1
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Zhang S, Hou R, Sun C, Huang Q, Lin L, Li H, Liu S, Cheng Y, Xu X. Metabolic activity of gut microbial enrichment cultures from different marine species and their transformation abilities to plastic additives. ENVIRONMENT INTERNATIONAL 2024; 190:108882. [PMID: 38996798 DOI: 10.1016/j.envint.2024.108882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 07/04/2024] [Accepted: 07/08/2024] [Indexed: 07/14/2024]
Abstract
The role of the gut microbiota in host physiology has been previously elucidated for some marine organisms, but little information is available on their metabolic activity involved in transformation of environmental pollutants. This study assessed the metabolic profiles of the gut microbial cultures from grouper (Epinephelus coioides), green mussel (Perna viridis) and giant tiger prawn (Penaeus monodon) and investigated their transformation mechanisms to typical plastic additives. Community-level physiological profiling analysis confirmed the utilization profiles of the microbial cultures including carbon sources of carbohydrates, amines, carboxylic acids, phenolic compounds, polymers and amino acids, and the plastic additives of organophosphate flame retardants, tetrabromobisphenol A derivates and bisphenols. Using in vitro incubation, triphenyl phosphate (TPHP) was found to be rapidly metabolized into diphenyl phosphate by the gut microbiota as a representative ester-containing plastic additive, whereas the transformation of BPA (a representative phenol) was relatively slower. Interestingly, all three kinds of microbial cultures efficiently transformed the hepatic metabolite of BPA (BPA-G) back to BPA, thereby increasing its bioavailability in the body. The specific enzyme analysis confirmed the ability of the gut microbiota to perform the metabolic reactions. The results of 16S rRNA sequencing and network analysis revealed that the genera Escherichia-Shigella, Citrobacter, and Anaerospora were functional microbes, and their collaboration with fermentative microbes played pivotal roles in the transformation of the plastic additives. The structure-specific transformations by the gut microbiota and their distinct bioavailability deserve more attention in the future.
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Affiliation(s)
- Siqi Zhang
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Rui Hou
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China.
| | - Chuansheng Sun
- Marine College, Shandong University, Weihai 264209, China
| | - Qianyi Huang
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lang Lin
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Hengxiang Li
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Shan Liu
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Yuanyue Cheng
- State Key Laboratory of Tropical Oceanography, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Xiangrong Xu
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China; Guangxi Laboratory on the Study of Coral Reefs in the South China Sea, Coral Reef Research Center of China, School of Marine Sciences, Guangxi University, Nanning 530004, China.
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2
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Knobloch S, Skirnisdóttir S, Dubois M, Mayolle L, Kolypczuk L, Leroi F, Leeper A, Passerini D, Marteinsson VÞ. The gut microbiome of farmed Arctic char ( Salvelinus alpinus) is shaped by feeding stage and nutrient presence. FEMS MICROBES 2024; 5:xtae011. [PMID: 38745980 PMCID: PMC11092275 DOI: 10.1093/femsmc/xtae011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 03/06/2024] [Accepted: 04/22/2024] [Indexed: 05/16/2024] Open
Abstract
The gut microbiome plays an important role in maintaining health and productivity of farmed fish. However, the functional role of most gut microorganisms remains unknown. Identifying the stable members of the gut microbiota and understanding their functional roles could aid in the selection of positive traits or act as a proxy for fish health in aquaculture. Here, we analyse the gut microbial community of farmed juvenile Arctic char (Salvelinus alpinus) and reconstruct the metabolic potential of its main symbionts. The gut microbiota of Arctic char undergoes a succession in community composition during the first weeks post-hatch, with a decrease in Shannon diversity and the establishment of three dominant bacterial taxa. The genome of the most abundant bacterium, a Mycoplasma sp., shows adaptation to rapid growth in the nutrient-rich gut environment. The second most abundant taxon, a Brevinema sp., has versatile metabolic potential, including genes involved in host mucin degradation and utilization. However, during periods of absent gut content, a Ruminococcaceae bacterium becomes dominant, possibly outgrowing all other bacteria through the production of secondary metabolites involved in quorum sensing and cross-inhibition while benefiting the host through short-chain fatty acid production. Whereas Mycoplasma is often present as a symbiont in farmed salmonids, we show that the Ruminococcaceae species is also detected in wild Arctic char, suggesting a close evolutionary relationship between the host and this symbiotic bacterium.
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Affiliation(s)
- Stephen Knobloch
- Matís ohf., Microbiology Research Group, Vínlandsleið 12, 113 Reykjavík, Iceland
- Department of Food Technology, University of Applied Sciences Fulda, Leipziger Strasse 123, 36037 Fulda, Germany
| | | | - Marianne Dubois
- ESBS/University of Strasbourg, 300 Bd Sébastien Brant, 67085 Strasbourg, France
| | - Lucie Mayolle
- University of Technology of Compiègne, Rue Roger Couttolenc, 60203 Compiègne, France
| | - Laetitia Kolypczuk
- Ifremer, MASAE Microbiologie Aliment Santé Environnement, BP 21105, F-44000 Nantes, France
| | - Françoise Leroi
- Ifremer, MASAE Microbiologie Aliment Santé Environnement, BP 21105, F-44000 Nantes, France
| | - Alexandra Leeper
- Matís ohf., Microbiology Research Group, Vínlandsleið 12, 113 Reykjavík, Iceland
- Department of Animal and Aquaculture Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Arboretveien 6, 1430 Ås, Norway
- Iceland Ocean Cluster, Department of Research and Innovation, Grandagarður 16, 101 Reykjavík, Iceland
| | - Delphine Passerini
- Ifremer, MASAE Microbiologie Aliment Santé Environnement, BP 21105, F-44000 Nantes, France
| | - Viggó Þ Marteinsson
- Matís ohf., Microbiology Research Group, Vínlandsleið 12, 113 Reykjavík, Iceland
- Faculty of Food Science and Nutrition, University of Iceland, Sæmundargata 2, 101 Reykjavik, Iceland
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3
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Zhu H, Zhang Y, Li W, Huang N. A Comprehensive Survey of Prospective Structure-Based Virtual Screening for Early Drug Discovery in the Past Fifteen Years. Int J Mol Sci 2022; 23:ijms232415961. [PMID: 36555602 PMCID: PMC9781938 DOI: 10.3390/ijms232415961] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
Structure-based virtual screening (SBVS), also known as molecular docking, has been increasingly applied to discover small-molecule ligands based on the protein structures in the early stage of drug discovery. In this review, we comprehensively surveyed the prospective applications of molecular docking judged by solid experimental validations in the literature over the past fifteen years. Herein, we systematically analyzed the novelty of the targets and the docking hits, practical protocols of docking screening, and the following experimental validations. Among the 419 case studies we reviewed, most virtual screenings were carried out on widely studied targets, and only 22% were on less-explored new targets. Regarding docking software, GLIDE is the most popular one used in molecular docking, while the DOCK 3 series showed a strong capacity for large-scale virtual screening. Besides, the majority of identified hits are promising in structural novelty and one-quarter of the hits showed better potency than 1 μM, indicating that the primary advantage of SBVS is to discover new chemotypes rather than highly potent compounds. Furthermore, in most studies, only in vitro bioassays were carried out to validate the docking hits, which might limit the further characterization and development of the identified active compounds. Finally, several successful stories of SBVS with extensive experimental validations have been highlighted, which provide unique insights into future SBVS drug discovery campaigns.
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Affiliation(s)
- Hui Zhu
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing 102206, China
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, Beijing 102206, China
| | - Yulin Zhang
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing 102206, China
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, Beijing 102206, China
| | - Wei Li
- RPXDs (Suzhou) Co., Ltd., Suzhou 215028, China
| | - Niu Huang
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing 102206, China
- National Institute of Biological Sciences, 7 Science Park Road, Zhongguancun Life Science Park, Beijing 102206, China
- Correspondence:
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4
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Bhatt P, Zhou X, Huang Y, Zhang W, Chen S. Characterization of the role of esterases in the biodegradation of organophosphate, carbamate, and pyrethroid pesticides. JOURNAL OF HAZARDOUS MATERIALS 2021; 411:125026. [PMID: 33461010 DOI: 10.1016/j.jhazmat.2020.125026] [Citation(s) in RCA: 85] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/08/2020] [Accepted: 12/30/2020] [Indexed: 06/12/2023]
Abstract
Ester-containing organophosphate, carbamate, and pyrethroid (OCP) pesticides are used worldwide to minimize the impact of pests and increase agricultural production. The toxicity of these chemicals to humans and other organisms has been widely reported. Chemically, these pesticides share an ester bond in their parent structures. A particular group of hydrolases, known as esterases, can catalyze the first step in ester-bond hydrolysis, and this initial regulatory metabolic reaction accelerates the degradation of OCP pesticides. Esterases can be naturally found in plants, animals, and microorganisms. Previous research on the esterase enzyme mechanisms revealed that the active sites of esterases contain serine residues that catalyze reactions via a nucleophilic attack on the substrates. In this review, we have compiled the previous research on esterases from different sources to determine and summarize the current knowledge of their properties, classifications, structures, mechanisms, and their applications in the removal of pesticides from the environment. This review will enhance the understanding of the scientific community when studying esterases and their applications for the degradation of broad-spectrum ester-containing pesticides.
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Affiliation(s)
- Pankaj Bhatt
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, Integrative Microbiology Research Centre, South China Agricultural University, Guangzhou 510642, China; Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Xiaofan Zhou
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, Integrative Microbiology Research Centre, South China Agricultural University, Guangzhou 510642, China; Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Yaohua Huang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, Integrative Microbiology Research Centre, South China Agricultural University, Guangzhou 510642, China; Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Wenping Zhang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, Integrative Microbiology Research Centre, South China Agricultural University, Guangzhou 510642, China; Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China
| | - Shaohua Chen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, Integrative Microbiology Research Centre, South China Agricultural University, Guangzhou 510642, China; Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510642, China.
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5
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γ-6-Phosphogluconolactone, a Byproduct of the Oxidative Pentose Phosphate Pathway, Contributes to AMPK Activation through Inhibition of PP2A. Mol Cell 2019; 76:857-871.e9. [PMID: 31586547 DOI: 10.1016/j.molcel.2019.09.007] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Revised: 05/15/2019] [Accepted: 09/04/2019] [Indexed: 01/30/2023]
Abstract
The oxidative pentose phosphate pathway (oxiPPP) contributes to cell metabolism through not only the production of metabolic intermediates and reductive NADPH but also inhibition of LKB1-AMPK signaling by ribulose-5-phosphate (Ru-5-P), the product of the third oxiPPP enzyme 6-phosphogluconate dehydrogenase (6PGD). However, we found that knockdown of glucose-6-phosphate dehydrogenase (G6PD), the first oxiPPP enzyme, did not affect AMPK activation despite decreased Ru-5-P and subsequent LKB1 activation, due to enhanced activity of PP2A, the upstream phosphatase of AMPK. In contrast, knockdown of 6PGD or 6-phosphogluconolactonase (PGLS), the second oxiPPP enzyme, reduced PP2A activity. Mechanistically, knockdown of G6PD or PGLS decreased or increased 6-phosphogluconolactone level, respectively, which enhanced the inhibitory phosphorylation of PP2A by Src. Furthermore, γ-6-phosphogluconolactone, an oxiPPP byproduct with unknown function generated through intramolecular rearrangement of δ-6-phosphogluconolactone, the only substrate of PGLS, bound to Src and enhanced PP2A recruitment. Together, oxiPPP regulates AMPK homeostasis by balancing the opposing LKB1 and PP2A.
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6
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Nemmara VV, Xiang DF, Fedorov AA, Fedorov EV, Bonanno JB, Almo SC, Raushel FM. Substrate Profile of the Phosphotriesterase Homology Protein from Escherichia coli. Biochemistry 2018; 57:6219-6227. [PMID: 30277746 PMCID: PMC6643279 DOI: 10.1021/acs.biochem.8b00935] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The phosphotriesterase homology protein (PHP) from Escherichia coli is a member of a family of proteins that is related to phosphotriestrase (PTE), a bacterial enzyme from cog1735 with unusual substrate specificity toward the hydrolysis of synthetic organic phosphates and phosphonates. PHP was cloned, purified to homogeneity, and functionally characterized. The three-dimensional structure of PHP was determined at a resolution of 1.84 Å with zinc and phosphate in the active site. The protein folds as a distorted (β/α)8-barrel and possesses a binuclear metal center in the active site. The catalytic function and substrate profile of PHP were investigated using a structure-guided approach that combined bioinformatics, computational docking, organic synthesis, and steady-state enzyme kinetics. PHP was found to catalyze the hydrolysis of phosphorylated glyceryl acetates. The best substrate was 1,2-diacetyl glycerol-3-phosphate with a kcat/ Km of 4.9 × 103 M-1 s-1. The presence of a phosphate group in the substrate was essential for enzymatic hydrolysis by the enzyme. It was surprising, however, to find that PHP was unable to hydrolyze any of the lactones tested as potential substrates, unlike most of the other enzymes from cog1735.
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Affiliation(s)
- Venkatesh V Nemmara
- Department of Chemistry , Texas A&M University , College Station , Texas 77843 , United States
| | - Dao Feng Xiang
- Department of Chemistry , Texas A&M University , College Station , Texas 77843 , United States
| | - A A Fedorov
- Department of Biochemistry , Albert Einstein College of Medicine , 1300 Morris Park Avenue , Bronx , New York 10461 , United States
| | - E V Fedorov
- Department of Biochemistry , Albert Einstein College of Medicine , 1300 Morris Park Avenue , Bronx , New York 10461 , United States
| | - Jeffrey B Bonanno
- Department of Biochemistry , Albert Einstein College of Medicine , 1300 Morris Park Avenue , Bronx , New York 10461 , United States
| | - Steven C Almo
- Department of Biochemistry , Albert Einstein College of Medicine , 1300 Morris Park Avenue , Bronx , New York 10461 , United States
| | - Frank M Raushel
- Department of Chemistry , Texas A&M University , College Station , Texas 77843 , United States
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7
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Calhoun S, Korczynska M, Wichelecki DJ, San Francisco B, Zhao S, Rodionov DA, Vetting MW, Al-Obaidi NF, Lin H, O'Meara MJ, Scott DA, Morris JH, Russel D, Almo SC, Osterman AL, Gerlt JA, Jacobson MP, Shoichet BK, Sali A. Prediction of enzymatic pathways by integrative pathway mapping. eLife 2018; 7:31097. [PMID: 29377793 PMCID: PMC5788505 DOI: 10.7554/elife.31097] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 12/18/2017] [Indexed: 01/17/2023] Open
Abstract
The functions of most proteins are yet to be determined. The function of an enzyme is often defined by its interacting partners, including its substrate and product, and its role in larger metabolic networks. Here, we describe a computational method that predicts the functions of orphan enzymes by organizing them into a linear metabolic pathway. Given candidate enzyme and metabolite pathway members, this aim is achieved by finding those pathways that satisfy structural and network restraints implied by varied input information, including that from virtual screening, chemoinformatics, genomic context analysis, and ligand -binding experiments. We demonstrate this integrative pathway mapping method by predicting the L-gulonate catabolic pathway in Haemophilus influenzae Rd KW20. The prediction was subsequently validated experimentally by enzymology, crystallography, and metabolomics. Integrative pathway mapping by satisfaction of structural and network restraints is extensible to molecular networks in general and thus formally bridges the gap between structural biology and systems biology.
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Affiliation(s)
- Sara Calhoun
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | - Magdalena Korczynska
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - Daniel J Wichelecki
- Institute for Genomic Biology, University of Illinois, Urbana, United States.,Department of Biochemistry, University of Illinois, Urbana, United States.,Department of Chemistry, University of Illinois, Urbana, United States
| | - Brian San Francisco
- Institute for Genomic Biology, University of Illinois, Urbana, United States
| | - Suwen Zhao
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - Dmitry A Rodionov
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States.,A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
| | - Matthew W Vetting
- Department of Biochemistry, Albert Einstein College of Medicine, New York, United States
| | - Nawar F Al-Obaidi
- Department of Biochemistry, Albert Einstein College of Medicine, New York, United States
| | - Henry Lin
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - Matthew J O'Meara
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - David A Scott
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States
| | - John H Morris
- Resource for Biocomputing, Visualization and Informatics, Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - Daniel Russel
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | - Steven C Almo
- Department of Biochemistry, Albert Einstein College of Medicine, New York, United States
| | - Andrei L Osterman
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States
| | - John A Gerlt
- Institute for Genomic Biology, University of Illinois, Urbana, United States.,Department of Biochemistry, University of Illinois, Urbana, United States.,Department of Chemistry, University of Illinois, Urbana, United States
| | - Matthew P Jacobson
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - Brian K Shoichet
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States
| | - Andrej Sali
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States.,Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, United States.,California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, United States
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8
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Gerlt JA. Genomic Enzymology: Web Tools for Leveraging Protein Family Sequence-Function Space and Genome Context to Discover Novel Functions. Biochemistry 2017; 56:4293-4308. [PMID: 28826221 PMCID: PMC5569362 DOI: 10.1021/acs.biochem.7b00614] [Citation(s) in RCA: 140] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
![]()
The exponentially increasing number
of protein and nucleic acid
sequences provides opportunities to discover novel enzymes, metabolic
pathways, and metabolites/natural products, thereby adding to our
knowledge of biochemistry and biology. The challenge has evolved from
generating sequence information to mining the databases to integrating
and leveraging the available information, i.e., the availability of
“genomic enzymology” web tools. Web tools that allow
identification of biosynthetic gene clusters are widely used by the
natural products/synthetic biology community, thereby facilitating
the discovery of novel natural products and the enzymes responsible
for their biosynthesis. However, many novel enzymes with interesting
mechanisms participate in uncharacterized small-molecule metabolic
pathways; their discovery and functional characterization also can
be accomplished by leveraging information in protein and nucleic acid
databases. This Perspective focuses on two genomic enzymology web
tools that assist the discovery novel metabolic pathways: (1) Enzyme
Function Initiative-Enzyme Similarity Tool (EFI-EST) for generating
sequence similarity networks to visualize and analyze sequence–function
space in protein families and (2) Enzyme Function Initiative-Genome
Neighborhood Tool (EFI-GNT) for generating genome neighborhood networks
to visualize and analyze the genome context in microbial and fungal
genomes. Both tools have been adapted to other applications to facilitate
target selection for enzyme discovery and functional characterization.
As the natural products community has demonstrated, the enzymology
community needs to embrace the essential role of web tools that allow
the protein and genome sequence databases to be leveraged for novel
insights into enzymological problems.
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Affiliation(s)
- John A Gerlt
- Departments of Biochemistry and Chemistry, Institute for Genomic Biology, University of Illinois , Urbana-Champaign Urbana, Illinois 61801, United States
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9
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Xiang DF, Patskovsky Y, Nemmara VV, Toro R, Almo SC, Raushel FM. Function discovery and structural characterization of a methylphosphonate esterase. Biochemistry 2015; 54:2919-30. [PMID: 25873441 PMCID: PMC4477287 DOI: 10.1021/acs.biochem.5b00199] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Pmi1525, an enzyme of unknown function from Proteus mirabilis HI4320 and the amidohydrolase superfamily, was cloned, purified to homogeneity, and functionally characterized. The three-dimensional structure of Pmi1525 was determined with zinc and cacodylate bound in the active site (PDB id: 3RHG ). The structure was also determined with manganese and butyrate in the active site (PDB id: 4QSF ). Pmi1525 folds as a distorted (β/α)8-barrel that is typical for members of the amidohydrolase superfamily and cog1735. The substrate profile for Pmi1525 was determined via a strategy that marshaled the utilization of bioinformatics, structural characterization, and focused library screening. The protein was found to efficiently catalyze the hydrolysis of organophosphonate and carboxylate esters. The best substrates identified for Pmi1525 are ethyl 4-nitrophenylmethyl phosphonate (kcat and kcat/Km values of 580 s(-1) and 1.2 × 10(5) M(-1) s(-1), respectively) and 4-nitrophenyl butyrate (kcat and kcat/Km values of 140 s(-1) and 1.4 × 10(5) M(-1) s(-1), respectively). Pmi1525 is stereoselective for the hydrolysis of chiral methylphosphonate esters. The enzyme hydrolyzes the (SP)-enantiomer of isobutyl 4-nitrophenyl methylphosphonate 14 times faster than the corresponding (RP)-enantiomer. The catalytic properties of this enzyme make it an attractive template for the evolution of novel enzymes for the detection, destruction, and detoxification of organophosphonate nerve agents.
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Affiliation(s)
- Dao Feng Xiang
- Department of Chemistry, P.O. Box 30012, Texas A&M University, College Station, Texas 77842-3012
| | - Yury Patskovsky
- Department of Biochemistry, Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York, 10461
| | - Venkatesh V. Nemmara
- Department of Chemistry, P.O. Box 30012, Texas A&M University, College Station, Texas 77842-3012
| | - Rafael Toro
- Department of Biochemistry, Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York, 10461
| | - Steven C. Almo
- Department of Biochemistry, Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York, 10461,To whom correspondence may be sent: (FMR) Telephone: 979-845-3373; , (SCA) Telephone: 718-430-2746;
| | - Frank M. Raushel
- Department of Chemistry, P.O. Box 30012, Texas A&M University, College Station, Texas 77842-3012,To whom correspondence may be sent: (FMR) Telephone: 979-845-3373; , (SCA) Telephone: 718-430-2746;
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10
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London N, Farelli JD, Brown SD, Liu C, Huang H, Korczynska M, Al-Obaidi NF, Babbitt PC, Almo SC, Allen KN, Shoichet BK. Covalent docking predicts substrates for haloalkanoate dehalogenase superfamily phosphatases. Biochemistry 2015; 54:528-37. [PMID: 25513739 PMCID: PMC4303301 DOI: 10.1021/bi501140k] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
![]()
Enzyme function prediction remains
an important open problem. Though
structure-based modeling, such as metabolite docking, can identify
substrates of some enzymes, it is ill-suited to reactions that progress
through a covalent intermediate. Here we investigated the ability
of covalent docking to identify substrates that pass through such
a covalent intermediate, focusing particularly on the haloalkanoate
dehalogenase superfamily. In retrospective assessments, covalent docking
recapitulated substrate binding modes of known cocrystal structures
and identified experimental substrates from a set of putative phosphorylated
metabolites. In comparison, noncovalent docking of high-energy intermediates
yielded nonproductive poses. In prospective predictions against seven
enzymes, a substrate was identified for five. For one of those cases,
a covalent docking prediction, confirmed by empirical screening, and
combined with genomic context analysis, suggested the identity of
the enzyme that catalyzes the orphan phosphatase reaction in the riboflavin
biosynthetic pathway of Bacteroides.
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Affiliation(s)
- Nir London
- Department of Pharmaceutical Chemistry, and §Department of Bioengineering and Therapeutic Sciences, University of California San Francisco , San Francisco, California 94158, United States
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