Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis

Henoch-Schonlein purpura nephritis (HSPN) is a common glomerulonephritis secondary to Henoch-Schonlein purpura (HSP) that affects systemic metabolism. Currently, there is a rarity of biomarkers to predict the progression of HSPN. This work sought to screen metabolic markers to predict the progressio...

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Main Authors: Qian Zhang, Ling-Yun Lai, Yuan-Yuan Cai, Ma-Jie Wang, Gaoxiang Ma, Lian-Wen Qi, Jun Xue, Feng-Qing Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.657073/full
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spelling doaj-a24f9f2f58824446b63df668920ef6e62021-05-12T05:04:26ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2021-05-01810.3389/fmed.2021.657073657073Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura NephritisQian Zhang0Ling-Yun Lai1Yuan-Yuan Cai2Ma-Jie Wang3Gaoxiang Ma4Lian-Wen Qi5Jun Xue6Feng-Qing Huang7The Clinical Metabolomics Center, China Pharmaceutical University, Nanjing, ChinaDivision of Nephrology, Huashan Hospital, Fudan University, Shanghai, ChinaThe Clinical Metabolomics Center, China Pharmaceutical University, Nanjing, ChinaThe Clinical Metabolomics Center, China Pharmaceutical University, Nanjing, ChinaThe Clinical Metabolomics Center, China Pharmaceutical University, Nanjing, ChinaThe Clinical Metabolomics Center, China Pharmaceutical University, Nanjing, ChinaDivision of Nephrology, Huashan Hospital, Fudan University, Shanghai, ChinaThe Clinical Metabolomics Center, China Pharmaceutical University, Nanjing, ChinaHenoch-Schonlein purpura nephritis (HSPN) is a common glomerulonephritis secondary to Henoch-Schonlein purpura (HSP) that affects systemic metabolism. Currently, there is a rarity of biomarkers to predict the progression of HSPN. This work sought to screen metabolic markers to predict the progression of HSPN via serum-urine matched metabolomics. A total of 90 HSPN patients were enrolled, including 46 HSPN (+) patients with severe kidney damage (persistent proteinuria >0.3 g/day) and 44 HSPN (–) patients without obvious symptoms (proteinuria < 0.3 g/day). Untargeted metabolomics was determined by liquid chromatography-quadrupole time-of-flight mass spectrometry (LC-Q/TOF-MS). A total of 38 and 50 differential metabolites were, respectively, identified in serum and urine from the comparison between HSPN (+) and HSPN (–) patients. Altered metabolic pathways in HSPN (+) mainly included glycerophospholipid metabolism, pyruvate metabolism, and citrate cycle. A panel of choline and cis-vaccenic acid gave areas under the curve of 92.69% in serum and 72.43% in urine for differential diagnosis between HSPN (+) and HSPN (–). In addition, the two metabolites showed a significant association with clinical indices of HSPN. These results suggest that serum-urine matched metabolomics comprehensively characterized the metabolic differences between HSPN (+) and HSPN (–), and choline and cis-vaccenic acid could serve as biomarkers to predict HSPN progression.https://www.frontiersin.org/articles/10.3389/fmed.2021.657073/fullcholine and cis-vaccenic aciddifferential diagnosisHenoch-Schonlein purpura nephritisnephrotic proteinuriaserum-urine matched metabolomics
collection DOAJ
language English
format Article
sources DOAJ
author Qian Zhang
Ling-Yun Lai
Yuan-Yuan Cai
Ma-Jie Wang
Gaoxiang Ma
Lian-Wen Qi
Jun Xue
Feng-Qing Huang
spellingShingle Qian Zhang
Ling-Yun Lai
Yuan-Yuan Cai
Ma-Jie Wang
Gaoxiang Ma
Lian-Wen Qi
Jun Xue
Feng-Qing Huang
Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis
Frontiers in Medicine
choline and cis-vaccenic acid
differential diagnosis
Henoch-Schonlein purpura nephritis
nephrotic proteinuria
serum-urine matched metabolomics
author_facet Qian Zhang
Ling-Yun Lai
Yuan-Yuan Cai
Ma-Jie Wang
Gaoxiang Ma
Lian-Wen Qi
Jun Xue
Feng-Qing Huang
author_sort Qian Zhang
title Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis
title_short Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis
title_full Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis
title_fullStr Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis
title_full_unstemmed Serum-Urine Matched Metabolomics for Predicting Progression of Henoch-Schonlein Purpura Nephritis
title_sort serum-urine matched metabolomics for predicting progression of henoch-schonlein purpura nephritis
publisher Frontiers Media S.A.
series Frontiers in Medicine
issn 2296-858X
publishDate 2021-05-01
description Henoch-Schonlein purpura nephritis (HSPN) is a common glomerulonephritis secondary to Henoch-Schonlein purpura (HSP) that affects systemic metabolism. Currently, there is a rarity of biomarkers to predict the progression of HSPN. This work sought to screen metabolic markers to predict the progression of HSPN via serum-urine matched metabolomics. A total of 90 HSPN patients were enrolled, including 46 HSPN (+) patients with severe kidney damage (persistent proteinuria >0.3 g/day) and 44 HSPN (–) patients without obvious symptoms (proteinuria < 0.3 g/day). Untargeted metabolomics was determined by liquid chromatography-quadrupole time-of-flight mass spectrometry (LC-Q/TOF-MS). A total of 38 and 50 differential metabolites were, respectively, identified in serum and urine from the comparison between HSPN (+) and HSPN (–) patients. Altered metabolic pathways in HSPN (+) mainly included glycerophospholipid metabolism, pyruvate metabolism, and citrate cycle. A panel of choline and cis-vaccenic acid gave areas under the curve of 92.69% in serum and 72.43% in urine for differential diagnosis between HSPN (+) and HSPN (–). In addition, the two metabolites showed a significant association with clinical indices of HSPN. These results suggest that serum-urine matched metabolomics comprehensively characterized the metabolic differences between HSPN (+) and HSPN (–), and choline and cis-vaccenic acid could serve as biomarkers to predict HSPN progression.
topic choline and cis-vaccenic acid
differential diagnosis
Henoch-Schonlein purpura nephritis
nephrotic proteinuria
serum-urine matched metabolomics
url https://www.frontiersin.org/articles/10.3389/fmed.2021.657073/full
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