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Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study
BACKGROUND: Type 2 diabetes (T2D) is a risk factor for dysregulation of glomerular filtration rate (GFR) and albuminuria. However, whether the association is causal remains unestablished. RESEARCH DESIGN AND METHODS: We performed a Mendelian Randomization (MR) analysis in 11,502 participants aged 40...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4856750/ https://www.ncbi.nlm.nih.gov/pubmed/27211558 http://dx.doi.org/10.1016/j.ebiom.2016.02.032 |
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author | Xu, Min Bi, Yufang Huang, Ya Xie, Lan Hao, Mingli Zhao, Zhiyun Xu, Yu Lu, Jieli Chen, Yuhong Sun, Yimin Qi, Lu Wang, Weiqing Ning, Guang |
author_facet | Xu, Min Bi, Yufang Huang, Ya Xie, Lan Hao, Mingli Zhao, Zhiyun Xu, Yu Lu, Jieli Chen, Yuhong Sun, Yimin Qi, Lu Wang, Weiqing Ning, Guang |
author_sort | Xu, Min |
collection | PubMed |
description | BACKGROUND: Type 2 diabetes (T2D) is a risk factor for dysregulation of glomerular filtration rate (GFR) and albuminuria. However, whether the association is causal remains unestablished. RESEARCH DESIGN AND METHODS: We performed a Mendelian Randomization (MR) analysis in 11,502 participants aged 40 and above, from a well-defined community in Shanghai during 2011–2013, to explore the causal association between T2D and decreased estimated GFR (eGFR) and increased urinary albumin-to-creatinine ratio (uACR). We genotyped 34 established T2D common variants in East Asians, and created a T2D-genetic risk score (GRS). We defined decreased eGFR as eGFR < 90 ml/min/1.73 m(2) and increased uACR as uACR ≥ 30 mg/g. We used the T2D_GRS as the instrumental variable (IV) to quantify the causal effect of T2D on decreased eGFR and increased uACR. RESULTS: Each 1-standard deviation (SD, 3.90 points) increment in T2D_GRS was associated with decreased eGFR: odds ratio (OR) = 1.18 (95% confidence interval [CI]: 1.01, 1.30). In the MR analysis, we demonstrated a causal relationship between genetically determined T2D and decreased eGFR (OR = 1.47, 95% CI: 1.15, 1.88, P = 0.0003). When grouping the genetic loci according to their relations with either insulin secretion (IS) or insulin resistance (IR), we found both IS_GRS and IR_GRS were significantly related to decreased eGFR (both P < 0.02). In addition, T2D_GRS and IS_GRS were significantly associated with Log-uACR (both P = 0.04). CONCLUSION: Our results provide novel evidence for a causal association between T2D and decreased eGFR by using MR approach in a Chinese population. |
format | Online Article Text |
id | pubmed-4856750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-48567502016-05-24 Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study Xu, Min Bi, Yufang Huang, Ya Xie, Lan Hao, Mingli Zhao, Zhiyun Xu, Yu Lu, Jieli Chen, Yuhong Sun, Yimin Qi, Lu Wang, Weiqing Ning, Guang EBioMedicine Research Paper BACKGROUND: Type 2 diabetes (T2D) is a risk factor for dysregulation of glomerular filtration rate (GFR) and albuminuria. However, whether the association is causal remains unestablished. RESEARCH DESIGN AND METHODS: We performed a Mendelian Randomization (MR) analysis in 11,502 participants aged 40 and above, from a well-defined community in Shanghai during 2011–2013, to explore the causal association between T2D and decreased estimated GFR (eGFR) and increased urinary albumin-to-creatinine ratio (uACR). We genotyped 34 established T2D common variants in East Asians, and created a T2D-genetic risk score (GRS). We defined decreased eGFR as eGFR < 90 ml/min/1.73 m(2) and increased uACR as uACR ≥ 30 mg/g. We used the T2D_GRS as the instrumental variable (IV) to quantify the causal effect of T2D on decreased eGFR and increased uACR. RESULTS: Each 1-standard deviation (SD, 3.90 points) increment in T2D_GRS was associated with decreased eGFR: odds ratio (OR) = 1.18 (95% confidence interval [CI]: 1.01, 1.30). In the MR analysis, we demonstrated a causal relationship between genetically determined T2D and decreased eGFR (OR = 1.47, 95% CI: 1.15, 1.88, P = 0.0003). When grouping the genetic loci according to their relations with either insulin secretion (IS) or insulin resistance (IR), we found both IS_GRS and IR_GRS were significantly related to decreased eGFR (both P < 0.02). In addition, T2D_GRS and IS_GRS were significantly associated with Log-uACR (both P = 0.04). CONCLUSION: Our results provide novel evidence for a causal association between T2D and decreased eGFR by using MR approach in a Chinese population. Elsevier 2016-02-20 /pmc/articles/PMC4856750/ /pubmed/27211558 http://dx.doi.org/10.1016/j.ebiom.2016.02.032 Text en © 2016 Published by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Research Paper Xu, Min Bi, Yufang Huang, Ya Xie, Lan Hao, Mingli Zhao, Zhiyun Xu, Yu Lu, Jieli Chen, Yuhong Sun, Yimin Qi, Lu Wang, Weiqing Ning, Guang Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study |
title | Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study |
title_full | Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study |
title_fullStr | Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study |
title_full_unstemmed | Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study |
title_short | Type 2 Diabetes, Diabetes Genetic Score and Risk of Decreased Renal Function and Albuminuria: A Mendelian Randomization Study |
title_sort | type 2 diabetes, diabetes genetic score and risk of decreased renal function and albuminuria: a mendelian randomization study |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4856750/ https://www.ncbi.nlm.nih.gov/pubmed/27211558 http://dx.doi.org/10.1016/j.ebiom.2016.02.032 |
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