Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy
Diabetic glomerulopathy (DG) remains the prevalent microvascular complication and leading cause of shortened lifespan in type-2 diabetes mellitus (T2DM) despite improvement in hyperglycemia control. Considering the pivotal role of kidney in metabolism, using untargeted metabolomic techniques to glob...
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doaj-585a98988f3e43338896e398787ae40b2021-07-06T11:30:09ZengTaylor & Francis GroupRenal Failure0886-022X1525-60492021-01-0143198099210.1080/0886022X.2021.19372191937219Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathyFanliang Zhang0Ruixue Guo1Wen Cui2Li Wang3Jing Xiao4Jin Shang5Zhanzheng Zhao6Department of Nephrology, the First Affiliated Hospital of Zhengzhou UniversityDepartment of Nephrology, the First Affiliated Hospital of Zhengzhou UniversityDepartment of Nephrology, the First Affiliated Hospital of Zhengzhou UniversityBiobank of, The First Affiliated Hospital of Zhengzhou UniversityDepartment of Nephrology, the First Affiliated Hospital of Zhengzhou UniversityDepartment of Nephrology, the First Affiliated Hospital of Zhengzhou UniversityDepartment of Nephrology, the First Affiliated Hospital of Zhengzhou UniversityDiabetic glomerulopathy (DG) remains the prevalent microvascular complication and leading cause of shortened lifespan in type-2 diabetes mellitus (T2DM) despite improvement in hyperglycemia control. Considering the pivotal role of kidney in metabolism, using untargeted metabolomic techniques to globally delineate the serum metabolite profiles will help advance understanding pathogenetic underpinnings of renal biopsy-confirmed DG from the perspective of metabolism specifically. Fourteen pathologically diagnosed DG patients secondary to T2DM and 14 age- and gender-matched healthy controls (HCs) were recruited for study. We employed mass spectrometry-based untargeted metabolomic methods to reveal the metabolite profiles of serum samples collected from all included subjects. We identified a total of 334 and 397 metabolites in positive and negative ion mode respectively. One hundred and eighty-two important differential metabolites whose variable importance in projection (VIP) > 1 and p value <0.05 were selected and annotated to metabolic pathways. KEGG pathway enrichment analysis revealed tryptophan metabolism enriched most significantly. Among the tryptophan derivatives, L-tryptophan (L-Trp) and serotonin were relatively accumulated in DGs compared with HCs, while 5-hydroxyindoleacetic acid (5-HIAA) and indole-3-acetamide were depleted. Correlation analysis showed serotonin and L-Trp are negatively correlated with 24 h urine protein and glycosylated hemoglobin (Ghb). To exclude the interference of preexisting T2DM on DG exacerbation, we selected 5-HIAA and 3-(3-hydroxyphenyl) propionic acid (3-OHPPA) which are not correlated with Ghb and analyzed their correlation relationship with crucial renal indices. We found 3-OHPPA is positively correlated with urine total protein and creatinine ratio (T/Cr) and 24 h urine protein, 5-HIAA is positively correlated with serum creatinine and urea.http://dx.doi.org/10.1080/0886022X.2021.1937219diabetic glomerulopathyserum metabolitesmechanismuntargeted metabolomics |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fanliang Zhang Ruixue Guo Wen Cui Li Wang Jing Xiao Jin Shang Zhanzheng Zhao |
spellingShingle |
Fanliang Zhang Ruixue Guo Wen Cui Li Wang Jing Xiao Jin Shang Zhanzheng Zhao Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy Renal Failure diabetic glomerulopathy serum metabolites mechanism untargeted metabolomics |
author_facet |
Fanliang Zhang Ruixue Guo Wen Cui Li Wang Jing Xiao Jin Shang Zhanzheng Zhao |
author_sort |
Fanliang Zhang |
title |
Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy |
title_short |
Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy |
title_full |
Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy |
title_fullStr |
Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy |
title_full_unstemmed |
Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy |
title_sort |
untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy |
publisher |
Taylor & Francis Group |
series |
Renal Failure |
issn |
0886-022X 1525-6049 |
publishDate |
2021-01-01 |
description |
Diabetic glomerulopathy (DG) remains the prevalent microvascular complication and leading cause of shortened lifespan in type-2 diabetes mellitus (T2DM) despite improvement in hyperglycemia control. Considering the pivotal role of kidney in metabolism, using untargeted metabolomic techniques to globally delineate the serum metabolite profiles will help advance understanding pathogenetic underpinnings of renal biopsy-confirmed DG from the perspective of metabolism specifically. Fourteen pathologically diagnosed DG patients secondary to T2DM and 14 age- and gender-matched healthy controls (HCs) were recruited for study. We employed mass spectrometry-based untargeted metabolomic methods to reveal the metabolite profiles of serum samples collected from all included subjects. We identified a total of 334 and 397 metabolites in positive and negative ion mode respectively. One hundred and eighty-two important differential metabolites whose variable importance in projection (VIP) > 1 and p value <0.05 were selected and annotated to metabolic pathways. KEGG pathway enrichment analysis revealed tryptophan metabolism enriched most significantly. Among the tryptophan derivatives, L-tryptophan (L-Trp) and serotonin were relatively accumulated in DGs compared with HCs, while 5-hydroxyindoleacetic acid (5-HIAA) and indole-3-acetamide were depleted. Correlation analysis showed serotonin and L-Trp are negatively correlated with 24 h urine protein and glycosylated hemoglobin (Ghb). To exclude the interference of preexisting T2DM on DG exacerbation, we selected 5-HIAA and 3-(3-hydroxyphenyl) propionic acid (3-OHPPA) which are not correlated with Ghb and analyzed their correlation relationship with crucial renal indices. We found 3-OHPPA is positively correlated with urine total protein and creatinine ratio (T/Cr) and 24 h urine protein, 5-HIAA is positively correlated with serum creatinine and urea. |
topic |
diabetic glomerulopathy serum metabolites mechanism untargeted metabolomics |
url |
http://dx.doi.org/10.1080/0886022X.2021.1937219 |
work_keys_str_mv |
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1721317643156193280 |