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Protein profiling analysis based on matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry and its application in typing Streptomyces isolates
Marine Streptomyces is a potential source of novel bioactive natural products in medicine and agriculture. The current discrimination and screening method of Streptomyces isolates is not accurate and time-consuming, and a novel method is necessary. In this study, a protein profiling method based on...
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Published in: | Talanta (Oxford) 2020-02, Vol.208, p.120439-120439, Article 120439 |
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description | Marine Streptomyces is a potential source of novel bioactive natural products in medicine and agriculture. The current discrimination and screening method of Streptomyces isolates is not accurate and time-consuming, and a novel method is necessary. In this study, a protein profiling method based on an ultrahigh resolution 15 T Matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry (MALDI-FTICR MS) was established and applied for differentiation and bioactivity screening of marine Streptomyces isolates. To obtain robust protein profiling, the effects of the protein extraction method, the matrix-solvent, the sample deposition mode, and the culture time of isolates on protein profiling were thoroughly studied, the optimal conditions were obtained. To evaluate the performance of the developed MALDI-FTICR MS method, MALDI-time of flight (TOF) MS and 16S rRNA were applied in parallel to analyze 25 marine Streptomyces isolates. We found that the clustering result of MALDI-FTICR MS was more similar to that of 16S rRNA than MALDI-TOF MS. And MALDI-FTICR MS could effectively indicate the antibacterial activity of Streptomyces isolates against three plant pathogenic bacteria including Xanthomonas campestris, Xanthomonas oryzae and Erwinia carotovora. Furthermore, a differential protein/peptide was defined and successfully applied to predict antibacterial activity of blind samples. This study demonstrated that MALDI-FTICR MS has great potential to discriminate and screen complex microorganisms, especially those closely related strains.
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•A robust protein profiling method by a 15T MALDI-FTICR MS was developed.•The method showed good performance to differentiate Streptomyces isolates.•Isolates with antibacterial activity were effectively identified.•A specific protein/peptide related to antibacterial activity was obtained. |
doi_str_mv | 10.1016/j.talanta.2019.120439 |
format | article |
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[Display omitted]
•A robust protein profiling method by a 15T MALDI-FTICR MS was developed.•The method showed good performance to differentiate Streptomyces isolates.•Isolates with antibacterial activity were effectively identified.•A specific protein/peptide related to antibacterial activity was obtained.</description><identifier>ISSN: 0039-9140</identifier><identifier>EISSN: 1873-3573</identifier><identifier>DOI: 10.1016/j.talanta.2019.120439</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Activity screening ; Cluster analysis ; Matrix-assisted laser desorption/ionization Fourier transform ion cyclotron resonance mass spectrometry ; Protein profiling ; Streptomyces isolates</subject><ispartof>Talanta (Oxford), 2020-02, Vol.208, p.120439-120439, Article 120439</ispartof><rights>2019 Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c342t-a1d576c47170777765a2100b5416783d06d7921a41afc14fd404a9347d6e1a193</citedby><cites>FETCH-LOGICAL-c342t-a1d576c47170777765a2100b5416783d06d7921a41afc14fd404a9347d6e1a193</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Sun, Xiaoshan</creatorcontrib><creatorcontrib>Wu, Peichun</creatorcontrib><creatorcontrib>Zhao, Chunxia</creatorcontrib><creatorcontrib>Zheng, Fujian</creatorcontrib><creatorcontrib>Hu, Chunxiu</creatorcontrib><creatorcontrib>Lu, Xin</creatorcontrib><creatorcontrib>Xu, Guowang</creatorcontrib><title>Protein profiling analysis based on matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry and its application in typing Streptomyces isolates</title><title>Talanta (Oxford)</title><description>Marine Streptomyces is a potential source of novel bioactive natural products in medicine and agriculture. The current discrimination and screening method of Streptomyces isolates is not accurate and time-consuming, and a novel method is necessary. In this study, a protein profiling method based on an ultrahigh resolution 15 T Matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry (MALDI-FTICR MS) was established and applied for differentiation and bioactivity screening of marine Streptomyces isolates. To obtain robust protein profiling, the effects of the protein extraction method, the matrix-solvent, the sample deposition mode, and the culture time of isolates on protein profiling were thoroughly studied, the optimal conditions were obtained. To evaluate the performance of the developed MALDI-FTICR MS method, MALDI-time of flight (TOF) MS and 16S rRNA were applied in parallel to analyze 25 marine Streptomyces isolates. We found that the clustering result of MALDI-FTICR MS was more similar to that of 16S rRNA than MALDI-TOF MS. And MALDI-FTICR MS could effectively indicate the antibacterial activity of Streptomyces isolates against three plant pathogenic bacteria including Xanthomonas campestris, Xanthomonas oryzae and Erwinia carotovora. Furthermore, a differential protein/peptide was defined and successfully applied to predict antibacterial activity of blind samples. This study demonstrated that MALDI-FTICR MS has great potential to discriminate and screen complex microorganisms, especially those closely related strains.
[Display omitted]
•A robust protein profiling method by a 15T MALDI-FTICR MS was developed.•The method showed good performance to differentiate Streptomyces isolates.•Isolates with antibacterial activity were effectively identified.•A specific protein/peptide related to antibacterial activity was obtained.</description><subject>Activity screening</subject><subject>Cluster analysis</subject><subject>Matrix-assisted laser desorption/ionization Fourier transform ion cyclotron resonance mass spectrometry</subject><subject>Protein profiling</subject><subject>Streptomyces isolates</subject><issn>0039-9140</issn><issn>1873-3573</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqFUcGKFDEQDaLguPoJQo5eejbppDvTJ5HFXYUFBfUcapO0ZEgnbSojtj_nr1nj7N1ASPGq6lXlPcZeS7GXQo7Xx32DBLnBvhdy2steaDU9YTt5MKpTg1FP2U4INXWT1OI5e4F4FEL0Sqgd-_O5lhZi5mstc0wxf-eQIW0YkT8ABs9L5gu0Gn91gIQ2ghIlKvcBS11bLPmabvwN57C7LacaKdsqZJxLXTih3G0ulVYpqtSVIbtArIgc1-AIX0KrG032PDbksK4pun98nFZr23re60urYW1l2VxAHrEkaAFfsmczJAyvHt8r9u32_debD939p7uPN-_uO6d03zqQfjCj00YaYeiMA_RSiIdBy9EclBejN1MvQUuYndSz10LDpLTxY5AgJ3XF3lx4Sacfp4DNLhFdSKR7KCe0veqVPkx6HKh0uJS6WhBrmO1a4wJ1s1LYs2H2aB8Ns2fD7MUw6nt76Qv0j5-koUUXAynlYyWRrC_xPwx_AXjep78</recordid><startdate>20200201</startdate><enddate>20200201</enddate><creator>Sun, Xiaoshan</creator><creator>Wu, Peichun</creator><creator>Zhao, Chunxia</creator><creator>Zheng, Fujian</creator><creator>Hu, Chunxiu</creator><creator>Lu, Xin</creator><creator>Xu, Guowang</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20200201</creationdate><title>Protein profiling analysis based on matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry and its application in typing Streptomyces isolates</title><author>Sun, Xiaoshan ; Wu, Peichun ; Zhao, Chunxia ; Zheng, Fujian ; Hu, Chunxiu ; Lu, Xin ; Xu, Guowang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c342t-a1d576c47170777765a2100b5416783d06d7921a41afc14fd404a9347d6e1a193</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Activity screening</topic><topic>Cluster analysis</topic><topic>Matrix-assisted laser desorption/ionization Fourier transform ion cyclotron resonance mass spectrometry</topic><topic>Protein profiling</topic><topic>Streptomyces isolates</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sun, Xiaoshan</creatorcontrib><creatorcontrib>Wu, Peichun</creatorcontrib><creatorcontrib>Zhao, Chunxia</creatorcontrib><creatorcontrib>Zheng, Fujian</creatorcontrib><creatorcontrib>Hu, Chunxiu</creatorcontrib><creatorcontrib>Lu, Xin</creatorcontrib><creatorcontrib>Xu, Guowang</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Talanta (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sun, Xiaoshan</au><au>Wu, Peichun</au><au>Zhao, Chunxia</au><au>Zheng, Fujian</au><au>Hu, Chunxiu</au><au>Lu, Xin</au><au>Xu, Guowang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Protein profiling analysis based on matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry and its application in typing Streptomyces isolates</atitle><jtitle>Talanta (Oxford)</jtitle><date>2020-02-01</date><risdate>2020</risdate><volume>208</volume><spage>120439</spage><epage>120439</epage><pages>120439-120439</pages><artnum>120439</artnum><issn>0039-9140</issn><eissn>1873-3573</eissn><abstract>Marine Streptomyces is a potential source of novel bioactive natural products in medicine and agriculture. The current discrimination and screening method of Streptomyces isolates is not accurate and time-consuming, and a novel method is necessary. In this study, a protein profiling method based on an ultrahigh resolution 15 T Matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry (MALDI-FTICR MS) was established and applied for differentiation and bioactivity screening of marine Streptomyces isolates. To obtain robust protein profiling, the effects of the protein extraction method, the matrix-solvent, the sample deposition mode, and the culture time of isolates on protein profiling were thoroughly studied, the optimal conditions were obtained. To evaluate the performance of the developed MALDI-FTICR MS method, MALDI-time of flight (TOF) MS and 16S rRNA were applied in parallel to analyze 25 marine Streptomyces isolates. We found that the clustering result of MALDI-FTICR MS was more similar to that of 16S rRNA than MALDI-TOF MS. And MALDI-FTICR MS could effectively indicate the antibacterial activity of Streptomyces isolates against three plant pathogenic bacteria including Xanthomonas campestris, Xanthomonas oryzae and Erwinia carotovora. Furthermore, a differential protein/peptide was defined and successfully applied to predict antibacterial activity of blind samples. This study demonstrated that MALDI-FTICR MS has great potential to discriminate and screen complex microorganisms, especially those closely related strains.
[Display omitted]
•A robust protein profiling method by a 15T MALDI-FTICR MS was developed.•The method showed good performance to differentiate Streptomyces isolates.•Isolates with antibacterial activity were effectively identified.•A specific protein/peptide related to antibacterial activity was obtained.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.talanta.2019.120439</doi><tpages>1</tpages></addata></record> |
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subjects | Activity screening Cluster analysis Matrix-assisted laser desorption/ionization Fourier transform ion cyclotron resonance mass spectrometry Protein profiling Streptomyces isolates |
title | Protein profiling analysis based on matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry and its application in typing Streptomyces isolates |
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