Exacerbation-prone pediatric asthma is associated with arginine, lysine, and methionine pathway alterations
The asthma of some children remains poorly controlled, with recurrent exacerbations despite treatment with inhaled corticosteroids. Aside from prior exacerbations, there are currently no reliable predictors of exacerbation-prone asthma in these children and only a limited understanding of the potent...
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Veröffentlicht in: | Journal of allergy and clinical immunology 2023-01, Vol.151 (1), p.118-127.e10 |
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container_title | Journal of allergy and clinical immunology |
container_volume | 151 |
creator | Cottrill, Kirsten A. Stephenson, Susan T. Mohammad, Ahmad F. Kim, Susan O. McCarty, Nael A. Kamaleswaran, Rishikesan Fitzpatrick, Anne M. Chandler, Joshua D. |
description | The asthma of some children remains poorly controlled, with recurrent exacerbations despite treatment with inhaled corticosteroids. Aside from prior exacerbations, there are currently no reliable predictors of exacerbation-prone asthma in these children and only a limited understanding of the potential underlying mechanisms.
We sought to quantify small molecules in the plasma of children with exacerbation-prone asthma through mass spectrometry–based metabolomics. We hypothesized that the plasma metabolome of these children would differ from that of children with non–exacerbation-prone asthma.
Plasma metabolites were extracted from 4 pediatric asthma cohorts (215 total subjects, with 41 having exacerbation-prone asthma) and detected with a mass spectrometer. High-confidence annotations were retained for univariate analysis and were confirmed by a sensitivity analysis in subjects receiving high-dose inhaled corticosteroids. Metabolites that varied by cohort were excluded. MetaboAnalyst software was used to identify pathways of interest. Concentrations were calculated by reference standardization.
We identified 32 unique, cohort-independent metabolites that differed in children with exacerbation-prone asthma compared to children with non–exacerbation-prone asthma. Comparison of metabolite concentrations to literature-reported values for healthy children revealed that most metabolites were decreased in both asthma groups, but more so in exacerbation-prone asthma. Pathway analysis identified arginine, lysine, and methionine pathways as most impacted.
Several plasma metabolites are perturbed in children with exacerbation-prone asthma and are largely related to arginine, lysine, and methionine pathways. While validation is needed, plasma metabolites may be potential biomarkers for exacerbation-prone asthma in children. |
doi_str_mv | 10.1016/j.jaci.2022.07.027 |
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We sought to quantify small molecules in the plasma of children with exacerbation-prone asthma through mass spectrometry–based metabolomics. We hypothesized that the plasma metabolome of these children would differ from that of children with non–exacerbation-prone asthma.
Plasma metabolites were extracted from 4 pediatric asthma cohorts (215 total subjects, with 41 having exacerbation-prone asthma) and detected with a mass spectrometer. High-confidence annotations were retained for univariate analysis and were confirmed by a sensitivity analysis in subjects receiving high-dose inhaled corticosteroids. Metabolites that varied by cohort were excluded. MetaboAnalyst software was used to identify pathways of interest. Concentrations were calculated by reference standardization.
We identified 32 unique, cohort-independent metabolites that differed in children with exacerbation-prone asthma compared to children with non–exacerbation-prone asthma. Comparison of metabolite concentrations to literature-reported values for healthy children revealed that most metabolites were decreased in both asthma groups, but more so in exacerbation-prone asthma. Pathway analysis identified arginine, lysine, and methionine pathways as most impacted.
Several plasma metabolites are perturbed in children with exacerbation-prone asthma and are largely related to arginine, lysine, and methionine pathways. While validation is needed, plasma metabolites may be potential biomarkers for exacerbation-prone asthma in children.</description><identifier>ISSN: 0091-6749</identifier><identifier>ISSN: 1097-6825</identifier><identifier>EISSN: 1097-6825</identifier><identifier>DOI: 10.1016/j.jaci.2022.07.027</identifier><identifier>PMID: 36096204</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adrenal Cortex Hormones - therapeutic use ; Arginine ; Asthma ; Asthma - drug therapy ; Child ; exacerbation prone ; Humans ; lysine ; Lysine - therapeutic use ; metabolomics ; methionine ; Methionine - therapeutic use ; pediatric ; plasma ; Racemethionine</subject><ispartof>Journal of allergy and clinical immunology, 2023-01, Vol.151 (1), p.118-127.e10</ispartof><rights>2022 American Academy of Allergy, Asthma & Immunology</rights><rights>Copyright © 2022 American Academy of Allergy, Asthma & Immunology. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3707-fc969dcb6c83f52d3fa70040c5ea47af3836668f10821a345dacf72bc077c4f23</citedby><cites>FETCH-LOGICAL-c3707-fc969dcb6c83f52d3fa70040c5ea47af3836668f10821a345dacf72bc077c4f23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0091674922011277$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36096204$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cottrill, Kirsten A.</creatorcontrib><creatorcontrib>Stephenson, Susan T.</creatorcontrib><creatorcontrib>Mohammad, Ahmad F.</creatorcontrib><creatorcontrib>Kim, Susan O.</creatorcontrib><creatorcontrib>McCarty, Nael A.</creatorcontrib><creatorcontrib>Kamaleswaran, Rishikesan</creatorcontrib><creatorcontrib>Fitzpatrick, Anne M.</creatorcontrib><creatorcontrib>Chandler, Joshua D.</creatorcontrib><title>Exacerbation-prone pediatric asthma is associated with arginine, lysine, and methionine pathway alterations</title><title>Journal of allergy and clinical immunology</title><addtitle>J Allergy Clin Immunol</addtitle><description>The asthma of some children remains poorly controlled, with recurrent exacerbations despite treatment with inhaled corticosteroids. Aside from prior exacerbations, there are currently no reliable predictors of exacerbation-prone asthma in these children and only a limited understanding of the potential underlying mechanisms.
We sought to quantify small molecules in the plasma of children with exacerbation-prone asthma through mass spectrometry–based metabolomics. We hypothesized that the plasma metabolome of these children would differ from that of children with non–exacerbation-prone asthma.
Plasma metabolites were extracted from 4 pediatric asthma cohorts (215 total subjects, with 41 having exacerbation-prone asthma) and detected with a mass spectrometer. High-confidence annotations were retained for univariate analysis and were confirmed by a sensitivity analysis in subjects receiving high-dose inhaled corticosteroids. Metabolites that varied by cohort were excluded. MetaboAnalyst software was used to identify pathways of interest. Concentrations were calculated by reference standardization.
We identified 32 unique, cohort-independent metabolites that differed in children with exacerbation-prone asthma compared to children with non–exacerbation-prone asthma. Comparison of metabolite concentrations to literature-reported values for healthy children revealed that most metabolites were decreased in both asthma groups, but more so in exacerbation-prone asthma. Pathway analysis identified arginine, lysine, and methionine pathways as most impacted.
Several plasma metabolites are perturbed in children with exacerbation-prone asthma and are largely related to arginine, lysine, and methionine pathways. While validation is needed, plasma metabolites may be potential biomarkers for exacerbation-prone asthma in children.</description><subject>Adrenal Cortex Hormones - therapeutic use</subject><subject>Arginine</subject><subject>Asthma</subject><subject>Asthma - drug therapy</subject><subject>Child</subject><subject>exacerbation prone</subject><subject>Humans</subject><subject>lysine</subject><subject>Lysine - therapeutic use</subject><subject>metabolomics</subject><subject>methionine</subject><subject>Methionine - therapeutic use</subject><subject>pediatric</subject><subject>plasma</subject><subject>Racemethionine</subject><issn>0091-6749</issn><issn>1097-6825</issn><issn>1097-6825</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kU1v1DAQhi0EokvhD3BAOXJowsRO7FhCSKgqH1KlXsrZmnUmjZckXmxvy_77erulggun8cc7j615GHtbQ1VDLT9sqg1aV3HgvAJVAVfP2KoGrUrZ8fY5WwHoupSq0SfsVYwbyHvR6ZfsREjQkkOzYj8vfqOlsMbk_FJug1-o2FLvMAVnC4xpnLFwMa-it_mU-uLOpbHAcOMWt9BZMe3jQ8WlL2ZKY-a4AwTTeIf7AqdE4YEeX7MXA06R3jzWU_bjy8X1-bfy8urr9_PPl6UVClQ5WC11b9fSdmJoeS8GVAAN2JawUTiITkgpu6GGjtcomrZHOyi-tqCUbQYuTtmnI3e7W8_UW1pSwMlsg5sx7I1HZ_69Wdxobvyt0XlsUjQZ8P4REPyvHcVkZhctTRMu5HfRcFU30GrBuxzlx6gNPsZAw9MzNZiDJbMxB0vmYMmAMtlSbnr39wefWv5oyYGPxwDlMd06CiZaR4vNYgLZZHrv_se_B_XrpqA</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Cottrill, Kirsten A.</creator><creator>Stephenson, Susan T.</creator><creator>Mohammad, Ahmad F.</creator><creator>Kim, Susan O.</creator><creator>McCarty, Nael A.</creator><creator>Kamaleswaran, Rishikesan</creator><creator>Fitzpatrick, Anne M.</creator><creator>Chandler, Joshua D.</creator><general>Elsevier 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>7X8</scope><scope>5PM</scope></search><sort><creationdate>20230101</creationdate><title>Exacerbation-prone pediatric asthma is associated with arginine, lysine, and methionine pathway alterations</title><author>Cottrill, Kirsten A. ; Stephenson, Susan T. ; Mohammad, Ahmad F. ; Kim, Susan O. ; McCarty, Nael A. ; Kamaleswaran, Rishikesan ; Fitzpatrick, Anne M. ; Chandler, Joshua D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3707-fc969dcb6c83f52d3fa70040c5ea47af3836668f10821a345dacf72bc077c4f23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adrenal Cortex Hormones - therapeutic use</topic><topic>Arginine</topic><topic>Asthma</topic><topic>Asthma - drug therapy</topic><topic>Child</topic><topic>exacerbation prone</topic><topic>Humans</topic><topic>lysine</topic><topic>Lysine - therapeutic use</topic><topic>metabolomics</topic><topic>methionine</topic><topic>Methionine - therapeutic use</topic><topic>pediatric</topic><topic>plasma</topic><topic>Racemethionine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cottrill, Kirsten A.</creatorcontrib><creatorcontrib>Stephenson, Susan T.</creatorcontrib><creatorcontrib>Mohammad, Ahmad F.</creatorcontrib><creatorcontrib>Kim, Susan O.</creatorcontrib><creatorcontrib>McCarty, Nael A.</creatorcontrib><creatorcontrib>Kamaleswaran, Rishikesan</creatorcontrib><creatorcontrib>Fitzpatrick, Anne M.</creatorcontrib><creatorcontrib>Chandler, Joshua D.</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of allergy and clinical immunology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cottrill, Kirsten A.</au><au>Stephenson, Susan T.</au><au>Mohammad, Ahmad F.</au><au>Kim, Susan O.</au><au>McCarty, Nael A.</au><au>Kamaleswaran, Rishikesan</au><au>Fitzpatrick, Anne M.</au><au>Chandler, Joshua D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exacerbation-prone pediatric asthma is associated with arginine, lysine, and methionine pathway alterations</atitle><jtitle>Journal of allergy and clinical immunology</jtitle><addtitle>J Allergy Clin Immunol</addtitle><date>2023-01-01</date><risdate>2023</risdate><volume>151</volume><issue>1</issue><spage>118</spage><epage>127.e10</epage><pages>118-127.e10</pages><issn>0091-6749</issn><issn>1097-6825</issn><eissn>1097-6825</eissn><abstract>The asthma of some children remains poorly controlled, with recurrent exacerbations despite treatment with inhaled corticosteroids. Aside from prior exacerbations, there are currently no reliable predictors of exacerbation-prone asthma in these children and only a limited understanding of the potential underlying mechanisms.
We sought to quantify small molecules in the plasma of children with exacerbation-prone asthma through mass spectrometry–based metabolomics. We hypothesized that the plasma metabolome of these children would differ from that of children with non–exacerbation-prone asthma.
Plasma metabolites were extracted from 4 pediatric asthma cohorts (215 total subjects, with 41 having exacerbation-prone asthma) and detected with a mass spectrometer. High-confidence annotations were retained for univariate analysis and were confirmed by a sensitivity analysis in subjects receiving high-dose inhaled corticosteroids. Metabolites that varied by cohort were excluded. MetaboAnalyst software was used to identify pathways of interest. Concentrations were calculated by reference standardization.
We identified 32 unique, cohort-independent metabolites that differed in children with exacerbation-prone asthma compared to children with non–exacerbation-prone asthma. Comparison of metabolite concentrations to literature-reported values for healthy children revealed that most metabolites were decreased in both asthma groups, but more so in exacerbation-prone asthma. Pathway analysis identified arginine, lysine, and methionine pathways as most impacted.
Several plasma metabolites are perturbed in children with exacerbation-prone asthma and are largely related to arginine, lysine, and methionine pathways. While validation is needed, plasma metabolites may be potential biomarkers for exacerbation-prone asthma in children.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>36096204</pmid><doi>10.1016/j.jaci.2022.07.027</doi><oa>free_for_read</oa></addata></record> |
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subjects | Adrenal Cortex Hormones - therapeutic use Arginine Asthma Asthma - drug therapy Child exacerbation prone Humans lysine Lysine - therapeutic use metabolomics methionine Methionine - therapeutic use pediatric plasma Racemethionine |
title | Exacerbation-prone pediatric asthma is associated with arginine, lysine, and methionine pathway alterations |
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