. pylori. The aim of present study is to report the mutation effects on the frxA protein sequence in clinical isolates of H. pylori in our community. Metronidazole resistance was proven in 27 of 48 isolates. glmM and frxA genes were used for molecular confirmation of H. pylori isolates. The primer set for detection of whole sequence of frxA gene for the effect of mutation on protein sequence was used. DNA and protein sequence evaluation and analysis were done by blast, Clustal Omega, and T COFFEE programs. Then, FrxA protein sequences from six metronidazole-resistant clinical isolates were analyzed by web-based bioinformatics tools. The result of six metronidazole-resistant clinical isolates in comparison with strain 26695 showed ten missense mutations. The result with the STRING program revealed that no change was seen after alterations in these sequences. According to consensus data involving four methods, residue substitutions at 40, 13, and 141 increase the stability of protein sequence after mutation, while other alterations decrease. Residue substitutions at 40, 43, 141, 138, 169, and 179 are deleterious, while, V7I, Q10R, V34I, and V96I alterations are neutral. As FrxA contribute to survival of bacterium and in regard to the effect of mutations on protein function, it might affect the survival and bacterium phenotype and it need to be studied more. Also, none of the stability prediction tool is perfect; iStable is the best predictor method among all methods.
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Kwon DH, KatoM El-Zaatari FA, Osato MS, Graham DY (2000) Frame-shift mutations in NAD (P) H flavin oxidoreductase encoding gene (frxA) from metronidazole resistant Helicobacter pylori ATCC43504 and its involvement in metronidazole resistance. FEMS Microbiol Lett 188:197–202
Kwon DH, Hulten K, Kato M, Kim JJ, Lee M, El-Zaatari FAK, Osato MS, Graham DY (2001) DNA sequence analysis of rdxA and frxA from 12 pairs of metronidazole-sensitive and-resistant clinical Helicobacter pylori isolates. Antimicrob Agents Chemother 45:2609–2615
Salzar SC, Lopez IP, Mejia AV, Carranza RC, Pinzon SG, Aguirre E (2005) Promutagen activation by Helicobacter pylori lysate. Rev Int Contam Ambient 21:91–96
Justino MC, Parente MR, Boneca IG, Saraiva LM (2014) FrxA is an S-nitrosoglutathione reductase enzyme that contributes to Helicobacter pylori pathogenicity. FEBS J 281:4495–4505
De Oliveira IM, Bonatto D, Henriques JAP (2010) Nitroreductases: enzymes with environmental, biotechnological and clinical importance. Current research, technology and education topics in applied microbiology and microbial biotechnology, vol 6. Formatex, Badajoz, pp 1008–1019
Yang ZR, Thomson R, McNeil Esnouf RM (2005) RONN: the bio-basis function neural network technique applied to the detection of natively disordered regions in proteins. Bioinformatics 2:3369–3376
Teng S, Srivastava AK, Wang L (2010) Sequence feature-based prediction of protein stability changes upon amino acid substitutions. BMC Genom 1:S5
Laimer J, Hofer H, Fritz M, Wegenkittl S, Lackner P (2015) MAESTRO-multi agent stability prediction upon point mutations. BMC Bioinformatics 16:116
Parthiban V, Gromiha MM, Schomburg D (2006) CUPSAT: prediction of protein stability upon point mutations. Nucleic Acids Res 34:239–242
Thusberg J, Vihinen M (2006) Bioinformatic analysis of protein structure-function relationships: case study of leukocyte elastase (ELA2) missense mutations. Hum Mutat 27:1230–1243
Capriotti E, Fariselli P, Rossi I, Casadio R (2008) A three-state prediction of single point mutations on protein stability changes. BMC Bioinform 9:S6
Gonzalez MW, Kann MG (2012) Chapter 4: protein interactions and disease. PLoS Comput Biol 8:e1002819
Ng PC, Henikoff S (2001) Predicting deleterious amino acid substitutions. Genome Res 11:863–874
Capriotti E, Fariselli P, Casadio R (2005) I-Mutant2.0: predicting stability changes upon mutation from the protein sequence or structure. Nucleic Acids Res 33:306–310
Chen J, Shen B (2009) Computational analysis of amino acid mutation: a proteome wide perspective. Curr Proteom 6:228–234
Hussain MRM, Shaik NA, Al-Aama JY, Asfour HZ, Khan FS, Masoodi TA, Khan MA, Shaik NS (2012) In silico analysis of single nucleotide polymorphisms (SNPs) in human BRAF gene. Gene 508:188–196
Marín-Martín FR, Soler-Rivas C, Martín-Hernández R, Rodriguez-Casado A (2014) A comprehensive in silico analysis of the functional and structural impact of nonsynonymous SNPs in the ABCA1 transporter gene. Cholesterol. doi:10.1155/2014/639751
Mirzaei N, Poursina F, Faghri J, Talebi M, Khataminezhad MR, Hasanzadeh A, Safaei HG (2013) Prevalence of resistance of Helicobacter pylori strains to selected antibiotics in Isfahan, Iran. Jundishapur J Microbiol 6:e6342
Mirzaei N, Poursina F, Moghim S, Rahimi E, Safaei HG (2014) The mutation of the rdxA gene in metronidazole-resistant Helicobacter pylori clinical isolates. Adv Biomed Res 3:90
Gerrits MM, Van der Wouden EJ, Bax DA, Van Zwet AA, Van Vliet AH, de Jong A, Kusters JG, Thijs JC, Kuipers EJ (2004) Role of the rdxA and frxA genes in oxygen-dependent metronidazole resistance of Helicobacter pylori. J Med Microbiol 53:1123–1128
Jeong JY, Mukhopadhyay AK, Akada JK, Dailidiene D, Hoffman PS, Berg DE (2001) Roles of FrxA and RdxA nitroreductases of Helicobacter pylori in susceptibility and resistance to metronidazole. J Bacteriol 183:5155–5162
Yang YJ, Wu JJ, Sheu BS, Kao AW, Huang AH (2004) The rdxA gene plays a more major role than frxA gene mutation in high-level metronidazole resistance of Helicobacter pylori in Taiwan. Helicobacter 9:400–407
Notredame C, HigginsDG Heringa J (2000) T-Coffee: a novel method for fast and accurate multiple sequence alignment. J Mol Biol 302:205–217
Sievers F, Wilm A, Dineen D, Gibson TJ, Karplus K, Li W, Lopez R, McWilliam H, Remmert M, Söding J, Thompson JD, Higgins DG (2011) Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal Omega. Mol Syst Biol 7:539
Szklarczyk D, Franceschini A, Kuhn M, Simonovic M, Roth A, Minguez P, Doerks T, Stark M, Muller J, Bork P, Jensen LJ, Mering CV (2011) The STRING database in 2011: functional interaction networks of proteins, globally integrated and scored. Nucleic Acids Res 39:561–568
Chen CW, Lin J, Chu YW (2013) iStable: off-the-shelf predictor integration for predicting protein stability changes. BMC Bioinform 14:S5
Cheng J, Randall A, Baldi P (2006) Prediction of protein stability changes for single-site mutations using support vector machines. Proteins 62:1125–1132
Choi Y, Sims GE, Murphy S, Miller JR, Chan AP (2012) Predicting the functional effect of amino acid substitutions and indels. PLoS One 7:e46688
Cheng J, Randall AZ, Sweredoski MJ, Baldi P (2005) SCRATCH: a protein structure and structural feature prediction server. Nucleic Acids Res 33:72–76
Binh TT, Suzuki R, Trang TTH, Kwon DH, Yamaoka Y (2015) Search for novel candidate mutations for metronidazole resistance in Helicobacter pylori using next-generation sequencing. Antimicrob Agents Chemother 59:2343–2348
Marais A, Bilardi C, Cantet F, Mendz GL, Mégraud F (2003) Characterization of the genes rdxA and frxA involved in metronidazole resistance in Helicobacter pylori. Res Microbiol 154:137–144
Abdollahi H, Savari M, Zahedi MJ, Darvish-Moghadam S, Hayat-Bakhah Abasi M (2011) Study of rdxA gene deletion in metronidazole resistant and sensitive Helicobacter pylori isolates in Kerman, Iran. Jundishapur J Microbiol 4(2):99–104
Chisholm SA, Owen RJ (2003) Mutations in Helicobacter pylori rdxA gene sequences may not contribute to metronidazole resistance. J Antimicrob Chemother 5:995–999
Jenks PJ, Ferrero RL, Labigne A (1999) The role of the rdxA gene in the evolution of metronidazole resistance in Helicobacter pylori. J Antimicrob Chemother 43:753–758
Solcà NM, Bernasconi MV, Piffaretti JC (2000) Mechanism of metronidazole resistance in Helicobacter pylori: comparison of the rdxA gene sequences in 30 strains. Antimicrob Agents Chemother 44:2207–2210
Thusberg J (2010) Molecular effects of missense mutations—bioinformatics analysis of genetic defects. Dissertation, University of Tampere
Brinza D, Zelikovsky A (2006) Combinatorial methods for disease association search and susceptibility prediction. Algorithms in bioinformatics. Springer, Berlin, pp 286–297
Brinza D (2007) Discrete algorithms for analysis of genotype data. Dissertation, Georgia State University
Rodriguez-Casado A (2012) In silico investigation of functional nsSNPs an approach to rational drug design. Res Reports Med Chem 2:31–42
Stefl S, Nishi H, Petukh M, Panchenko AR, Alexov E (2013) Molecular mechanisms of disease-causing missense mutations. J Mol Biol 425(21):3919–3936
Doss CGP, Rajith B, Garwasis N, Mathew PR, Raju AS, Apoorva K, William D, Sadhana NR, Himani T, Dike IP (2012) Screening of mutations affecting protein stability and dynamics of FGFR1-A simulation analysis. Appl Transl Genom 1:37–43
Zhang Z, Miteva MA, Wang L, Alexov E (2012) Analyzing effects of naturally occurring missense mutations. Comput Math Methods Med. doi:10.1155/2012/805827
Yates CM, Sternberg MJ (2014) Impact of missense variants on protein–protein interactions. eLS
Szklarczyk D, Franceschini A, Wyder S, Forslund K, Heller D, Huerta-Cepas J, Simonovic M, Roth A, Santos A, Tsafou KP, Kuhn M, Bork P, Jensen LJ, Mering CV (2014) STRING v10: protein–protein interaction networks, integrated over the tree of life. Nucleic Acids Res 43:447–452
Chen JY, Youn E, Mooney SD (2009) Connecting protein interaction data, mutations, and disease using bioinformatics. Methods Mol Biol 541:449–461
Fu L, Liang JJN (2003) Alteration of protein–protein interactions of congenital cataract crystallin mutants. Invest Ophthalmol Vis Sci 44:1155–1159
Ng PC, Henikoff S (2006) Predicting the effects of amino acid substitutions on protein function. Annu Rev Genom Hum Genet 7:61–80
Zhang Z, Teng S, Wang L, Schwartz CE, Alexov E (2010) Computational analysis of missense mutations causing Snyder-Robinson syndrome. Hum Mutat 31:1043–1049
Bloom JD, Glassman MJ (2009) Inferring stabilizing mutations from protein phylogenies: application to influenza hemagglutinin. PLoS Comput Biol 5:e1000349
Khan S, Vihinen M (2010) Performance of protein stability predictors. Hum Mutat 31:675–684
Reumers J, Schymkowitz J, Rousseau F (2009) Using structural bioinformatics to investigate the impact of non synonymous SNPs and disease mutations: scope and limitations. BMC Bioinform 10:S9
Ng PC, Henikoff S (2003) SIFT: Predicting amino acid changes that affect protein function. Nucleic Acids Res 31:3812–3814
Wang Z, Moult J (2001) SNPs, protein structure, and disease. Hum Mutat 17:263–270
Binh TT, Suzuki R, Kwon DH, Yamaoka Y (2015) Complete genome sequence of a metronidazole-resistant Helicobacter pylori strain. Genome Announc 3:e00051-15
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This study was supported by Grant No: 290054 from Isfahan University of Medical Sciences, Isfahan, Iran.
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Mirzaei, N., Poursina, F., Moghim, S. et al. The Bioinformatics Report of Mutation Outcome on NADPH Flavin Oxidoreductase Protein Sequence in Clinical Isolates of H. pylori . Curr Microbiol 72, 596–605 (2016). https://doi.org/10.1007/s00284-016-0992-1
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DOI: https://doi.org/10.1007/s00284-016-0992-1