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Title: | Metabolites related to eGFR: Evaluation of candidate molecules for GFR estimation using untargeted metabolomics |
Authors: | TITAN, S. M.; VENTURINI, G.; PADILHA, K.; TAVARES, G.; ZATZ, R.; BENSENOR, I; LOTUFO, P. A.; RHEE, E. P.; I, R. Thadhani; PEREIRA, A. C. |
Citation: | CLINICA CHIMICA ACTA, v.489, p.242-248, 2019 |
Abstract: | Background: Metabolomics can be used to identify novel metabolites related to renal function and that could therefore be used for estimating GFR. We evaluated metabolites replicated and related to eGFR in 3 studies (CKD) and general population). Methods: Metabolomics was performed by GC-MS. The Progredir Cohort (n = 454, class 3 and 4 CKD) was used as the derivation study and adjusted linear regression models on eGFR-CKDEPI were built. Bonferroni correction was applied for selecting metabolites to be independently validated in the Diabetic Nephropathy Study (n = 56 macroalbuminuric DN) and in the Baependi Heart Study (BHS, n = 1145, general population). Results: In the Progredir Cohort, 72 metabolites where associated with eGFR. Of those, 11 were also significantly associated to eGFR in the DN Study and 8 in the BHS. Four metabolites were replicated and significantly associated to eGFR in all 3 studies: D-threitol, myo-inositol, 4-deoxierythronic acid and galacturonic acid. In addition, pseudouridine was strongly correlated to eGFR only in the 2 CKD populations. Conclusions: Our results demonstrate metabolites that are potential biomarkers of renal function: D-threitol, myo-inositol, 4-deoxierythronic acid, galacturonic acid and pseudouridine. Further investigation is needed to determine their performance against otherwise gold-standard methods, most notably among those with normal eGFR. |
Appears in Collections: | Artigos e Materiais de Revistas Científicas - FM/MCM Artigos e Materiais de Revistas Científicas - HC/ICHC Artigos e Materiais de Revistas Científicas - HC/InCor Artigos e Materiais de Revistas Científicas - LIM/13 Artigos e Materiais de Revistas Científicas - LIM/16 Artigos e Materiais de Revistas Científicas - LIM/20 |
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