Publications (18)104.38 Total impact
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Article: RatA (YfjG), an Escherichia coli toxin, inhibits 70S ribosome association to block translation initiation.
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ABSTRACT: RatA (YfjG) is a toxin encoded by the ratA-ratB (yfjG-yfjF) operon on the Escherichia coli genome. Induction of RatA led to the inhibition of protein synthesis, while DNA and RNA synthesis was not affected. The stability of mRNAs was also unchanged as judged by in vivo primer extension experiments and by Northern blotting analysis. The ribosome profile of the cells overexpressing RatA showed that 70S ribosomes as well as polysomes significantly decreased with concomitant increase of 50S and 30S subunits. The addition of purified RatA to a cell-free system inhibited the formation of 70S ribosomes even in the presence of 6 mM Mg(2+) . RatA was specifically associated with 50S subunits, indicating that it binds to 50S subunits to block its association with 30S subunits leading to the inhibition of formation of 70S ribosomes. However, RatA did not cause dissociation of 70S ribosomes and its anti-association activity was blocked by paromomycin, an inhibitor for IF3, an essential initiation factor, having 21% sequence homology with RatA. Here we demonstrate that RatA is a new E. coli toxin, which effectively blocks the translation initiation step. We propose that this toxin of previously unknown function be renamed as RatA (Ribosome association toxin A).Molecular Microbiology 12/2010; 79(6):1418-29. · 5.01 Impact Factor -
Article: Staphylococcus aureus YoeB homologues inhibit translation initiation.
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ABSTRACT: YoeB is a bacterial toxin encoded by the yefM-yoeB toxin-antitoxin system found in various bacterial genomes. Here, we show that Staphylococcus aureus contains two YoeB homologues, both of which function as ribosome-dependent mRNA interferases to inhibit translation initiation in a manner identical to that of YoeB-ec from Escherichia coli.Journal of bacteriology 08/2009; 191(18):5868-72. · 3.94 Impact Factor -
Article: Characterization of YafO, an Escherichia coli toxin.
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ABSTRACT: YafO is a toxin encoded by the yafN-yafO antitoxin-toxin operon in the Escherichia coli genome. Our results show that YafO inhibits protein synthesis but not DNA or RNA synthesis. The in vivo [35S]methionine incorporation was inhibited within 5 min after YafO induction. In in vivo primer extension experiments with two different mRNAs, the specific cleavage bands appeared 11-13 bases downstream of the initiation codon, AUG, 2.5 min after the induction of YafO. An identical band was also detected in in vitro toeprinting experiments when YafO was added to the reaction mixture containing 70 S ribosomes and the same mRNAs even in the absence of tRNA(f)(Met). Notably, this band was not detected in the presence of YafO alone, indicating that YafO by itself does not have endoribonuclease activity under the conditions used. The full-length mRNAs almost completely disappeared 30 min after YafO induction in in vivo primer extension experiments, consistent with Northern blotting analysis. Over 84% of [35S]methionine-tRNA(f)(Met) was released from the translation initiation complex at 5.43 microM YafO in vitro. We demonstrated that the 70 S ribosome peak significantly increased upon YafO induction, and when the 70 S ribosomes dissociated into 50 and 30 S subunits, YafO was found to be associated with 50 S subunits. These results demonstrate that YafO is a ribosome-dependent mRNA interferase inhibiting protein synthesis.Journal of Biological Chemistry 08/2009; 284(38):25522-31. · 4.77 Impact Factor -
Article: Inhibitory mechanism of Escherichia coli RelE-RelB toxin-antitoxin module involves a helix displacement near an mRNA interferase active site.
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ABSTRACT: In Escherichia coli, RelE toxin participates in growth arrest and cell death by inducing mRNA degradation at the ribosomal A-site under stress conditions. The NMR structures of a mutant of E. coli RelE toxin, RelE(R81A/R83A), with reduced toxicity and its complex with an inhibitory peptide from RelB antitoxin, RelB(C) (Lys(47)-Leu(79)), have been determined. In the free RelE(R81A/R83A) structure, helix alpha4 at the C terminus adopts a closed conformation contacting with the beta-sheet core and adjacent loops. In the RelE(R81A/R83A)-RelB(C) complex, helix alpha3(*) of RelB(C) displaces alpha4 of RelE(R81A/R83A) from the binding site on the beta-sheet core. This helix replacement results in neutralization of a conserved positively charged cluster of RelE by acidic residues from alpha3(*) of RelB. The released helix alpha4 becomes unfolded, adopting an open conformation with increased mobility. The displacement of alpha4 disrupts the geometry of critical residues, including Arg(81) and Tyr(87), in a putative active site of RelE toxin. Our structures indicate that RelB counteracts the toxic activity of RelE by displacing alpha4 helix from the catalytically competent position found in the free RelE structure.Journal of Biological Chemistry 04/2009; 284(21):14628-36. · 4.77 Impact Factor -
Article: Staphylococcus aureus MazF specifically cleaves a pentad sequence, UACAU, which is unusually abundant in the mRNA for pathogenic adhesive factor SraP.
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ABSTRACT: Escherichia coli mRNA interferases, such as MazF and ChpBK, are sequence-specific endoribonucleases encoded by toxin-antitoxin (TA) systems present in its genome. A MazF homologue in Staphylococcus aureus (MazF(Sa)) has been shown to inhibit cell growth when induced in E. coli. Here, we determined the cleavage site for MazF(Sa) with the use of phage MS2 RNA as a substrate and CspA, an RNA chaperone, which prevents the formation of secondary structures in the RNA substrate. MazF(Sa) specifically cleaves the RNA at a pentad sequence, U downward arrow ACAU. Bioinformatics analysis revealed that this pentad sequence is significantly abundant in several genes, including the sraP gene in the S. aureus N315 strain. This gene encodes a serine-rich protein, which is known to play an important role in adhesion of the pathogen to human tissues and thus in endovascular infection. We demonstrated that the sraP mRNA became extremely unstable in comparison with the ompA mRNA only when MazF(Sa) was induced in E. coli. Further bioinformatics analysis indicated that the pentad sequence is also significantly abundant in the mRNAs for all the pathogenic factors in S. aureus. This observation suggests a possible regulatory relationship between the MazEF(Sa) TA module and the pathogenicity in S. aureus.Journal of bacteriology 03/2009; 191(10):3248-55. · 3.94 Impact Factor -
Article: The inhibitory mechanism of protein synthesis by YoeB, an Escherichia coli toxin.
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ABSTRACT: YoeB is a toxin encoded by the yefM-yoeB antitoxin-toxin operon in the Escherichia coli genome. Here we show that YoeB, a highly potent protein synthesis inhibitor, specifically blocks translation initiation. In in vivo primer extension experiments using two different mRNAs, a major band was detected after YoeB induction at three bases downstream of the initiation codon at 2.5 min. An identical band was also detected in in vitro toeprinting experiments after the addition of YoeB to the reaction mixtures containing 70 S ribosomes and the same mRNAs, even in the absence of tRNA(f)(Met). Notably, this band was not detected in the presence of YoeB alone, indicating that YoeB by itself does not have endoribonuclease activity under the conditions used. The 70 S ribosomes increased upon YoeB induction, and YoeB was found to be specifically associated with 50 S subunits. Using tetracycline and hygromycin B, we demonstrated that YoeB binds to the 50 S ribosomal subunit in 70 S ribosomes and interacts with the A site leading to mRNA cleavage at this site. As a result, the 3'-end portion of the mRNA was released from ribosomes, and translation initiation was effectively inhibited. These results demonstrate that YoeB primarily inhibits translation initiation.Journal of Biological Chemistry 02/2009; 284(11):6627-38. · 4.77 Impact Factor -
Article: Bacterial toxin YafQ is an endoribonuclease that associates with the ribosome and blocks translation elongation through sequence-specific and frame-dependent mRNA cleavage.
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ABSTRACT: Toxin-antitoxin (TA) systems on the chromosomes of free-living bacteria appear to facilitate cell survival during intervals of stress by inducing a state of reversible growth arrest. However, upon prolonged stress, TA toxin action leads to cell death. They have been implicated in several clinically important phenomena--bacterial persistence during antibiotic treatment, biofilm formation and bacterial pathogenesis--and serve as attractive new antibiotic targets for pathogens. We determined the mode of action of the YafQ toxin of the DinJ-YafQ TA system. YafQ expression resulted in inhibition of translation, but not transcription or replication. Purified YafQ exhibited robust ribonuclease activity in vitro that was specifically blocked by the addition of DinJ. However, YafQ associated with ribosomes in vivo and facilitated rapid mRNA degradation near the 5' end via cleavage at AAA lysine codons followed by a G or A. YafQ(H87Q) mutants lost toxicity and cleavage activity but retained ribosome association. Finally, LexA bound to the dinJ-yafQ palindrome and triggered module transcription after DNA damage. YafQ function is distinct from other TA toxins: it associates with the ribosome through the 50S subunit and mediates sequence-specific and frame-dependent mRNA cleavage at (5')AAA-G/A(3') sequences leading to rapid decay possibly facilitated by the mRNA degradosome.Molecular Microbiology 02/2009; 71(5):1071-87. · 5.01 Impact Factor -
Article: Structural mechanism of transcriptional autorepression of the Escherichia coli RelB/RelE antitoxin/toxin module.
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ABSTRACT: The Escherichia coli chromosomal relBE operon encodes a toxin-antitoxin system, which is autoregulated by its protein products, RelB and RelE. RelB acts as a transcriptional repressor and RelE functions as a cofactor to enhance the repressor activity of RelB. Here, we present the NMR-derived structure of a RelB dimer and show that a RelB dimer recognizes a hexad repeat in the palindromic operator region through a ribbon-helix-helix motif. Our biochemical data show that two weakly associated RelB dimers bind to the adjacent repeats in the 3'-site of the operator (O(R)) at a moderate affinity (K(d), approximately 10(-5) M). However, in the presence of RelE, a RelB tetramer binds two distinct binding sites within the operator region, each with an enhanced affinity (K(d), approximately 10(-6) M for the low-affinity site, O(L), and 10(-8) M for the high-affinity site, O(R)). We propose that the enhanced affinity for the operator element is mediated by a cooperative DNA binding by a pair of RelB dimers and that the interaction between RelB dimers is strongly augmented by the presence of the cognate toxin RelE.Journal of Molecular Biology 07/2008; 380(1):107-19. · 4.00 Impact Factor -
Article: Bacterial addiction module toxin Doc inhibits translation elongation through its association with the 30S ribosomal subunit.
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ABSTRACT: Bacterial toxin-antitoxin (TA) systems (or "addiction modules") typically facilitate cell survival during intervals of stress by inducing a state of reversible growth arrest. However, upon prolonged stress, TA toxin action leads to cell death. TA systems have also been implicated in several clinically important phenomena: biofilm formation, bacterial persistence during antibiotic treatment, and bacterial pathogenesis. TA systems harbored by pathogens also serve as attractive antibiotic targets. To date, the mechanism of action of the majority of known TA toxins has not yet been elucidated. We determined the mode of action of the Doc toxin of the Phd-Doc TA system. Doc expression resulted in rapid cell growth arrest and marked inhibition of translation without significant perturbation of transcription or replication. However, Doc did not cleave mRNA as do other addiction-module toxins whose activities result in translation inhibition. Instead, Doc induction mimicked the effects of treatment with the aminoglycoside antibiotic hygromycin B (HygB): Both Doc and HygB interacted with 30S ribosomal subunits, stabilized polysomes, and resulted in a significant increase in mRNA half-life. HygB also competed with ribosome-bound Doc, whereas HygB-resistant mutants suppressed Doc toxicity, suggesting that the Doc-binding site includes that of HygB (i.e., helix 44 region of 16S rRNA containing the A, P, and E sites). Overall, our results illuminate an intracellular target and mechanism of TA toxin action drawn from aminoglycoside antibiotics: Doc toxicity is the result of inhibition of translation elongation, possibly at the translocation step, through its interaction with the 30S ribosomal subunit.Proceedings of the National Academy of Sciences 05/2008; 105(15):5885-90. · 9.68 Impact Factor -
Article: NBK/BIK antagonizes MCL-1 and BCL-XL and activates BAK-mediated apoptosis in response to protein synthesis inhibition.
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ABSTRACT: Ribonucleases, antibiotics, bacterial toxins, and viruses inhibit protein synthesis, which results in apoptosis in mammalian cells. How the BCL-2 family of proteins regulates apoptosis in response to the shutoff of protein synthesis is not known. Here we demonstrate that an Escherichia coli toxin, MazF, inhibited protein synthesis by cleavage of cellular mRNA and induced apoptosis in mammalian cells. MazF-induced apoptosis required proapoptotic BAK and its upstream regulator, the proapoptotic BH3-only protein NBK/BIK, but not BIM, PUMA, or NOXA. Interestingly, in response to MazF induction, NBK/BIK activated BAK by displacing it from anti-apoptotic proteins MCL-1 and BCL-X(L) that sequester BAK. Furthermore, NBK/BIK- or BAK-deficient cells were resistant to cell death induced by pharmacologic inhibition of translation and by virus-mediated shutoff of protein synthesis. Thus, the BH3-only protein NBK/BIK is the apical regulator of a BAK-dependent apoptotic pathway in response to shutoff of protein synthesis that functions to displace BAK from sequestration by MCL1 and BCL-X(L). Although NBK/BIK is dispensable for development, it is the BH3-only protein targeted for inactivation by viruses, suggesting that it plays a role in pathogen/toxin response through apoptosis activation.Genes & Development 04/2007; 21(8):929-41. · 11.66 Impact Factor -
Article: Characterization of mRNA interferases from Mycobacterium tuberculosis.
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ABSTRACT: mRNA interferases are sequence-specific endoribonucleases encoded by the toxin-antitoxin systems in the bacterial genomes. MazF from Escherichia coli has been shown to be an mRNA interferase that specifically cleaves at ACA sequences in single-stranded RNAs. It has been shown that MazF induction in E. coli effectively inhibits protein synthesis leading to cell growth arrest in the quasidormant state. Here we have demonstrated that Mycobacterium tuberculosis contains at least seven genes encoding MazF homologues (MazF-mt1 to -mt7), four of which (MazF-mt1, -mt3, -mt4, and -mt6) caused cell growth arrest when induced in E. coli. MazF-mt1 and MazF-mt6 were purified and characterized for their mRNA interferase specificities. We showed that MazF-mt1 preferentially cleaves the era mRNA between U and A in UAC triplet sequences, whereas MazF-mt6 preferentially cleaves U-rich regions in the era mRNA both in vivo and in vitro. These results indicate that M. tuberculosis contains sequence-specific mRNA interferases, which may play a role in the persistent dormancy of this devastating pathogen in human tissues.Journal of Biological Chemistry 08/2006; 281(27):18638-43. · 4.77 Impact Factor -
Article: Characterization of dual substrate binding sites in the homodimeric structure of Escherichia coli mRNA interferase MazF.
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ABSTRACT: MazF and MazE constitute a so-called addiction module that is critical for bacterial growth arrest and eventual cell death in response to stress. The MazF toxin was recently shown to possess mRNA interferase (MIase) activity, and acts as a protein synthesis inhibitor by cleaving cellular mRNA. As a cognate regulator, the short-lived antitoxin, MazE, inhibits MazF MIase activity and hence maintains the delicate homeostasis between these two components. In the present study, we have shown that the MazF homodimer contains two symmetric binding sites, each of which is capable of interacting with a MazE C-terminal peptide, MazEp(54-77). The slow exchange phenomenon between free and peptide-bound MazF on the NMR timescale indicates relatively high affinities for MazEp(54-77) at both sites (Kd,K'd < 10(-7) M). However, the observed sequential binding behavior suggests a negative cooperativity between the two sites (Kd < K'd). A 13 base single-stranded DNA, employed as an uncleavable RNA substrate analog, can also bind to both sites on the MazF homodimer with moderate affinity (Kd approximately 10(-5) -10(-6) M). Chemical shift perturbation data deduced from NMR experiments indicates that the two binding sites for the MazEp peptide coincided with those for the single-stranded DNA competitive inhibitor. These dual substrate-binding sites are located on the concave interface of the MazF homodimer, consisting of a highly basic region underneath the S1-S2 loop and two hydrophobic regions containing the H1 helix of one subunit and the S3-S4 loop of the opposing subunit. We show that the MazF homodimer is a bidentate endoribonuclease equipped with two identical binding sites for mRNA processing and that a single MazE molecule occupying one of the binding sites can affect the conformation of both sites, hence efficiently hindering the activity of MazF.Journal of Molecular Biology 04/2006; 357(1):139-50. · 4.00 Impact Factor -
Article: Characterization of ChpBK, an mRNA interferase from Escherichia coli.
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ABSTRACT: Escherichia coli contains a number of antitoxin-toxin modules on its chromosome, which are responsible for cell growth arrest and possible cell death. ChpBK is a toxin encoded by the ChpBIK antitoxin-toxin module. This module consists of a pair of genes, chpBI and chpBK encoding antitoxin ChpBI and toxin ChpBK, respectively. ChpBK consists of 116 amino acid residues, and its sequence shows 35% identity and 52% similarity to MazF, another E. coli toxin. MazF has been shown to be a sequence-specific (ACA) endoribonuclease that cleaves cellular mRNAs and effectively blocks protein synthesis and is thus termed as an mRNA interferase. Here we demonstrate that ChpBK is another mRNA interferase in E. coli whose induction effectively blocks cell growth in a manner similar to that of MazF. The protein synthesis as judged by incorporation of [35S]methionine was, however, reduced by only 60% upon ChpBK induction. We demonstrate that ChpBK is a new sequence-specific endoribonuclease that cleaves mRNAs both in vivo and in vitro at the 5'-or3'-side of the A residue in ACY sequences (Y is U, A, or G). The ChpBK cleavage of a synthetic RNA substrate generated a 2',3'-cyclic phosphate group at the 3'-end of the 5'-end product and a 5'-OH group at the 5'-end of the 3'-end product in a manner identical to that of MazF.Journal of Biological Chemistry 08/2005; 280(28):26080-8. · 4.77 Impact Factor -
Article: Insights into the mRNA cleavage mechanism by MazF, an mRNA interferase.
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ABSTRACT: MazF is an Escherichia coli toxin that is highly conserved among the prokaryotes and plays an important role in growth regulation. When MazF is induced, protein synthesis is effectively inhibited. However, the mechanism of MazF action has been controversial. Here we unequivocally demonstrate that MazF is an endoribonuclease that specifically cleaves mRNAs at ACA sequences. We then demonstrate its enzymatic specificity using short RNA substrates. MazF cleaves RNA at the 5'-end of ACA sequences, yielding a 2',3'-cyclic phosphate at one side and a free 5'-OH group at the other. Using DNA-RNA chimeric substrates containing XACA, the 2'-OH group of residue X was found absolutely essential for MazF cleavage, whereas all the other residues may be deoxyriboses. Therefore, MazF exhibits exquisite site specificity and has utility as an RNA-restriction enzyme for RNA structural studies or as an mRNA interferase to regulate cell growth in prokaryotic and eukaryotic cells.Journal of Biological Chemistry 02/2005; 280(5):3143-50. · 4.77 Impact Factor -
Article: Interference of mRNA function by sequence-specific endoribonuclease PemK.
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ABSTRACT: In Escherichia coli, programmed cell death is mediated through the system called "addiction module," which consists of a pair of genes encoding a stable toxin and a labile antitoxin. The pemI-pemK system is an addiction module present on plasmid R100. It helps to maintain the plasmid by post-segregational killing in E. coli population. Here we demonstrate that purified PemK, the toxin encoded by the pemI-pemK addiction module, inhibits protein synthesis in an E. coli cell-free system, whereas the addition of PemI, the antitoxin against PemK, resumes the protein synthesis. Further studies reveal that PemK is a sequence-specific endoribonuclease that cleaves mRNAs to inhibit protein synthesis, whereas PemI blocks the endoribonuclease activity of PemK. PemK cleaves only single-stranded RNA preferentially at the 5' or 3' side of the A residue in the "UAH" sequences (where H is C, A, or U). Upon induction, PemK cleaves cellular mRNAs to effectively block protein synthesis in E. coli. The pemK homologue genes have been identified on the genomes of a wide range of bacteria. We propose that PemK and its homologues form a novel endoribonuclease family that interferes with mRNA function by cleaving cellular mRNAs in a sequence-specific manner.Journal of Biological Chemistry 06/2004; 279(20):20678-84. · 4.77 Impact Factor -
Article: MazF cleaves cellular mRNAs specifically at ACA to block protein synthesis in Escherichia coli.
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ABSTRACT: Escherichia coli contains operons called "addiction modules," encoding toxin and antitoxin, which are responsible for growth arrest and cell death. Here, we demonstrate that MazF toxin encoded by "mazEF addiction module" is a sequence-specific (ACA) endoribonuclease functional only for single-stranded RNA. MazF works as a ribonuclease independent of ribosomes, and is, therefore, functionally distinct from RelE, another E. coli toxin, which assists mRNA cleavage at the A site on ribosomes. Upon induction, MazF cleaves whole cellular mRNAs to efficiently block protein synthesis. Purified MazF inhibited protein synthesis in both prokaryotic and eukaryotic cell-free systems. This inhibition was released by MazE, the labile antitoxin against MazF. Thus, MazF functions as a toxic endoribonuclease to interfere with the function of cellular mRNAs by cleaving them at specific sequences leading to rapid cell growth arrest and cell death. The role of such endoribonucleases may have broad implication in cell physiology under various growth conditions.Molecular Cell 11/2003; 12(4):913-23. · 14.18 Impact Factor -
Article: Characterization of the interactions within the mazEF addiction module of Escherichia coli.
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ABSTRACT: In bacteria, programmed cell death is mediated through the unique genetic system called "addiction module," which consists of a pair of genes encoding a stable toxin and an unstable antitoxin. The mazEF system is known as an addiction module located on the Escherichia coli chromosome. MazF is a stable toxin, and MazE is a labile antitoxin interacting with MazF to form a complex. MazE and the MazE-MazF complex can bind to the mazEF promoter region to regulate the mazEF expression. Here we show that the binding of purified (His)6MazE to the mazEF promoter DNA was enhanced by MazF. The site-directed mutations at the conserved amino acid residues in MazE N-terminal region (K7A, R8A, S12A, and R16A) disrupted the DNA binding ability of both (His)6MazE and the MazE-MazF-(His)6 complex, suggesting that MazE binds to the mazEF promoter DNA through the N-terminal domain. The ratio of MazE to MazF(His)6 in the MazE-MazF(His)6 complex is about 1:2. Because both MazE and MazF-(His)6 exist as dimers by themselves, the MazE-MazF-(His)6 complex (76.9 kDa) is predicted to consist of one MazE dimer and two MazF(His)6 dimers. The interaction between MazE and MazF was also characterized with the yeast two-hybrid system. It was found that the region from residues 38 to 75 of MazE was required for its binding to MazF. Site-directed mutagenesis at this region revealed that Leu55 and Leu58 play an important role in the MazE-MazF complex formation but not in MazE binding to the mazEF promoter DNA. The present results demonstrate that MazE is composed of two domains, the N-terminal DNA-binding domain and the C-terminal domain interacting with MazF.Journal of Biological Chemistry 09/2003; 278(34):32300-6. · 4.77 Impact Factor -
Article: Thermotoga maritima MazG protein has both nucleoside triphosphate pyrophosphohydrolase and pyrophosphatase activities.
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ABSTRACT: MazG proteins form a widely conserved family among bacteria, but their cellular function is still unknown. Here we report that Thermotoga maritima MazG protein (Tm-MazG), the product of the TM0913 gene, has both nucleoside triphosphate pyrophosphohydrolase (NTPase) and pyrophosphatase activities. Tm-MazG catalyzes the hydrolysis of all eight canonical ribo- and deoxyribonucleoside triphosphates to their corresponding nucleoside monophosphates and PPi and subsequently hydrolyzes the resultant PPi to Pi. The NTPase activity with deoxyribonucleoside triphosphates as substrate is higher than corresponding ribonucleoside triphosphates. dGTP is the best substrate among the deoxyribonucleoside triphosphates, and GTP is the best among the ribonucleoside triphosphates. Both NTPase and pyrophosphatase activities were enhanced at higher temperatures and blocked by the alpha,beta-methyleneadenosine triphosphate, which cannot be hydrolyzed by Tm-MazG. Furthermore, PPi is an inhibitor for the Tm-MazG NTPase activity. Significant decreases in the NTPase activity and concomitant increases in the pyrophosphatase activity were observed when mutations were introduced at the highly conserved amino acid residues in Tm-MazG N-terminal region (E41Q/E42Q, E45Q, E61Q, R97A/R98A, and K118A). These results demonstrated that Tm-MazG has dual enzymatic functions, NTPase and pyrophosphatase, and that these two enzymatic activities are coordinated.Journal of Biological Chemistry 07/2003; 278(24):21408-14. · 4.77 Impact Factor
Top co-authors
Top Journals
Institutions
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2003–2010
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Robert Wood Johnson University Hospital
New Brunswick, NJ, USA
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2009
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Ontario Institute for Cancer Research
Toronto, Ontario, Canada
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2006–2008
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University of Toronto
- Department of Medical Biophysics
Toronto, Ontario, Canada
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