Metabolic Profiling of Amino Acids Associated with Mortality in Patients with Acute Paraquat Poisoning
BACKGROUND Paraquat is a major cause of fatal poisoning after ingestion in many parts of Asia and the Pacific nations. However, optimal prognostic indicators to evaluate patient mortality have not been unequivocally established. Following acute paraquat poisoning, a number of amino acids (AA), are a...
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Veröffentlicht in: | Medical science monitor 2018-03, Vol.24, p.1397-1407 |
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description | BACKGROUND Paraquat is a major cause of fatal poisoning after ingestion in many parts of Asia and the Pacific nations. However, optimal prognostic indicators to evaluate patient mortality have not been unequivocally established. Following acute paraquat poisoning, a number of amino acids (AA), are abnormally expressed in metabolic pathways. However, the alterations in AA metabolite levels after paraquat poisoning remain unknown in humans. MATERIAL AND METHODS In the present study, 40 patients were enrolled, of whom 16 survived and 24 died. A metabolomics approach was used to assess changes in AA metabolites in plasma and its potential prognostic value following paraquat poisoning. Mass spectrometry (MS) based on metabolite identification was conducted. RESULTS Twenty-five AA levels in plasma were abnormally expressed in non-survivor patients. Among them, creatinine, indolelactate, and 3-(4-hydroxyphenyl)lactate were found to be highly correlated with paraquat death prediction. It was noted that the intensity levels of these 3 AA metabolites in the non-survivor group were substantially higher than in the survivor group. Furthermore, we examined receiver operating characteristic (ROC) curves for clinical validation. ROC results showed that 3-(4-hydroxyphenyl)lactate had the highest AUC of 0.84, while indolelactate and creatinine had AUCs of 0.75 and 0.83, respectively, suggesting that they can be used to predict the clinical outcome (although this methodology is expensive to implement). CONCLUSIONS Metabolic profiling of AA levels could be a reliable tool to identify effective indicators for the early high precision prognosis of paraquat poisoning. |
doi_str_mv | 10.12659/MSM.905843 |
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However, optimal prognostic indicators to evaluate patient mortality have not been unequivocally established. Following acute paraquat poisoning, a number of amino acids (AA), are abnormally expressed in metabolic pathways. However, the alterations in AA metabolite levels after paraquat poisoning remain unknown in humans. MATERIAL AND METHODS In the present study, 40 patients were enrolled, of whom 16 survived and 24 died. A metabolomics approach was used to assess changes in AA metabolites in plasma and its potential prognostic value following paraquat poisoning. Mass spectrometry (MS) based on metabolite identification was conducted. RESULTS Twenty-five AA levels in plasma were abnormally expressed in non-survivor patients. Among them, creatinine, indolelactate, and 3-(4-hydroxyphenyl)lactate were found to be highly correlated with paraquat death prediction. It was noted that the intensity levels of these 3 AA metabolites in the non-survivor group were substantially higher than in the survivor group. Furthermore, we examined receiver operating characteristic (ROC) curves for clinical validation. ROC results showed that 3-(4-hydroxyphenyl)lactate had the highest AUC of 0.84, while indolelactate and creatinine had AUCs of 0.75 and 0.83, respectively, suggesting that they can be used to predict the clinical outcome (although this methodology is expensive to implement). CONCLUSIONS Metabolic profiling of AA levels could be a reliable tool to identify effective indicators for the early high precision prognosis of paraquat poisoning.</description><identifier>ISSN: 1643-3750</identifier><identifier>ISSN: 1234-1010</identifier><identifier>EISSN: 1643-3750</identifier><identifier>DOI: 10.12659/MSM.905843</identifier><identifier>PMID: 29513648</identifier><language>eng</language><publisher>United States: International Scientific Literature, Inc</publisher><subject>Acute Disease ; Adult ; Amino Acids - metabolism ; Clinical Research ; Creatinine - metabolism ; Demography ; Female ; Humans ; Indoleacetic Acids - metabolism ; Lactic Acid - metabolism ; Male ; Metabolome ; Metabolomics - methods ; Paraquat - poisoning ; Poisoning - metabolism ; Poisoning - mortality ; Principal Component Analysis ; Survivors ; Young Adult</subject><ispartof>Medical science monitor, 2018-03, Vol.24, p.1397-1407</ispartof><rights>Med Sci Monit, 2018 2018</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c423t-1a78bb0df809f10bc5bca356179eb88415a7ea7f8cf163225c9379a863365c203</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854108/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854108/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29513648$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wan, Xiuxian</creatorcontrib><creatorcontrib>Zhou, Chunyu</creatorcontrib><creatorcontrib>Kang, Xin</creatorcontrib><creatorcontrib>Hu, Dayong</creatorcontrib><creatorcontrib>Xue, Wen</creatorcontrib><creatorcontrib>Li, Xinhua</creatorcontrib><creatorcontrib>Bao, Hui</creatorcontrib><creatorcontrib>Peng, Ai</creatorcontrib><title>Metabolic Profiling of Amino Acids Associated with Mortality in Patients with Acute Paraquat Poisoning</title><title>Medical science monitor</title><addtitle>Med Sci Monit</addtitle><description>BACKGROUND Paraquat is a major cause of fatal poisoning after ingestion in many parts of Asia and the Pacific nations. However, optimal prognostic indicators to evaluate patient mortality have not been unequivocally established. Following acute paraquat poisoning, a number of amino acids (AA), are abnormally expressed in metabolic pathways. However, the alterations in AA metabolite levels after paraquat poisoning remain unknown in humans. MATERIAL AND METHODS In the present study, 40 patients were enrolled, of whom 16 survived and 24 died. A metabolomics approach was used to assess changes in AA metabolites in plasma and its potential prognostic value following paraquat poisoning. Mass spectrometry (MS) based on metabolite identification was conducted. RESULTS Twenty-five AA levels in plasma were abnormally expressed in non-survivor patients. Among them, creatinine, indolelactate, and 3-(4-hydroxyphenyl)lactate were found to be highly correlated with paraquat death prediction. It was noted that the intensity levels of these 3 AA metabolites in the non-survivor group were substantially higher than in the survivor group. Furthermore, we examined receiver operating characteristic (ROC) curves for clinical validation. ROC results showed that 3-(4-hydroxyphenyl)lactate had the highest AUC of 0.84, while indolelactate and creatinine had AUCs of 0.75 and 0.83, respectively, suggesting that they can be used to predict the clinical outcome (although this methodology is expensive to implement). CONCLUSIONS Metabolic profiling of AA levels could be a reliable tool to identify effective indicators for the early high precision prognosis of paraquat poisoning.</description><subject>Acute Disease</subject><subject>Adult</subject><subject>Amino Acids - metabolism</subject><subject>Clinical Research</subject><subject>Creatinine - metabolism</subject><subject>Demography</subject><subject>Female</subject><subject>Humans</subject><subject>Indoleacetic Acids - metabolism</subject><subject>Lactic Acid - metabolism</subject><subject>Male</subject><subject>Metabolome</subject><subject>Metabolomics - methods</subject><subject>Paraquat - poisoning</subject><subject>Poisoning - metabolism</subject><subject>Poisoning - mortality</subject><subject>Principal Component Analysis</subject><subject>Survivors</subject><subject>Young Adult</subject><issn>1643-3750</issn><issn>1234-1010</issn><issn>1643-3750</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkN1LwzAUxYMobk6ffJe8S2fSNGn6IpThF6w4UJ9DmiZbpGtmkin77y1Wx3y6l3vO_d3LAeASoylOGS1uqpdqWiDKM3IExphlJCE5RccH_QichfCOUMoZoqdglBYUE5bxMTCVjrJ2rVVw4Z2xre2W0BlYrm3nYKlsE2AZglNWRt3ALxtXsHI-ytbGHbQdXMhodRfDIJVqG3U_8_JjKyNcOBtc1yPPwYmRbdAXv3UC3u7vXmePyfz54WlWzhOVpSQmWOa8rlFjOCoMRrWitZKEMpwXuuY8w1TmWuaGK4MZSVOqCpIXkjNCGFUpIhNwO3A323qtG9V_5mUrNt6upd8JJ634r3R2JZbuU1BOM4x4D7geAMq7ELw2-12MxE_coo9bDHH37qvDc3vvX77kG1qcfOQ</recordid><startdate>20180307</startdate><enddate>20180307</enddate><creator>Wan, Xiuxian</creator><creator>Zhou, Chunyu</creator><creator>Kang, Xin</creator><creator>Hu, Dayong</creator><creator>Xue, Wen</creator><creator>Li, Xinhua</creator><creator>Bao, Hui</creator><creator>Peng, Ai</creator><general>International Scientific Literature, Inc</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>5PM</scope></search><sort><creationdate>20180307</creationdate><title>Metabolic Profiling of Amino Acids Associated with Mortality in Patients with Acute Paraquat Poisoning</title><author>Wan, Xiuxian ; Zhou, Chunyu ; Kang, Xin ; Hu, Dayong ; Xue, Wen ; Li, Xinhua ; Bao, Hui ; Peng, Ai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c423t-1a78bb0df809f10bc5bca356179eb88415a7ea7f8cf163225c9379a863365c203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Acute Disease</topic><topic>Adult</topic><topic>Amino Acids - metabolism</topic><topic>Clinical Research</topic><topic>Creatinine - metabolism</topic><topic>Demography</topic><topic>Female</topic><topic>Humans</topic><topic>Indoleacetic Acids - metabolism</topic><topic>Lactic Acid - metabolism</topic><topic>Male</topic><topic>Metabolome</topic><topic>Metabolomics - methods</topic><topic>Paraquat - poisoning</topic><topic>Poisoning - metabolism</topic><topic>Poisoning - mortality</topic><topic>Principal Component Analysis</topic><topic>Survivors</topic><topic>Young Adult</topic><toplevel>online_resources</toplevel><creatorcontrib>Wan, Xiuxian</creatorcontrib><creatorcontrib>Zhou, Chunyu</creatorcontrib><creatorcontrib>Kang, Xin</creatorcontrib><creatorcontrib>Hu, Dayong</creatorcontrib><creatorcontrib>Xue, Wen</creatorcontrib><creatorcontrib>Li, Xinhua</creatorcontrib><creatorcontrib>Bao, Hui</creatorcontrib><creatorcontrib>Peng, Ai</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Medical science monitor</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wan, Xiuxian</au><au>Zhou, Chunyu</au><au>Kang, Xin</au><au>Hu, Dayong</au><au>Xue, Wen</au><au>Li, Xinhua</au><au>Bao, Hui</au><au>Peng, Ai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolic Profiling of Amino Acids Associated with Mortality in Patients with Acute Paraquat Poisoning</atitle><jtitle>Medical science monitor</jtitle><addtitle>Med Sci Monit</addtitle><date>2018-03-07</date><risdate>2018</risdate><volume>24</volume><spage>1397</spage><epage>1407</epage><pages>1397-1407</pages><issn>1643-3750</issn><issn>1234-1010</issn><eissn>1643-3750</eissn><abstract>BACKGROUND Paraquat is a major cause of fatal poisoning after ingestion in many parts of Asia and the Pacific nations. However, optimal prognostic indicators to evaluate patient mortality have not been unequivocally established. Following acute paraquat poisoning, a number of amino acids (AA), are abnormally expressed in metabolic pathways. However, the alterations in AA metabolite levels after paraquat poisoning remain unknown in humans. MATERIAL AND METHODS In the present study, 40 patients were enrolled, of whom 16 survived and 24 died. A metabolomics approach was used to assess changes in AA metabolites in plasma and its potential prognostic value following paraquat poisoning. Mass spectrometry (MS) based on metabolite identification was conducted. RESULTS Twenty-five AA levels in plasma were abnormally expressed in non-survivor patients. Among them, creatinine, indolelactate, and 3-(4-hydroxyphenyl)lactate were found to be highly correlated with paraquat death prediction. It was noted that the intensity levels of these 3 AA metabolites in the non-survivor group were substantially higher than in the survivor group. Furthermore, we examined receiver operating characteristic (ROC) curves for clinical validation. ROC results showed that 3-(4-hydroxyphenyl)lactate had the highest AUC of 0.84, while indolelactate and creatinine had AUCs of 0.75 and 0.83, respectively, suggesting that they can be used to predict the clinical outcome (although this methodology is expensive to implement). CONCLUSIONS Metabolic profiling of AA levels could be a reliable tool to identify effective indicators for the early high precision prognosis of paraquat poisoning.</abstract><cop>United States</cop><pub>International Scientific Literature, Inc</pub><pmid>29513648</pmid><doi>10.12659/MSM.905843</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acute Disease Adult Amino Acids - metabolism Clinical Research Creatinine - metabolism Demography Female Humans Indoleacetic Acids - metabolism Lactic Acid - metabolism Male Metabolome Metabolomics - methods Paraquat - poisoning Poisoning - metabolism Poisoning - mortality Principal Component Analysis Survivors Young Adult |
title | Metabolic Profiling of Amino Acids Associated with Mortality in Patients with Acute Paraquat Poisoning |
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