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Davison JR, Rajwani R, Zhao G, Bewley CA. The genome of antibiotic-producing colonies of the Pelagophyte alga Chrysophaeum taylorii reveals a diverse and non-canonical capacity for secondary metabolism. Sci Rep 2023; 13:11944. [PMID: 37488207 PMCID: PMC10366177 DOI: 10.1038/s41598-023-38042-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/01/2023] [Indexed: 07/26/2023] Open
Abstract
Chrysophaeum taylorii is a member of an understudied clade of marine algae that can be responsible for harmful coastal blooms and is known to accumulate bioactive natural products including antibiotics of the chrysophaentin class. Whole genome sequencing of laboratory-cultivated samples revealed an extensive and diverse complement of secondary metabolite biosynthetic genes in C. taylorii, alongside a small microbiome with a more limited biosynthetic potential. 16S microbiome analysis of laboratory cultured alongside wild-collected samples revealed several common taxa; however, analysis of biosynthetic genes suggested an algal origin for the chrysophaentins, possibly via one of several non-canonical polyketide synthase genes encoded within the genome.
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Affiliation(s)
- Jack R Davison
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Mailstop 0820, Bethesda, MD, 20892, USA.
- LifeMine Therapeutics, 30 Acorn Park Dr., Cambridge, MA, 02140, USA.
| | - Rahim Rajwani
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Mailstop 0820, Bethesda, MD, 20892, USA
| | - Gengxiang Zhao
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Mailstop 0820, Bethesda, MD, 20892, USA
| | - Carole A Bewley
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Mailstop 0820, Bethesda, MD, 20892, USA.
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2
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Cochereau B, Meslet-Cladière L, Pouchus YF, Grovel O, Roullier C. Halogenation in Fungi: What Do We Know and What Remains to Be Discovered? Molecules 2022; 27:3157. [PMID: 35630634 PMCID: PMC9144378 DOI: 10.3390/molecules27103157] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 02/04/2023] Open
Abstract
In nature, living organisms produce a wide variety of specialized metabolites to perform many biological functions. Among these specialized metabolites, some carry halogen atoms on their structure, which can modify their chemical characteristics. Research into this type of molecule has focused on how organisms incorporate these atoms into specialized metabolites. Several families of enzymes have been described gathering metalloenzymes, flavoproteins, or S-adenosyl-L-methionine (SAM) enzymes that can incorporate these atoms into different types of chemical structures. However, even though the first halogenation enzyme was discovered in a fungus, this clade is still lagging behind other clades such as bacteria, where many enzymes have been discovered. This review will therefore focus on all halogenation enzymes that have been described in fungi and their associated metabolites by searching for proteins available in databases, but also by using all the available fungal genomes. In the second part of the review, the chemical diversity of halogenated molecules found in fungi will be discussed. This will allow the highlighting of halogenation mechanisms that are still unknown today, therefore, highlighting potentially new unknown halogenation enzymes.
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Affiliation(s)
- Bastien Cochereau
- Institut des Substances et Organismes de la Mer, ISOMer, UR 2160, Nantes Université, F-44000 Nantes, France; (B.C.); (Y.F.P.); (O.G.)
- Laboratoire Universitaire de Biodiversité et Écologie Microbienne, INRAE, University Brest, F-29280 Plouzané, France;
| | - Laurence Meslet-Cladière
- Laboratoire Universitaire de Biodiversité et Écologie Microbienne, INRAE, University Brest, F-29280 Plouzané, France;
| | - Yves François Pouchus
- Institut des Substances et Organismes de la Mer, ISOMer, UR 2160, Nantes Université, F-44000 Nantes, France; (B.C.); (Y.F.P.); (O.G.)
| | - Olivier Grovel
- Institut des Substances et Organismes de la Mer, ISOMer, UR 2160, Nantes Université, F-44000 Nantes, France; (B.C.); (Y.F.P.); (O.G.)
| | - Catherine Roullier
- Institut des Substances et Organismes de la Mer, ISOMer, UR 2160, Nantes Université, F-44000 Nantes, France; (B.C.); (Y.F.P.); (O.G.)
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3
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Gutleben J, Koehorst JJ, McPherson K, Pomponi S, Wijffels RH, Smidt H, Sipkema D. Diversity of tryptophan halogenases in sponges of the genus Aplysina. FEMS Microbiol Ecol 2019; 95:fiz108. [PMID: 31276591 PMCID: PMC6644159 DOI: 10.1093/femsec/fiz108] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 07/04/2019] [Indexed: 12/21/2022] Open
Abstract
Marine sponges are a prolific source of novel enzymes with promising biotechnological potential. Especially halogenases, which are key enzymes in the biosynthesis of brominated and chlorinated secondary metabolites, possess interesting properties towards the production of pharmaceuticals that are often halogenated. In this study we used a polymerase chain reaction (PCR)-based screening to simultaneously examine and compare the richness and diversity of putative tryptophan halogenase protein sequences and bacterial community structures of six Aplysina species from the Mediterranean and Caribbean seas. At the phylum level, bacterial community composition was similar amongst all investigated species and predominated by Actinobacteria, Chloroflexi, Cyanobacteria, Gemmatimonadetes, and Proteobacteria. We detected four phylogenetically diverse clades of putative tryptophan halogenase protein sequences, which were only distantly related to previously reported halogenases. The Mediterranean species Aplysina aerophoba harbored unique halogenase sequences, of which the most predominant was related to a sponge-associated Psychrobacter-derived sequence. In contrast, the Caribbean species shared numerous novel halogenase sequence variants and exhibited a highly similar bacterial community composition at the operational taxonomic unit (OTU) level. Correlations of relative abundances of halogenases with those of bacterial taxa suggest that prominent sponge symbiotic bacteria, including Chloroflexi and Actinobacteria, are putative producers of the detected enzymes and may thus contribute to the chemical defense of their host.
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Affiliation(s)
- Johanna Gutleben
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
| | - Jasper J Koehorst
- Laboratory of Systems and Synthetic Biology, Wageningen University & Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
| | - Kyle McPherson
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
| | - Shirley Pomponi
- Bioprocess Engineering, AlgaePARC, Wageningen University & Research, 6700 AA, Wageningen, The Netherlands
- Florida Atlantic University – Harbor Branch, 5600 U.S. 1, Fort Pierce, FL 34946, the United States
| | - René H Wijffels
- Bioprocess Engineering, AlgaePARC, Wageningen University & Research, 6700 AA, Wageningen, The Netherlands
- Faculty of Biosciences and Aquaculture, Nord University, 8026 Bodø, Norway
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
| | - Detmer Sipkema
- Laboratory of Microbiology, Wageningen University & Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
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4
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Di Pietrantonio C, Pandey A, Gould J, Hasabnis A, Prosser RS. Understanding Protein Function Through an Ensemble Description: Characterization of Functional States by 19F NMR. Methods Enzymol 2019; 615:103-130. [DOI: 10.1016/bs.mie.2018.09.029] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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5
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Atashgahi S, Liebensteiner MG, Janssen DB, Smidt H, Stams AJM, Sipkema D. Microbial Synthesis and Transformation of Inorganic and Organic Chlorine Compounds. Front Microbiol 2018; 9:3079. [PMID: 30619161 PMCID: PMC6299022 DOI: 10.3389/fmicb.2018.03079] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 11/29/2018] [Indexed: 12/26/2022] Open
Abstract
Organic and inorganic chlorine compounds are formed by a broad range of natural geochemical, photochemical and biological processes. In addition, chlorine compounds are produced in large quantities for industrial, agricultural and pharmaceutical purposes, which has led to widespread environmental pollution. Abiotic transformations and microbial metabolism of inorganic and organic chlorine compounds combined with human activities constitute the chlorine cycle on Earth. Naturally occurring organochlorines compounds are synthesized and transformed by diverse groups of (micro)organisms in the presence or absence of oxygen. In turn, anthropogenic chlorine contaminants may be degraded under natural or stimulated conditions. Here, we review phylogeny, biochemistry and ecology of microorganisms mediating chlorination and dechlorination processes. In addition, the co-occurrence and potential interdependency of catabolic and anabolic transformations of natural and synthetic chlorine compounds are discussed for selected microorganisms and particular ecosystems.
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Affiliation(s)
- Siavash Atashgahi
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, Netherlands
| | | | - Dick B. Janssen
- Department of Biochemistry, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, Netherlands
| | - Alfons J. M. Stams
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, Netherlands
- Centre of Biological Engineering, University of Minho, Braga, Portugal
| | - Detmer Sipkema
- Laboratory of Microbiology, Wageningen University & Research, Wageningen, Netherlands
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Punitha T, Phang SM, Juan JC, Beardall J. Environmental Control of Vanadium Haloperoxidases and Halocarbon Emissions in Macroalgae. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2018; 20:282-303. [PMID: 29691674 DOI: 10.1007/s10126-018-9820-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 12/04/2017] [Indexed: 06/08/2023]
Abstract
Vanadium-dependent haloperoxidases (V-HPO), able to catalyze the reaction of halide ions (Cl-, Br-, I-) with hydrogen peroxide, have a great influence on the production of halocarbons, which in turn are involved in atmospheric ozone destruction and global warming. The production of these haloperoxidases in macroalgae is influenced by changes in the surrounding environment. The first reported vanadium bromoperoxidase was discovered 40 years ago in the brown alga Ascophyllum nodosum. Since that discovery, more studies have been conducted on the structure and mechanism of the enzyme, mainly focused on three types of V-HPO, the chloro- and bromoperoxidases and, more recently, the iodoperoxidase. Since aspects of environmental regulation of haloperoxidases are less well known, the present paper will focus on reviewing the factors which influence the production of these enzymes in macroalgae, particularly their interactions with reactive oxygen species (ROS).
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Affiliation(s)
- Thillai Punitha
- Institute of Ocean and Earth Sciences, University of Malaya, 50603, Kuala Lumpur, Malaysia
- Institute of Graduate Studies, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Siew-Moi Phang
- Institute of Ocean and Earth Sciences, University of Malaya, 50603, Kuala Lumpur, Malaysia.
- Institute of Biological Sciences, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Joon Ching Juan
- Nanotechnology and Catalysis Research Centre (NANOCAT), University of Malaya, Level 3, IPS Building, Kuala Lumpur, Malaysia.
- School of Science, Monash University Malaysia Campus, Bandar Sunway, 46150, Subang Jaya, Malaysia.
| | - John Beardall
- School of Biological Sciences, Monash University, Clayton, VIC, 3800, Australia
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Agarwal V, Miles ZD, Winter JM, Eustáquio AS, El Gamal AA, Moore BS. Enzymatic Halogenation and Dehalogenation Reactions: Pervasive and Mechanistically Diverse. Chem Rev 2017; 117:5619-5674. [PMID: 28106994 PMCID: PMC5575885 DOI: 10.1021/acs.chemrev.6b00571] [Citation(s) in RCA: 271] [Impact Index Per Article: 33.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Naturally produced halogenated compounds are ubiquitous across all domains of life where they perform a multitude of biological functions and adopt a diversity of chemical structures. Accordingly, a diverse collection of enzyme catalysts to install and remove halogens from organic scaffolds has evolved in nature. Accounting for the different chemical properties of the four halogen atoms (fluorine, chlorine, bromine, and iodine) and the diversity and chemical reactivity of their organic substrates, enzymes performing biosynthetic and degradative halogenation chemistry utilize numerous mechanistic strategies involving oxidation, reduction, and substitution. Biosynthetic halogenation reactions range from simple aromatic substitutions to stereoselective C-H functionalizations on remote carbon centers and can initiate the formation of simple to complex ring structures. Dehalogenating enzymes, on the other hand, are best known for removing halogen atoms from man-made organohalogens, yet also function naturally, albeit rarely, in metabolic pathways. This review details the scope and mechanism of nature's halogenation and dehalogenation enzymatic strategies, highlights gaps in our understanding, and posits where new advances in the field might arise in the near future.
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Affiliation(s)
- Vinayak Agarwal
- Center for Oceans and Human Health, Scripps Institution of Oceanography, University of California, San Diego
| | - Zachary D. Miles
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego
| | | | - Alessandra S. Eustáquio
- College of Pharmacy, Department of Medicinal Chemistry & Pharmacognosy and Center for Biomolecular Sciences, University of Illinois at Chicago
| | - Abrahim A. El Gamal
- Center for Oceans and Human Health, Scripps Institution of Oceanography, University of California, San Diego
| | - Bradley S. Moore
- Center for Oceans and Human Health, Scripps Institution of Oceanography, University of California, San Diego
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego
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8
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Ortega MA, Cogan DP, Mukherjee S, Garg N, Li B, Thibodeaux GN, Maffioli SI, Donadio S, Sosio M, Escano J, Smith L, Nair SK, van der Donk WA. Two Flavoenzymes Catalyze the Post-Translational Generation of 5-Chlorotryptophan and 2-Aminovinyl-Cysteine during NAI-107 Biosynthesis. ACS Chem Biol 2017; 12:548-557. [PMID: 28032983 DOI: 10.1021/acschembio.6b01031] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Lantibiotics are ribosomally synthesized and post-translationally modified antimicrobial peptides containing thioether rings. In addition to these cross-links, the clinical candidate lantibiotic NAI-107 also possesses a C-terminal S-[(Z)-2-aminovinyl]-d-cysteine (AviCys) and a unique 5-chloro-l-tryptophan (ClTrp) moiety linked to its potent bioactivity. Bioinformatic and genetic analyses on the NAI-107 biosynthetic gene cluster identified mibH and mibD as genes encoding flavoenzymes responsible for the formation of ClTrp and AviCys, respectively. The biochemical basis for the installation of these modifications on NAI-107 and the substrate specificity of either enzyme is currently unknown. Using a combination of mass spectrometry, liquid chromatography, and bioinformatic analyses, we demonstrate that MibD is an FAD-dependent Cys decarboxylase and that MibH is an FADH2-dependent Trp halogenase. Most FADH2-dependent Trp halogenases halogenate free Trp, but MibH was only active when Trp was embedded within its cognate peptide substrate deschloro NAI-107. Structural comparison of the 1.88-Å resolution crystal structure of MibH with other flavin-dependent Trp halogenases revealed that subtle amino acid differences within the MibH substrate binding site generates a solvent exposed crevice presumably involved in determining the substrate specificity of this unusual peptide halogenase.
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Affiliation(s)
- Manuel A. Ortega
- Department
of Biochemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | - Dillon P. Cogan
- Department
of Biochemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | - Subha Mukherjee
- Department
of Chemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | - Neha Garg
- Department
of Biochemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | - Bo Li
- Department
of Biochemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | - Gabrielle N. Thibodeaux
- Department
of Chemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | | | | | | | - Jerome Escano
- Department of Biology, Texas A&M University, Butler Hall 100, 3258 TAMU, College Station, Texas 77843, United States
| | - Leif Smith
- Department of Biology, Texas A&M University, Butler Hall 100, 3258 TAMU, College Station, Texas 77843, United States
| | - Satish K. Nair
- Department
of Biochemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
- Center
for Biophysics and Computational Biology, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
| | - Wilfred A. van der Donk
- Department
of Biochemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
- Department
of Chemistry, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
- Howard Hughes
Medical Institute, University of Illinois at Urbana−Champaign, Roger Adams Laboratory, 600 S. Mathews Ave., Urbana, Illinois 61801, United States
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Lü Y, Shao M, Wang Y, Qian S, Wang M, Wang Y, Li X, Bao Y, Deng C, Yue C, Liu D, Liu N, Liu M, Huang Y, Chen Z, Hu Y. Zunyimycins B and C, New Chloroanthrabenzoxocinones Antibiotics against Methicillin-Resistant Staphylococcus aureus and Enterococci from Streptomyces sp. FJS31-2. Molecules 2017; 22:molecules22020251. [PMID: 28208722 PMCID: PMC6155704 DOI: 10.3390/molecules22020251] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 02/05/2017] [Accepted: 02/05/2017] [Indexed: 12/18/2022] Open
Abstract
This study performed an optimization of the fermentation conditions to activate the expression of the zunyimycin family biosynthesis genes of the zunyimycin-producing streptomycetes strain Streptomyces sp. FJS31-2. Bioassay-guided isolation and purification by varied chromatographic methods yielded two new compounds of the zunyimycin derivatives, namely, 31-2-7 and 31-2-8, accompanied with three known anthrabenzoxocinones family members of zunyimycin A, BE24566B, and chloroanthrabenzoxocinone. Their structures were elucidated by NMR, HRESIMS, IR, UV, and CD. Results showed that these two compounds were structurally similar to the previously reported compound zunyimycin A but differed in positions and number of chlorine atom substitution. The two novel compounds were called zunyimycins B and C. Antibacterial activity assay indicated that zunyimycin C showed a good inhibitory effect on the methicillin-resistant Staphylococcus aureus and Enterococci.
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Affiliation(s)
- Yuhong Lü
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Meiyun Shao
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Yinyin Wang
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Shengyan Qian
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Miao Wang
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Yingquan Wang
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Xiaoqian Li
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Yuxin Bao
- Guizhou Key Laboratory of Microbial Resources & Drug Development, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Chengmin Deng
- Zunyi Key Laboratory of Genetic Diagnosis & Targeted Drug Therapy, The First People's Hospital of Zunyi, Zunyi 563003, Guizhou, China.
| | - Changwu Yue
- Zunyi Key Laboratory of Genetic Diagnosis & Targeted Drug Therapy, The First People's Hospital of Zunyi, Zunyi 563003, Guizhou, China.
| | - Daishun Liu
- Zunyi Key Laboratory of Genetic Diagnosis & Targeted Drug Therapy, The First People's Hospital of Zunyi, Zunyi 563003, Guizhou, China.
| | - Ning Liu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Minghao Liu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Ying Huang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Zehui Chen
- Department of Clinical Laboratory Medicine, Zunyi Medical University, Zunyi 563003, Guizhou, China.
| | - Yonglin Hu
- Department of Clinical Laboratory Medicine, Zunyi Medical University, Zunyi 563003, Guizhou, China.
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