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Gaddy KE, Bensch EM, Cavanagh J, Milton ME. Insights into DNA-binding motifs and mechanisms of Francisella tularensis novicida two-component system response regulator proteins QseB, KdpE, and BfpR. Biochem Biophys Res Commun 2024; 722:150150. [PMID: 38805787 DOI: 10.1016/j.bbrc.2024.150150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/09/2024] [Accepted: 05/20/2024] [Indexed: 05/30/2024]
Abstract
Two component system bacterial response regulators are typically DNA-binding proteins which enable the genetic regulation of many adaptive bacterial behaviors. Despite structural similarity across response regulator families, there is a diverse array of DNA-binding mechanisms. Bacteria usually encode several dozen two-component system response regulators, but Francisella tularensis only encodes three. Due to their simplified response regulatory network, Francisella species are a model for studying the role of response regulator proteins in virulence. Here, we show that Francisella response regulators QseB, KdpE, and BfpR all utilize different DNA-binding mechanisms. Our evidence suggests that QseB follows a simple mechanism whereby it binds a single inverted repeat sequence with a higher affinity upon phosphorylation. This behavior is independent of whether QseB is a positive or negative regulator of the gene as demonstrated by qseB and priM promoter sequences, respectively. Similarly, KdpE binds DNA more tightly upon phosphorylation, but also exhibits a cooperative binding isotherm. While we propose a KdpE binding site, it is possible that KdpE has a complex DNA-binding mechanism potentially involving multiple copies of KdpE being recruited to a promoter region. Finally, we show that BfpR appears to bind a region of its own promoter sequence with a lower affinity upon phosphorylation. Further structural and enzymatic work will need to be performed to deconvolute the KdpE and BfpR binding mechanisms.
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Affiliation(s)
- Keegan E Gaddy
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Elody M Bensch
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - John Cavanagh
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Morgan E Milton
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, East Carolina University, Greenville, NC, USA.
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2
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Ouyang Z, He W, Jiao M, Yu Q, Guo Y, Refat M, Qin Q, Zhang J, Shi Q, Zheng F, Wen Y. Mechanistic and biophysical characterization of polymyxin resistance response regulator PmrA in Acinetobacter baumannii. Front Microbiol 2024; 15:1293990. [PMID: 38476937 PMCID: PMC10927774 DOI: 10.3389/fmicb.2024.1293990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 02/05/2024] [Indexed: 03/14/2024] Open
Abstract
Introduction Acinetobacter baumannii PmrAB is a crucial two-component regulatory system (TCS) that plays a vital role in conferring resistance to polymyxin. PmrA, a response regulator belonging to the OmpR/PhoB family, is composed of a C-terminal DNA-binding effector domain and an N-terminal receiver domain. The receiver domain can be phosphorylated by PmrB, a transmembrane sensor histidine kinase that interacts with PmrA. Once phosphorylated, PmrA undergoes a conformational change, resulting in the formation of a symmetric dimer in the receiver domain. This conformational change facilitates the recognition of promoter DNA by the DNA-binding domain of PmrA, leading to the activation of adaptive responses. Methods X-ray crystallography was carried out to solve the structure of PmrA receiver domain. Electrophoretic mobility shift assay and Isothermal titration calorimetry were recruited to validate the interaction between the recombinant PmrA protein and target DNA. Field-emission scanning electron microscopy (FE-SEM) was employed to characterize the surface morphology of A. baumannii in both the PmrA knockout and mutation strains. Results The receiver domain of PmrA follows the canonical α5β5 response regulator assembly, which undergoes dimerization upon phosphorylation and activation. Beryllium trifluoride is utilized as an aspartate phosphorylation mimic in this process. Mutations involved in phosphorylation and dimerization significantly affected the expression of downstream pmrC and naxD genes. This impact resulted in an enhanced cell surface smoothness with fewer modifications, ultimately contributing to a decrease in colistin (polymyxin E) and polymyxin B resistance. Additionally, a conservative direct-repeat DNA PmrA binding sequence TTTAAGNNNNNTTTAAG was identified at the promoter region of the pmrC and naxD gene. These findings provide structural insights into the PmrA receiver domain and reveal the mechanism of polymyxin resistance, suggesting that PmrA could be a potential drug target to reverse polymyxin resistance in Acinetobacter baumannii.
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Affiliation(s)
- Zhenlin Ouyang
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Wenbo He
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Min Jiao
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Qinyue Yu
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Yucheng Guo
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Moath Refat
- The Key Laboratory of Environment and Genes Related to Disease of Ministry of Education Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Qian Qin
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Jiaxin Zhang
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Qindong Shi
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Fang Zheng
- The Key Laboratory of Environment and Genes Related to Disease of Ministry of Education Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Yurong Wen
- Shaanxi Provincial Key Laboratory of Sepsis in Critical Care Medicine, Department of Critical Care Medicine, Center for Microbiome Research of Med-X Institute, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
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3
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Lou YC, Huang HY, Yeh HH, Chiang WH, Chen C, Wu KP. Structural basis of transcriptional activation by the OmpR/PhoB-family response regulator PmrA. Nucleic Acids Res 2023; 51:10049-10058. [PMID: 37665001 PMCID: PMC10570014 DOI: 10.1093/nar/gkad724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/09/2023] [Accepted: 08/21/2023] [Indexed: 09/05/2023] Open
Abstract
PmrA, an OmpR/PhoB-family response regulator, triggers gene transcription responsible for polymyxin resistance in bacteria by recognizing promoters where the canonical-35 element is replaced by the pmra-box, representing the PmrA recognition sequence. Here, we report a cryo-electron microscopy (cryo-EM) structure of a bacterial PmrA-dependent transcription activation complex (TAC) containing a PmrA dimer, an RNA polymerase σ70 holoenzyme (RNAPH) and the pbgP promoter DNA. Our structure reveals that the RNAPH mainly contacts the PmrA C-terminal DNA-binding domain (DBD) via electrostatic interactions and reorients the DBD three base pairs upstream of the pmra-box, resulting in a dynamic TAC conformation. In vivo assays show that the substitution of the DNA-recognition residue eliminated its transcriptional activity, while variants with altered RNAPH-interacting residues resulted in enhanced transcriptional activity. Our findings suggest that both PmrA recognition-induced DNA distortion and PmrA promoter escape play crucial roles in its transcriptional activation.
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Affiliation(s)
- Yuan-Chao Lou
- Biomedical Translation Research Center, Academia Sinica, Taipei 11529, Taiwan
| | - Hsuan-Yu Huang
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Hsin-Hong Yeh
- Institute of Biomedical Sciences, Academia Sinica, Taipei 11529, Taiwan
| | - Wei-Hung Chiang
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Chinpan Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei 11529, Taiwan
| | - Kuen-Phon Wu
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
- Institute of Biochemical Sciences, College of Life Science, National Taiwan University, Taipei 10617, Taiwan
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4
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Shi J, Feng Z, Xu J, Li F, Zhang Y, Wen A, Wang F, Song Q, Wang L, Cui H, Tong S, Chen P, Zhu Y, Zhao G, Wang S, Feng Y, Lin W. Structural insights into the transcription activation mechanism of the global regulator GlnR from actinobacteria. Proc Natl Acad Sci U S A 2023; 120:e2300282120. [PMID: 37216560 PMCID: PMC10235972 DOI: 10.1073/pnas.2300282120] [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: 01/06/2023] [Accepted: 04/27/2023] [Indexed: 05/24/2023] Open
Abstract
In actinobacteria, an OmpR/PhoB subfamily protein called GlnR acts as an orphan response regulator and globally coordinates the expression of genes responsible for nitrogen, carbon, and phosphate metabolism in actinobacteria. Although many researchers have attempted to elucidate the mechanisms of GlnR-dependent transcription activation, progress is impeded by lacking of an overall structure of GlnR-dependent transcription activation complex (GlnR-TAC). Here, we report a co-crystal structure of the C-terminal DNA-binding domain of GlnR (GlnR_DBD) in complex with its regulatory cis-element DNA and a cryo-EM structure of GlnR-TAC which comprises Mycobacterium tuberculosis RNA polymerase, GlnR, and a promoter containing four well-characterized conserved GlnR binding sites. These structures illustrate how four GlnR protomers coordinate to engage promoter DNA in a head-to-tail manner, with four N-terminal receiver domains of GlnR (GlnR-RECs) bridging GlnR_DBDs and the RNAP core enzyme. Structural analysis also unravels that GlnR-TAC is stabilized by complex protein-protein interactions between GlnR and the conserved β flap, σAR4, αCTD, and αNTD domains of RNAP, which are further confirmed by our biochemical assays. Taken together, these results reveal a global transcription activation mechanism for the master regulator GlnR and other OmpR/PhoB subfamily proteins and present a unique mode of bacterial transcription regulation.
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Affiliation(s)
- Jing Shi
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
- Department of Biophysics, Zhejiang University School of Medicine, 310058Hangzhou, China
- Department of Infectious Disease of Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 310058Hangzhou, China
| | - Zhenzhen Feng
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Juncao Xu
- Key Laboratory of Synthetic Biology, Chinese Academy of Sciences (CAS) Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, 200032Shanghai, China
| | - Fangfang Li
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Yuqiong Zhang
- MOE Key Laboratory of Laser Life Science and Institute of Laser Life Science, College of Biophotonics, South China Normal University, 510631Guangzhou, Guangdong, China
- Guangdong Key Laboratory of Laser Life Science, College of Biophotonics, South China Normal University, 510631Guangzhou, Guangdong, China
- Songshan Lake Materials Laboratory, 523808Dongguan, Guangdong, China
| | - Aijia Wen
- Department of Biophysics, Zhejiang University School of Medicine, 310058Hangzhou, China
- Department of Infectious Disease of Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 310058Hangzhou, China
| | - Fulin Wang
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Qian Song
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Lu Wang
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Hong Cui
- Pasteurien College, Suzhou Medical College of Soochow University, Soochow University, 251000Soochow, China
| | - Shujuan Tong
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Peiying Chen
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Yejin Zhu
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
| | - Guoping Zhao
- Key Laboratory of Synthetic Biology, Chinese Academy of Sciences (CAS) Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, 200032Shanghai, China
| | - Shuang Wang
- Songshan Lake Materials Laboratory, 523808Dongguan, Guangdong, China
- Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, 100190Beijing, China
| | - Yu Feng
- Department of Biophysics, Zhejiang University School of Medicine, 310058Hangzhou, China
- Department of Infectious Disease of Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 310058Hangzhou, China
| | - Wei Lin
- Department of Pathogen Biology, School of Medicine and Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 210023Nanjing, China
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai200237, China
- Nanjing Drum Tower Hospital Clinical College, Nanjing University of Chinese Medicine, 210023Nanjing, China
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5
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A Copper-Responsive Two-Component System Governs Lipoprotein Remodeling in Listeria monocytogenes. J Bacteriol 2023; 205:e0039022. [PMID: 36622228 PMCID: PMC9879112 DOI: 10.1128/jb.00390-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Bacterial lipoproteins are membrane-associated proteins with a characteristic acylated N-terminal cysteine residue anchoring C-terminal globular domains to the membrane surface. While all lipoproteins are modified with acyl chains, the number, length, and position can vary depending on host. The acylation pattern also alters ligand recognition by the Toll-like receptor 2 (TLR2) protein family, a signaling system that is central to bacterial surveillance and innate immunity. In select Listeria monocytogenes isolates carrying certain plasmids, copper exposure converts the lipoprotein chemotype into a weak TLR2 ligand through expression of the enzyme lipoprotein intramolecular acyltransferase (Lit). In this study, we identify the response regulator (CopR) from a heavy metal-sensing two-component system as the transcription factor that integrates external copper levels with lipoprotein structural modifications. We show that phosphorylated CopR controls the expression of three distinct transcripts within the plasmid cassette encoding Lit2, prolipoprotein diacylglyceryl transferase (Lgt2), putative copper resistance determinants, and itself (the CopRS two-component system). CopR recognizes a direct repeat half-site consensus motif (TCTACACA) separated by 3 bp that overlaps the -35 promoter element. Target gene expression and lipoprotein conversion were not observed in the absence of the response regulator, indicating that CopR phosphorylation is the dominant mechanism of regulation. IMPORTANCE Copper is a frontline antimicrobial used to limit bacterial growth in multiple settings. Here, we demonstrate how the response regulator CopR from a plasmid-borne two-component system in the opportunistic pathogen L. monocytogenes directly induces lipoprotein remodeling in tandem with copper resistance genes due to extracellular copper stress. Activation of CopR by phosphorylation converts the lipoprotein chemotype from a high- to low-immunostimulatory TLR2 ligand. The two-component system-mediated coregulation of copper resistance determinants, in tandem with lipoprotein biosynthesis demonstrated here in L. monocytogenes, may be a common feature of transmissible copper resistance cassettes found in other Firmicutes.
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Ganeshan S, Shakibaie MR, Rajagopal R. Insights from the molecular docking analysis of colistin with the PmrA protein model from Acinetobacter baumannii. Bioinformation 2022; 18:41-49. [PMID: 35815194 PMCID: PMC9200612 DOI: 10.6026/97320630018041] [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: 10/27/2021] [Revised: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 12/03/2022] Open
Abstract
Acinetobacter baumannii (AB) is one of the most common causes of nosocomial infections. Therefore, it is of interest to design and develop drugs against Acinetobacter baumannii. A strain of AB showing MIC 32 µg/ml against colistin was isolated from a hospital environment in Iran. Hence, we document data to glean insights from the molecular docking analysis of colistin with the PmrA protein from this bacterium.
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Affiliation(s)
- Shalini Ganeshan
- Department of Biotechnology, Tips college of arts and science, Coimbatore, Tamil Nadu 641107, India
| | - Mohammad Reza Shakibaie
- Department of Microbiology and Virology, Kerman University of Medical Sciences, Kerman, Iran
- Environmental Health Engineering Research Center, Kerman University of Medical Science, Kerman, Iran
| | - Rajaguru Rajagopal
- Research Scholar Department of Pharmaceutics, Mother Theresa Post Graduate and Research Institute of Health Sciences, Pondicherry-605006, India
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7
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Palethorpe S, Milton ME, Pesci EC, Cavanagh J. Structure of the Acinetobacter baumannii PmrA receiver domain and insights into clinical mutants affecting DNA-binding and promoting colistin resistance. J Biochem 2021; 170:787-800. [PMID: 34585233 DOI: 10.1093/jb/mvab102] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 09/22/2021] [Indexed: 11/14/2022] Open
Abstract
Acinetobacter baumannii is an insidious emerging nosocomial pathogen that has developed resistance to all available antimicrobials, including the last resort antibiotic, colistin. Colistin resistance often occurs due to mutations in the PmrAB two component regulatory system. To better understand the regulatory mechanisms contributing to colistin resistance, we have biochemically characterized the A. baumannii PmrA response regulator. Initial DNA-binding analysis shows that A. baumannii PmrA bound to the Klebsiella pneumoniae PmrA box motif. This prompted analysis of the putative A. baumannii PmrAB regulon which indicated that the A. baumannii PmrA consensus box is 5'- HTTAAD N5 HTTAAD. Additionally, we provide the first structural information for the A. baumannii PmrA N-terminal domain through X-ray crystallography, and we present a full-length model using molecular modeling. From these studies, we were able to infer the effects of two critical PmrA mutations, PmrA::I13M and PmrA::P102R, both of which confer increased colistin resistance. Based on these data, we suggest structural and dynamic reasons for how these mutations can affect PmrA function and hence encourage resistive traits. Understanding these mechanisms will aid in the development of new targeted antimicrobial therapies.
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Affiliation(s)
- Samantha Palethorpe
- Department of Microbiology and Immunology Brody School of Medicine East Carolina University Greenville, NC 27834 United States
| | - Morgan E Milton
- Department of Biochemistry and Molecular Biology Brody School of Medicine East Carolina University Greenville, NC 27834 United States
| | - Everett C Pesci
- Department of Microbiology and Immunology Brody School of Medicine East Carolina University Greenville, NC 27834 United States
| | - John Cavanagh
- Department of Biochemistry and Molecular Biology Brody School of Medicine East Carolina University Greenville, NC 27834 United States
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8
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Huang CT, Lai YC, Chen SY, Ho MR, Chiang YW, Hsu ST. Structural polymorphism and substrate promiscuity of a ribosome-associated molecular chaperone. MAGNETIC RESONANCE (GOTTINGEN, GERMANY) 2021; 2:375-386. [PMID: 37904759 PMCID: PMC10539794 DOI: 10.5194/mr-2-375-2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 05/02/2021] [Indexed: 11/01/2023]
Abstract
Trigger factor (TF) is a highly conserved multi-domain molecular chaperone that exerts its chaperone activity at the ribosomal tunnel exit from which newly synthesized nascent chains emerge. TF also displays promiscuous substrate binding for a large number of cytosolic proteins independent of ribosome binding. We asked how TF recognizes a variety of substrates while existing in a monomer-dimer equilibrium. Paramagnetic nuclear magnetic resonance (NMR) and electron spin resonance (ESR) spectroscopy were used to show that dimeric TF displays a high degree of structural polymorphism in solution. A series of peptides has been generated to quantify their TF binding affinities in relation with their sequence compositions. The results confirmed a previous predication that TF preferentially binds to peptide fragments that are rich in aromatic and positively charged amino acids. NMR paramagnetic relaxation enhancement analysis showed that TF utilizes multiple binding sites, located in the chaperone domain and part of the prolyl trans-cis isomerization domain, to interact with these peptides. Dimerization of TF effectively sequesters most of the substrate binding sites, which are expected to become accessible upon binding to the ribosome as a monomer. As TF lacks ATPase activity, which is commonly used to trigger conformational changes within molecular chaperones in action, the ribosome-binding-associated disassembly and conformational rearrangements may be the underlying regulatory mechanism of its chaperone activity.
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Affiliation(s)
- Chih-Ting Huang
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Yei-Chen Lai
- Department of Chemistry, National Tsing Hua University, Hsichu 30013, Taiwan
| | - Szu-Yun Chen
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Meng-Ru Ho
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
| | - Yun-Wei Chiang
- Department of Chemistry, National Tsing Hua University, Hsichu 30013, Taiwan
| | - Shang-Te Danny Hsu
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan
- Institute of Biochemical Sciences, National Taiwan University, Taipei 106, Taiwan
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9
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Lou YC, Chou CC, Yeh HH, Chien CY, Sadotra S, Hsu CH, Chen C. Structural basis for -35 element recognition by σ 4 chimera proteins and their interactions with PmrA response regulator. Proteins 2019; 88:69-81. [PMID: 31293000 DOI: 10.1002/prot.25768] [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: 01/06/2019] [Revised: 06/03/2019] [Accepted: 07/06/2019] [Indexed: 11/06/2022]
Abstract
In class II transcription activation, the transcription factor normally binds to the promoter near the -35 position and contacts the domain 4 of σ factors (σ4 ) to activate transcription. However, σ4 of σ70 appears to be poorly folded on its own. Here, by fusing σ4 with the RNA polymerase β-flap-tip-helix, we constructed two σ4 chimera proteins, one from σ70 σ 4 70 c and another from σS σ 4 S c of Klebsiella pneumoniae. The two chimera proteins well folded into a monomeric form with strong binding affinities for -35 element DNA. Determining the crystal structure of σ 4 S c in complex with -35 element DNA revealed that σ 4 S c adopts a similar structure as σ4 in the Escherichia coli RNA polymerase σS holoenzyme and recognizes -35 element DNA specifically by several conserved residues from the helix-turn-helix motif. By using nuclear magnetic resonance (NMR), σ 4 70 c was demonstrated to recognize -35 element DNA similar to σ 4 S c . Carr-Purcell-Meiboom-Gill relaxation dispersion analyses showed that the N-terminal helix and the β-flap-tip-helix of σ 4 70 c have a concurrent transient α-helical structure and DNA binding reduced the slow dynamics on σ 4 70 c . Finally, only σ 4 70 c was shown to interact with the response regulator PmrA and its promoter DNA. The chimera proteins are capable of -35 element DNA recognition and can be used for study with transcription factors or other factors that interact with domain 4 of σ factors.
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Affiliation(s)
- Yuan-Chao Lou
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, ROC
| | - Chun-Chi Chou
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, ROC
| | - Hsin-Hong Yeh
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, ROC
| | - Chia-Yu Chien
- Department of Agricultural Chemistry, National Taiwan University, Taipei, Taiwan, ROC
| | - Sushant Sadotra
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, ROC.,Chemical Biology and Molecular Biophysics, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan, ROC.,Institute of Bioinformatics and Structural Biology, National Tsing Hua University, Hsinchu, Taiwan, ROC
| | - Chun-Hua Hsu
- Department of Agricultural Chemistry, National Taiwan University, Taipei, Taiwan, ROC.,Genome and Systems Biology Degree Program, National Taiwan University and Academia Sinica, Taipei, Taiwan, ROC
| | - Chinpan Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, ROC
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10
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Abstract
Response regulators function as the output components of two-component systems, which couple the sensing of environmental stimuli to adaptive responses. Response regulators typically contain conserved receiver (REC) domains that function as phosphorylation-regulated switches to control the activities of effector domains that elicit output responses. This modular design is extremely versatile, enabling different regulatory strategies tuned to the needs of individual signaling systems. This review summarizes structural features that underlie response regulator function. An abundance of atomic resolution structures and complementary biochemical data have defined the mechanisms for response regulator enzymatic activities, revealed trends in regulatory strategies utilized by response regulators of different subfamilies, and provided insights into interactions of response regulators with their cognate histidine kinases. Among the hundreds of thousands of response regulators identified, variations abound. This article provides a framework for understanding structural features that enable function of canonical response regulators and a basis for distinguishing noncanonical configurations.
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Affiliation(s)
- Rong Gao
- Center for Advanced Biotechnology and Medicine, Department of Biochemistry and Molecular Biology, Rutgers-Robert Wood Johnson Medical School, Piscataway, New Jersey 08854, USA; , ,
| | - Sophie Bouillet
- Center for Advanced Biotechnology and Medicine, Department of Biochemistry and Molecular Biology, Rutgers-Robert Wood Johnson Medical School, Piscataway, New Jersey 08854, USA; , ,
| | - Ann M Stock
- Center for Advanced Biotechnology and Medicine, Department of Biochemistry and Molecular Biology, Rutgers-Robert Wood Johnson Medical School, Piscataway, New Jersey 08854, USA; , ,
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11
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Balaraman S, Ramalingam R. The structural and functional reliability of Circulins of
Chassalia parvifolia
for peptide therapeutic scaffolding. J Cell Biochem 2018; 119:3999-4008. [DOI: 10.1002/jcb.26557] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 11/30/2017] [Indexed: 02/06/2023]
Affiliation(s)
- Senthilkumar Balaraman
- Bioinformatics Division, School of Bio Sciences and TechnologyVellore Institute of Technology UniversityVelloreTamil NaduIndia
| | - Rajasekaran Ramalingam
- Bioinformatics Division, School of Bio Sciences and TechnologyVellore Institute of Technology UniversityVelloreTamil NaduIndia
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12
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Tseng TS, Tu IF, Chen HT, Lin LC, Tsai KC, Wu SH, Chen C. Protein–DNA complex-guided discovery of the antibacterial lead E1 for restoring the susceptibility ofKlebsiella Pneumoniaeto polymyxin B by targeting the response regulator PmrA. Chem Commun (Camb) 2018; 54:6372-6375. [DOI: 10.1039/c8cc01840e] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
E1, a novel adjuvant lead, restored the susceptibility ofKlebsiella Pneumoniaeto Polymyxin B by targeting the response regulator PmrA.
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Affiliation(s)
| | - I-Fan Tu
- Institute of Biological Chemistry
- Academia Sinica
- Taipei
- Taiwan
| | | | - Lie-Chwen Lin
- National Research Institute of Chinese Medicine
- Ministry of Health and Welfare
- Taipei
- Taiwan
| | - Keng-Chang Tsai
- National Research Institute of Chinese Medicine
- Ministry of Health and Welfare
- Taipei
- Taiwan
- The PhD Program for Medical Biotechnology
| | - Shih-Hsiung Wu
- Institute of Biological Chemistry
- Academia Sinica
- Taipei
- Taiwan
| | - Chinpan Chen
- Institute of Biomedical Sciences
- Academia Sinica
- Taipei
- Taiwan
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13
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Meshach Paul D, Chadah T, Senthilkumar B, Sethumadhavan R, Rajasekaran R. Structural distortions due to missense mutations in human formylglycine-generating enzyme leading to multiple sulfatase deficiency. J Biomol Struct Dyn 2017; 36:3575-3585. [PMID: 29048999 DOI: 10.1080/07391102.2017.1394220] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The major candidate for multiple sulfatase deficiency is a defective formylglycine-generating enzyme (FGE). Though adequately produced, mutations in FGE stall the activation of sulfatases and prevent their activity. Missense mutations, viz. E130D, S155P, A177P, W179S, C218Y, R224W, N259I, P266L, A279V, C336R, R345C, A348P, R349Q and R349W associated with multiple sulfatase deficiency are yet to be computationally studied. Aforementioned mutants were initially screened through ws-SNPs&GO3D program. Mutant R345C acquired the highest score, and hence was studied in detail. Discrete molecular dynamics explored structural distortions due to amino acid substitution. Therein, comparative analyses of wild type and mutant were carried out. Changes in structural contours were observed between wild type and mutant. Mutant had low conformational fluctuation, high atomic mobility and more compactness than wild type. Moreover, free energy landscape showed mutant to vary in terms of its conformational space as compared to wild type. Subsequently, wild type and mutant were subjected to single-model analyses. Mutant had lesser intra molecular interactions than wild type suggesting variations pertaining to its secondary structure. Furthermore, simulated thermal denaturation showed dissimilar pattern of hydrogen bond dilution. Effects of these variations were observed as changes in elements of secondary structure. Docking studies of mutant revealed less favourable binding energy towards its substrate as compared to wild type. Therefore, theoretical explanations for structural distortions of mutant R345C leading to multiple sulfatase deficiency were revealed. The protocol of the study could be useful to examine the effectiveness of pharmacological chaperones prior to experimental studies.
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Key Words
- , sulfatase-modifying factor
- ARSB, aryl sulfatase B
- AUC, area under the curve
- DMD, discrete molecular dynamics
- FEL, free energy landscape
- FGE, formylglycine-generating enzyme
- FGly, formylglycine
- LSD, lysosomal storage disorder
- MCC, Mathew’s correlation coeffecient
- MD, molecular dynamics
- MSD, multiple sulfatase defeciency
- PCA, principal component analysis
- PDB, Protein Data Bank
- PIC, protein interaction calculator
- RCSB, Research Collaboratory for Structural Bioinformatics
- RMSD, root mean square deviation
- RMSF, root mean square fluctuation
- RoG, radius of gyration
- SVM-3D, support vector machine-3D
- discrete molecular dynamics
- free energy landscape
- genetic disorder
- lysosomal storage disorder
- misfolding
- multiple sulfatase
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Affiliation(s)
- D Meshach Paul
- a Department of Biotechnology, School of Bio Sciences and Technology , VIT University , Vellore 632014 , Tamil Nadu , India
| | - Tania Chadah
- a Department of Biotechnology, School of Bio Sciences and Technology , VIT University , Vellore 632014 , Tamil Nadu , India
| | - B Senthilkumar
- a Department of Biotechnology, School of Bio Sciences and Technology , VIT University , Vellore 632014 , Tamil Nadu , India
| | - Rao Sethumadhavan
- a Department of Biotechnology, School of Bio Sciences and Technology , VIT University , Vellore 632014 , Tamil Nadu , India
| | - R Rajasekaran
- a Department of Biotechnology, School of Bio Sciences and Technology , VIT University , Vellore 632014 , Tamil Nadu , India
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14
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Structure-function analysis of the DNA-binding domain of a transmembrane transcriptional activator. Sci Rep 2017; 7:1051. [PMID: 28432336 PMCID: PMC5430869 DOI: 10.1038/s41598-017-01031-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Accepted: 03/23/2017] [Indexed: 11/08/2022] Open
Abstract
The transmembrane DNA-binding protein CadC of E. coli, a representative of the ToxR-like receptor family, combines input and effector domains for signal sensing and transcriptional activation, respectively, in a single protein, thus representing one of the simplest signalling systems. At acidic pH in a lysine-rich environment, CadC activates the transcription of the cadBA operon through recruitment of the RNA polymerase (RNAP) to the two cadBA promoter sites, Cad1 and Cad2, which are directly bound by CadC. However, the molecular details for its interaction with DNA have remained elusive. Here, we present the crystal structure of the CadC DNA-binding domain (DBD) and show that it adopts a winged helix-turn-helix fold. The interaction with the cadBA promoter site Cad1 is studied by using nuclear magnetic resonance (NMR) spectroscopy, biophysical methods and functional assays and reveals a preference for AT-rich regions. By mutational analysis we identify amino acids within the CadC DBD that are crucial for DNA-binding and functional activity. Experimentally derived structural models of the CadC-DNA complex indicate that the CadC DBD employs mainly non-sequence-specific over a few specific contacts. Our data provide molecular insights into the CadC-DNA interaction and suggest how CadC dimerization may provide high-affinity binding to the Cad1 promoter.
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15
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Integrated structural biology to unravel molecular mechanisms of protein-RNA recognition. Methods 2017; 118-119:119-136. [PMID: 28315749 DOI: 10.1016/j.ymeth.2017.03.015] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 02/19/2017] [Accepted: 03/13/2017] [Indexed: 12/20/2022] Open
Abstract
Recent advances in RNA sequencing technologies have greatly expanded our knowledge of the RNA landscape in cells, often with spatiotemporal resolution. These techniques identified many new (often non-coding) RNA molecules. Large-scale studies have also discovered novel RNA binding proteins (RBPs), which exhibit single or multiple RNA binding domains (RBDs) for recognition of specific sequence or structured motifs in RNA. Starting from these large-scale approaches it is crucial to unravel the molecular principles of protein-RNA recognition in ribonucleoprotein complexes (RNPs) to understand the underlying mechanisms of gene regulation. Structural biology and biophysical studies at highest possible resolution are key to elucidate molecular mechanisms of RNA recognition by RBPs and how conformational dynamics, weak interactions and cooperative binding contribute to the formation of specific, context-dependent RNPs. While large compact RNPs can be well studied by X-ray crystallography and cryo-EM, analysis of dynamics and weak interaction necessitates the use of solution methods to capture these properties. Here, we illustrate methods to study the structure and conformational dynamics of protein-RNA complexes in solution starting from the identification of interaction partners in a given RNP. Biophysical and biochemical techniques support the characterization of a protein-RNA complex and identify regions relevant in structural analysis. Nuclear magnetic resonance (NMR) is a powerful tool to gain information on folding, stability and dynamics of RNAs and characterize RNPs in solution. It provides crucial information that is complementary to the static pictures derived from other techniques. NMR can be readily combined with other solution techniques, such as small angle X-ray and/or neutron scattering (SAXS/SANS), electron paramagnetic resonance (EPR), and Förster resonance energy transfer (FRET), which provide information about overall shapes, internal domain arrangements and dynamics. Principles of protein-RNA recognition and current approaches are reviewed and illustrated with recent studies.
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16
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Geometric Simulation Approach for Grading and Assessing the Thermostability of CALBs. Biochem Res Int 2016; 2016:4101059. [PMID: 27123343 PMCID: PMC4830698 DOI: 10.1155/2016/4101059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 03/16/2016] [Indexed: 11/17/2022] Open
Abstract
Candida antarctica lipase B (CALB) is a known stable and highly active enzyme used widely in biodiesel synthesis. In this work, the stability of native (4K6G) and mutant (4K5Q) CALB was studied through various structural parameters using conformational sampling approach. The contours of polar surface area and surface area of mutant CALB were 11357.67 Å(2) and 30007.4 Å(2), respectively, showing an enhanced stability compared to native CALB with a statistically significant P value of < 0.0001. Moreover, simulated thermal denaturation of CALB, a process involving dilution of hydrogen bond, significantly shielded against different intervals of energy application in mutant CALB revealing its augmentation of structural rigidity against native CALB. Finally, computational docking analysis showed an increase in the binding affinity of CALB and its substrate (triglyceride) in mutant CALB with Atomic Contact Energy (ACE) of -91.23 kcal/mol compared to native CALB (ACE of -70.3 kcal/mol). The computational observations proposed that the use of mutant CALB (4K5Q) could serve as a best template for production of biodiesel in the future. Additionally, it can also be used as a template to identify efficient thermostable lipases through further mutations.
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17
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Alcántara C, Bäuerl C, Revilla-Guarinos A, Pérez-Martínez G, Monedero V, Zúñiga M. Peptide and amino acid metabolism is controlled by an OmpR-family response regulator in Lactobacillus casei. Mol Microbiol 2016; 100:25-41. [PMID: 26711440 DOI: 10.1111/mmi.13299] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2015] [Indexed: 01/14/2023]
Abstract
A Lactobacillus casei BL23 strain defective in an OmpR-family response regulator encoded by LCABL_18980 (PrcR, RR11), showed enhanced proteolytic activity caused by overexpression of the gene encoding the proteinase PrtP. Transcriptomic analysis revealed that, in addition to prtP expression, PrcR regulates genes encoding peptide and amino acid transporters, intracellular peptidases and amino acid biosynthetic pathways, among others. Binding of PrcR to twelve promoter regions of both upregulated and downregulated genes, including its own promoter, was demonstrated by electrophoretic mobility shift assays showing that PrcR can act as a transcriptional repressor or activator. Phosphorylation of PrcR increased its DNA binding activity and this effect was abolished after replacement of the phosphorylatable residue Asp-52 by alanine. Comparison of the transcript levels in cells grown in the presence or absence of tryptone in the growth medium revealed that PrcR activity responded to the presence of a complex amino acid source in the growth medium. We conclude that the PrcR plays a major role in the control of the peptide and amino acid metabolism in L. casei BL23. Orthologous prcR genes are present in most members of the Lactobacillaceae and Leuconostocaceae families. We hypothesize that they play a similar role in these bacterial groups.
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Affiliation(s)
- Cristina Alcántara
- Departamento de Biotecnología, Instituto de Agroquímica y Tecnología de Alimentos (IATA), Consejo Superior de Investigaciones Científicas (CSIC), C/Agustín Escardino Benlloch 7, 46980, Paterna, Valencia, Spain
| | - Christine Bäuerl
- Departamento de Biotecnología, Instituto de Agroquímica y Tecnología de Alimentos (IATA), Consejo Superior de Investigaciones Científicas (CSIC), C/Agustín Escardino Benlloch 7, 46980, Paterna, Valencia, Spain
| | - Ainhoa Revilla-Guarinos
- Departamento de Biotecnología, Instituto de Agroquímica y Tecnología de Alimentos (IATA), Consejo Superior de Investigaciones Científicas (CSIC), C/Agustín Escardino Benlloch 7, 46980, Paterna, Valencia, Spain
| | - Gaspar Pérez-Martínez
- Departamento de Biotecnología, Instituto de Agroquímica y Tecnología de Alimentos (IATA), Consejo Superior de Investigaciones Científicas (CSIC), C/Agustín Escardino Benlloch 7, 46980, Paterna, Valencia, Spain
| | - Vicente Monedero
- Departamento de Biotecnología, Instituto de Agroquímica y Tecnología de Alimentos (IATA), Consejo Superior de Investigaciones Científicas (CSIC), C/Agustín Escardino Benlloch 7, 46980, Paterna, Valencia, Spain
| | - Manuel Zúñiga
- Departamento de Biotecnología, Instituto de Agroquímica y Tecnología de Alimentos (IATA), Consejo Superior de Investigaciones Científicas (CSIC), C/Agustín Escardino Benlloch 7, 46980, Paterna, Valencia, Spain
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18
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Selection of effective and highly thermostable Bacillus subtilis lipase A template as an industrial biocatalyst-A modern computational approach. ACTA ACUST UNITED AC 2015. [DOI: 10.1007/s11515-015-1379-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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19
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Structure and dynamics of polymyxin-resistance-associated response regulator PmrA in complex with promoter DNA. Nat Commun 2015; 6:8838. [PMID: 26564787 PMCID: PMC4660055 DOI: 10.1038/ncomms9838] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 10/08/2015] [Indexed: 01/21/2023] Open
Abstract
PmrA, an OmpR/PhoB family response regulator, manages genes for antibiotic resistance. Phosphorylation of OmpR/PhoB response regulator induces the formation of a symmetric dimer in the N-terminal receiver domain (REC), promoting two C-terminal DNA-binding domains (DBDs) to recognize promoter DNA to elicit adaptive responses. Recently, determination of the KdpE-DNA complex structure revealed an REC-DBD interface in the upstream protomer that may be necessary for transcription activation. Here, we report the 3.2-Å-resolution crystal structure of the PmrA-DNA complex, which reveals a similar yet different REC-DBD interface. However, NMR studies show that in the DNA-bound state, two domains tumble separately and an REC-DBD interaction is transiently populated in solution. Reporter gene analyses of PmrA variants with altered interface residues suggest that the interface is not crucial for supporting gene expression. We propose that REC-DBD interdomain dynamics and the DBD-DBD interface help PmrA interact with RNA polymerase holoenzyme to activate downstream gene transcription.
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20
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Li YC, Chang CK, Chang CF, Cheng YH, Fang PJ, Yu T, Chen SC, Li YC, Hsiao CD, Huang TH. Structural dynamics of the two-component response regulator RstA in recognition of promoter DNA element. Nucleic Acids Res 2014; 42:8777-88. [PMID: 24990372 PMCID: PMC4117788 DOI: 10.1093/nar/gku572] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The RstA/RstB system is a bacterial two-component regulatory system consisting of the membrane sensor, RstB and its cognate response regulator (RR) RstA. The RstA of Klebsiella pneumoniae (kpRstA) consists of an N-terminal receiver domain (RD, residues 1-119) and a C-terminal DNA-binding domain (DBD, residues 130-236). Phosphorylation of kpRstA induces dimerization, which allows two kpRstA DBDs to bind to a tandem repeat, called the RstA box, and regulate the expression of downstream genes. Here we report the solution and crystal structures of the free kpRstA RD, DBD and DBD/RstA box DNA complex. The structure of the kpRstA DBD/RstA box complex suggests that the two protomers interact with the RstA box in an asymmetric fashion. Equilibrium binding studies further reveal that the two protomers within the kpRstA dimer bind to the RstA box in a sequential manner. Taken together, our results suggest a binding model where dimerization of the kpRstA RDs provides the platform to allow the first kpRstA DBD protomer to anchor protein-DNA interaction, whereas the second protomer plays a key role in ensuring correct recognition of the RstA box.
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Affiliation(s)
- Yi-Chuan Li
- Institute of Molecular Biology, Academia Sinica, Taipei 115, Taiwan, ROC Institute of Bioinformatics and Structural Biology, National Tsing Hua University, Hsinchu 300, Taiwan
| | - Chung-ke Chang
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Chi-Fon Chang
- Genomics Research Center, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Ya-Hsin Cheng
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Pei-Ju Fang
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Tsunai Yu
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Sheng-Chia Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Yi-Ching Li
- Institute of Molecular Biology, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Chwan-Deng Hsiao
- Institute of Molecular Biology, Academia Sinica, Taipei 115, Taiwan, ROC
| | - Tai-huang Huang
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan, ROC Genomics Research Center, Academia Sinica, Taipei 115, Taiwan, ROC Department of Physics, National Taiwan Normal University, Taipei 116, Taiwan, ROC
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