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Pu F, Wang R, Yang X, Hu X, Wang J, Zhang L, Zhao Y, Zhang D, Liu Z, Liu J. Nucleotide and codon usage biases involved in the evolution of African swine fever virus: A comparative genomics analysis. J Basic Microbiol 2023; 63:499-518. [PMID: 36782108 DOI: 10.1002/jobm.202200624] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/05/2023] [Accepted: 01/21/2023] [Indexed: 02/15/2023]
Abstract
Since African swine fever virus (ASFV) replication is closely related to its host's machinery, codon usage of viral genome can be subject to selection pressures. A better understanding of codon usage can give new insights into viral evolution. We implemented information entropy and revealed that the nucleotide usage pattern of ASFV is significantly associated with viral isolation factors (region and time), especially the usages of thymine and cytosine. Despite the domination of adenine and thymine in the viral genome, we found that mutation pressure alters the overall codon usage pattern of ASFV, followed by selective forces from natural selection. Moreover, the nucleotide skew index at the gene level indicates that nucleotide usages influencing synonymous codon bias of ASFV are significantly correlated with viral protein hydropathy. Finally, evolutionary plasticity is proved to contribute to the weakness in synonymous codons with A- or T-end serving as optimal codons of ASFV, suggesting that fine-tuning translation selection plays a role in synonymous codon usages of ASFV for adapting host. Taken together, ASFV is subject to evolutionary dynamics on nucleotide selections and synonymous codon usage, and our detailed analysis offers deeper insights into the genetic characteristics of this newly emerging virus around the world.
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Affiliation(s)
- Feiyang Pu
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Rui Wang
- Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
| | - Xuanye Yang
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Xinyan Hu
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Jinqian Wang
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Lijuan Zhang
- College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Yongqing Zhao
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Derong Zhang
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Zewen Liu
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
| | - Junlin Liu
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China.,College of Life Science and Engineering, Northwest Minzu University, Lanzhou, Gansu, China
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2
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Li Y, Wang R, Wang H, Pu F, Feng X, Jin L, Ma Z, Ma XX. Codon Usage Bias in Autophagy-Related Gene 13 in Eukaryotes: Uncovering the Genetic Divergence by the Interplay Between Nucleotides and Codon Usages. Front Cell Infect Microbiol 2021; 11:771010. [PMID: 34804999 PMCID: PMC8602353 DOI: 10.3389/fcimb.2021.771010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 10/12/2021] [Indexed: 12/15/2022] Open
Abstract
Synonymous codon usage bias is a universal characteristic of genomes across various organisms. Autophagy-related gene 13 (atg13) is one essential gene for autophagy initiation, yet the evolutionary trends of the atg13 gene at the usages of nucleotide and synonymous codon remains unexplored. According to phylogenetic analyses for the atg13 gene of 226 eukaryotic organisms at the nucleotide and amino acid levels, it is clear that their nucleotide usages exhibit more genetic information than their amino acid usages. Specifically, the overall nucleotide usage bias quantified by information entropy reflected that the usage biases at the first and second codon positions were stronger than those at the third position of the atg13 genes. Furthermore, the bias level of nucleotide ‘G’ usage is highest, while that of nucleotide ‘C’ usage is lowest in the atg13 genes. On top of that, genetic features represented by synonymous codon usage exhibits a species-specific pattern on the evolution of the atg13 genes to some extent. Interestingly, the codon usages of atg13 genes in the ancestor animals (Latimeria chalumnae, Petromyzon marinus, and Rhinatrema bivittatum) are strongly influenced by mutation pressure from nucleotide composition constraint. However, the distributions of nucleotide composition at different codon positions in the atg13 gene display that natural selection still dominates atg13 codon usages during organisms’ evolution.
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Affiliation(s)
- Yicong Li
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
| | - Rui Wang
- Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States
| | - Huihui Wang
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
| | - Feiyang Pu
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
| | - Xili Feng
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
| | - Li Jin
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
| | - Zhongren Ma
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
| | - Xiao-Xia Ma
- Biomedical Research Center, Northwest Minzu University, Lanzhou, China
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3
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GigC, a LysR Family Transcription Regulator, Is Required for Cysteine Metabolism and Virulence in Acinetobacter baumannii. Infect Immun 2020; 89:IAI.00180-20. [PMID: 33077621 DOI: 10.1128/iai.00180-20] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 10/11/2020] [Indexed: 11/20/2022] Open
Abstract
A critical facet of mammalian innate immunity involves the hosts' attempts to sequester and/or limit the availability of key metabolic products from pathogens. For example, nutritional immunity encompasses host approaches to limit the availability of key heavy metal ions such as zinc and iron. Previously, we identified several hundred genes in a multidrug-resistant isolate of Acinetobacter baumannii that are required for growth and/or survival in the Galleria mellonella infection model. In the present study, we further characterize one of these genes, a LysR family transcription regulator that we previously named GigC. We show that mutant strains lacking gigC have impaired growth in the absence of the amino acid cysteine and that gigC regulates the expression of several genes involved in the sulfur assimilation and cysteine biosynthetic pathways. We further show that cells harboring a deletion of the gigC gene are attenuated in two murine infection models, suggesting that the GigC protein, likely through its regulation of the cysteine biosynthetic pathway, plays a key role in the virulence of A. baumannii.
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Campaniço A, Harjivan SG, Warner DF, Moreira R, Lopes F. Addressing Latent Tuberculosis: New Advances in Mimicking the Disease, Discovering Key Targets, and Designing Hit Compounds. Int J Mol Sci 2020; 21:ijms21228854. [PMID: 33238468 PMCID: PMC7700174 DOI: 10.3390/ijms21228854] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/18/2020] [Accepted: 11/20/2020] [Indexed: 02/06/2023] Open
Abstract
Despite being discovered and isolated more than one hundred years ago, tuberculosis (TB) remains a global public health concern arch. Our inability to eradicate this bacillus is strongly related with the growing resistance, low compliance to current drugs, and the capacity of the bacteria to coexist in a state of asymptomatic latency. This last state can be sustained for years or even decades, waiting for a breach in the immune system to become active again. Furthermore, most current therapies are not efficacious against this state, failing to completely clear the infection. Over the years, a series of experimental methods have been developed to mimic the latent state, currently used in drug discovery, both in vitro and in vivo. Most of these methods focus in one specific latency inducing factor, with only a few taking into consideration the complexity of the granuloma and the genomic and proteomic consequences of each physiological factor. A series of targets specifically involved in latency have been studied over the years with promising scaffolds being discovered and explored. Taking in account that solving the latency problem is one of the keys to eradicate the disease, herein we compile current therapies and diagnosis techniques, methods to mimic latency and new targets and compounds in the pipeline of drug discovery.
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Affiliation(s)
- André Campaniço
- Instituto de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (A.C.); (S.G.H.); (R.M.)
| | - Shrika G. Harjivan
- Instituto de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (A.C.); (S.G.H.); (R.M.)
| | - Digby F. Warner
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Rondebosch 7701, South Africa;
- Department of Pathology, SAMRC/NHLS/UCT Molecular Mycobacteriology Research Unit, University of Cape Town, Rondebosch 7701, South Africa
- Welcome Centre for Infectious Diseases Research in Africa, University of Cape Town, Rondebosch 7701, South Africa
| | - Rui Moreira
- Instituto de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (A.C.); (S.G.H.); (R.M.)
| | - Francisca Lopes
- Instituto de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (A.C.); (S.G.H.); (R.M.)
- Correspondence:
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5
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Santana R, Zuluaga R, Gañán P, Arrasate S, Onieva E, González-Díaz H. Predicting coated-nanoparticle drug release systems with perturbation-theory machine learning (PTML) models. NANOSCALE 2020; 12:13471-13483. [PMID: 32613998 DOI: 10.1039/d0nr01849j] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Nanoparticles (NPs) decorated with coating agents (polymers, gels, proteins, etc.) form Nanoparticle Drug Delivery Systems (DDNS), which are of high interest in nanotechnology and biomaterials science. There have been increasing reports of experimental data sets of biological activity, toxicity, and delivery properties of DDNS. However, these data sets are still dispersed and not as large as the datasets of DDNS components (NP and drugs). This has prompted researchers to train Machine Learning (ML) algorithms that are able to design new DDNS based on the properties of their components. However, most ML models reported up to date predictions of the specific activities of NP or drugs over a determined target or cell line. In this paper, we combine Perturbation Theory and Machine Learning (PTML algorithm) to train a model that is able to predict the best components (NP, coating agent, and drug) for DDNS design. In so doing, we downloaded a dataset of >30 000 preclinical assays of drugs from ChEMBL. We also downloaded an NP data set formed by preclinical assays of coated Metal Oxide Nanoparticles (MONPs) from public sources. Both the drugs and NP datasets of preclinical assays cover multiple conditions of assays that can be listed as two arrays, namely, cjdrug and cjNP. The cjdrug array includes >504 biological activity parameters (c0drug), >340 target proteins (c1drug), >650 types of cells (c2drug), >120 assay organisms (c3drug), and >60 assay strains (c4drug). On the other hand, the cjNP array includes 3 biological activity parameters (c0NP), 40 types of proteins (c1NP), 10 shapes of nanoparticles (c2NP), 6 assay media (c3NP), and 12 coating agents (c4NP). After downloading, we pre-processed both the data sets by separate calculation PT operators that are able to account for changes (perturbations) in the drug, coating agents, and NP chemical structure and/or physicochemical properties as well as for the assay conditions. Next, we carry out an information fusion process to form a final dataset of above 500 000 DDNS (drug + MONP pairs). We also trained other linear and non-linear PTML models using R studio scripts for comparative purposes. To the best of our knowledge, this is the first multi-label PTML model that is useful for the selection of drugs, coating agents, and metal or metal-oxide nanoparticles to be assembled in order to design new DDNS with optimal activity/toxicity profiles.
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Affiliation(s)
- Ricardo Santana
- University of Deusto, Avda. Universidades, 24, 48007 Bilbao, Spain. and Grupo de Investigación Sobre Nuevos Materiales, Facultad de Ingeniería Química, Universidad Pontificia Bolivariana, Circular 1° N° 70-01, Medellín, Colombia
| | - Robin Zuluaga
- Facultad de Ingeniería Agroindustrial, Universidad Pontificia Bolivariana, Circular 1° N° 70-01, Medellín, Colombia
| | - Piedad Gañán
- Grupo de Investigación Sobre Nuevos Materiales, Facultad de Ingeniería Química, Universidad Pontificia Bolivariana, Circular 1° N° 70-01, Medellín, Colombia
| | - Sonia Arrasate
- Department of Organic Chemistry II, University of Basque Country UPV/EHU, 48940, Leioa, Spain.
| | - Enrique Onieva
- University of Deusto, Avda. Universidades, 24, 48007 Bilbao, Spain.
| | - Humbert González-Díaz
- Department of Organic Chemistry II, University of Basque Country UPV/EHU, 48940, Leioa, Spain. and IKERBASQUE, Basque Foundation for Science, 48011, Bilbao, Spain and Biofisika Institue CSIC-UPVEHU, University of Basque Country UPV/EHU, 48940, Leioa, Spain
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6
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Santana R, Zuluaga R, Gañán P, Arrasate S, Onieva Caracuel E, González-Díaz H. PTML Model of ChEMBL Compounds Assays for Vitamin Derivatives. ACS COMBINATORIAL SCIENCE 2020; 22:129-141. [PMID: 32011854 DOI: 10.1021/acscombsci.9b00166] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Determining the biological activity of vitamin derivatives is needed given that organic synthesis of analogs of vitamins is an active field of interest for medicinal chemistry, pharmaceuticals, and food additives. Accordingly, scientists from different disciplines perform preclinical assays (nij) with a considerable combination of assay conditions (cj). Indeed, the ChEMBL platform contains a database that includes results from 36 220 different biological activity bioassays of 21 240 different vitamins and vitamin derivatives. These assays present are heterogeneous in terms of assay combinations of cj. They are focused on >500 different biological activity parameters (c0), >340 different targets (c1), >6200 types of cell (c2), >120 organisms of assay (c3), and >60 assay strains (c4). It includes a total of >1850 niacin assays, >1580 tretinoin assays, >1580 retinol assays, 857 ascorbic acid assays, etc. Given the complexity of this combinatorial data in terms of being assimilated by researchers, we propose to build a model by combining perturbation theory (PT) and machine learning (ML). Through this study, we propose a PTML (PT + ML) combinatorial model for ChEMBL results on biological activity of vitamins and vitamins derivatives. The linear discriminant analysis (LDA) model presented the following results for training subset a: specificity (%) = 90.38, sensitivity (%) = 87.51, and accuracy (%) = 89.89. The model showed the following results for the external validation subset: specificity (%) = 90.58, sensitivity (%) = 87.72, and accuracy (%) = 90.09. Different types of linear and nonlinear PTML models, such as logistic regression (LR), classification tree (CT), näive Bayes (NB), and random Forest (RF), were applied to contrast the capacity of prediction. The PTML-LDA model predicts with more accuracy by applying combinatorial descriptors. In addition, a PCA experiment with chemical structure descriptors allowed us to characterize the high structural diversity of the chemical space studied. In any case, PTML models using chemical structure descriptors do not improve the performance of the PTML-LDA model based on ALOGP and PSA. We can conclude that the three variable PTML-LDA model is a simplified and adaptable tool for the prediction, for different experiment combinations, the biological activity of derivative vitamins.
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Affiliation(s)
- Ricardo Santana
- DeustoTech-Fundación Deusto, Avda. Universidades, 24, 48007 Bilbao, Spain
- Grupo de Investigación sobre Nuevos Materiales, Universidad Pontificia Bolivariana UPB, 050031, Medellín, Colombia
| | - Robin Zuluaga
- Facultad de Ingeniería Agroindustrial, Universidad Pontificia Bolivariana UPB, 050031, Medellín, Colombia
| | - Piedad Gañán
- Facultad de Ingeniería Química, Universidad Pontificia Bolivariana UPB, 050031, Medellín, Colombia
| | - Sonia Arrasate
- Department of Organic Chemistry II, University of Basque Country UPV/EHU, 48940, Leioa, Spain
| | | | - Humbert González-Díaz
- Department of Organic Chemistry II, University of Basque Country UPV/EHU, 48940, Leioa, Spain
- IKERBASQUE, Basque Foundation for Science, 48011, Bilbao, Spain
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7
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Narunsky A, Kessel A, Solan R, Alva V, Kolodny R, Ben-Tal N. On the evolution of protein-adenine binding. Proc Natl Acad Sci U S A 2020; 117:4701-4709. [PMID: 32079721 PMCID: PMC7060716 DOI: 10.1073/pnas.1911349117] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Proteins' interactions with ancient ligands may reveal how molecular recognition emerged and evolved. We explore how proteins recognize adenine: a planar rigid fragment found in the most common and ancient ligands. We have developed a computational pipeline that extracts protein-adenine complexes from the Protein Data Bank, structurally superimposes their adenine fragments, and detects the hydrogen bonds mediating the interaction. Our analysis extends the known motifs of protein-adenine interactions in the Watson-Crick edge of adenine and shows that all of adenine's edges may contribute to molecular recognition. We further show that, on the proteins' side, binding is often mediated by specific amino acid segments ("themes") that recur across different proteins, such that different proteins use the same themes when binding the same adenine-containing ligands. We identify numerous proteins that feature these themes and are thus likely to bind adenine-containing ligands. Our analysis suggests that adenine binding has emerged multiple times in evolution.
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Affiliation(s)
- Aya Narunsky
- Department of Biochemistry and Molecular Biology, George S. Wise Faculty of Life Sciences, Tel Aviv University, 69978 Ramat Aviv, Israel
| | - Amit Kessel
- Department of Biochemistry and Molecular Biology, George S. Wise Faculty of Life Sciences, Tel Aviv University, 69978 Ramat Aviv, Israel
| | - Ron Solan
- Department of Biochemistry and Molecular Biology, George S. Wise Faculty of Life Sciences, Tel Aviv University, 69978 Ramat Aviv, Israel
| | - Vikram Alva
- Department of Protein Evolution, Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany
| | - Rachel Kolodny
- Department of Computer Science, University of Haifa, Mount Carmel, 3498838 Haifa, Israel
| | - Nir Ben-Tal
- Department of Biochemistry and Molecular Biology, George S. Wise Faculty of Life Sciences, Tel Aviv University, 69978 Ramat Aviv, Israel;
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8
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Mehta‐Kolte MG, Stoeva MK, Mehra A, Redford SA, Youngblut MD, Zane G, Grégoire P, Carlson HK, Wall J, Coates JD. Adaptation ofDesulfovibrio alaskensisG20 to perchlorate, a specific inhibitor of sulfate reduction. Environ Microbiol 2019; 21:1395-1406. [DOI: 10.1111/1462-2920.14570] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 02/20/2019] [Accepted: 02/23/2019] [Indexed: 12/01/2022]
Affiliation(s)
| | - Magdalena K. Stoeva
- Energy Biosciences InstituteUniversity of California‐ Berkeley, Berkeley CA USA
- Department of Plant and Microbial BiologyUniversity of California‐ Berkeley Berkeley CA USA
| | - Anchal Mehra
- Energy Biosciences InstituteUniversity of California‐ Berkeley, Berkeley CA USA
- Department of Plant and Microbial BiologyUniversity of California‐ Berkeley Berkeley CA USA
| | - Steven A. Redford
- Energy Biosciences InstituteUniversity of California‐ Berkeley, Berkeley CA USA
| | | | - Grant Zane
- Departments of Biochemistry and Molecular Microbiology and ImmunologyUniversity of Missouri—Columbia Columbia MO USA
| | - Patrick Grégoire
- Energy Biosciences InstituteUniversity of California‐ Berkeley, Berkeley CA USA
| | - Hans K. Carlson
- Energy Biosciences InstituteUniversity of California‐ Berkeley, Berkeley CA USA
| | - Judy Wall
- Departments of Biochemistry and Molecular Microbiology and ImmunologyUniversity of Missouri—Columbia Columbia MO USA
| | - John D. Coates
- Energy Biosciences InstituteUniversity of California‐ Berkeley, Berkeley CA USA
- Department of Plant and Microbial BiologyUniversity of California‐ Berkeley Berkeley CA USA
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9
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Stoeva MK, Coates JD. Specific inhibitors of respiratory sulfate reduction: towards a mechanistic understanding. MICROBIOLOGY-SGM 2018; 165:254-269. [PMID: 30556806 DOI: 10.1099/mic.0.000750] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Microbial sulfate reduction (SR) by sulfate-reducing micro-organisms (SRM) is a primary environmental mechanism of anaerobic organic matter mineralization, and as such influences carbon and sulfur cycling in many natural and engineered environments. In industrial systems, SR results in the generation of hydrogen sulfide, a toxic, corrosive gas with adverse human health effects and significant economic and environmental consequences. Therefore, there has been considerable interest in developing strategies for mitigating hydrogen sulfide production, and several specific inhibitors of SRM have been identified and characterized. Specific inhibitors are compounds that disrupt the metabolism of one group of organisms, with little or no effect on the rest of the community. Putative specific inhibitors of SRM have been used to control sulfidogenesis in industrial and engineered systems. Despite the value of these inhibitors, mechanistic and quantitative studies into the molecular mechanisms of their inhibition have been sparse and unsystematic. The insight garnered by such studies is essential if we are to have a more complete understanding of SR, including the past and current selective pressures acting upon it. Furthermore, the ability to reliably control sulfidogenesis - and potentially assimilatory sulfate pathways - relies on a thorough molecular understanding of inhibition. The scope of this review is to summarize the current state of the field: how we measure and understand inhibition, the targets of specific SR inhibitors and how SRM acclimatize and/or adapt to these stressors.
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Affiliation(s)
- Magdalena K Stoeva
- 1Energy Biosciences Institute, University of California - Berkeley, Berkeley, CA, USA
- 2Department of Plant and Microbial Biology, University of California - Berkeley, Berkeley, CA, USA
| | - John D Coates
- 2Department of Plant and Microbial Biology, University of California - Berkeley, Berkeley, CA, USA
- 1Energy Biosciences Institute, University of California - Berkeley, Berkeley, CA, USA
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10
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Peng H, Zhang Y, Palmer LD, Kehl-Fie TE, Skaar EP, Trinidad JC, Giedroc DP. Hydrogen Sulfide and Reactive Sulfur Species Impact Proteome S-Sulfhydration and Global Virulence Regulation in Staphylococcus aureus. ACS Infect Dis 2017; 3:744-755. [PMID: 28850209 DOI: 10.1021/acsinfecdis.7b00090] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Hydrogen sulfide (H2S) is thought to protect bacteria from oxidative stress, but a comprehensive understanding of its function in bacteria is largely unexplored. In this study, we show that the human pathogen Staphylococcus aureus (S. aureus) harbors significant effector molecules of H2S signaling, reactive sulfur species (RSS), as low molecular weight persulfides of bacillithiol, coenzyme A, and cysteine, and significant inorganic polysulfide species. We find that proteome S-sulfhydration, a post-translational modification (PTM) in H2S signaling, is widespread in S. aureus. RSS levels modulate the expression of secreted virulence factors and the cytotoxicity of the secretome, consistent with an S-sulfhydration-dependent inhibition of DNA binding by MgrA, a global virulence regulator. Two previously uncharacterized thioredoxin-like proteins, denoted TrxP and TrxQ, are S-sulfhydrated in sulfide-stressed cells and are capable of reducing protein hydrodisulfides, suggesting that this PTM is potentially regulatory in S. aureus. In conclusion, our results reveal that S. aureus harbors a pool of proteome- and metabolite-derived RSS capable of impacting protein activities and gene regulation and that H2S signaling can be sensed by global regulators to affect the expression of virulence factors.
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Affiliation(s)
- Hui Peng
- Department of Chemistry, Indiana University, 800 E. Kirkwood Drive, Bloomington, Indiana 47405-7102, United States
- Graduate Program in Biochemistry, Indiana University, 212 S. Hawthorne Drive, Bloomington, Indiana 47405, United States
| | - Yixiang Zhang
- Department of Chemistry, Indiana University, 800 E. Kirkwood Drive, Bloomington, Indiana 47405-7102, United States
- Laboratory for Biological Mass Spectrometry,
Department of Chemistry, Indiana University, Simon Hall 120B, 212 S. Hawthorne
Drive, Bloomington, Indiana 47405, United States
| | - Lauren D. Palmer
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, 1161 21st Avenue South, Nashville, Tennessee 37232-2363, United States
| | - Thomas E. Kehl-Fie
- Department of Microbiology, University of Illinois Urbana−Champaign, 601 South Goodwin Avenue, Urbana, Illinois 61801, United States
| | - Eric P. Skaar
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, 1161 21st Avenue South, Nashville, Tennessee 37232-2363, United States
| | - Jonathan C. Trinidad
- Department of Chemistry, Indiana University, 800 E. Kirkwood Drive, Bloomington, Indiana 47405-7102, United States
- Laboratory for Biological Mass Spectrometry,
Department of Chemistry, Indiana University, Simon Hall 120B, 212 S. Hawthorne
Drive, Bloomington, Indiana 47405, United States
| | - David P. Giedroc
- Department of Chemistry, Indiana University, 800 E. Kirkwood Drive, Bloomington, Indiana 47405-7102, United States
- Department
of Molecular and Cellular Biochemistry, Indiana University, 212 S. Hawthorne Drive, Bloomington, Indiana 47405, United States
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11
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Paritala H, Palde PB, Carroll KS. Functional Site Discovery in a Sulfur Metabolism Enzyme by Using Directed Evolution. Chembiochem 2016; 17:1873-1878. [PMID: 27411165 DOI: 10.1002/cbic.201600264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Indexed: 11/07/2022]
Abstract
In human pathogens, the sulfate assimilation pathway provides reduced sulfur for biosynthesis of essential metabolites, including cysteine and low-molecular-weight thiol compounds. Sulfonucleotide reductases (SRs) catalyze the first committed step of sulfate reduction. In this reaction, activated sulfate in the form of adenosine-5'-phosphosulfate (APS) or 3'-phosphoadenosine 5'-phosphosulfate (PAPS) is reduced to sulfite. Gene knockout, transcriptomic and proteomic data have established the importance of SRs in oxidative stress-inducible antimicrobial resistance mechanisms. In previous work, we focused on rational and high-throughput design of small-molecule inhibitors that target the active site of SRs. However, another critical goal is to discover functionally important regions in SRs beyond the traditional active site. As an alternative to conservation analysis, we used directed evolution to rapidly identify functional sites in PAPS reductase (PAPR). Four new regions were discovered that are essential to PAPR function and lie outside the substrate binding pocket. Our results highlight the use of directed evolution as a tool to rapidly discover functionally important sites in proteins.
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Affiliation(s)
- Hanumantharao Paritala
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, 2B2, Jupiter, FL, 33458, USA
| | - Prakash B Palde
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, 2B2, Jupiter, FL, 33458, USA
| | - Kate S Carroll
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, 2B2, Jupiter, FL, 33458, USA.
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12
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Paritala H, Suzuki Y, Carroll KS. Design, synthesis and evaluation of Fe-S targeted adenosine 5'-phosphosulfate reductase inhibitors. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2015; 34:199-220. [PMID: 25710356 DOI: 10.1080/15257770.2014.978012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Adenosine 5'-phosphosulfate reductase (APR) is an iron-sulfur enzyme that is vital for survival of Mycobacterium tuberculosis during dormancy and is an attractive target for the treatment of latent tuberculosis (TB) infection. The 4Fe-4S cluster is coordinated to APR by sulfur atoms of four cysteine residues, is proximal to substrate, adenosine 5'-phopsphosulfate (APS), and is essential for catalytic activity. Herein, we present an approach for the development of a new class of APR inhibitors. As an initial step, we have employed an improved solid-phase chemistry method to prepare a series of N(6)-substituted adenosine analogues and their 5'-phosphates as well as adenosine 5'-phosphate diesters bearing different Fe and S binding groups, such as thiols or carboxylic and hydroxamic acid moieties. Evaluation of the resulting compounds indicates a clearly defined spacing requirement between the Fe-S targeting group and adenosine scaffold and that smaller Fe-S targeting groups are better tolerated. Molecular docking analysis suggests that the S atom of the most potent inhibitor may establish a favorable interaction with an S atom in the cluster. In summary, this study showcases an improved solid-phase method that expedites the preparation of adenosine and related 5'-phosphate derivatives and presents a unique Fe-S targeting strategy for the development of APR inhibitors.
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13
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Abstract
Cysteine residues in cytosolic proteins are maintained in their reduced state, but can undergo oxidation owing to posttranslational modification during redox signaling or under conditions of oxidative stress. In large part, the reduction of oxidized protein cysteines is mediated by a small 12-kDa thiol oxidoreductase, thioredoxin (Trx). Trx provides reducing equivalents for central metabolic enzymes and is implicated in redox regulation of a wide number of target proteins, including transcription factors. Despite its importance in cellular redox homeostasis, the precise mechanism by which Trx recognizes target proteins, especially in the absence of any apparent signature binding sequence or motif, remains unknown. Knowledge of the forces associated with the molecular recognition that governs Trx-protein interactions is fundamental to our understanding of target specificity. To gain insight into Trx-target recognition, we have thermodynamically characterized the noncovalent interactions between Trx and target proteins before S-S reduction using isothermal titration calorimetry (ITC). Our findings indicate that Trx recognizes the oxidized form of its target proteins with exquisite selectivity, compared with their reduced counterparts. Furthermore, we show that recognition is dependent on the conformational restriction inherent to oxidized targets. Significantly, the thermodynamic signatures for multiple Trx targets reveal favorable entropic contributions as the major recognition force dictating these protein-protein interactions. Taken together, our data afford significant new insight into the molecular forces responsible for Trx-target recognition and should aid the design of new strategies for thiol oxidoreductase inhibition.
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Higgins KA, Peng H, Luebke JL, Chang FMJ, Giedroc DP. Conformational Analysis and Chemical Reactivity of the Multidomain Sulfurtransferase, Staphylococcus aureus CstA. Biochemistry 2015; 54:2385-98. [DOI: 10.1021/acs.biochem.5b00056] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Khadine A. Higgins
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
| | - Hui Peng
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
- Graduate Program in Biochemistry, Indiana University, Bloomington, Indiana 47405, United States
| | - Justin L. Luebke
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
| | - Feng-Ming James Chang
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
| | - David P. Giedroc
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, United States
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15
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Paritala H, Carroll KS. A continuous spectrophotometric assay for adenosine 5'-phosphosulfate reductase activity with sulfite-selective probes. Anal Biochem 2013; 440:32-9. [PMID: 23711725 DOI: 10.1016/j.ab.2013.05.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2013] [Revised: 05/06/2013] [Accepted: 05/10/2013] [Indexed: 10/26/2022]
Abstract
Mycobacterium tuberculosis (Mtb) adenosine 5'-phosphosulfate (APS) reductase (APR) catalyzes the first committed step in sulfate reduction for the biosynthesis of essential reduced sulfur-containing biomolecules, such as cysteine, and is essential for survival in the latent phase of tuberculosis (TB) infection. Despite the importance of APR to Mtb and other bacterial pathogens, current assay methods depend on the use of (35)S-labeled APS or shunt adenosine 5'-monophosphate (AMP) to a coupled-enzyme system. Both methods are cumbersome and require the use of expensive reagents. Here, we report the development of a continuous spectrophotometric method for measuring APR activity by using novel sulfite-selective colorimetric or "off-on" fluorescent levulinate-based probes. Thus, the APR activity can be followed by monitoring the increase in absorbance or fluorescence of the resulting phenolate product. Using this assay, we determined Michaelis-Menten kinetic constants (K(m), k(cat), and k(cat)/K(m)) and the apparent inhibition constant (Ki) for adenosine 5'-diphosphate (ADP), which compared favorably with values obtained in the "gold standard" radioactive assay. The newly developed assay is robust and easy to perform with a simple spectrophotometer.
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16
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Paritala H, Carroll KS. New targets and inhibitors of mycobacterial sulfur metabolism. Infect Disord Drug Targets 2013; 13:85-115. [PMID: 23808874 PMCID: PMC4332622 DOI: 10.2174/18715265113139990022] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Accepted: 05/08/2013] [Indexed: 11/22/2022]
Abstract
The identification of new antibacterial targets is urgently needed to address multidrug resistant and latent tuberculosis infection. Sulfur metabolic pathways are essential for survival and the expression of virulence in many pathogenic bacteria, including Mycobacterium tuberculosis. In addition, microbial sulfur metabolic pathways are largely absent in humans and therefore, represent unique targets for therapeutic intervention. In this review, we summarize our current understanding of the enzymes associated with the production of sulfated and reduced sulfur-containing metabolites in Mycobacteria. Small molecule inhibitors of these catalysts represent valuable chemical tools that can be used to investigate the role of sulfur metabolism throughout the Mycobacterial lifecycle and may also represent new leads for drug development. In this light, we also summarize recent progress made in the development of inhibitors of sulfur metabolism enzymes.
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Affiliation(s)
| | - Kate S. Carroll
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida, 33458, USA
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17
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Bhave DP, Hong JA, Keller RL, Krebs C, Carroll KS. Iron-sulfur cluster engineering provides insight into the evolution of substrate specificity among sulfonucleotide reductases. ACS Chem Biol 2012; 7:306-15. [PMID: 22023093 PMCID: PMC3288176 DOI: 10.1021/cb200261n] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Assimilatory sulfate reduction supplies prototrophic organisms with reduced sulfur that is required for the biosynthesis of all sulfur-containing metabolites, including cysteine and methionine. The reduction of sulfate requires its activation via an ATP-dependent activation to form adenosine-5'-phosphosulfate (APS). Depending on the species, APS can be reduced directly to sulfite by APS reductase (APR) or undergo a second phosphorylation to yield 3'-phosphoadenosine-5'-phosphosulfate (PAPS), the substrate for PAPS reductase (PAPR). These essential enzymes have no human homologue, rendering them attractive targets for the development of novel antibacterial drugs. APR and PAPR share sequence and structure homology as well as a common catalytic mechanism, but the enzymes are distinguished by two features, namely, the amino acid sequence of the phosphate-binding loop (P-loop) and an iron-sulfur cofactor in APRs. On the basis of the crystal structures of APR and PAPR, two P-loop residues are proposed to determine substrate specificity; however, this hypothesis has not been tested. In contrast to this prevailing view, we report here that the P-loop motif has a modest effect on substrate discrimination. Instead, by means of metalloprotein engineering, spectroscopic, and kinetic analyses, we demonstrate that the iron-sulfur cluster cofactor enhances APS reduction by nearly 1000-fold, thereby playing a pivotal role in substrate specificity and catalysis. These findings offer new insights into the evolution of this enzyme family and extend the known functions of protein-bound iron-sulfur clusters.
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Affiliation(s)
- Devayani P. Bhave
- Chemical Biology Graduate Program, University of Michigan, Ann Arbor, Michigan, 48109-2216
| | - Jiyoung A. Hong
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan, 48109-2216
| | - Rebecca L. Keller
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, Pennsylvania 16802
| | - Carsten Krebs
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, Pennsylvania 16802
- Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania 16802
| | - Kate S. Carroll
- Chemical Biology Graduate Program, University of Michigan, Ann Arbor, Michigan, 48109-2216
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan, 48109-2216
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458
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18
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Bhave DP, Han WG, Pazicni S, Penner-Hahn JE, Carroll KS, Noodleman L. Geometric and electrostatic study of the [4Fe-4S] cluster of adenosine-5'-phosphosulfate reductase from broken symmetry density functional calculations and extended X-ray absorption fine structure spectroscopy. Inorg Chem 2011; 50:6610-25. [PMID: 21678934 DOI: 10.1021/ic200446c] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Adenosine-5'-phosphosulfate reductase (APSR) is an iron-sulfur protein that catalyzes the reduction of adenosine-5'-phosphosulfate (APS) to sulfite. APSR coordinates to a [4Fe-4S] cluster via a conserved CC-X(~80)-CXXC motif, and the cluster is essential for catalysis. Despite extensive functional, structural, and spectroscopic studies, the exact role of the iron-sulfur cluster in APS reduction remains unknown. To gain an understanding into the role of the cluster, density functional theory (DFT) analysis and extended X-ray fine structure spectroscopy (EXAFS) have been performed to reveal insights into the coordination, geometry, and electrostatics of the [4Fe-4S] cluster. X-ray absorption near-edge structure (XANES) data confirms that the cluster is in the [4Fe-4S](2+) state in both native and substrate-bound APSR while EXAFS data recorded at ~0.1 Å resolution indicates that there is no significant change in the structure of the [4Fe-4S] cluster between the native and substrate-bound forms of the protein. On the other hand, DFT calculations provide an insight into the subtle differences between the geometry of the cluster in the native and APS-bound forms of APSR. A comparison between models with and without the tandem cysteine pair coordination of the cluster suggests a role for the unique coordination in facilitating a compact geometric structure and "fine-tuning" the electronic structure to prevent reduction of the cluster. Further, calculations using models in which residue Lys144 is mutated to Ala confirm the finding that Lys144 serves as a crucial link in the interactions involving the [4Fe-4S] cluster and APS.
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Affiliation(s)
- Devayani P Bhave
- Chemical Biology Graduate Program, University of Michigan, Ann Arbor, Michigan 48109-2216, USA
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Hong JA, Carroll KS. Deciphering the role of histidine 252 in mycobacterial adenosine 5'-phosphosulfate (APS) reductase catalysis. J Biol Chem 2011; 286:28567-73. [PMID: 21673113 DOI: 10.1074/jbc.m111.238998] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mycobacterium tuberculosis adenosine 5'-phosphosulfate reductase (APR) catalyzes the first committed step in sulfate reduction for the biosynthesis of cysteine and is essential for survival in the latent phase of tuberculosis infection. The reaction catalyzed by APR involves the nucleophilic attack by conserved Cys-249 on adenosine 5'-phosphosulfate, resulting in a covalent S-sulfocysteine intermediate that is reduced in subsequent steps by thioredoxin to yield the sulfite product. Cys-249 resides on a mobile active site lid at the C terminus, within a K(R/T)ECG(L/I)H motif. Owing to its strict conservation among sulfonucleotide reductases and its proximity to the active site cysteine, it has been suggested that His-252 plays a key role in APR catalysis, specifically as a general base to deprotonate Cys-249. Using site-directed mutagenesis, we have changed His-252 to an alanine residue and analyzed the effect of this mutation on the kinetic parameters, pH rate profile, and ionization of Cys-249 of APR. Interestingly, our data demonstrate that His-252 does not perturb the pK(a) of Cys-249 or play a direct role in rate-limiting chemical steps of the reaction. Rather, we show that His-252 enhances substrate affinity via interaction with the α-phosphate and the endocyclic ribose oxygen. These findings were further supported by isothermal titration calorimetry to provide a thermodynamic profile of ligand-protein interactions. From an applied standpoint, our study suggests that small-molecules targeting residues in the dynamic C-terminal segment, particularly His-252, may lead to inhibitors with improved binding affinity.
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Affiliation(s)
- Jiyoung A Hong
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, USA
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20
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Mozzarelli A, Bettati S, Campanini B, Salsi E, Raboni S, Singh R, Spyrakis F, Kumar VP, Cook PF. The multifaceted pyridoxal 5'-phosphate-dependent O-acetylserine sulfhydrylase. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1814:1497-510. [PMID: 21549222 DOI: 10.1016/j.bbapap.2011.04.011] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Revised: 04/17/2011] [Accepted: 04/20/2011] [Indexed: 12/14/2022]
Abstract
Cysteine is the final product of the reductive sulfate assimilation pathway in bacteria and plants and serves as the precursor for all sulfur-containing biological compounds, such as methionine, S-adenosyl methionine, iron-sulfur clusters and glutathione. Moreover, in several microorganisms cysteine plays a role as a reducing agent, eventually counteracting host oxidative defense strategies. Cysteine is synthesized by the PLP-dependent O-acetylserine sulfhydrylase, a dimeric enzyme belonging to the fold type II, catalyzing a beta-replacement reaction. In this review, the spectroscopic properties, catalytic mechanism, three-dimensional structure, conformational changes accompanying catalysis, determinants of enzyme stability, role of selected amino acids in catalysis, and the regulation of enzyme activity by ligands and interaction with serine acetyltransferase, the preceding enzyme in the biosynthetic pathway, are described. Given the key biological role played by O-acetylserine sulfhydrylase in bacteria, inhibitors with potential antibiotic activity have been developed. This article is part of a Special Issue entitled: Pyridoxal Phospate Enzymology.
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Affiliation(s)
- Andrea Mozzarelli
- Department of Biochemistry and Molecular Biology, University of Parma, Parma, Italy
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21
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Grossoehme N, Kehl-Fie TE, Ma Z, Adams KW, Cowart DM, Scott RA, Skaar EP, Giedroc DP. Control of copper resistance and inorganic sulfur metabolism by paralogous regulators in Staphylococcus aureus. J Biol Chem 2011; 286:13522-31. [PMID: 21339296 DOI: 10.1074/jbc.m111.220012] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
All strains of Staphylococcus aureus encode a putative copper-sensitive operon repressor (CsoR) and one other CsoR-like protein of unknown function. We show here that NWMN_1991 encodes a bona fide Cu(I)-inducible CsoR of a genetically unlinked copA-copZ copper resistance operon in S. aureus strain Newman. In contrast, an unannotated open reading frame found between NWMN_0027 and NWMN_0026 (denoted NWMN_0026.5) encodes a CsoR-like regulator that represses expression of adjacent genes by binding specifically to a pair of canonical operator sites positioned in the NWMN_0027-0026.5 intergenic region. Inspection of these regulated genes suggests a role in assimilation of inorganic sulfur from thiosulfate and vectorial sulfur transfer, and we designate NWMN_0026.5 as CstR (CsoR-like sulfur transferase repressor). Expression analysis demonstrates that CsoR and CstR control their respective regulons in response to distinct stimuli with no overlap in vivo. Unlike CsoR, CstR does not form a stable complex with Cu(I); operator binding is instead inhibited by oxidation of the intersubunit cysteine pair to a mixture of disulfide and trisulfide linkages by a likely metabolite of thiosulfate assimilation, sulfite. CsoR is unreactive toward sulfite under the same conditions. We conclude that CsoR and CstR are paralogs in S. aureus that function in the same cytoplasm to control distinct physiological processes.
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Affiliation(s)
- Nicholas Grossoehme
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405-7102, USA
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Bhave DP, Hong JA, Lee M, Jiang W, Krebs C, Carroll KS. Spectroscopic studies on the [4Fe-4S] cluster in adenosine 5'-phosphosulfate reductase from Mycobacterium tuberculosis. J Biol Chem 2010; 286:1216-26. [PMID: 21075841 DOI: 10.1074/jbc.m110.193722] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mycobacterium tuberculosis adenosine 5'-phosphosulfate reductase (MtAPR) is an iron-sulfur protein and a validated target to develop new antitubercular agents, particularly for the treatment of latent infection. The enzyme harbors a [4Fe-4S](2+) cluster that is coordinated by four cysteinyl ligands, two of which are adjacent in the amino acid sequence. The iron-sulfur cluster is essential for catalysis; however, the precise role of the [4Fe-4S] cluster in APR remains unknown. Progress in this area has been hampered by the failure to generate a paramagnetic state of the [4Fe-4S] cluster that can be studied by electron paramagnetic resonance spectroscopy. Herein, we overcome this limitation and report the EPR spectra of MtAPR in the [4Fe-4S](+) state. The EPR signal is rhombic and consists of two overlapping S = ½ species. Substrate binding to MtAPR led to a marked increase in the intensity and resolution of the EPR signal and to minor shifts in principle g values that were not observed among a panel of substrate analogs, including adenosine 5'-diphosphate. Using site-directed mutagenesis, in conjunction with kinetic and EPR studies, we have also identified an essential role for the active site residue Lys-144, whose side chain interacts with both the iron-sulfur cluster and the sulfate group of adenosine 5'-phosphosulfate. The implications of these findings are discussed with respect to the role of the iron-sulfur cluster in the catalytic mechanism of APR.
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Salsi E, Bayden AS, Spyrakis F, Amadasi A, Campanini B, Bettati S, Dodatko T, Cozzini P, Kellogg GE, Cook PF, Roderick SL, Mozzarelli A. Design of O-acetylserine sulfhydrylase inhibitors by mimicking nature. J Med Chem 2010; 53:345-56. [PMID: 19928859 DOI: 10.1021/jm901325e] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The inhibition of cysteine biosynthesis in prokaryotes and protozoa has been proposed to be relevant for the development of antibiotics. Haemophilus influenzae O-acetylserine sulfhydrylase (OASS), catalyzing l-cysteine formation, is inhibited by the insertion of the C-terminal pentapeptide (MNLNI) of serine acetyltransferase into the active site. Four-hundred MNXXI pentapeptides were generated in silico, docked into OASS active site using GOLD, and scored with HINT. The terminal P5 Ile accounts for about 50% of the binding energy. Glu or Asp at position P4 and, to a lesser extent, at position P3 also significantly contribute to the binding interaction. The predicted affinity of 14 selected pentapeptides correlated well with the experimentally determined dissociation constants. The X-ray structure of three high affinity pentapeptide-OASS complexes were compared with the docked poses. These results, combined with a GRID analysis of the active site, allowed us to define a pharmacophoric scaffold for the design of peptidomimetic inhibitors.
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Affiliation(s)
- Enea Salsi
- Department of Biochemistry and Molecular Biology, University of Parma, Italy.
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