Metabolite Biomarkers of CKD Progression in Children

Metabolomics facilitates the discovery of biomarkers and potential therapeutic targets for CKD progression. We evaluated an untargeted metabolomics quantification of stored plasma samples from 645 Chronic Kidney Disease in Children (CKiD) participants. Metabolites were standardized and logarithmical...

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Veröffentlicht in:Clinical journal of the American Society of Nephrology 2021-08, Vol.16 (8), p.1178-1189
Hauptverfasser: Denburg, Michelle R, Xu, Yunwen, Abraham, Alison G, Coresh, Josef, Chen, Jingsha, Grams, Morgan E, Feldman, Harold I, Kimmel, Paul L, Rebholz, Casey M, Rhee, Eugene P, Vasan, Ramachandran S, Warady, Bradley A, Furth, Susan L
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container_issue 8
container_start_page 1178
container_title Clinical journal of the American Society of Nephrology
container_volume 16
creator Denburg, Michelle R
Xu, Yunwen
Abraham, Alison G
Coresh, Josef
Chen, Jingsha
Grams, Morgan E
Feldman, Harold I
Kimmel, Paul L
Rebholz, Casey M
Rhee, Eugene P
Vasan, Ramachandran S
Warady, Bradley A
Furth, Susan L
description Metabolomics facilitates the discovery of biomarkers and potential therapeutic targets for CKD progression. We evaluated an untargeted metabolomics quantification of stored plasma samples from 645 Chronic Kidney Disease in Children (CKiD) participants. Metabolites were standardized and logarithmically transformed. Cox proportional hazards regression examined the association between 825 nondrug metabolites and progression to the composite outcome of KRT or 50% reduction of eGFR, adjusting for age, sex, race, body mass index, hypertension, glomerular versus nonglomerular diagnosis, proteinuria, and baseline eGFR. Stratified analyses were performed within subgroups of glomerular/nonglomerular diagnosis and baseline eGFR. Baseline characteristics were 391 (61%) male; median age 12 years; median eGFR 54 ml/min per 1.73 m ; 448 (69%) nonglomerular diagnosis. Over a median follow-up of 4.8 years, 209 (32%) participants developed the composite outcome. Unique association signals were identified in subgroups of baseline eGFR. Among participants with baseline eGFR ≥60 ml/min per 1.73 m , two-fold higher levels of seven metabolites were significantly associated with higher hazards of KRT/halving of eGFR events: three involved in purine and pyrimidine metabolism (N6-carbamoylthreonyladenosine, hazard ratio, 16; 95% confidence interval, 4 to 60; 5,6-dihydrouridine, hazard ratio, 17; 95% confidence interval, 5 to 55; pseudouridine, hazard ratio, 39; 95% confidence interval, 8 to 200); two amino acids, C-glycosyltryptophan, hazard ratio, 24; 95% confidence interval 6 to 95 and lanthionine, hazard ratio, 3; 95% confidence interval, 2 to 5; the tricarboxylic acid cycle intermediate 2-methylcitrate/homocitrate, hazard ratio, 4; 95% confidence interval, 2 to 7; and gulonate, hazard ratio, 10; 95% confidence interval, 3 to 29. Among those with baseline eGFR
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We evaluated an untargeted metabolomics quantification of stored plasma samples from 645 Chronic Kidney Disease in Children (CKiD) participants. Metabolites were standardized and logarithmically transformed. Cox proportional hazards regression examined the association between 825 nondrug metabolites and progression to the composite outcome of KRT or 50% reduction of eGFR, adjusting for age, sex, race, body mass index, hypertension, glomerular versus nonglomerular diagnosis, proteinuria, and baseline eGFR. Stratified analyses were performed within subgroups of glomerular/nonglomerular diagnosis and baseline eGFR. Baseline characteristics were 391 (61%) male; median age 12 years; median eGFR 54 ml/min per 1.73 m ; 448 (69%) nonglomerular diagnosis. Over a median follow-up of 4.8 years, 209 (32%) participants developed the composite outcome. Unique association signals were identified in subgroups of baseline eGFR. Among participants with baseline eGFR ≥60 ml/min per 1.73 m , two-fold higher levels of seven metabolites were significantly associated with higher hazards of KRT/halving of eGFR events: three involved in purine and pyrimidine metabolism (N6-carbamoylthreonyladenosine, hazard ratio, 16; 95% confidence interval, 4 to 60; 5,6-dihydrouridine, hazard ratio, 17; 95% confidence interval, 5 to 55; pseudouridine, hazard ratio, 39; 95% confidence interval, 8 to 200); two amino acids, C-glycosyltryptophan, hazard ratio, 24; 95% confidence interval 6 to 95 and lanthionine, hazard ratio, 3; 95% confidence interval, 2 to 5; the tricarboxylic acid cycle intermediate 2-methylcitrate/homocitrate, hazard ratio, 4; 95% confidence interval, 2 to 7; and gulonate, hazard ratio, 10; 95% confidence interval, 3 to 29. Among those with baseline eGFR &lt;60 ml/min per 1.73 m , a higher level of tetrahydrocortisol sulfate was associated with lower risk of progression (hazard ratio, 0.8; 95% confidence interval, 0.7 to 0.9). 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Among participants with baseline eGFR ≥60 ml/min per 1.73 m , two-fold higher levels of seven metabolites were significantly associated with higher hazards of KRT/halving of eGFR events: three involved in purine and pyrimidine metabolism (N6-carbamoylthreonyladenosine, hazard ratio, 16; 95% confidence interval, 4 to 60; 5,6-dihydrouridine, hazard ratio, 17; 95% confidence interval, 5 to 55; pseudouridine, hazard ratio, 39; 95% confidence interval, 8 to 200); two amino acids, C-glycosyltryptophan, hazard ratio, 24; 95% confidence interval 6 to 95 and lanthionine, hazard ratio, 3; 95% confidence interval, 2 to 5; the tricarboxylic acid cycle intermediate 2-methylcitrate/homocitrate, hazard ratio, 4; 95% confidence interval, 2 to 7; and gulonate, hazard ratio, 10; 95% confidence interval, 3 to 29. Among those with baseline eGFR &lt;60 ml/min per 1.73 m , a higher level of tetrahydrocortisol sulfate was associated with lower risk of progression (hazard ratio, 0.8; 95% confidence interval, 0.7 to 0.9). 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derivatives</subject><subject>Tryptophan - blood</subject><subject>Uridine - analogs &amp; derivatives</subject><subject>Uridine - blood</subject><issn>1555-9041</issn><issn>1555-905X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkDlPAzEQRi0EIhDoqNGWFCT4TLwNEiw34ShAorO89jgxbNbB3iDx71mUQ1DNSPP0zaeH0AHBfUqJOCnuHvsYU4oJJRtohwghejkWb5vrnZMO2k3pHWPOGRXbqMM4G9ChFDuIP0Cjy1D5BrJzH6Y6fkBMWXBZcX-RPccwjpCSD3Xm66yY-MpGqPfQltNVgv3l7KLXq8uX4qY3erq-Lc5GPcMkb3racucw1tJJqUvGpeS6JCWnFtucgJR2MDTWMW4hJ1ZTw3IDHJgw3GrtNOui00XubF5OwRqom6grNYu-7fmtgvbq_6X2EzUOX0pyIbCQbcDRMiCGzzmkRk19MlBVuoYwT4oKkXMm8gFr0eMFamJIKYJbvyFY_YpWrWi1Et3ih3-rreGVWfYDXE55xQ</recordid><startdate>202108</startdate><enddate>202108</enddate><creator>Denburg, Michelle R</creator><creator>Xu, Yunwen</creator><creator>Abraham, Alison G</creator><creator>Coresh, Josef</creator><creator>Chen, Jingsha</creator><creator>Grams, Morgan E</creator><creator>Feldman, Harold I</creator><creator>Kimmel, Paul L</creator><creator>Rebholz, Casey M</creator><creator>Rhee, Eugene P</creator><creator>Vasan, Ramachandran S</creator><creator>Warady, Bradley A</creator><creator>Furth, Susan L</creator><general>American Society of Nephrology</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><orcidid>https://orcid.org/0000-0002-4598-0669</orcidid><orcidid>https://orcid.org/0000-0002-5946-2272</orcidid></search><sort><creationdate>202108</creationdate><title>Metabolite Biomarkers of CKD Progression in Children</title><author>Denburg, Michelle R ; 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We evaluated an untargeted metabolomics quantification of stored plasma samples from 645 Chronic Kidney Disease in Children (CKiD) participants. Metabolites were standardized and logarithmically transformed. Cox proportional hazards regression examined the association between 825 nondrug metabolites and progression to the composite outcome of KRT or 50% reduction of eGFR, adjusting for age, sex, race, body mass index, hypertension, glomerular versus nonglomerular diagnosis, proteinuria, and baseline eGFR. Stratified analyses were performed within subgroups of glomerular/nonglomerular diagnosis and baseline eGFR. Baseline characteristics were 391 (61%) male; median age 12 years; median eGFR 54 ml/min per 1.73 m ; 448 (69%) nonglomerular diagnosis. Over a median follow-up of 4.8 years, 209 (32%) participants developed the composite outcome. Unique association signals were identified in subgroups of baseline eGFR. Among participants with baseline eGFR ≥60 ml/min per 1.73 m , two-fold higher levels of seven metabolites were significantly associated with higher hazards of KRT/halving of eGFR events: three involved in purine and pyrimidine metabolism (N6-carbamoylthreonyladenosine, hazard ratio, 16; 95% confidence interval, 4 to 60; 5,6-dihydrouridine, hazard ratio, 17; 95% confidence interval, 5 to 55; pseudouridine, hazard ratio, 39; 95% confidence interval, 8 to 200); two amino acids, C-glycosyltryptophan, hazard ratio, 24; 95% confidence interval 6 to 95 and lanthionine, hazard ratio, 3; 95% confidence interval, 2 to 5; the tricarboxylic acid cycle intermediate 2-methylcitrate/homocitrate, hazard ratio, 4; 95% confidence interval, 2 to 7; and gulonate, hazard ratio, 10; 95% confidence interval, 3 to 29. 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subjects Adenosine - analogs & derivatives
Adenosine - blood
Adolescent
Alanine - analogs & derivatives
Alanine - blood
Biomarkers - blood
Child
Citrates - blood
Disease Progression
Female
Follow-Up Studies
Glomerular Filtration Rate
Humans
Hydrocortisone - analogs & derivatives
Hydrocortisone - blood
Male
Metabolomics
Original
Prospective Studies
Pseudouridine - blood
Renal Insufficiency, Chronic - blood
Renal Insufficiency, Chronic - physiopathology
Renal Insufficiency, Chronic - therapy
Renal Replacement Therapy
Sugar Acids - blood
Sulfides - blood
Tryptophan - analogs & derivatives
Tryptophan - blood
Uridine - analogs & derivatives
Uridine - blood
title Metabolite Biomarkers of CKD Progression in Children
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