Metabolic Differences among Patients with Cirrhosis Using Q Exactive Hybrid Quadrupole Orbitrap Mass Spectrometry Technology
The hospitalization and mortality rates of patients gradually increase following the onset and progression of liver cirrhosis (LC). We aimed to help define clinical stage and better target interventions by detecting the expression of specific metabolites in patients with different stages of LC via Q...
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Veröffentlicht in: | Journal of proteome research 2024-12, Vol.23 (12), p.5352-5359 |
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description | The hospitalization and mortality rates of patients gradually increase following the onset and progression of liver cirrhosis (LC). We aimed to help define clinical stage and better target interventions by detecting the expression of specific metabolites in patients with different stages of LC via Q Exactive hybrid quadrupole orbitrap mass spectrometry (UPLC-Q-Exactive) technology. This noninterventional observation case–control study involved 139 patients with LC or acute-on-chronic liver failure (ACLF) in a Chinese hospital between October 2022 and April 2023. Serum specimens were analyzed for multiple metabolite levels using UPLC-Q-Exactive. Data were processed to screen for differentially accumulated metabolites (DAMs). Short time-series expression miner (STEM) analysis and enrichment analysis were performed to assess cirrhosis progression biomarkers. Following univariate and multivariate analyses, a Venn diagram indicated nine significant DAMs in common among groups. STEM analysis showed 8′-hydroxyabscisic acid, HDCA, pyruvate-3-phosphate, indospicine, eplerenone, and DEHP as significant; their levels first peaked [Child–Turcotte–Pugh (CTP) class B peaked] and then decreased with CTP grade aggravation. Significant differences among 8′-hydroxyabscisic acid, eplerenone, and DEHP were observed among LC comorbidities and between subgroups. Therefore, serum levels of six DAMs may characterize metabolomic changes, determine the severity of LC, and predict the development of ACLF. |
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We aimed to help define clinical stage and better target interventions by detecting the expression of specific metabolites in patients with different stages of LC via Q Exactive hybrid quadrupole orbitrap mass spectrometry (UPLC-Q-Exactive) technology. This noninterventional observation case–control study involved 139 patients with LC or acute-on-chronic liver failure (ACLF) in a Chinese hospital between October 2022 and April 2023. Serum specimens were analyzed for multiple metabolite levels using UPLC-Q-Exactive. Data were processed to screen for differentially accumulated metabolites (DAMs). Short time-series expression miner (STEM) analysis and enrichment analysis were performed to assess cirrhosis progression biomarkers. Following univariate and multivariate analyses, a Venn diagram indicated nine significant DAMs in common among groups. STEM analysis showed 8′-hydroxyabscisic acid, HDCA, pyruvate-3-phosphate, indospicine, eplerenone, and DEHP as significant; their levels first peaked [Child–Turcotte–Pugh (CTP) class B peaked] and then decreased with CTP grade aggravation. Significant differences among 8′-hydroxyabscisic acid, eplerenone, and DEHP were observed among LC comorbidities and between subgroups. Therefore, serum levels of six DAMs may characterize metabolomic changes, determine the severity of LC, and predict the development of ACLF.</description><identifier>ISSN: 1535-3893</identifier><identifier>ISSN: 1535-3907</identifier><identifier>EISSN: 1535-3907</identifier><identifier>DOI: 10.1021/acs.jproteome.4c00437</identifier><identifier>PMID: 39485280</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Acute-On-Chronic Liver Failure - blood ; Acute-On-Chronic Liver Failure - metabolism ; Adult ; Aged ; Biomarkers - blood ; Case-Control Studies ; Disease Progression ; Female ; Humans ; Liver Cirrhosis - blood ; Liver Cirrhosis - metabolism ; Male ; Mass Spectrometry - methods ; Metabolome ; Metabolomics - methods ; Middle Aged</subject><ispartof>Journal of proteome research, 2024-12, Vol.23 (12), p.5352-5359</ispartof><rights>2024 American Chemical Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-a229t-1af4ae49b2fd30e27bf2d11804db12ddf422aa5608aef64a68e6622bc28df6d33</cites><orcidid>0000-0002-5466-5193 ; 0000-0003-0140-0674</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.jproteome.4c00437$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.jproteome.4c00437$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2765,27076,27924,27925,56738,56788</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39485280$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Xiao, Ying</creatorcontrib><creatorcontrib>Lu, Jie</creatorcontrib><creatorcontrib>Xu, Suyan</creatorcontrib><creatorcontrib>Wu, Zhinian</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Ji, Ru</creatorcontrib><creatorcontrib>Guo, Tingyu</creatorcontrib><creatorcontrib>Qi, Zeqiang</creatorcontrib><creatorcontrib>Tong, Hua</creatorcontrib><creatorcontrib>Wang, Yadong</creatorcontrib><creatorcontrib>Zhao, Caiyan</creatorcontrib><title>Metabolic Differences among Patients with Cirrhosis Using Q Exactive Hybrid Quadrupole Orbitrap Mass Spectrometry Technology</title><title>Journal of proteome research</title><addtitle>J. Proteome Res</addtitle><description>The hospitalization and mortality rates of patients gradually increase following the onset and progression of liver cirrhosis (LC). We aimed to help define clinical stage and better target interventions by detecting the expression of specific metabolites in patients with different stages of LC via Q Exactive hybrid quadrupole orbitrap mass spectrometry (UPLC-Q-Exactive) technology. This noninterventional observation case–control study involved 139 patients with LC or acute-on-chronic liver failure (ACLF) in a Chinese hospital between October 2022 and April 2023. Serum specimens were analyzed for multiple metabolite levels using UPLC-Q-Exactive. Data were processed to screen for differentially accumulated metabolites (DAMs). Short time-series expression miner (STEM) analysis and enrichment analysis were performed to assess cirrhosis progression biomarkers. Following univariate and multivariate analyses, a Venn diagram indicated nine significant DAMs in common among groups. STEM analysis showed 8′-hydroxyabscisic acid, HDCA, pyruvate-3-phosphate, indospicine, eplerenone, and DEHP as significant; their levels first peaked [Child–Turcotte–Pugh (CTP) class B peaked] and then decreased with CTP grade aggravation. Significant differences among 8′-hydroxyabscisic acid, eplerenone, and DEHP were observed among LC comorbidities and between subgroups. Therefore, serum levels of six DAMs may characterize metabolomic changes, determine the severity of LC, and predict the development of ACLF.</description><subject>Acute-On-Chronic Liver Failure - blood</subject><subject>Acute-On-Chronic Liver Failure - metabolism</subject><subject>Adult</subject><subject>Aged</subject><subject>Biomarkers - blood</subject><subject>Case-Control Studies</subject><subject>Disease Progression</subject><subject>Female</subject><subject>Humans</subject><subject>Liver Cirrhosis - blood</subject><subject>Liver Cirrhosis - metabolism</subject><subject>Male</subject><subject>Mass Spectrometry - methods</subject><subject>Metabolome</subject><subject>Metabolomics - methods</subject><subject>Middle Aged</subject><issn>1535-3893</issn><issn>1535-3907</issn><issn>1535-3907</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkElPxDAMhSMEYv8JoBy5zJCl6xENqwQCBJwrN3GYoLYpSQqMxI-nMANXTrbk957tj5ADzqacCX4MKkxfeu8iuhaniWIskfka2eapTCeyZPn6b1-UcovshPDCGE9zJjfJliyTIhUF2yafNxihdo1V9NQagx47hYFC67pnegfRYhcDfbdxTmfW-7kLNtCnYMfpPT37ABXtG9LLRe2tpvcDaD_0rkF662sbPfT0BkKgDz2q6MdDo1_QR1TzzjXuebFHNgw0AfdXdZc8nZ89zi4n17cXV7OT6wkIUcYJB5MAJmUtjJYMRV4boTkvWKJrLrQ2iRAAacYKQJMlkBWYZULUShTaZFrKXXK0zB15vQ4YYtXaoLBpoEM3hEpyIVmepWk-StOlVHkXgkdT9d624BcVZ9U3-GoEX_2Br1bgR9_hasVQt6j_XL-kRwFfCn78bvDd-PE_oV_nO5bu</recordid><startdate>20241206</startdate><enddate>20241206</enddate><creator>Xiao, Ying</creator><creator>Lu, Jie</creator><creator>Xu, Suyan</creator><creator>Wu, Zhinian</creator><creator>Wang, Wei</creator><creator>Ji, Ru</creator><creator>Guo, Tingyu</creator><creator>Qi, Zeqiang</creator><creator>Tong, Hua</creator><creator>Wang, Yadong</creator><creator>Zhao, Caiyan</creator><general>American Chemical Society</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>7X8</scope><orcidid>https://orcid.org/0000-0002-5466-5193</orcidid><orcidid>https://orcid.org/0000-0003-0140-0674</orcidid></search><sort><creationdate>20241206</creationdate><title>Metabolic Differences among Patients with Cirrhosis Using Q Exactive Hybrid Quadrupole Orbitrap Mass Spectrometry Technology</title><author>Xiao, Ying ; Lu, Jie ; Xu, Suyan ; Wu, Zhinian ; Wang, Wei ; Ji, Ru ; Guo, Tingyu ; Qi, Zeqiang ; Tong, Hua ; Wang, Yadong ; Zhao, Caiyan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a229t-1af4ae49b2fd30e27bf2d11804db12ddf422aa5608aef64a68e6622bc28df6d33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Acute-On-Chronic Liver Failure - blood</topic><topic>Acute-On-Chronic Liver Failure - metabolism</topic><topic>Adult</topic><topic>Aged</topic><topic>Biomarkers - blood</topic><topic>Case-Control Studies</topic><topic>Disease Progression</topic><topic>Female</topic><topic>Humans</topic><topic>Liver Cirrhosis - blood</topic><topic>Liver Cirrhosis - metabolism</topic><topic>Male</topic><topic>Mass Spectrometry - methods</topic><topic>Metabolome</topic><topic>Metabolomics - methods</topic><topic>Middle Aged</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Xiao, Ying</creatorcontrib><creatorcontrib>Lu, Jie</creatorcontrib><creatorcontrib>Xu, Suyan</creatorcontrib><creatorcontrib>Wu, Zhinian</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Ji, Ru</creatorcontrib><creatorcontrib>Guo, Tingyu</creatorcontrib><creatorcontrib>Qi, Zeqiang</creatorcontrib><creatorcontrib>Tong, Hua</creatorcontrib><creatorcontrib>Wang, Yadong</creatorcontrib><creatorcontrib>Zhao, Caiyan</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of proteome research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Xiao, Ying</au><au>Lu, Jie</au><au>Xu, Suyan</au><au>Wu, Zhinian</au><au>Wang, Wei</au><au>Ji, Ru</au><au>Guo, Tingyu</au><au>Qi, Zeqiang</au><au>Tong, Hua</au><au>Wang, Yadong</au><au>Zhao, Caiyan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolic Differences among Patients with Cirrhosis Using Q Exactive Hybrid Quadrupole Orbitrap Mass Spectrometry Technology</atitle><jtitle>Journal of proteome research</jtitle><addtitle>J. Proteome Res</addtitle><date>2024-12-06</date><risdate>2024</risdate><volume>23</volume><issue>12</issue><spage>5352</spage><epage>5359</epage><pages>5352-5359</pages><issn>1535-3893</issn><issn>1535-3907</issn><eissn>1535-3907</eissn><abstract>The hospitalization and mortality rates of patients gradually increase following the onset and progression of liver cirrhosis (LC). We aimed to help define clinical stage and better target interventions by detecting the expression of specific metabolites in patients with different stages of LC via Q Exactive hybrid quadrupole orbitrap mass spectrometry (UPLC-Q-Exactive) technology. This noninterventional observation case–control study involved 139 patients with LC or acute-on-chronic liver failure (ACLF) in a Chinese hospital between October 2022 and April 2023. Serum specimens were analyzed for multiple metabolite levels using UPLC-Q-Exactive. Data were processed to screen for differentially accumulated metabolites (DAMs). Short time-series expression miner (STEM) analysis and enrichment analysis were performed to assess cirrhosis progression biomarkers. Following univariate and multivariate analyses, a Venn diagram indicated nine significant DAMs in common among groups. STEM analysis showed 8′-hydroxyabscisic acid, HDCA, pyruvate-3-phosphate, indospicine, eplerenone, and DEHP as significant; their levels first peaked [Child–Turcotte–Pugh (CTP) class B peaked] and then decreased with CTP grade aggravation. Significant differences among 8′-hydroxyabscisic acid, eplerenone, and DEHP were observed among LC comorbidities and between subgroups. 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subjects | Acute-On-Chronic Liver Failure - blood Acute-On-Chronic Liver Failure - metabolism Adult Aged Biomarkers - blood Case-Control Studies Disease Progression Female Humans Liver Cirrhosis - blood Liver Cirrhosis - metabolism Male Mass Spectrometry - methods Metabolome Metabolomics - methods Middle Aged |
title | Metabolic Differences among Patients with Cirrhosis Using Q Exactive Hybrid Quadrupole Orbitrap Mass Spectrometry Technology |
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