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Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course

BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) is the most common hereditary kidney disease and is characterized by gradual cyst growth and expansion, increase in kidney volume with an ultimate decline in kidney function leading to end stage renal disease (ESRD). Given the decades...

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Autores principales: Kim, Kyoungmi, Trott, Josephine F., Gao, Guimin, Chapman, Arlene, Weiss, Robert H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6388487/
https://www.ncbi.nlm.nih.gov/pubmed/30803434
http://dx.doi.org/10.1186/s12882-019-1249-6
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author Kim, Kyoungmi
Trott, Josephine F.
Gao, Guimin
Chapman, Arlene
Weiss, Robert H.
author_facet Kim, Kyoungmi
Trott, Josephine F.
Gao, Guimin
Chapman, Arlene
Weiss, Robert H.
author_sort Kim, Kyoungmi
collection PubMed
description BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) is the most common hereditary kidney disease and is characterized by gradual cyst growth and expansion, increase in kidney volume with an ultimate decline in kidney function leading to end stage renal disease (ESRD). Given the decades long period of stable kidney function while cyst growth occurs, it is important to identify those patients who will progress to ESRD. Recent data from our and other laboratories have demonstrated that metabolic reprogramming may play a key role in cystic epithelial proliferation resulting in cyst growth in ADPKD. Height corrected total kidney volume (ht-TKV) accurately reflects cyst burden and predicts future loss of kidney function. We hypothesize that specific plasma metabolites will correlate with eGFR and ht-TKV early in ADPKD, both predictors of disease progression, potentially indicative of early physiologic derangements of renal disease severity. METHODS: To investigate the predictive role of plasma metabolites on eGFR and/or ht-TKV, we used a non-targeted GC-TOF/MS-based metabolomics approach on hypertensive ADPKD patients in the early course of their disease. Patient data was obtained from the HALT-A randomized clinical trial at baseline including estimated glomerular filtration rate (eGFR) and measured ht-TKV. To identify individual metabolites whose intensities are significantly correlated with eGFR and ht-TKV, association analyses were performed using linear regression with each metabolite signal level as the primary predictor variable and baseline eGFR and ht-TKV as the continuous outcomes of interest, while adjusting for covariates. Significance was determined by Storey’s false discovery rate (FDR) q-values to correct for multiple testing. RESULTS: Twelve metabolites significantly correlated with eGFR and two triglycerides significantly correlated with baseline ht-TKV at FDR q-value < 0.05. Specific significant metabolites, including pseudo-uridine, indole-3-lactate, uric acid, isothreonic acid, and creatinine, have been previously shown to accumulate in plasma and/or urine in both diabetic and cystic renal diseases with advanced renal insufficiency. CONCLUSIONS: This study identifies metabolic derangements in early ADPKD which may be prognostic for ADPKD disease progression. CLINICAL TRIAL: HALT Progression of Polycystic Kidney Disease (HALT PKD) Study A; Clinical www.clinicaltrials.gov identifier: NCT00283686; first posted January 30, 2006, last update posted March 19, 2015. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12882-019-1249-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-63884872019-03-19 Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course Kim, Kyoungmi Trott, Josephine F. Gao, Guimin Chapman, Arlene Weiss, Robert H. BMC Nephrol Research Article BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) is the most common hereditary kidney disease and is characterized by gradual cyst growth and expansion, increase in kidney volume with an ultimate decline in kidney function leading to end stage renal disease (ESRD). Given the decades long period of stable kidney function while cyst growth occurs, it is important to identify those patients who will progress to ESRD. Recent data from our and other laboratories have demonstrated that metabolic reprogramming may play a key role in cystic epithelial proliferation resulting in cyst growth in ADPKD. Height corrected total kidney volume (ht-TKV) accurately reflects cyst burden and predicts future loss of kidney function. We hypothesize that specific plasma metabolites will correlate with eGFR and ht-TKV early in ADPKD, both predictors of disease progression, potentially indicative of early physiologic derangements of renal disease severity. METHODS: To investigate the predictive role of plasma metabolites on eGFR and/or ht-TKV, we used a non-targeted GC-TOF/MS-based metabolomics approach on hypertensive ADPKD patients in the early course of their disease. Patient data was obtained from the HALT-A randomized clinical trial at baseline including estimated glomerular filtration rate (eGFR) and measured ht-TKV. To identify individual metabolites whose intensities are significantly correlated with eGFR and ht-TKV, association analyses were performed using linear regression with each metabolite signal level as the primary predictor variable and baseline eGFR and ht-TKV as the continuous outcomes of interest, while adjusting for covariates. Significance was determined by Storey’s false discovery rate (FDR) q-values to correct for multiple testing. RESULTS: Twelve metabolites significantly correlated with eGFR and two triglycerides significantly correlated with baseline ht-TKV at FDR q-value < 0.05. Specific significant metabolites, including pseudo-uridine, indole-3-lactate, uric acid, isothreonic acid, and creatinine, have been previously shown to accumulate in plasma and/or urine in both diabetic and cystic renal diseases with advanced renal insufficiency. CONCLUSIONS: This study identifies metabolic derangements in early ADPKD which may be prognostic for ADPKD disease progression. CLINICAL TRIAL: HALT Progression of Polycystic Kidney Disease (HALT PKD) Study A; Clinical www.clinicaltrials.gov identifier: NCT00283686; first posted January 30, 2006, last update posted March 19, 2015. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12882-019-1249-6) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-25 /pmc/articles/PMC6388487/ /pubmed/30803434 http://dx.doi.org/10.1186/s12882-019-1249-6 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Kim, Kyoungmi
Trott, Josephine F.
Gao, Guimin
Chapman, Arlene
Weiss, Robert H.
Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course
title Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course
title_full Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course
title_fullStr Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course
title_full_unstemmed Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course
title_short Plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive ADPKD patients early in the disease course
title_sort plasma metabolites and lipids associate with kidney function and kidney volume in hypertensive adpkd patients early in the disease course
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6388487/
https://www.ncbi.nlm.nih.gov/pubmed/30803434
http://dx.doi.org/10.1186/s12882-019-1249-6
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