美国中老年糖尿病患者血清α-Klotho水平与糖尿病肾病患病率之间的关系:一项使用NHANES 2007-2016数据的横断面研究

IF 3.8 3区 医学 Q2 Medicine
Diabetes Therapy Pub Date : 2025-03-01 Epub Date: 2025-02-10 DOI:10.1007/s13300-024-01683-7
Shaowei Ding, Jinrui Sun, Lin Wang, Ling Wu, Weijing Liu
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引用次数: 0

摘要

导言:糖尿病肾病(DKD)是一种与糖尿病相关的重要微血管并发症,是终末期肾脏疾病的主要诱发因素。虽然许多研究都强调了抗衰老蛋白Klotho的肾脏保护作用,但糖尿病患者中Klotho和DKD之间的潜在联系仍然是一个有争议的话题,仍然需要利用大型人群数据库进行全面的研究。方法:这项具有全国人口代表性的横断面研究检查了2007-2016年国家健康与营养检查调查(NHANES)周期中收集的40-79岁美国糖尿病患者的数据。采用酶联免疫吸附法(ELISA)检测血清α-Klotho水平。鉴于血清kloho水平不是正态分布,我们的分析是基于从Klotho自然对数转换的值。为了评估Klotho水平与DKD患病率之间的关系,考虑到潜在的混杂因素,使用了多变量回归模型。此外,我们应用光滑曲线拟合和分段回归分析来研究可能的阈值效应并识别拐点。进行亚组分析和交叉检验以评估一般人群中相关性的一致性。结果:共纳入糖尿病患者4490例,中位年龄60.0岁,男性48.2%。在这些参与者中,1352人(30.1%)被诊断为DKD。完全调整后的模型(模型3)显示Klotho水平与DKD患病率呈显著负相关。统计分析显示,在完全调整的模型3中,log-transformed Klotho每增加1个单位,DKD患病率就会降低42% [OR 0.58, 95% CI (0.42, 0.80), p = 0.002]。采用光滑曲线拟合的进一步分析显示,Klotho水平与DKD患病率之间呈u型关系,拐点为6.82(经过自然对数转换)。结论:本研究确定了Klotho水平与美国中老年糖尿病患者DKD患病率之间的u型关系,拐点为6.82(经过自然对数转换)。在此阈值之前,Klotho与DKD患病率呈负相关,而在此拐点之后,Klotho与DKD患病率呈正相关。建议未来的研究调查这种关系背后的因果关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association Between Serum α-Klotho Levels and Diabetic Kidney Disease Prevalence in Middle-Aged and Elderly US Patients with Diabetes: A Cross-Sectional Study Using NHANES 2007-2016 Data.

Introduction: Diabetic kidney disease (DKD) represents a significant microvascular complication associated with diabetes and serves as a major contributor to end-stage renal disease. While many studies have highlighted the renal protective effects of the anti-aging protein Klotho, the potential link between Klotho and DKD within individuals with diabetes remains a subject of debate, and comprehensive studies utilizing large population-based databases are still needed.

Methods: This cross-sectional study, which is representative of the national population, examined data from US patients with diabetes aged 40-79 years, collected during the 2007-2016 cycles of the National Health and Nutrition Examination Survey (NHANES). Serum α-Klotho levels were determined using enzyme-linked immunosorbent assay (ELISA) techniques. Given that serum Klorho levels are not normally distributed, our analysis is based on values converted from the natural logarithm of Klotho. To assess the association between Klotho levels and the prevalence of DKD, multivariate regression models were utilized, taking into account potential confounding factors. Furthermore, we applied smooth curve fitting and segmented regression analyses to investigate possible threshold effects and identify inflection points. Subgroup analyses and cross-tests were performed to assess the consistency of associations in the general population.

Results: The investigation included 4490 individuals with diabetes, with an median age of 60.0 years and 48.2% of them being male. Among these participants, 1352 (30.1%) were diagnosed with DKD. The fully adjusted model (model 3) indicated a significant inverse relationship between Klotho levels and DKD prevalence. Statistical analysis showed that in fully adjusted model 3, each 1-unit increase in log-transformed Klotho was associated with a 42% reduction in DKD prevalence [OR 0.58, 95% CI (0.42, 0.80), p = 0.002]. Further analysis using smooth curve fitting revealed a U-shaped relationship between Klotho levels and DKD prevalence, with an inflection point at 6.82 (after natural logarithm conversion).

Conclusions: This study identified a U-shaped relationship between Klotho levels and the prevalence of DKD in middle-aged and older adults with diabetes in the USA, with an inflection point of 6.82 (after natural logarithm conversion). Prior to this threshold, the relationship between Klotho and DKD prevalence was negatively correlated, while after the inflection point, the relationship became positive. Future studies are recommended to investigate the causal relationship behind this relationship.

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来源期刊
Diabetes Therapy
Diabetes Therapy Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
6.90
自引率
7.90%
发文量
130
审稿时长
6 weeks
期刊介绍: Diabetes Therapy is an international, peer reviewed, rapid-publication (peer review in 2 weeks, published 3–4 weeks from acceptance) journal dedicated to the publication of high-quality clinical (all phases), observational, real-world, and health outcomes research around the discovery, development, and use of therapeutics and interventions (including devices) across all areas of diabetes. Studies relating to diagnostics and diagnosis, pharmacoeconomics, public health, epidemiology, quality of life, and patient care, management, and education are also encouraged. The journal is of interest to a broad audience of healthcare professionals and publishes original research, reviews, communications and letters. The journal is read by a global audience and receives submissions from all over the world. Diabetes Therapy will consider all scientifically sound research be it positive, confirmatory or negative data. Submissions are welcomed whether they relate to an international and/or a country-specific audience, something that is crucially important when researchers are trying to target more specific patient populations. This inclusive approach allows the journal to assist in the dissemination of all scientifically and ethically sound research.
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