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Quantification and isolation of Bacillus subtilis spores using cell sorting and automated gating
The Gram-positive bacterium Bacillus subtilis is able to form endospores which have a variety of biotechnological applications. Due to this ability, B. subtilis is as well a model organism for cellular differentiation processes. Sporulating cultures of B. subtilis form sub-populations which include...
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Published in: | PloS one 2019-07, Vol.14 (7), p.e0219892-e0219892 |
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description | The Gram-positive bacterium Bacillus subtilis is able to form endospores which have a variety of biotechnological applications. Due to this ability, B. subtilis is as well a model organism for cellular differentiation processes. Sporulating cultures of B. subtilis form sub-populations which include vegetative cells, sporulating cells and spores. In order to readily and rapidly quantify spore formation we employed flow cytometric and fluorescence activated cell sorting techniques in combination with nucleic acid fluorescent staining in order to investigate the distribution of sporulating cultures on a single cell level. Automated gating procedures using Gaussian mixture modeling (GMM) were employed to avoid subjective gating and allow for the simultaneous measurement of controls. We utilized the presented method for monitoring sporulation over time in germination deficient strains harboring different genome modifications. A decrease in the sporulation efficiency of strain Bs02018, utilized for the display of sfGFP on the spores surface was observed. On the contrary, a double knock-out mutant of the phosphatase gene encoding Spo0E and of the spore killing factor SkfA (Bs02025) exhibited the highest sporulation efficiency, as within 24 h of cultivation in sporulation medium, cultures of BS02025 already consisted of 80% spores as opposed to 18% for the control strain. We confirmed the identity of the different subpopulations formed during sporulation by employing sorting and microscopy. |
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On the contrary, a double knock-out mutant of the phosphatase gene encoding Spo0E and of the spore killing factor SkfA (Bs02025) exhibited the highest sporulation efficiency, as within 24 h of cultivation in sporulation medium, cultures of BS02025 already consisted of 80% spores as opposed to 18% for the control strain. 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Due to this ability, B. subtilis is as well a model organism for cellular differentiation processes. Sporulating cultures of B. subtilis form sub-populations which include vegetative cells, sporulating cells and spores. In order to readily and rapidly quantify spore formation we employed flow cytometric and fluorescence activated cell sorting techniques in combination with nucleic acid fluorescent staining in order to investigate the distribution of sporulating cultures on a single cell level. Automated gating procedures using Gaussian mixture modeling (GMM) were employed to avoid subjective gating and allow for the simultaneous measurement of controls. We utilized the presented method for monitoring sporulation over time in germination deficient strains harboring different genome modifications. A decrease in the sporulation efficiency of strain Bs02018, utilized for the display of sfGFP on the spores surface was observed. On the contrary, a double knock-out mutant of the phosphatase gene encoding Spo0E and of the spore killing factor SkfA (Bs02025) exhibited the highest sporulation efficiency, as within 24 h of cultivation in sporulation medium, cultures of BS02025 already consisted of 80% spores as opposed to 18% for the control strain. We confirmed the identity of the different subpopulations formed during sporulation by employing sorting and microscopy.</description><subject>Bacillus subtilis</subject><subject>Bacillus subtilis - genetics</subject><subject>Bacillus subtilis - physiology</subject><subject>Bacterial Proteins - chemistry</subject><subject>Bacterial Proteins - genetics</subject><subject>Bacteriological Techniques</subject><subject>Biology and Life Sciences</subject><subject>Cell differentiation</subject><subject>Flow Cytometry</subject><subject>Fluorescent Dyes - chemistry</subject><subject>Gene Expression Regulation, Bacterial</subject><subject>Gene Knockout Techniques</subject><subject>Genetic aspects</subject><subject>Medicine and Health Sciences</subject><subject>Microscopy</subject><subject>Normal Distribution</subject><subject>Physical Sciences</subject><subject>Research and Analysis Methods</subject><subject>Social Sciences</subject><subject>Spores, Bacterial - genetics</subject><subject>Spores, Bacterial - isolation & purification</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNqNktuL1DAUxoso7rr6H4gUBFkfZsylzaYvwrp4GVhYvL7G01w6GdJmbJJF_3tTOy5T8EECycnJ7_sIh68onmK0xvQCv9r5NA7g1ns_6DUiuOENuVec4oaSFSOI3j-qT4pHIewQqiln7GFxQjGtGavwafH9Y4IhWmMlROuHEgZV2uDdfPOmfAPSOpdCGVIbrbO52PtRhzIFO3Sl1M6VwY9xukxiSNH3ELUqO5iaj4sHBlzQTw7nWfH13dsvVx9W1zfvN1eX1yvJKhRXnCnVYopqzaYdeE0JtIwDkS1mhgLHLVRE1oYT3rCaVIoZjIjiWGpNMD0rNrOv8rAT-9H2MP4SHqz40_BjJyD_UjotFKmkarIeTFshBQ3SiPC6pUYx1DDIXq9nr31qe62kHuIIbmG6fBnsVnT-VjDGKEIoG5wfDEb_I-kQRW_DNCoYtE9BEMIuEK4JqTP6fEY7yF-zg_HZUU64uKybivOqYhO1_geVl9K9lTkBxub-QvByIchM1D9jBykEsfn86f_Zm29L9sURu9Xg4jbHJU1xCUuwmkE5-hBGbe7Gh5GYAiwOARZTgMUhwFn27Hj0d6K_iaW_ASXA7jo</recordid><startdate>20190729</startdate><enddate>20190729</enddate><creator>Karava, Marianna</creator><creator>Bracharz, Felix</creator><creator>Kabisch, Johannes</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-9679-3038</orcidid></search><sort><creationdate>20190729</creationdate><title>Quantification and isolation of Bacillus subtilis spores using cell sorting and automated gating</title><author>Karava, Marianna ; Bracharz, Felix ; Kabisch, Johannes</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c640t-86ddb1305e61305a8532ab68a2cb16f3a81ba42c5f82896524d6f102d81cee213</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Bacillus subtilis</topic><topic>Bacillus subtilis - genetics</topic><topic>Bacillus subtilis - physiology</topic><topic>Bacterial Proteins - chemistry</topic><topic>Bacterial Proteins - genetics</topic><topic>Bacteriological Techniques</topic><topic>Biology and Life Sciences</topic><topic>Cell differentiation</topic><topic>Flow Cytometry</topic><topic>Fluorescent Dyes - chemistry</topic><topic>Gene Expression Regulation, Bacterial</topic><topic>Gene Knockout Techniques</topic><topic>Genetic aspects</topic><topic>Medicine and Health Sciences</topic><topic>Microscopy</topic><topic>Normal Distribution</topic><topic>Physical Sciences</topic><topic>Research and Analysis Methods</topic><topic>Social Sciences</topic><topic>Spores, Bacterial - genetics</topic><topic>Spores, Bacterial - isolation & purification</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Karava, Marianna</creatorcontrib><creatorcontrib>Bracharz, Felix</creatorcontrib><creatorcontrib>Kabisch, Johannes</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Science (Gale in Context)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Karava, Marianna</au><au>Bracharz, Felix</au><au>Kabisch, Johannes</au><au>Calvio, Cinzia</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quantification and isolation of Bacillus subtilis spores using cell sorting and automated gating</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2019-07-29</date><risdate>2019</risdate><volume>14</volume><issue>7</issue><spage>e0219892</spage><epage>e0219892</epage><pages>e0219892-e0219892</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The Gram-positive bacterium Bacillus subtilis is able to form endospores which have a variety of biotechnological applications. 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On the contrary, a double knock-out mutant of the phosphatase gene encoding Spo0E and of the spore killing factor SkfA (Bs02025) exhibited the highest sporulation efficiency, as within 24 h of cultivation in sporulation medium, cultures of BS02025 already consisted of 80% spores as opposed to 18% for the control strain. We confirmed the identity of the different subpopulations formed during sporulation by employing sorting and microscopy.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>31356641</pmid><doi>10.1371/journal.pone.0219892</doi><tpages>e0219892</tpages><orcidid>https://orcid.org/0000-0002-9679-3038</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Bacillus subtilis Bacillus subtilis - genetics Bacillus subtilis - physiology Bacterial Proteins - chemistry Bacterial Proteins - genetics Bacteriological Techniques Biology and Life Sciences Cell differentiation Flow Cytometry Fluorescent Dyes - chemistry Gene Expression Regulation, Bacterial Gene Knockout Techniques Genetic aspects Medicine and Health Sciences Microscopy Normal Distribution Physical Sciences Research and Analysis Methods Social Sciences Spores, Bacterial - genetics Spores, Bacterial - isolation & purification |
title | Quantification and isolation of Bacillus subtilis spores using cell sorting and automated gating |
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