Comprehensive suspect screening for the identification of contaminants of emerging concern in urine of Flemish adolescents by liquid chromatography high-resolution mass spectrometry
The increasing human exposure to contaminants of emerging concern (CECs) cannot be fully assessed by targeted biomonitoring methods alone as these are limited to a subset of known analytes. On the contrary, suspect screening approaches based on liquid chromatography coupled to high-resolution mass s...
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creator | Roggeman, Maarten Belova, Lidia Fernández, Sandra F. Kim, Da-Hye Jeong, Yunsun Poma, Giulia Remy, Sylvie Verheyen, Veerle J. Schoeters, Greet van Nuijs, Alexander L.N. Covaci, Adrian |
description | The increasing human exposure to contaminants of emerging concern (CECs) cannot be fully assessed by targeted biomonitoring methods alone as these are limited to a subset of known analytes. On the contrary, suspect screening approaches based on liquid chromatography coupled to high-resolution mass spectrometry (LC-HRMS) allow the simultaneous detection of a high number of CECs and/or their (predicted) metabolites leading to a more comprehensive assessment of possible human exposure to these compounds. Within this study, 83 urine samples of Flemish adolescents (47 males, 36 females) collected in the frame of the 4th cycle of the Flemish Environment and Health Study (FLEHS IV) were selected with the aim of including a high and a low exposure group based on the overall exposure of 45 known contaminants. Samples were analyzed using a previously developed method involving a suspect screening approach to annotate CECs and their metabolites. The applied suspect list contained a total of >12,500 CECs and their known and predicted metabolites resulting from metabolization reactions, such as hydroxylation, glucuronidation and methylation. In total, 63 compounds were annotated at a confidence level of 3 or better, with most of the detected compounds not included in current biomonitoring programs. 5 out of the 63 compounds could be assigned with confidence level 2. Five compounds could unequivocally be identified (confidence level 1) through the comparison with reference standards. Personal care products were the main detected compound class (42% of detected compounds). Additionally, a detailed literature search indicated potential toxic effects for several of the detected CECs. Lastly, in the urine samples, a significantly higher number (p |
doi_str_mv | 10.1016/j.envres.2022.114105 |
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−83 urine samples of Flemish adolescents were analyzed by suspect screening LC-HRMS-The suspect list contained >12,500 CECs and their known and predicted metabolites−63 compounds were identified at a confidence level of 3 or better-Personal care products were the main detected compounds (42% of detected compounds)-A higher number of compounds was detected in the high exposure group of females</description><identifier>ISSN: 0013-9351</identifier><identifier>EISSN: 1096-0953</identifier><identifier>DOI: 10.1016/j.envres.2022.114105</identifier><language>eng</language><publisher>Elsevier Inc</publisher><subject>chemical species ; class ; environmental monitoring ; Exposure load ; females ; Flemish environment and health study (FLEHS) ; humans ; hydroxylation ; liquid chromatography ; mass spectrometry ; Metabolite prediction ; metabolites ; methylation ; Organophosphate flame retardants ; Personal care products ; toxicity ; urine ; Urine analysis</subject><ispartof>Environmental research, 2022-11, Vol.214, p.114105-114105, Article 114105</ispartof><rights>2022 Elsevier Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c418t-7e3a7fba04b8829e04017c867e6d4381ed0718465f74b7e2e18f2a686ddfbce93</citedby><cites>FETCH-LOGICAL-c418t-7e3a7fba04b8829e04017c867e6d4381ed0718465f74b7e2e18f2a686ddfbce93</cites><orcidid>0000-0003-0322-9620 ; 0000-0002-9677-4937 ; 0000-0002-8802-3295 ; 0000-0001-7147-384X ; 0000-0003-0527-1136 ; 0000-0002-7795-4289 ; 0000-0003-0597-2653 ; 0000-0002-6643-4907 ; 0000-0002-9377-6160</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0013935122014323$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Roggeman, Maarten</creatorcontrib><creatorcontrib>Belova, Lidia</creatorcontrib><creatorcontrib>Fernández, Sandra F.</creatorcontrib><creatorcontrib>Kim, Da-Hye</creatorcontrib><creatorcontrib>Jeong, Yunsun</creatorcontrib><creatorcontrib>Poma, Giulia</creatorcontrib><creatorcontrib>Remy, Sylvie</creatorcontrib><creatorcontrib>Verheyen, Veerle J.</creatorcontrib><creatorcontrib>Schoeters, Greet</creatorcontrib><creatorcontrib>van Nuijs, Alexander L.N.</creatorcontrib><creatorcontrib>Covaci, Adrian</creatorcontrib><title>Comprehensive suspect screening for the identification of contaminants of emerging concern in urine of Flemish adolescents by liquid chromatography high-resolution mass spectrometry</title><title>Environmental research</title><description>The increasing human exposure to contaminants of emerging concern (CECs) cannot be fully assessed by targeted biomonitoring methods alone as these are limited to a subset of known analytes. On the contrary, suspect screening approaches based on liquid chromatography coupled to high-resolution mass spectrometry (LC-HRMS) allow the simultaneous detection of a high number of CECs and/or their (predicted) metabolites leading to a more comprehensive assessment of possible human exposure to these compounds. Within this study, 83 urine samples of Flemish adolescents (47 males, 36 females) collected in the frame of the 4th cycle of the Flemish Environment and Health Study (FLEHS IV) were selected with the aim of including a high and a low exposure group based on the overall exposure of 45 known contaminants. Samples were analyzed using a previously developed method involving a suspect screening approach to annotate CECs and their metabolites. The applied suspect list contained a total of >12,500 CECs and their known and predicted metabolites resulting from metabolization reactions, such as hydroxylation, glucuronidation and methylation. In total, 63 compounds were annotated at a confidence level of 3 or better, with most of the detected compounds not included in current biomonitoring programs. 5 out of the 63 compounds could be assigned with confidence level 2. Five compounds could unequivocally be identified (confidence level 1) through the comparison with reference standards. Personal care products were the main detected compound class (42% of detected compounds). Additionally, a detailed literature search indicated potential toxic effects for several of the detected CECs. Lastly, in the urine samples, a significantly higher number (p < 0.05) of compounds was detected in the high exposure group as opposed to the low exposure group. This difference could only be observed between high and low exposure load samples of female participants (p < 0.01).
−83 urine samples of Flemish adolescents were analyzed by suspect screening LC-HRMS-The suspect list contained >12,500 CECs and their known and predicted metabolites−63 compounds were identified at a confidence level of 3 or better-Personal care products were the main detected compounds (42% of detected compounds)-A higher number of compounds was detected in the high exposure group of females</description><subject>chemical species</subject><subject>class</subject><subject>environmental monitoring</subject><subject>Exposure load</subject><subject>females</subject><subject>Flemish environment and health study (FLEHS)</subject><subject>humans</subject><subject>hydroxylation</subject><subject>liquid chromatography</subject><subject>mass spectrometry</subject><subject>Metabolite prediction</subject><subject>metabolites</subject><subject>methylation</subject><subject>Organophosphate flame retardants</subject><subject>Personal care products</subject><subject>toxicity</subject><subject>urine</subject><subject>Urine analysis</subject><issn>0013-9351</issn><issn>1096-0953</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqNkbGO1DAQhi0EEsvBG1C4pMliO07iNEhoxQHSSdccteXY441XiZ2znZX2wXg_nAs1orJG83_j-edH6CMlR0po-_lyBH-NkI6MMHaklFPSvEIHSvq2In1Tv0YHQmhd9XVD36J3KV1KSZuaHNDvU5iXCCP45K6A05oW0BknHQG882dsQ8R5BOwM-Oys0yq74HGwWAef1ey88jltNcwQzxtSGhqix87jNToPW_N-gtmlESsTJkgaNma44ck9r85gPcYwqxzOUS3jDY_uPFbFT5jWl89mlRJ-WazIIMfbe_TGqinBh7_vHfp1_-3p9KN6ePz-8_T1odKcilx1UKvODorwQQjWA-GEdlq0HbSG14KCIR0VvG1sx4cOGFBhmWpFa4wdNPT1Hfq0z11ieF4hZVlMaJgm5SGsSbKC1w0TnP2HlHDR9n1Pi5TvUh1DShGsXKKbVbxJSuQWqLzIPVC5BSr3QAv2ZcegOL46iDJpB-XUxsVyGmmC-_eAP6ibsUE</recordid><startdate>202211</startdate><enddate>202211</enddate><creator>Roggeman, Maarten</creator><creator>Belova, Lidia</creator><creator>Fernández, Sandra F.</creator><creator>Kim, Da-Hye</creator><creator>Jeong, Yunsun</creator><creator>Poma, Giulia</creator><creator>Remy, Sylvie</creator><creator>Verheyen, Veerle J.</creator><creator>Schoeters, Greet</creator><creator>van Nuijs, Alexander L.N.</creator><creator>Covaci, Adrian</creator><general>Elsevier Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0003-0322-9620</orcidid><orcidid>https://orcid.org/0000-0002-9677-4937</orcidid><orcidid>https://orcid.org/0000-0002-8802-3295</orcidid><orcidid>https://orcid.org/0000-0001-7147-384X</orcidid><orcidid>https://orcid.org/0000-0003-0527-1136</orcidid><orcidid>https://orcid.org/0000-0002-7795-4289</orcidid><orcidid>https://orcid.org/0000-0003-0597-2653</orcidid><orcidid>https://orcid.org/0000-0002-6643-4907</orcidid><orcidid>https://orcid.org/0000-0002-9377-6160</orcidid></search><sort><creationdate>202211</creationdate><title>Comprehensive suspect screening for the identification of contaminants of emerging concern in urine of Flemish adolescents by liquid chromatography high-resolution mass spectrometry</title><author>Roggeman, Maarten ; Belova, Lidia ; Fernández, Sandra F. ; Kim, Da-Hye ; Jeong, Yunsun ; Poma, Giulia ; Remy, Sylvie ; Verheyen, Veerle J. ; Schoeters, Greet ; van Nuijs, Alexander L.N. ; Covaci, Adrian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c418t-7e3a7fba04b8829e04017c867e6d4381ed0718465f74b7e2e18f2a686ddfbce93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>chemical species</topic><topic>class</topic><topic>environmental monitoring</topic><topic>Exposure load</topic><topic>females</topic><topic>Flemish environment and health study (FLEHS)</topic><topic>humans</topic><topic>hydroxylation</topic><topic>liquid chromatography</topic><topic>mass spectrometry</topic><topic>Metabolite prediction</topic><topic>metabolites</topic><topic>methylation</topic><topic>Organophosphate flame retardants</topic><topic>Personal care products</topic><topic>toxicity</topic><topic>urine</topic><topic>Urine analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Roggeman, Maarten</creatorcontrib><creatorcontrib>Belova, Lidia</creatorcontrib><creatorcontrib>Fernández, Sandra F.</creatorcontrib><creatorcontrib>Kim, Da-Hye</creatorcontrib><creatorcontrib>Jeong, Yunsun</creatorcontrib><creatorcontrib>Poma, Giulia</creatorcontrib><creatorcontrib>Remy, Sylvie</creatorcontrib><creatorcontrib>Verheyen, Veerle J.</creatorcontrib><creatorcontrib>Schoeters, Greet</creatorcontrib><creatorcontrib>van Nuijs, Alexander L.N.</creatorcontrib><creatorcontrib>Covaci, Adrian</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Roggeman, Maarten</au><au>Belova, Lidia</au><au>Fernández, Sandra F.</au><au>Kim, Da-Hye</au><au>Jeong, Yunsun</au><au>Poma, Giulia</au><au>Remy, Sylvie</au><au>Verheyen, Veerle J.</au><au>Schoeters, Greet</au><au>van Nuijs, Alexander L.N.</au><au>Covaci, Adrian</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comprehensive suspect screening for the identification of contaminants of emerging concern in urine of Flemish adolescents by liquid chromatography high-resolution mass spectrometry</atitle><jtitle>Environmental research</jtitle><date>2022-11</date><risdate>2022</risdate><volume>214</volume><spage>114105</spage><epage>114105</epage><pages>114105-114105</pages><artnum>114105</artnum><issn>0013-9351</issn><eissn>1096-0953</eissn><abstract>The increasing human exposure to contaminants of emerging concern (CECs) cannot be fully assessed by targeted biomonitoring methods alone as these are limited to a subset of known analytes. On the contrary, suspect screening approaches based on liquid chromatography coupled to high-resolution mass spectrometry (LC-HRMS) allow the simultaneous detection of a high number of CECs and/or their (predicted) metabolites leading to a more comprehensive assessment of possible human exposure to these compounds. Within this study, 83 urine samples of Flemish adolescents (47 males, 36 females) collected in the frame of the 4th cycle of the Flemish Environment and Health Study (FLEHS IV) were selected with the aim of including a high and a low exposure group based on the overall exposure of 45 known contaminants. Samples were analyzed using a previously developed method involving a suspect screening approach to annotate CECs and their metabolites. The applied suspect list contained a total of >12,500 CECs and their known and predicted metabolites resulting from metabolization reactions, such as hydroxylation, glucuronidation and methylation. In total, 63 compounds were annotated at a confidence level of 3 or better, with most of the detected compounds not included in current biomonitoring programs. 5 out of the 63 compounds could be assigned with confidence level 2. Five compounds could unequivocally be identified (confidence level 1) through the comparison with reference standards. Personal care products were the main detected compound class (42% of detected compounds). Additionally, a detailed literature search indicated potential toxic effects for several of the detected CECs. Lastly, in the urine samples, a significantly higher number (p < 0.05) of compounds was detected in the high exposure group as opposed to the low exposure group. This difference could only be observed between high and low exposure load samples of female participants (p < 0.01).
−83 urine samples of Flemish adolescents were analyzed by suspect screening LC-HRMS-The suspect list contained >12,500 CECs and their known and predicted metabolites−63 compounds were identified at a confidence level of 3 or better-Personal care products were the main detected compounds (42% of detected compounds)-A higher number of compounds was detected in the high exposure group of females</abstract><pub>Elsevier Inc</pub><doi>10.1016/j.envres.2022.114105</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-0322-9620</orcidid><orcidid>https://orcid.org/0000-0002-9677-4937</orcidid><orcidid>https://orcid.org/0000-0002-8802-3295</orcidid><orcidid>https://orcid.org/0000-0001-7147-384X</orcidid><orcidid>https://orcid.org/0000-0003-0527-1136</orcidid><orcidid>https://orcid.org/0000-0002-7795-4289</orcidid><orcidid>https://orcid.org/0000-0003-0597-2653</orcidid><orcidid>https://orcid.org/0000-0002-6643-4907</orcidid><orcidid>https://orcid.org/0000-0002-9377-6160</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | chemical species class environmental monitoring Exposure load females Flemish environment and health study (FLEHS) humans hydroxylation liquid chromatography mass spectrometry Metabolite prediction metabolites methylation Organophosphate flame retardants Personal care products toxicity urine Urine analysis |
title | Comprehensive suspect screening for the identification of contaminants of emerging concern in urine of Flemish adolescents by liquid chromatography high-resolution mass spectrometry |
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