Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients

Chronic kidney disease (CKD) is a public health problem with very high prevalence and mortality. Yet, there is a paucity of effective treatment options, partly due to insufficient knowledge of underlying pathophysiology. We combined metabolomics (GCMS) with kidney gene expression studies to identify...

Full description

Bibliographic Details
Main Authors: Stein Hallan, Maryam Afkarian, Leila R. Zelnick, Bryan Kestenbaum, Shoba Sharma, Rintaro Saito, Manjula Darshi, Gregory Barding, Daniel Raftery, Wenjun Ju, Matthias Kretzler, Kumar Sharma, Ian H. de Boer
Format: Article
Language:English
Published: Elsevier 2017-12-01
Series:EBioMedicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396417304267
_version_ 1818032102423134208
author Stein Hallan
Maryam Afkarian
Leila R. Zelnick
Bryan Kestenbaum
Shoba Sharma
Rintaro Saito
Manjula Darshi
Gregory Barding
Daniel Raftery
Wenjun Ju
Matthias Kretzler
Kumar Sharma
Ian H. de Boer
author_facet Stein Hallan
Maryam Afkarian
Leila R. Zelnick
Bryan Kestenbaum
Shoba Sharma
Rintaro Saito
Manjula Darshi
Gregory Barding
Daniel Raftery
Wenjun Ju
Matthias Kretzler
Kumar Sharma
Ian H. de Boer
author_sort Stein Hallan
collection DOAJ
description Chronic kidney disease (CKD) is a public health problem with very high prevalence and mortality. Yet, there is a paucity of effective treatment options, partly due to insufficient knowledge of underlying pathophysiology. We combined metabolomics (GCMS) with kidney gene expression studies to identify metabolic pathways that are altered in adults with non-diabetic stage 3–4 CKD versus healthy adults. Urinary excretion rate of 27 metabolites and plasma concentration of 33 metabolites differed significantly in CKD patients versus controls (estimate range − 68% to +113%). Pathway analysis revealed that the citric acid cycle was the most significantly affected, with urinary excretion of citrate, cis-aconitate, isocitrate, 2-oxoglutarate and succinate reduced by 40–68%. Reduction of the citric acid cycle metabolites in urine was replicated in an independent cohort. Expression of genes regulating aconitate, isocitrate, 2-oxoglutarate and succinate were significantly reduced in kidney biopsies. We observed increased urine citrate excretion (+74%, p = 0.00009) and plasma 2-oxoglutarate concentrations (+12%, p = 0.002) in CKD patients during treatment with a vitamin-D receptor agonist in a randomized trial. In conclusion, urinary excretion of citric acid cycle metabolites and renal expression of genes regulating these metabolites were reduced in non-diabetic CKD. This supports the emerging view of CKD as a state of mitochondrial dysfunction.
first_indexed 2024-12-10T06:02:02Z
format Article
id doaj.art-a4d0f131e2714adf87397a4be51fc2bb
institution Directory Open Access Journal
issn 2352-3964
language English
last_indexed 2024-12-10T06:02:02Z
publishDate 2017-12-01
publisher Elsevier
record_format Article
series EBioMedicine
spelling doaj.art-a4d0f131e2714adf87397a4be51fc2bb2022-12-22T01:59:48ZengElsevierEBioMedicine2352-39642017-12-0126C687710.1016/j.ebiom.2017.10.027Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD PatientsStein Hallan0Maryam Afkarian1Leila R. Zelnick2Bryan Kestenbaum3Shoba Sharma4Rintaro Saito5Manjula Darshi6Gregory Barding7Daniel Raftery8Wenjun Ju9Matthias Kretzler10Kumar Sharma11Ian H. de Boer12Center for Renal Translational Medicine/Institute for Metabolomic Medicine, University of California San Diego, San Diego, CA, United StatesKidney Research Institute, University of Washington, Seattle, WA, United StatesKidney Research Institute, University of Washington, Seattle, WA, United StatesKidney Research Institute, University of Washington, Seattle, WA, United StatesUniversity of Texas Health San Antonio, San Antonio, TX, United StatesCenter for Renal Translational Medicine/Institute for Metabolomic Medicine, University of California San Diego, San Diego, CA, United StatesCenter for Renal Translational Medicine/Institute for Metabolomic Medicine, University of California San Diego, San Diego, CA, United StatesNorthwest Metabolomics Research Center, University of Washington, Seattle, WA, United StatesNorthwest Metabolomics Research Center, University of Washington, Seattle, WA, United StatesDivision of Nephrology, Department of Medicine, University of Michigan, Ann Arbor, MI, United StatesDivision of Nephrology, Department of Medicine, University of Michigan, Ann Arbor, MI, United StatesCenter for Renal Translational Medicine/Institute for Metabolomic Medicine, University of California San Diego, San Diego, CA, United StatesKidney Research Institute, University of Washington, Seattle, WA, United StatesChronic kidney disease (CKD) is a public health problem with very high prevalence and mortality. Yet, there is a paucity of effective treatment options, partly due to insufficient knowledge of underlying pathophysiology. We combined metabolomics (GCMS) with kidney gene expression studies to identify metabolic pathways that are altered in adults with non-diabetic stage 3–4 CKD versus healthy adults. Urinary excretion rate of 27 metabolites and plasma concentration of 33 metabolites differed significantly in CKD patients versus controls (estimate range − 68% to +113%). Pathway analysis revealed that the citric acid cycle was the most significantly affected, with urinary excretion of citrate, cis-aconitate, isocitrate, 2-oxoglutarate and succinate reduced by 40–68%. Reduction of the citric acid cycle metabolites in urine was replicated in an independent cohort. Expression of genes regulating aconitate, isocitrate, 2-oxoglutarate and succinate were significantly reduced in kidney biopsies. We observed increased urine citrate excretion (+74%, p = 0.00009) and plasma 2-oxoglutarate concentrations (+12%, p = 0.002) in CKD patients during treatment with a vitamin-D receptor agonist in a randomized trial. In conclusion, urinary excretion of citric acid cycle metabolites and renal expression of genes regulating these metabolites were reduced in non-diabetic CKD. This supports the emerging view of CKD as a state of mitochondrial dysfunction.http://www.sciencedirect.com/science/article/pii/S2352396417304267Citric acid cycleChronic kidney diseaseMetabolomicsGene expressionMitochondria
spellingShingle Stein Hallan
Maryam Afkarian
Leila R. Zelnick
Bryan Kestenbaum
Shoba Sharma
Rintaro Saito
Manjula Darshi
Gregory Barding
Daniel Raftery
Wenjun Ju
Matthias Kretzler
Kumar Sharma
Ian H. de Boer
Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients
EBioMedicine
Citric acid cycle
Chronic kidney disease
Metabolomics
Gene expression
Mitochondria
title Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients
title_full Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients
title_fullStr Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients
title_full_unstemmed Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients
title_short Metabolomics and Gene Expression Analysis Reveal Down-regulation of the Citric Acid (TCA) Cycle in Non-diabetic CKD Patients
title_sort metabolomics and gene expression analysis reveal down regulation of the citric acid tca cycle in non diabetic ckd patients
topic Citric acid cycle
Chronic kidney disease
Metabolomics
Gene expression
Mitochondria
url http://www.sciencedirect.com/science/article/pii/S2352396417304267
work_keys_str_mv AT steinhallan metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT maryamafkarian metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT leilarzelnick metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT bryankestenbaum metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT shobasharma metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT rintarosaito metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT manjuladarshi metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT gregorybarding metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT danielraftery metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT wenjunju metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT matthiaskretzler metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT kumarsharma metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients
AT ianhdeboer metabolomicsandgeneexpressionanalysisrevealdownregulationofthecitricacidtcacycleinnondiabeticckdpatients