Plasma levels of carboxylic acids are markers of early kidney dysfunction in young people with type 1 diabetes

被引:6
作者
Vigers, Timothy [1 ,2 ]
Vinovskis, Carissa [1 ]
Li, Lu-Ping [3 ]
Prasad, Pottumarthi [3 ]
Heerspink, Hiddo [4 ]
D'Alessandro, Angelo [5 ]
Reisz, Julie A. [5 ]
Piani, Federica [1 ]
Cherney, David Z. [6 ]
van Raalte, Daniel H. [7 ]
Nadeau, Kristen J. [1 ]
Pavkov, Meda E. [8 ]
Nelson, Robert G. [9 ]
Pyle, Laura [1 ,2 ]
Bjornstad, Petter [1 ,10 ]
机构
[1] Univ Colorado, Dept Pediat, Sect Endocrinol, Sch Med, Aurora, CO 80045 USA
[2] Colorado Sch Publ Hlth, Dept Biostat & Informat, 13123 E 16th Ave,A036-B265, Aurora, CO 80045 USA
[3] NorthShore Univ Hlth Syst, Dept Radiol, Evanston, IL USA
[4] Univ Groningen, Univ Med Ctr Groningen, Dept Clin Pharm & Pharmacol, Groningen, Netherlands
[5] Univ Colorado, Dept Biochem & Mol Genet, Sch Med, Aurora, CO USA
[6] Univ Toronto, Dept Med, Div Nephrol, Sch Med, Toronto, ON, Canada
[7] Amsterdam Univ Med Ctr, Diabet Ctr, Dept Internal Med, Locat VUmc, Amsterdam, Netherlands
[8] Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA USA
[9] NIDDK, Clin Diabet & Nutr Sect, Phoenix Epidemiol & Clin Res Branch, 4212 N 16Th St, Phoenix, AZ 85016 USA
[10] Univ Colorado, Dept Med, Div Nephrol, Sch Med, Aurora, CO USA
关键词
Type; 1; diabetes; Plasma metabolomics; Elevated albumin excretion; Kidney oxygenation; Hyperfiltration; Blood oxygen level dependent (BOLD) magnetic resonance imaging (MRI); CHAIN AMINO-ACIDS; GLOMERULAR-FILTRATION-RATE; INSULIN-RESISTANCE; RENAL-DISEASE; METABOLOMICS; MORTALITY; METABOLISM; MECHANISMS; ENERGETICS; PATHWAY;
D O I
10.1007/s00467-022-05531-3
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Background We compared plasma metabolites of amino acid oxidation and the tricarboxylic acid (TCA) cycle in youth with and without type 1 diabetes mellitus (T1DM) and related the metabolites to glomerular filtration rate (GFR), renal plasma flow (RPF), and albuminuria. Metabolites associated with impaired kidney function may warrant future study as potential biomarkers or even future interventions to improve kidney bioenergetics. Methods Metabolomic profiling of fasting plasma samples using a targeted panel of 644 metabolites and an untargeted panel of 19,777 metabolites was performed in 50 youth with T1DM <= 10 years and 20 controls. GFR and RPF were ascertained by iohexol and p-aminohippurate clearance, and albuminuria calculated as urine albumin to creatinine ratio. Sparse partial least squares discriminant analysis and moderated t tests were used to identify metabolites associated with GFR and RPF. Results Adolescents with and without T1DM were similar in age (16.1 +/- 3.0 vs. 16.1 +/- 2.9 years) and BMI (23.4 +/- 5.1 vs. 22.7 +/- 3.7 kg/ m(2)), but those with T1DM had higher GFR (189 +/- 40 vs. 136 +/- 22 ml/min) and RPF (820 +/- 125 vs. 615 +/- 65 ml/min). Metabolites of amino acid oxidation and the TCA cycle were significantly lower in adolescents with T1DM vs. controls, and the measured metabolites were able to discriminate diabetes status with an AUC of 0.82 (95% CI: 0.71, 0.93) and error rate of 0.21. Lower glycine (r:-0.33, q= 0.01), histidine (r:-0.45, q < 0.001), methionine (r: -0.29, q = 0.02), phenylalanine (r: -0.29, q = 0.01), serine (r: -0.42, q < 0.001), threonine (r: -0.28, q= 0.02), citrate (r: -0.35, q = 0.003), fumarate (r: -0.24, q = 0.04), and malate (r: -0.29, q= 0.02) correlated with higher GFR. Lower glycine (r: -0.28, q= 0.04), phenylalanine (r: -0.3 q= 0.03), fumarate (r: -0.29, q= 0.04), and malate (r: -0.5, q < 0.001) correlated with higher RPF. Lower histidine (r: -0.28, q= 0.02) was correlated with higher mean ACR. Conclusions In conclusion, adolescents with relatively short T1DM duration exhibited lower plasma levels of carboxylic acids that associated with hyperfiltration and hyperperfusion.
引用
收藏
页码:193 / 202
页数:10
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