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Liang C, Yang Y, Ning P, Chang C, Cao W. Structural and functional coupling in cross-linking uracil-DNA glycosylase UDGX. Biosci Rep 2024; 44:BSR20231551. [PMID: 38059429 PMCID: PMC10776899 DOI: 10.1042/bsr20231551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/14/2023] [Accepted: 12/05/2023] [Indexed: 12/08/2023] Open
Abstract
Enzymes in uracil-DNA glycosylase (UDG) superfamily are involved in removal of deaminated nucleobases such as uracil, methylcytosine derivatives such as formylcytosine and carboxylcytosine, and other base damage in DNA repair. UDGX is the latest addition of a new class to the UDG superfamily with a sporadic distribution in bacteria. UDGX type enzymes have a distinct biochemical property of cross-linking itself to the resulting AP site after uracil removal. Built on previous biochemical and structural analyses, this work comprehensively investigated the kinetic and enzymatic properties of Mycobacterium smegmatis UDGX. Kinetics and mutational analyses, coupled with structural information, defined the roles of E52, D56, D59, F65 of motif 1, H178 of motif 2 and N91, K94, R107 and H109 of motif 3 play in uracil excision and cross-linking. More importantly, a series of quantitative analyses underscored the structural coupling through inter-motif and intra-motif interactions and subsequent functional coupling of the uracil excision and cross-linking reactions. A catalytic model is proposed, which underlies this catalytic feature unique to UDGX type enzymes. This study offers new insight on the catalytic mechanism of UDGX and provides a unique example of enzyme evolution.
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Affiliation(s)
- Chuan Liang
- Department of Genetics and Biochemistry, Clemson University, Room 049 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, U.S.A
| | - Ye Yang
- Department of Genetics and Biochemistry, Clemson University, Room 049 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, U.S.A
| | - Ping Ning
- Department of Genetics and Biochemistry, Clemson University, Room 049 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, U.S.A
| | - Chenyan Chang
- Department of Genetics and Biochemistry, Clemson University, Room 049 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, U.S.A
| | - Weiguo Cao
- Department of Genetics and Biochemistry, Clemson University, Room 049 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, U.S.A
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2
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Li J, Yang Y, Chang C, Cao W. DR0022 from Deinococcus radiodurans is an acid uracil-DNA glycosylase. FEBS J 2022; 289:6420-6434. [PMID: 35607831 PMCID: PMC9796141 DOI: 10.1111/febs.16533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/08/2022] [Accepted: 05/23/2022] [Indexed: 01/02/2023]
Abstract
Uracil-DNA glycosylase (UDG) initiates base excision repair (BER) by removing damaged or modified nucleobases during DNA repair or mammalian demethylation. The UDG superfamily consists of at least six families with a variety of catalytic specificities and functions. Deinococcus radiodurans, an extreme radiation resistant bacterium, contains multiple members of UDG enzymes within its genome. The present study reveals that the putative protein, DR0022, is a uracil-DNA glycosylase that requires acidic conditions for its glycosylase activity, which is the first case of such an enzyme within the UDG superfamily. The key residues in the catalytic motifs are investigated by biochemical, enzyme kinetics, and de novo structural prediction, as well as molecular modeling analyses. The structural and catalytic roles of several distinct residues are discussed in light of predicted and modeled DR0022 glycosylase structures. The spontaneous mutation rate analysis performed in a dr0022 deficient D. radiodurans strain indicated that the dr0022 gene plays a role in mutation prevention. Furthermore, survival rate analysis in a dr0022 deficient D. radiodurans strain demonstrated its role in stress resistance, including γ-irradiation. Additionally, the novel acid UDG activity in relationship to its in vivo roles is discussed. This work underscores the functional diversity in the UDG superfamily.
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Affiliation(s)
- Jing Li
- Department of Genetics and BiochemistryClemson UniversityClemsonSCUSA
| | - Ye Yang
- Department of Genetics and BiochemistryClemson UniversityClemsonSCUSA
| | - Chenyan Chang
- Department of Genetics and BiochemistryClemson UniversityClemsonSCUSA
| | - Weiguo Cao
- Department of Genetics and BiochemistryClemson UniversityClemsonSCUSA
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3
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Screening of glycosylase activity on oxidative derivatives of methylcytosine: Pedobacter heparinus SMUG2 as a formylcytosine- and carboxylcytosine-DNA glycosylase. DNA Repair (Amst) 2022; 119:103408. [PMID: 36179537 DOI: 10.1016/j.dnarep.2022.103408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 09/16/2022] [Accepted: 09/20/2022] [Indexed: 11/22/2022]
Abstract
5-Methylcytosine (mC) is an epigenetic mark that impacts transcription, development, diseases including cancer and aging. The demethylation process involves Tet-mediated stepwise oxidation of mC to hmC, fC, or caC, excision of fC or caC by thymine-DNA glycosylase (TDG), and subsequent base excision repair. Thymine-DNA glycosylase (TDG) belongs to uracil-DNA glycosylase (UDG) superfamily, which is a group of enzymes that are initially found to be responsible for excising the deaminated bases from DNA and generating apurinic/apyrimidinic (AP) sites. mC oxidative derivatives may also be generated from Fenton chemistry and γ-irradiation. In screening DNA glycosylase activity in UDG superfamily, we identified new activity on fC- and caC-containing DNA in family 2 MUG/TDG and family 6 HDG enzymes. Surprisingly, we found a glycosylase SMUG2 from bacterium Pedobacter heparinus (Phe), a subfamily of family 3 SMUG1 DNA glycosylase, displayed catalytic activity towards not only DNA containing uracil, but also fC and caC. Given the sequence and structural differences between the family 3 and other family enzymes, we investigated the catalytic mechanism using mutational, enzyme kinetics and molecular modeling approaches. Mutational analysis and kinetics measurements identified I62, N63 and F76 of motif 1, and H205 of motif 2 in Phe SMUG2 as important catalytic residues, of which H205 of motif 2 played a critical role in catalyzing the removal of fC and caC. A catalytic model underlying the roles of these residues was proposed. The structural and catalytic differences between Phe SMUG2 and human TDG were compared by molecular modeling and molecular dynamics simulations. This study expands our understanding of DNA glycosylase capacity in UDG superfamily and provides insights into the molecular mechanism of fC and caC excision in Phe SMUG2.
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4
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Sun J, Li C, Hu Y, Ding Y, Wu T. A structure change-induced fluorescent biosensor for uracil-DNA glycosylase activity detection based on the substrate preference of Lambda exonuclease. Talanta 2022; 243:123350. [DOI: 10.1016/j.talanta.2022.123350] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/24/2022] [Accepted: 02/28/2022] [Indexed: 01/03/2023]
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5
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Ahn WC, Aroli S, Kim JH, Moon JH, Lee GS, Lee MH, Sang PB, Oh BH, Varshney U, Woo EJ. Covalent binding of uracil DNA glycosylase UdgX to abasic DNA upon uracil excision. Nat Chem Biol 2019; 15:607-614. [PMID: 31101917 DOI: 10.1038/s41589-019-0289-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 04/10/2019] [Indexed: 11/09/2022]
Abstract
Uracil DNA glycosylases (UDGs) are important DNA repair enzymes that excise uracil from DNA, yielding an abasic site. Recently, UdgX, an unconventional UDG with extremely tight binding to DNA containing uracil, was discovered. The structure of UdgX from Mycobacterium smegmatis in complex with DNA shows an overall similarity to that of family 4 UDGs except for a protruding loop at the entrance of the uracil-binding pocket. Surprisingly, H109 in the loop was found to make a covalent bond to the abasic site to form a stable intermediate, while the excised uracil remained in the pocket of the active site. H109 functions as a nucleophile to attack the oxocarbenium ion, substituting for the catalytic water molecule found in other UDGs. To our knowledge, this change from a catalytic water attack to a direct nucleophilic attack by the histidine residue is unprecedented. UdgX utilizes a unique mechanism of protecting cytotoxic abasic sites from exposure to the cellular environment.
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Affiliation(s)
- Woo-Chan Ahn
- Disease Target Structure Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea.,Department of Biological Sciences, KAIST Institute for the Biocentury, Korea Advanced Institute of Science and Technology, Daejeon, Korea
| | - Shashanka Aroli
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore, India
| | - Jin-Hahn Kim
- Creative Research Initiative Center for Chemical Dynamics in Living Cells, Department of Chemistry, Chung-Ang University, Seoul, Korea
| | - Jeong Hee Moon
- Disease Target Structure Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
| | - Ga Seal Lee
- Disease Target Structure Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
| | - Min-Ho Lee
- Disease Target Structure Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea
| | - Pau Biak Sang
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore, India
| | - Byung-Ha Oh
- Department of Biological Sciences, KAIST Institute for the Biocentury, Korea Advanced Institute of Science and Technology, Daejeon, Korea
| | - Umesh Varshney
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore, India.
| | - Eui-Jeon Woo
- Disease Target Structure Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Republic of Korea. .,University of Science and Technology, Daejeon, Republic of Korea.
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6
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Tu J, Chen R, Yang Y, Cao W, Xie W. Suicide inactivation of the uracil DNA glycosylase UdgX by covalent complex formation. Nat Chem Biol 2019; 15:615-622. [PMID: 31101915 DOI: 10.1038/s41589-019-0290-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 04/10/2019] [Indexed: 01/08/2023]
Abstract
A uracil DNA glycosylase (UDG) from Mycobacterium smegmatis (MsmUdgX) shares sequence similarity with family 4 UDGs and forms exceedingly stable complexes with single-stranded uracil-containing DNAs (ssDNA-Us) that are resistant to denaturants. However, MsmUdgX has been reported to be inactive in excising uracil from ssDNA-Us and the underlying structural basis is unclear. Here, we report high-resolution crystal structures of MsmUdgX in the free, uracil- and DNA-bound forms, respectively. The structural information, supported by mutational and biochemical analyses, indicates that the conserved residue His109 located on a characteristic loop forms an irreversible covalent linkage with the deoxyribose at the apyrimidinic site of ssDNA-U, thus rendering the enzyme unable to regenerate. By proposing the catalytic pathway and molecular mechanism for MsmUdgX, our studies provide an insight into family 4 UDGs and UDGs in general.
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Affiliation(s)
- Jie Tu
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory for Biocontrol, School of Life Sciences, The Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Ran Chen
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory for Biocontrol, School of Life Sciences, The Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Ye Yang
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, USA
| | - Weiguo Cao
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, USA
| | - Wei Xie
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory for Biocontrol, School of Life Sciences, The Sun Yat-Sen University, Guangzhou, Guangdong, China.
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7
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Togawa Y, Shiotani S, Kato Y, Ezaki K, Nunoshiba T, Hiratsu K. Development of a supF-based mutation-detection system in the extreme thermophile Thermus thermophilus HB27. Mol Genet Genomics 2019; 294:1085-1093. [PMID: 30968247 DOI: 10.1007/s00438-019-01565-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 04/03/2019] [Indexed: 01/07/2023]
Abstract
Thermus thermophilus (T. thermophilus) HB27 is an extreme thermophile that grows optimally at 65-72 °C. Heat-induced DNA lesions are expected to occur at a higher frequency in the genome of T. thermophilus than in those of mesophiles; however, the mechanisms underlying the maintenance of genome integrity at high temperatures remain poorly understood. The study of mutation spectra has become a powerful approach to understanding the molecular mechanisms responsible for DNA repair and mutagenesis in mesophilic species. Therefore, we developed a supF-based system to detect a broad spectrum of mutations in T. thermophilus. This system was validated by measuring spontaneous mutations in the wild type and a udgA, B double mutant deficient in uracil-DNA glycosylase (UDG) activity. We found that the mutation frequency of the udgA, B strain was 4.7-fold higher than that of the wild type and G:C→A:T transitions dominated, which was the most reasonable for the mutator phenotype associated with the loss of UDG function in T. thermophilus. These results show that this system allowed for the rapid analysis of mutations in T. thermophilus, and may be useful for studying the molecular mechanisms responsible for DNA repair and mutagenesis in this extreme thermophile.
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Affiliation(s)
- Yoichiro Togawa
- Department of Applied Chemistry, National Defense Academy, Hashirimizu 1-10-20, Yokosuka, Kanagawa, 239-8686, Japan
| | - Shiori Shiotani
- Department of Applied Chemistry, National Defense Academy, Hashirimizu 1-10-20, Yokosuka, Kanagawa, 239-8686, Japan
| | - Yuki Kato
- College of Liberal Arts, International Christian University, Osawa 3-10-2, Mitaka, Tokyo, 181-8585, Japan
| | - Kazune Ezaki
- College of Liberal Arts, International Christian University, Osawa 3-10-2, Mitaka, Tokyo, 181-8585, Japan
| | - Tatsuo Nunoshiba
- College of Liberal Arts, International Christian University, Osawa 3-10-2, Mitaka, Tokyo, 181-8585, Japan
| | - Keiichiro Hiratsu
- Department of Applied Chemistry, National Defense Academy, Hashirimizu 1-10-20, Yokosuka, Kanagawa, 239-8686, Japan.
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8
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Comparative Genomics Analysis of Plasmid pPV989-94 from a Clinical Isolate of Pantoea vagans PV989. Int J Genomics 2018; 2018:1242819. [PMID: 29862249 PMCID: PMC5971314 DOI: 10.1155/2018/1242819] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 03/25/2018] [Indexed: 11/18/2022] Open
Abstract
Pantoea vagans, a gram-negative bacterium from the genus Pantoea and family Enterobacteriaceae, is present in various natural environments and considered to be plant endophytes. We isolated the Pantoea vagans PV989 strain from the clinic and sequenced its whole genome. Besides a chromosome DNA molecule, it also harboured three large plasmids. A comparative genomics analysis was performed for the smallest plasmid, pPV989-94. It can be divided into four regions, including three conservative regions related to replication (R1), transfer conjugation (R2), and transfer leading (R3), and one variable region (R4). Further analysis showed that pPV989-94 is most similar to plasmids LA637P2 and pEA68 of Erwinia amylovora strains isolated from fruit trees. These three plasmids share three conservative regions (R1, R2, and R3). Interestingly, a fragment (R4′) in R4, mediated by phage integrase and phage integrase family site-specific recombinase and encoding 9 genes related to glycometabolism, resistance, and DNA repair, was unique in pPV989-94. Homologues of R4′ were found in other plasmids or chromosomes, suggesting that horizontal gene transfer (HGT) occurred among different bacteria of various species or genera. The acquired functional genes may play important roles in the adaptation of bacteria to different hosts or environmental conditions.
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9
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Boehr DD, D'Amico RN, O'Rourke KF. Engineered control of enzyme structural dynamics and function. Protein Sci 2018; 27:825-838. [PMID: 29380452 DOI: 10.1002/pro.3379] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 01/20/2018] [Accepted: 01/24/2018] [Indexed: 12/20/2022]
Abstract
Enzymes undergo a range of internal motions from local, active site fluctuations to large-scale, global conformational changes. These motions are often important for enzyme function, including in ligand binding and dissociation and even preparing the active site for chemical catalysis. Protein engineering efforts have been directed towards manipulating enzyme structural dynamics and conformational changes, including targeting specific amino acid interactions and creation of chimeric enzymes with new regulatory functions. Post-translational covalent modification can provide an additional level of enzyme control. These studies have not only provided insights into the functional role of protein motions, but they offer opportunities to create stimulus-responsive enzymes. These enzymes can be engineered to respond to a number of external stimuli, including light, pH, and the presence of novel allosteric modulators. Altogether, the ability to engineer and control enzyme structural dynamics can provide new tools for biotechnology and medicine.
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Affiliation(s)
- David D Boehr
- Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA
| | - Rebecca N D'Amico
- Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA
| | - Kathleen F O'Rourke
- Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA
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10
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Li J, Chen R, Yang Y, Zhang Z, Fang GC, Xie W, Cao W. An unconventional family 1 uracil DNA glycosylase in Nitratifractor salsuginis. FEBS J 2017; 284:4017-4034. [PMID: 28977725 DOI: 10.1111/febs.14285] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 08/10/2017] [Accepted: 09/29/2017] [Indexed: 11/30/2022]
Abstract
The uracil DNA glycosylase superfamily consists of at least six families with a diverse specificity toward DNA base damage. Family 1 uracil N-glycosylase (UNG) exhibits exclusive specificity on uracil-containing DNA. Here, we report a family 1 UNG homolog from Nitratifractor salsuginis with distinct biochemical features that differentiate it from conventional family 1 UNGs. Globally, the crystal structure of N. salsuginisUNG shows a few additional secondary structural elements. Biochemical and enzyme kinetic analysis, coupled with structural determination, molecular modeling, and molecular dynamics simulations, shows that N. salsuginisUNG contains a salt bridge network that plays an important role in DNA backbone interactions. Disruption of the amino acid residues involved in the salt bridges greatly impedes the enzymatic activity. A tyrosine residue in motif 1 (GQDPY) is one of the distinct sequence features setting family 1 UNG apart from other families. The crystal structure of Y81G mutant indicates that several subtle changes may account for its inactivity. Unlike the conventional family 1 UNG enzymes, N. salsuginisUNG is not inhibited by Ugi, a potent inhibitor specific for family 1 UNG. This study underscores the diversity of paths that a uracil DNA glycosylase may take to acquire its unique structural and biochemical properties during evolution. DATABASE Structure data are available in the PDB under accession numbers 5X3G and 5X3H.
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Affiliation(s)
- Jing Li
- Department of Genetics and Biochemistry, Clemson University, SC, USA
| | - Ran Chen
- State Key Laboratory for Biocontrol, School of Life Sciences, The Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Ye Yang
- Department of Genetics and Biochemistry, Clemson University, SC, USA
| | - Zhemin Zhang
- State Key Laboratory for Biocontrol, School of Life Sciences, The Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Guang-Chen Fang
- Department of Genetics and Biochemistry, Clemson University, SC, USA
| | - Wei Xie
- State Key Laboratory for Biocontrol, School of Life Sciences, The Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Weiguo Cao
- Department of Genetics and Biochemistry, Clemson University, SC, USA
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Li J, Yang Y, Guevara J, Wang L, Cao W. Identification of a prototypical single-stranded uracil DNA glycosylase from Listeria innocua. DNA Repair (Amst) 2017; 57:107-115. [PMID: 28719838 PMCID: PMC5568478 DOI: 10.1016/j.dnarep.2017.07.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 07/04/2017] [Accepted: 07/05/2017] [Indexed: 12/23/2022]
Abstract
A recent phylogenetic study on UDG superfamily estimated a new clade of family 3 enzymes (SMUG1-like), which shares a lower homology with canonic SMUG1 enzymes. The enzymatic properties of the newly found putative DNA glycosylase are unknown. To test the potential UDG activity and evaluate phylogenetic classification, we isolated one SMUG1-like glycosylase representative from Listeria innocua (Lin). A biochemical screening of DNA glycosylase activity in vitro indicates that Lin SMUG1-like glycosylase is a single-strand selective uracil DNA glycosylase. The UDG activity on DNA bubble structures provides clue to its physiological significance in vivo. Mutagenesis and molecular modeling analyses reveal that Lin SMUG1-like glycosylase has similar functional motifs with SMUG1 enzymes; however, it contains a distinct catalytic doublet S67-S68 in motif 1 that is not found in any families in the UDG superfamily. Experimental investigation shows that the S67M-S68N double mutant is catalytically more active than either S67M or S68N single mutant. Coupled with mutual information analysis, the results indicate a high degree of correlation in the evolution of SMUG1-like enzymes. This study underscores the functional and catalytic diversity in the evolution of enzymes in UDG superfamily.
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Affiliation(s)
- Jing Li
- Department of Genetics and Biochemistry, Clemson University, Room 060 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, USA
| | - Ye Yang
- Department of Genetics and Biochemistry, Clemson University, Room 060 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, USA
| | - Jose Guevara
- Department of Genetics and Biochemistry, Clemson University, Room 060 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, USA
| | - Liangjiang Wang
- Department of Genetics and Biochemistry, Clemson University, Room 060 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, USA
| | - Weiguo Cao
- Department of Genetics and Biochemistry, Clemson University, Room 060 Life Sciences Facility, 190 Collings Street, Clemson, SC 29634, USA.
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