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Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes
INTRODUCTION: Pigment epithelium-derived factor (PEDF) may play a role in cardiometabolic disorders. The aim of this study was to investigate which biochemical and clinical parameters are independently associated with serum PEDF levels in patients with type 2 diabetes mellitus (T2DM). METHODS: We pe...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947132/ https://www.ncbi.nlm.nih.gov/pubmed/33586119 http://dx.doi.org/10.1007/s13300-021-01008-y |
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author | Fujikawa, Tomoki Ohara, Makoto Kohata, Yo Nagaike, Hiroe Fukase, Ayako Osaka, Naoya Yashima, Hironori Sato, Nobuko Kushima, Hideki Shinmura, Kyoko Takahashi, Yasuyoshi Hiromura, Munenori Terasaki, Michishige Mori, Yusaku Fukui, Tomoyasu Matsui, Takanori Hirano, Tsutomu Yamagishi, Sho-ichi |
author_facet | Fujikawa, Tomoki Ohara, Makoto Kohata, Yo Nagaike, Hiroe Fukase, Ayako Osaka, Naoya Yashima, Hironori Sato, Nobuko Kushima, Hideki Shinmura, Kyoko Takahashi, Yasuyoshi Hiromura, Munenori Terasaki, Michishige Mori, Yusaku Fukui, Tomoyasu Matsui, Takanori Hirano, Tsutomu Yamagishi, Sho-ichi |
author_sort | Fujikawa, Tomoki |
collection | PubMed |
description | INTRODUCTION: Pigment epithelium-derived factor (PEDF) may play a role in cardiometabolic disorders. The aim of this study was to investigate which biochemical and clinical parameters are independently associated with serum PEDF levels in patients with type 2 diabetes mellitus (T2DM). METHODS: We performed a cross-sectional analysis of 124 patients with T2DM who underwent continuous glucose monitoring (CGM) and blood chemistry analysis, including the diacron-reactive oxygen metabolites (d-ROMs) test and serum PEDF measurement (study 1). Then we investigated whether the changes in the studied biochemical and clinical parameters after 24 weeks of treatment (Δparameters) with anti-hyperglycemic agents, including sodium-glucose cotransporter 2 inhibitors, glucagon-like peptide 1 receptor agonists, and/or insulin and anti-hypertensive drugs and statins, were independently correlated with change in PEDF (ΔPEDF) in 52 of the patients with T2DM for whom there was sufficient serum samples to perform the post-treatment analysis (study 2). Serum levels of PEDF were measured with an enzyme-linked immunosorbent assay. CGM metrics were calculated on days 2 and 3. Oxidative stress was evaluated using the d-ROMs test. RESULTS: Body mass index (BMI), triglycerides, fasting C-peptide, mean amplitude of glycemic excursions (MAGE), urinary albumin-to-creatinine ratio (UACR), and d-ROMs were positively associated with serum PEDF level, and high-density lipoprotein cholesterol (HDL-C) and estimated glomerular filtration rate (eGFR) were inversely associated with serum PEDF level. Because these parameters were correlated with each other, multivariate stepwise analysis was performed: eGFR, HDL-C, BMI, MAGE, and UACR remained significant (R(2) = 0.452). Furthermore, ΔMAGE and Δd-ROMs were positively correlated with ΔPEDF in study 2. CONCLUSIONS: The results of this study suggest that MAGE may be independently correlated with elevations in serum PEDF level in patients with T2DM. |
format | Online Article Text |
id | pubmed-7947132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-79471322021-03-28 Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes Fujikawa, Tomoki Ohara, Makoto Kohata, Yo Nagaike, Hiroe Fukase, Ayako Osaka, Naoya Yashima, Hironori Sato, Nobuko Kushima, Hideki Shinmura, Kyoko Takahashi, Yasuyoshi Hiromura, Munenori Terasaki, Michishige Mori, Yusaku Fukui, Tomoyasu Matsui, Takanori Hirano, Tsutomu Yamagishi, Sho-ichi Diabetes Ther Original Research INTRODUCTION: Pigment epithelium-derived factor (PEDF) may play a role in cardiometabolic disorders. The aim of this study was to investigate which biochemical and clinical parameters are independently associated with serum PEDF levels in patients with type 2 diabetes mellitus (T2DM). METHODS: We performed a cross-sectional analysis of 124 patients with T2DM who underwent continuous glucose monitoring (CGM) and blood chemistry analysis, including the diacron-reactive oxygen metabolites (d-ROMs) test and serum PEDF measurement (study 1). Then we investigated whether the changes in the studied biochemical and clinical parameters after 24 weeks of treatment (Δparameters) with anti-hyperglycemic agents, including sodium-glucose cotransporter 2 inhibitors, glucagon-like peptide 1 receptor agonists, and/or insulin and anti-hypertensive drugs and statins, were independently correlated with change in PEDF (ΔPEDF) in 52 of the patients with T2DM for whom there was sufficient serum samples to perform the post-treatment analysis (study 2). Serum levels of PEDF were measured with an enzyme-linked immunosorbent assay. CGM metrics were calculated on days 2 and 3. Oxidative stress was evaluated using the d-ROMs test. RESULTS: Body mass index (BMI), triglycerides, fasting C-peptide, mean amplitude of glycemic excursions (MAGE), urinary albumin-to-creatinine ratio (UACR), and d-ROMs were positively associated with serum PEDF level, and high-density lipoprotein cholesterol (HDL-C) and estimated glomerular filtration rate (eGFR) were inversely associated with serum PEDF level. Because these parameters were correlated with each other, multivariate stepwise analysis was performed: eGFR, HDL-C, BMI, MAGE, and UACR remained significant (R(2) = 0.452). Furthermore, ΔMAGE and Δd-ROMs were positively correlated with ΔPEDF in study 2. CONCLUSIONS: The results of this study suggest that MAGE may be independently correlated with elevations in serum PEDF level in patients with T2DM. Springer Healthcare 2021-02-13 2021-03 /pmc/articles/PMC7947132/ /pubmed/33586119 http://dx.doi.org/10.1007/s13300-021-01008-y Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Original Research Fujikawa, Tomoki Ohara, Makoto Kohata, Yo Nagaike, Hiroe Fukase, Ayako Osaka, Naoya Yashima, Hironori Sato, Nobuko Kushima, Hideki Shinmura, Kyoko Takahashi, Yasuyoshi Hiromura, Munenori Terasaki, Michishige Mori, Yusaku Fukui, Tomoyasu Matsui, Takanori Hirano, Tsutomu Yamagishi, Sho-ichi Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes |
title | Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes |
title_full | Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes |
title_fullStr | Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes |
title_full_unstemmed | Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes |
title_short | Glucose Variability is Independently Correlated with Serum Level of Pigment Epithelium-Derived Factor in Type 2 Diabetes |
title_sort | glucose variability is independently correlated with serum level of pigment epithelium-derived factor in type 2 diabetes |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947132/ https://www.ncbi.nlm.nih.gov/pubmed/33586119 http://dx.doi.org/10.1007/s13300-021-01008-y |
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