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Lipidomics Profiling Reveals Serum Phospholipids Associated with Albuminuria in Early Type 2 Diabetic Kidney Disease
[Image: see text] Early screening and administration of DKD are beneficial for renal outcomes of type 2 diabetic patients. However, the current early diagnosis using the albuminuria/creatine ratio (ACR) contains limitations. This study aimed to compare serum lipidome variation between type 2 diabete...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10552467/ https://www.ncbi.nlm.nih.gov/pubmed/37810655 http://dx.doi.org/10.1021/acsomega.3c05504 |
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author | Ye, Shu Hu, Ye-peng Zhou, Qiao Zhang, Hang Xia, Zhe-zheng Zhao, Shu-zhen Wang, Zhe Wang, Sheng-yao Wang, Xin-yi Zhang, Yi-kai Chen, Zhi-da Mao, Guang-yun Zheng, Chao |
author_facet | Ye, Shu Hu, Ye-peng Zhou, Qiao Zhang, Hang Xia, Zhe-zheng Zhao, Shu-zhen Wang, Zhe Wang, Sheng-yao Wang, Xin-yi Zhang, Yi-kai Chen, Zhi-da Mao, Guang-yun Zheng, Chao |
author_sort | Ye, Shu |
collection | PubMed |
description | [Image: see text] Early screening and administration of DKD are beneficial for renal outcomes of type 2 diabetic patients. However, the current early diagnosis using the albuminuria/creatine ratio (ACR) contains limitations. This study aimed to compare serum lipidome variation between type 2 diabetes and early DKD patients with increased albuminuria through an untargeted lipidomics method to explore the potential lipid biomarkers for DKD identification. 92 type 2 diabetic patients were enrolled and divided into two groups: DM group (ACR < 3 mg/mmol, n = 49) and early DKD group (3 mg/mmol ≤ ACR < 30 mg/mmol, n = 43). Fasting serum was analyzed through an ultraperformance liquid mass spectrometry tandem chromatography system (LC-MS). Orthogonal partial least-squares discriminant analysis (OPLS-DA) and univariate and multivariate analysis were performed to filter differentially depressed lipids. Receiver operating characteristic (ROC) curves were used to estimate the diagnostic capability of potential lipid biomarkers. We found that serum phospholipids including phosphatidylserine (PS), sphingomyelin (SM), and phosphatidylcholine (PC) were significantly upregulated in the DKD group and were highly correlated with the ACR. In addition, a panel of two phospholipids including PS(27:0)-H and PS(30:2e)-H showed good performance to help clinical lipids in early DKD identification, which increased the area under the curve (AUC) from 0.568 to 0.954. The study exhibited the serum lipidome variation in early DKD patients, and the increased phospholipids might participate in the development of albuminuria. The panel of PS(27:0)-H and PS(30:2e)-H could be a potential biomarker for DKD diagnosis. |
format | Online Article Text |
id | pubmed-10552467 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-105524672023-10-06 Lipidomics Profiling Reveals Serum Phospholipids Associated with Albuminuria in Early Type 2 Diabetic Kidney Disease Ye, Shu Hu, Ye-peng Zhou, Qiao Zhang, Hang Xia, Zhe-zheng Zhao, Shu-zhen Wang, Zhe Wang, Sheng-yao Wang, Xin-yi Zhang, Yi-kai Chen, Zhi-da Mao, Guang-yun Zheng, Chao ACS Omega [Image: see text] Early screening and administration of DKD are beneficial for renal outcomes of type 2 diabetic patients. However, the current early diagnosis using the albuminuria/creatine ratio (ACR) contains limitations. This study aimed to compare serum lipidome variation between type 2 diabetes and early DKD patients with increased albuminuria through an untargeted lipidomics method to explore the potential lipid biomarkers for DKD identification. 92 type 2 diabetic patients were enrolled and divided into two groups: DM group (ACR < 3 mg/mmol, n = 49) and early DKD group (3 mg/mmol ≤ ACR < 30 mg/mmol, n = 43). Fasting serum was analyzed through an ultraperformance liquid mass spectrometry tandem chromatography system (LC-MS). Orthogonal partial least-squares discriminant analysis (OPLS-DA) and univariate and multivariate analysis were performed to filter differentially depressed lipids. Receiver operating characteristic (ROC) curves were used to estimate the diagnostic capability of potential lipid biomarkers. We found that serum phospholipids including phosphatidylserine (PS), sphingomyelin (SM), and phosphatidylcholine (PC) were significantly upregulated in the DKD group and were highly correlated with the ACR. In addition, a panel of two phospholipids including PS(27:0)-H and PS(30:2e)-H showed good performance to help clinical lipids in early DKD identification, which increased the area under the curve (AUC) from 0.568 to 0.954. The study exhibited the serum lipidome variation in early DKD patients, and the increased phospholipids might participate in the development of albuminuria. The panel of PS(27:0)-H and PS(30:2e)-H could be a potential biomarker for DKD diagnosis. American Chemical Society 2023-09-22 /pmc/articles/PMC10552467/ /pubmed/37810655 http://dx.doi.org/10.1021/acsomega.3c05504 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Ye, Shu Hu, Ye-peng Zhou, Qiao Zhang, Hang Xia, Zhe-zheng Zhao, Shu-zhen Wang, Zhe Wang, Sheng-yao Wang, Xin-yi Zhang, Yi-kai Chen, Zhi-da Mao, Guang-yun Zheng, Chao Lipidomics Profiling Reveals Serum Phospholipids Associated with Albuminuria in Early Type 2 Diabetic Kidney Disease |
title | Lipidomics Profiling
Reveals Serum Phospholipids Associated
with Albuminuria in Early Type 2 Diabetic Kidney Disease |
title_full | Lipidomics Profiling
Reveals Serum Phospholipids Associated
with Albuminuria in Early Type 2 Diabetic Kidney Disease |
title_fullStr | Lipidomics Profiling
Reveals Serum Phospholipids Associated
with Albuminuria in Early Type 2 Diabetic Kidney Disease |
title_full_unstemmed | Lipidomics Profiling
Reveals Serum Phospholipids Associated
with Albuminuria in Early Type 2 Diabetic Kidney Disease |
title_short | Lipidomics Profiling
Reveals Serum Phospholipids Associated
with Albuminuria in Early Type 2 Diabetic Kidney Disease |
title_sort | lipidomics profiling
reveals serum phospholipids associated
with albuminuria in early type 2 diabetic kidney disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10552467/ https://www.ncbi.nlm.nih.gov/pubmed/37810655 http://dx.doi.org/10.1021/acsomega.3c05504 |
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