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Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline
Diabetes related cognitive dysfunction (DACD), one of the chronic complications of diabetes, seriously affect the quality of life in patients and increase family burden. Although the initial stage of DACD can lead to metabolic alterations or potential pathological changes, DACD is difficult to diagn...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431856/ https://www.ncbi.nlm.nih.gov/pubmed/25974350 http://dx.doi.org/10.1371/journal.pone.0126952 |
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author | Zhang, Lin Li, Meng Zhan, Libin Lu, Xiaoguang Liang, Lina Su, Benli Sui, Hua Gao, Zhengnan Li, Yuzhong Liu, Ying Wu, Benhui Liu, Qigui |
author_facet | Zhang, Lin Li, Meng Zhan, Libin Lu, Xiaoguang Liang, Lina Su, Benli Sui, Hua Gao, Zhengnan Li, Yuzhong Liu, Ying Wu, Benhui Liu, Qigui |
author_sort | Zhang, Lin |
collection | PubMed |
description | Diabetes related cognitive dysfunction (DACD), one of the chronic complications of diabetes, seriously affect the quality of life in patients and increase family burden. Although the initial stage of DACD can lead to metabolic alterations or potential pathological changes, DACD is difficult to diagnose accurately. Moreover, the details of the molecular mechanism of DACD remain somewhat elusive. To understand the pathophysiological changes that underpin the development and progression of DACD, we carried out a global analysis of metabolic alterations in response to DACD. The metabolic alterations associated with DACD were first investigated in humans, using plasma metabonomics based on high-performance liquid chromatography coupled with quadrupole time-of-flight tandem mass spectrometry and multivariate statistical analysis. The related pathway of each metabolite of interest was searched in database online. The network diagrams were established KEGGSOAP software package. Receiver operating characteristic (ROC) analysis was used to evaluate diagnostic accuracy of metabolites. This is the first report of reliable biomarkers of DACD, which were identified using an integrated strategy. The identified biomarkers give new insights into the pathophysiological changes and molecular mechanisms of DACD. The disorders of sphingolipids metabolism, bile acids metabolism, and uric acid metabolism pathway were found in T2DM and DACD. On the other hand, differentially expressed plasma metabolites offer unique metabolic signatures for T2DM and DACD patients. These are potential biomarkers for disease monitoring and personalized medication complementary to the existing clinical modalities. |
format | Online Article Text |
id | pubmed-4431856 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44318562015-05-27 Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline Zhang, Lin Li, Meng Zhan, Libin Lu, Xiaoguang Liang, Lina Su, Benli Sui, Hua Gao, Zhengnan Li, Yuzhong Liu, Ying Wu, Benhui Liu, Qigui PLoS One Research Article Diabetes related cognitive dysfunction (DACD), one of the chronic complications of diabetes, seriously affect the quality of life in patients and increase family burden. Although the initial stage of DACD can lead to metabolic alterations or potential pathological changes, DACD is difficult to diagnose accurately. Moreover, the details of the molecular mechanism of DACD remain somewhat elusive. To understand the pathophysiological changes that underpin the development and progression of DACD, we carried out a global analysis of metabolic alterations in response to DACD. The metabolic alterations associated with DACD were first investigated in humans, using plasma metabonomics based on high-performance liquid chromatography coupled with quadrupole time-of-flight tandem mass spectrometry and multivariate statistical analysis. The related pathway of each metabolite of interest was searched in database online. The network diagrams were established KEGGSOAP software package. Receiver operating characteristic (ROC) analysis was used to evaluate diagnostic accuracy of metabolites. This is the first report of reliable biomarkers of DACD, which were identified using an integrated strategy. The identified biomarkers give new insights into the pathophysiological changes and molecular mechanisms of DACD. The disorders of sphingolipids metabolism, bile acids metabolism, and uric acid metabolism pathway were found in T2DM and DACD. On the other hand, differentially expressed plasma metabolites offer unique metabolic signatures for T2DM and DACD patients. These are potential biomarkers for disease monitoring and personalized medication complementary to the existing clinical modalities. Public Library of Science 2015-05-14 /pmc/articles/PMC4431856/ /pubmed/25974350 http://dx.doi.org/10.1371/journal.pone.0126952 Text en © 2015 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zhang, Lin Li, Meng Zhan, Libin Lu, Xiaoguang Liang, Lina Su, Benli Sui, Hua Gao, Zhengnan Li, Yuzhong Liu, Ying Wu, Benhui Liu, Qigui Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline |
title | Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline |
title_full | Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline |
title_fullStr | Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline |
title_full_unstemmed | Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline |
title_short | Plasma Metabolomic Profiling of Patients with Diabetes-Associated Cognitive Decline |
title_sort | plasma metabolomic profiling of patients with diabetes-associated cognitive decline |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431856/ https://www.ncbi.nlm.nih.gov/pubmed/25974350 http://dx.doi.org/10.1371/journal.pone.0126952 |
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