Metabolite profiles associated with disease progression in influenza infection
We performed metabolomic profiling to identify metabolites that correlate with disease progression and death. We performed a study of adults hospitalized with Influenza A(H1N1)pdm09. Cases (n = 32) were defined by a composite outcome of death or transfer to the intensive care unit during the 60-day...
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description | We performed metabolomic profiling to identify metabolites that correlate with disease progression and death.
We performed a study of adults hospitalized with Influenza A(H1N1)pdm09. Cases (n = 32) were defined by a composite outcome of death or transfer to the intensive care unit during the 60-day follow-up period. Controls (n = 64) were survivors who did not require transfer to the ICU. Four hundred and eight metabolites from eight families were measured on plasma sample at enrollment using a mass spectrometry based Biocrates platform. Conditional logistic regression was used to summarize the association of the individual metabolites and families with the composite outcome and its major two components.
The ten metabolites with the strongest association with disease progression belonged to five different metabolite families with sphingolipids being the most common. The acylcarnitines, glycerides, sphingolipids and biogenic metabolite families had the largest odds ratios based on the composite endpoint. The tryptophan odds ratio for the composite is largely associated with death (OR 17.33: 95% CI, 1.60-187.76).
Individuals that develop disease progression when infected with Influenza H1N1 have a metabolite signature that differs from survivors. Low levels of tryptophan had a strong association with death.
ClinicalTrials.gov Identifier: NCT01056185. |
doi_str_mv | 10.1371/journal.pone.0247493 |
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We performed a study of adults hospitalized with Influenza A(H1N1)pdm09. Cases (n = 32) were defined by a composite outcome of death or transfer to the intensive care unit during the 60-day follow-up period. Controls (n = 64) were survivors who did not require transfer to the ICU. Four hundred and eight metabolites from eight families were measured on plasma sample at enrollment using a mass spectrometry based Biocrates platform. Conditional logistic regression was used to summarize the association of the individual metabolites and families with the composite outcome and its major two components.
The ten metabolites with the strongest association with disease progression belonged to five different metabolite families with sphingolipids being the most common. The acylcarnitines, glycerides, sphingolipids and biogenic metabolite families had the largest odds ratios based on the composite endpoint. The tryptophan odds ratio for the composite is largely associated with death (OR 17.33: 95% CI, 1.60-187.76).
Individuals that develop disease progression when infected with Influenza H1N1 have a metabolite signature that differs from survivors. Low levels of tryptophan had a strong association with death.
ClinicalTrials.gov Identifier: NCT01056185.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0247493</identifier><identifier>PMID: 33798209</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Amino acids ; Animal models ; Biochemistry ; Biology and Life Sciences ; Biomarkers ; Biophysics ; Carnitine - analogs & derivatives ; Carnitine - blood ; Carnitine - metabolism ; Case-Control Studies ; Catabolism ; Clinical outcomes ; Clinical trials ; Consent ; Critical care ; Data analysis ; Development and progression ; Disease Progression ; Division ; Editing ; Ethics ; Fatty acids ; Female ; Funding ; Glucocorticoids ; Glycerides - blood ; Glycerides - metabolism ; Health aspects ; Health care ; Hospitalization ; Humans ; Hypersensitivity ; Immunology ; Infections ; Infectious diseases ; Influenza ; Influenza A ; Influenza A Virus, H1N1 Subtype - isolation & purification ; Influenza A Virus, H1N1 Subtype - physiology ; Influenza, Human - blood ; Influenza, Human - diagnosis ; Influenza, Human - metabolism ; Intensive care ; Life sciences ; Lung diseases ; Male ; Mass spectrometry ; Mass spectroscopy ; Measurement ; Medical research ; Medicine ; Medicine and Health Sciences ; Metabolism ; Metabolites ; Metabolome ; Methodology ; Middle Aged ; Molecular biology ; NMR ; Nuclear magnetic resonance ; Perturbation ; Phospholipids ; Physical Sciences ; Physiological aspects ; Pneumonia ; Prognosis ; Public health ; Purines ; Pyrimidines ; Scientific imaging ; Sepsis ; Sleep ; Sphingolipids ; Sphingolipids - blood ; Sphingolipids - metabolism ; Tryptophan</subject><ispartof>PloS one, 2021-04, Vol.16 (4), p.e0247493</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication: https://creativecommons.org/publicdomain/zero/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-fc55ea2f7798a8cb17926370743fec17571cfc4638ebd29f885fee415ae9c18f3</citedby><cites>FETCH-LOGICAL-c692t-fc55ea2f7798a8cb17926370743fec17571cfc4638ebd29f885fee415ae9c18f3</cites><orcidid>0000-0001-9913-3409 ; 0000-0001-7569-2740 ; 0000-0002-0924-8745</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8018623/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8018623/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2100,2919,23857,27915,27916,53782,53784,79361,79362</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33798209$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Ratnasekhar, Ch</contributor><creatorcontrib>Wendt, Chris H</creatorcontrib><creatorcontrib>Castro-Pearson, Sandra</creatorcontrib><creatorcontrib>Proper, Jennifer</creatorcontrib><creatorcontrib>Pett, Sarah</creatorcontrib><creatorcontrib>Griffin, Timothy J</creatorcontrib><creatorcontrib>Kan, Virginia</creatorcontrib><creatorcontrib>Carbone, Javier</creatorcontrib><creatorcontrib>Koulouris, Nikolaos</creatorcontrib><creatorcontrib>Reilly, Cavan</creatorcontrib><creatorcontrib>Neaton, James D</creatorcontrib><creatorcontrib>INSIGHT FLU003 Plus Study Group</creatorcontrib><creatorcontrib>for the INSIGHT FLU003 Plus Study Group</creatorcontrib><title>Metabolite profiles associated with disease progression in influenza infection</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>We performed metabolomic profiling to identify metabolites that correlate with disease progression and death.
We performed a study of adults hospitalized with Influenza A(H1N1)pdm09. Cases (n = 32) were defined by a composite outcome of death or transfer to the intensive care unit during the 60-day follow-up period. Controls (n = 64) were survivors who did not require transfer to the ICU. Four hundred and eight metabolites from eight families were measured on plasma sample at enrollment using a mass spectrometry based Biocrates platform. Conditional logistic regression was used to summarize the association of the individual metabolites and families with the composite outcome and its major two components.
The ten metabolites with the strongest association with disease progression belonged to five different metabolite families with sphingolipids being the most common. The acylcarnitines, glycerides, sphingolipids and biogenic metabolite families had the largest odds ratios based on the composite endpoint. The tryptophan odds ratio for the composite is largely associated with death (OR 17.33: 95% CI, 1.60-187.76).
Individuals that develop disease progression when infected with Influenza H1N1 have a metabolite signature that differs from survivors. Low levels of tryptophan had a strong association with death.
ClinicalTrials.gov Identifier: NCT01056185.</description><subject>Adult</subject><subject>Amino acids</subject><subject>Animal models</subject><subject>Biochemistry</subject><subject>Biology and Life Sciences</subject><subject>Biomarkers</subject><subject>Biophysics</subject><subject>Carnitine - analogs & derivatives</subject><subject>Carnitine - blood</subject><subject>Carnitine - metabolism</subject><subject>Case-Control Studies</subject><subject>Catabolism</subject><subject>Clinical outcomes</subject><subject>Clinical trials</subject><subject>Consent</subject><subject>Critical care</subject><subject>Data analysis</subject><subject>Development and progression</subject><subject>Disease Progression</subject><subject>Division</subject><subject>Editing</subject><subject>Ethics</subject><subject>Fatty acids</subject><subject>Female</subject><subject>Funding</subject><subject>Glucocorticoids</subject><subject>Glycerides - blood</subject><subject>Glycerides - metabolism</subject><subject>Health aspects</subject><subject>Health care</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Hypersensitivity</subject><subject>Immunology</subject><subject>Infections</subject><subject>Infectious diseases</subject><subject>Influenza</subject><subject>Influenza A</subject><subject>Influenza A Virus, H1N1 Subtype - isolation & purification</subject><subject>Influenza A Virus, H1N1 Subtype - physiology</subject><subject>Influenza, Human - blood</subject><subject>Influenza, Human - diagnosis</subject><subject>Influenza, Human - metabolism</subject><subject>Intensive care</subject><subject>Life sciences</subject><subject>Lung diseases</subject><subject>Male</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Measurement</subject><subject>Medical research</subject><subject>Medicine</subject><subject>Medicine and Health Sciences</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Metabolome</subject><subject>Methodology</subject><subject>Middle Aged</subject><subject>Molecular biology</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Perturbation</subject><subject>Phospholipids</subject><subject>Physical Sciences</subject><subject>Physiological aspects</subject><subject>Pneumonia</subject><subject>Prognosis</subject><subject>Public health</subject><subject>Purines</subject><subject>Pyrimidines</subject><subject>Scientific imaging</subject><subject>Sepsis</subject><subject>Sleep</subject><subject>Sphingolipids</subject><subject>Sphingolipids - 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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>Wendt, Chris H</au><au>Castro-Pearson, Sandra</au><au>Proper, Jennifer</au><au>Pett, Sarah</au><au>Griffin, Timothy J</au><au>Kan, Virginia</au><au>Carbone, Javier</au><au>Koulouris, Nikolaos</au><au>Reilly, Cavan</au><au>Neaton, James D</au><au>Ratnasekhar, Ch</au><aucorp>INSIGHT FLU003 Plus Study Group</aucorp><aucorp>for the INSIGHT FLU003 Plus Study Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolite profiles associated with disease progression in influenza infection</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2021-04-02</date><risdate>2021</risdate><volume>16</volume><issue>4</issue><spage>e0247493</spage><pages>e0247493-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>We performed metabolomic profiling to identify metabolites that correlate with disease progression and death.
We performed a study of adults hospitalized with Influenza A(H1N1)pdm09. Cases (n = 32) were defined by a composite outcome of death or transfer to the intensive care unit during the 60-day follow-up period. Controls (n = 64) were survivors who did not require transfer to the ICU. Four hundred and eight metabolites from eight families were measured on plasma sample at enrollment using a mass spectrometry based Biocrates platform. Conditional logistic regression was used to summarize the association of the individual metabolites and families with the composite outcome and its major two components.
The ten metabolites with the strongest association with disease progression belonged to five different metabolite families with sphingolipids being the most common. The acylcarnitines, glycerides, sphingolipids and biogenic metabolite families had the largest odds ratios based on the composite endpoint. The tryptophan odds ratio for the composite is largely associated with death (OR 17.33: 95% CI, 1.60-187.76).
Individuals that develop disease progression when infected with Influenza H1N1 have a metabolite signature that differs from survivors. Low levels of tryptophan had a strong association with death.
ClinicalTrials.gov Identifier: NCT01056185.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>33798209</pmid><doi>10.1371/journal.pone.0247493</doi><tpages>e0247493</tpages><orcidid>https://orcid.org/0000-0001-9913-3409</orcidid><orcidid>https://orcid.org/0000-0001-7569-2740</orcidid><orcidid>https://orcid.org/0000-0002-0924-8745</orcidid><oa>free_for_read</oa></addata></record> |
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identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2021-04, Vol.16 (4), p.e0247493 |
issn | 1932-6203 1932-6203 |
language | eng |
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source | Public Library of Science (PLoS) Journals Open Access; PubMed (Medline); MEDLINE; Directory of Open Access Journals; Free Full-Text Journals in Chemistry; EZB Electronic Journals Library |
subjects | Adult Amino acids Animal models Biochemistry Biology and Life Sciences Biomarkers Biophysics Carnitine - analogs & derivatives Carnitine - blood Carnitine - metabolism Case-Control Studies Catabolism Clinical outcomes Clinical trials Consent Critical care Data analysis Development and progression Disease Progression Division Editing Ethics Fatty acids Female Funding Glucocorticoids Glycerides - blood Glycerides - metabolism Health aspects Health care Hospitalization Humans Hypersensitivity Immunology Infections Infectious diseases Influenza Influenza A Influenza A Virus, H1N1 Subtype - isolation & purification Influenza A Virus, H1N1 Subtype - physiology Influenza, Human - blood Influenza, Human - diagnosis Influenza, Human - metabolism Intensive care Life sciences Lung diseases Male Mass spectrometry Mass spectroscopy Measurement Medical research Medicine Medicine and Health Sciences Metabolism Metabolites Metabolome Methodology Middle Aged Molecular biology NMR Nuclear magnetic resonance Perturbation Phospholipids Physical Sciences Physiological aspects Pneumonia Prognosis Public health Purines Pyrimidines Scientific imaging Sepsis Sleep Sphingolipids Sphingolipids - blood Sphingolipids - metabolism Tryptophan |
title | Metabolite profiles associated with disease progression in influenza infection |
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