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Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model
BACKGROUND: Dyslipidemia is closely related to kidney disease. We aimed to investigate the relationship between low-density lipoprotein cholesterol (LDL-C) and prognosis of IgA nephropathy (IgAN) and build a nomogram prognostic model. METHODS: 519 IgAN patients with 61 months median follow-up were e...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950098/ https://www.ncbi.nlm.nih.gov/pubmed/36843611 http://dx.doi.org/10.3389/fendo.2023.1037773 |
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author | Tian, Zhang-Yu Li, Ai-Mei Chu, Ling Hu, Jing Xie, Xian Zhang, Hao |
author_facet | Tian, Zhang-Yu Li, Ai-Mei Chu, Ling Hu, Jing Xie, Xian Zhang, Hao |
author_sort | Tian, Zhang-Yu |
collection | PubMed |
description | BACKGROUND: Dyslipidemia is closely related to kidney disease. We aimed to investigate the relationship between low-density lipoprotein cholesterol (LDL-C) and prognosis of IgA nephropathy (IgAN) and build a nomogram prognostic model. METHODS: 519 IgAN patients with 61 months median follow-up were enrolled and divided into two groups based on the cut-off value of baseline LDL-C (2.60 mmol/L): the high group (n=253) and the low group (n=266). Renal survival was assessed by Kaplan⁃Meier (KM) survival curve. Risk factors were identified by COX regression analysis. The area under the receiver operating characteristic (ROC) curves (AUC), concordance index (C-index), and calibration curves were applied to evaluate the nomogram model. RESULTS: KM survival curve analysis showed that the high LDL-C group had worse renal survival than the low LDL-C group (χ2 = 8.555, p=0.003). After adjusting for confounding factors, Cox regression analysis showed the baseline LDL-C level was an independent risk factor of end-stage renal disease (ESRD) in IgAN (HR=3.135, 95% CI 1.240~7.926, p =0.016). LDL-C, segmental sclerosis, tubular atrophy/interstitial fibrosis, the prevalence of cardiovascular disease, 24-hour proteinuria were identified and entered into the nomogram models, with AUC of 0.864, 0.827, and 0.792 respectively to predict the 5-, 8-, and 10-year risk of ESRD in IgAN. The C-index of this prediction model was respectively 0.862, 0.838, and 0.800 and was well-calibrated. CONCLUSION: Elevated LDL-C level is a predictive factor for the prognosis of IgAN. We developed a nomogram model that can predict the risk of ESRD in IgAN by using LDL-C ≥ 2.60 mmol/L. |
format | Online Article Text |
id | pubmed-9950098 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99500982023-02-25 Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model Tian, Zhang-Yu Li, Ai-Mei Chu, Ling Hu, Jing Xie, Xian Zhang, Hao Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Dyslipidemia is closely related to kidney disease. We aimed to investigate the relationship between low-density lipoprotein cholesterol (LDL-C) and prognosis of IgA nephropathy (IgAN) and build a nomogram prognostic model. METHODS: 519 IgAN patients with 61 months median follow-up were enrolled and divided into two groups based on the cut-off value of baseline LDL-C (2.60 mmol/L): the high group (n=253) and the low group (n=266). Renal survival was assessed by Kaplan⁃Meier (KM) survival curve. Risk factors were identified by COX regression analysis. The area under the receiver operating characteristic (ROC) curves (AUC), concordance index (C-index), and calibration curves were applied to evaluate the nomogram model. RESULTS: KM survival curve analysis showed that the high LDL-C group had worse renal survival than the low LDL-C group (χ2 = 8.555, p=0.003). After adjusting for confounding factors, Cox regression analysis showed the baseline LDL-C level was an independent risk factor of end-stage renal disease (ESRD) in IgAN (HR=3.135, 95% CI 1.240~7.926, p =0.016). LDL-C, segmental sclerosis, tubular atrophy/interstitial fibrosis, the prevalence of cardiovascular disease, 24-hour proteinuria were identified and entered into the nomogram models, with AUC of 0.864, 0.827, and 0.792 respectively to predict the 5-, 8-, and 10-year risk of ESRD in IgAN. The C-index of this prediction model was respectively 0.862, 0.838, and 0.800 and was well-calibrated. CONCLUSION: Elevated LDL-C level is a predictive factor for the prognosis of IgAN. We developed a nomogram model that can predict the risk of ESRD in IgAN by using LDL-C ≥ 2.60 mmol/L. Frontiers Media S.A. 2023-02-10 /pmc/articles/PMC9950098/ /pubmed/36843611 http://dx.doi.org/10.3389/fendo.2023.1037773 Text en Copyright © 2023 Tian, Li, Chu, Hu, Xie and Zhang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Tian, Zhang-Yu Li, Ai-Mei Chu, Ling Hu, Jing Xie, Xian Zhang, Hao Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model |
title | Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model |
title_full | Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model |
title_fullStr | Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model |
title_full_unstemmed | Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model |
title_short | Prognostic value of low-density lipoprotein cholesterol in IgA nephropathy and establishment of nomogram model |
title_sort | prognostic value of low-density lipoprotein cholesterol in iga nephropathy and establishment of nomogram model |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950098/ https://www.ncbi.nlm.nih.gov/pubmed/36843611 http://dx.doi.org/10.3389/fendo.2023.1037773 |
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