Label-free detection and enumeration of Giardia cysts in agitated suspensions using in situ microscopy
Laboratory procedures performed in water treatment studies frequently require the characterization of (oo)cyst suspensions. Standard methods commonly used are laborious, expensive and time-consuming, besides requiring well-trained personnel to prepare samples with fluorescent staining and perform an...
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Veröffentlicht in: | Journal of microbiological methods 2022-08, Vol.199, p.106509-106509, Article 106509 |
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container_title | Journal of microbiological methods |
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creator | Belini, Valdinei L. de Melo Nasser Fava, Natália Garcia, Lucas Ariel Totaro da Cunha, Maria Júlia Rodrigues Sabogal-Paz, Lyda Patrícia |
description | Laboratory procedures performed in water treatment studies frequently require the characterization of (oo)cyst suspensions. Standard methods commonly used are laborious, expensive and time-consuming, besides requiring well-trained personnel to prepare samples with fluorescent staining and perform analysis under fluorescence microscopy. In this study, an easy cost-effective in situ microscope was assessed to acquire images of Giardia cysts directly from agitated suspensions without using any chemical labels or sample preparation steps. An image analysis algorithm analyzes the acquired images, and automatically enumerates and provides morphological information of cysts within 10 min. The proposed system was evaluated at different cyst concentrations, achieving a limit of detection of ~30 cysts/mL. The proposed system overcomes cost, time and labor demands by standard methods and has the potential to be an alternative technique for the characterization of Giardia cyst suspensions in resource-limited facilities, since it is independent of experts and free of consumables.
•First application of in situ microscopy for Giardia cysts detection and enumeration.•Label-free enumeration of Giardia cysts directly from agitated suspensions.•Concentration steps are not required for sample analysis.•Morphological information of cysts are provided.•The proposed system is expert-independent and free of consumables. |
doi_str_mv | 10.1016/j.mimet.2022.106509 |
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•First application of in situ microscopy for Giardia cysts detection and enumeration.•Label-free enumeration of Giardia cysts directly from agitated suspensions.•Concentration steps are not required for sample analysis.•Morphological information of cysts are provided.•The proposed system is expert-independent and free of consumables.</description><identifier>ISSN: 0167-7012</identifier><identifier>EISSN: 1872-8359</identifier><identifier>DOI: 10.1016/j.mimet.2022.106509</identifier><identifier>PMID: 35697187</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Computer ; Giardia ; Parasites ; Protozoa ; USEPA ; Water quality</subject><ispartof>Journal of microbiological methods, 2022-08, Vol.199, p.106509-106509, Article 106509</ispartof><rights>2022 Elsevier B.V.</rights><rights>Copyright © 2021. Published by Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c289t-4f5fd3e54852a2dd6a82901a402d2a7130f99739df85e7b2feac697536533d043</citedby><cites>FETCH-LOGICAL-c289t-4f5fd3e54852a2dd6a82901a402d2a7130f99739df85e7b2feac697536533d043</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S016770122200104X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35697187$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Belini, Valdinei L.</creatorcontrib><creatorcontrib>de Melo Nasser Fava, Natália</creatorcontrib><creatorcontrib>Garcia, Lucas Ariel Totaro</creatorcontrib><creatorcontrib>da Cunha, Maria Júlia Rodrigues</creatorcontrib><creatorcontrib>Sabogal-Paz, Lyda Patrícia</creatorcontrib><title>Label-free detection and enumeration of Giardia cysts in agitated suspensions using in situ microscopy</title><title>Journal of microbiological methods</title><addtitle>J Microbiol Methods</addtitle><description>Laboratory procedures performed in water treatment studies frequently require the characterization of (oo)cyst suspensions. Standard methods commonly used are laborious, expensive and time-consuming, besides requiring well-trained personnel to prepare samples with fluorescent staining and perform analysis under fluorescence microscopy. In this study, an easy cost-effective in situ microscope was assessed to acquire images of Giardia cysts directly from agitated suspensions without using any chemical labels or sample preparation steps. An image analysis algorithm analyzes the acquired images, and automatically enumerates and provides morphological information of cysts within 10 min. The proposed system was evaluated at different cyst concentrations, achieving a limit of detection of ~30 cysts/mL. The proposed system overcomes cost, time and labor demands by standard methods and has the potential to be an alternative technique for the characterization of Giardia cyst suspensions in resource-limited facilities, since it is independent of experts and free of consumables.
•First application of in situ microscopy for Giardia cysts detection and enumeration.•Label-free enumeration of Giardia cysts directly from agitated suspensions.•Concentration steps are not required for sample analysis.•Morphological information of cysts are provided.•The proposed system is expert-independent and free of consumables.</description><subject>Computer</subject><subject>Giardia</subject><subject>Parasites</subject><subject>Protozoa</subject><subject>USEPA</subject><subject>Water quality</subject><issn>0167-7012</issn><issn>1872-8359</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kEtv2zAMgIVhw5Jm-wUDBh13caaHZdmHHoagTQcE6KU7C4pEBQpiOxXlAfn3VR7rcSeC1EdS_Aj5xtmSM9783C_72ENeCiZEqTSKdR_InLdaVK1U3UcyL5SuNONiRu4Q94xxJev2M5lJ1XS6kHMSNnYLhyokAOohg8txHKgdPIVh6iHZSz4Guo42-WipO2FGGguzi9lm8BQnPMKAhUM6YRx251eMeaJ9dGlENx5PX8inYA8IX29xQf48PrysnqrN8_r36temcqLtclUHFbwEVbdKWOF9Y1vRMW5rJrywmksWuk7LzodWgd6KANaVS5RslJSe1XJBflznHtP4OgFm00d0cDjYAcYJjWh0o5SomS6ovKLnP2KCYI4p9jadDGfmLNjszUWwOQs2V8Gl6_ttwbTtwb_3_DNagPsrAOXMvxGSQRdhcOBjKnaNH-N_F7wBgfOOEQ</recordid><startdate>20220801</startdate><enddate>20220801</enddate><creator>Belini, Valdinei L.</creator><creator>de Melo Nasser Fava, Natália</creator><creator>Garcia, Lucas Ariel Totaro</creator><creator>da Cunha, Maria Júlia Rodrigues</creator><creator>Sabogal-Paz, Lyda Patrícia</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220801</creationdate><title>Label-free detection and enumeration of Giardia cysts in agitated suspensions using in situ microscopy</title><author>Belini, Valdinei L. ; de Melo Nasser Fava, Natália ; Garcia, Lucas Ariel Totaro ; da Cunha, Maria Júlia Rodrigues ; Sabogal-Paz, Lyda Patrícia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c289t-4f5fd3e54852a2dd6a82901a402d2a7130f99739df85e7b2feac697536533d043</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Computer</topic><topic>Giardia</topic><topic>Parasites</topic><topic>Protozoa</topic><topic>USEPA</topic><topic>Water quality</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Belini, Valdinei L.</creatorcontrib><creatorcontrib>de Melo Nasser Fava, Natália</creatorcontrib><creatorcontrib>Garcia, Lucas Ariel Totaro</creatorcontrib><creatorcontrib>da Cunha, Maria Júlia Rodrigues</creatorcontrib><creatorcontrib>Sabogal-Paz, Lyda Patrícia</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of microbiological methods</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Belini, Valdinei L.</au><au>de Melo Nasser Fava, Natália</au><au>Garcia, Lucas Ariel Totaro</au><au>da Cunha, Maria Júlia Rodrigues</au><au>Sabogal-Paz, Lyda Patrícia</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Label-free detection and enumeration of Giardia cysts in agitated suspensions using in situ microscopy</atitle><jtitle>Journal of microbiological methods</jtitle><addtitle>J Microbiol Methods</addtitle><date>2022-08-01</date><risdate>2022</risdate><volume>199</volume><spage>106509</spage><epage>106509</epage><pages>106509-106509</pages><artnum>106509</artnum><issn>0167-7012</issn><eissn>1872-8359</eissn><abstract>Laboratory procedures performed in water treatment studies frequently require the characterization of (oo)cyst suspensions. Standard methods commonly used are laborious, expensive and time-consuming, besides requiring well-trained personnel to prepare samples with fluorescent staining and perform analysis under fluorescence microscopy. In this study, an easy cost-effective in situ microscope was assessed to acquire images of Giardia cysts directly from agitated suspensions without using any chemical labels or sample preparation steps. An image analysis algorithm analyzes the acquired images, and automatically enumerates and provides morphological information of cysts within 10 min. The proposed system was evaluated at different cyst concentrations, achieving a limit of detection of ~30 cysts/mL. The proposed system overcomes cost, time and labor demands by standard methods and has the potential to be an alternative technique for the characterization of Giardia cyst suspensions in resource-limited facilities, since it is independent of experts and free of consumables.
•First application of in situ microscopy for Giardia cysts detection and enumeration.•Label-free enumeration of Giardia cysts directly from agitated suspensions.•Concentration steps are not required for sample analysis.•Morphological information of cysts are provided.•The proposed system is expert-independent and free of consumables.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>35697187</pmid><doi>10.1016/j.mimet.2022.106509</doi><tpages>1</tpages></addata></record> |
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subjects | Computer Giardia Parasites Protozoa USEPA Water quality |
title | Label-free detection and enumeration of Giardia cysts in agitated suspensions using in situ microscopy |
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