Urine Albumin-Creatinine Ratio Variability in People With Type 2 Diabetes: Clinical and Research Implications

医学 组内相关 肌酐 尿 糖尿病 肾脏疾病 变异系数 2型糖尿病 蛋白尿 内科学 泌尿科 内分泌学 统计 数学 临床心理学 心理测量学
作者
Natasha Rasaratnam,Agus Salim,Irene Blackberry,Mark E. Cooper,Dianna J. Magliano,Peter van Wijngaarden,Suresh Varadarajan,Julian W. Sacre,Jonathan E. Shaw
出处
期刊:American Journal of Kidney Diseases [Elsevier]
卷期号:84 (1): 8-17.e1 被引量:2
标识
DOI:10.1053/j.ajkd.2023.12.018
摘要

Rationale & Objective Evidence has demonstrated that albuminuria is a key diagnostic and prognostic marker of diabetic chronic kidney disease, but the impact of its day-to-day variability has not been adequately considered. This study quantified within-individual variability of albuminuria in people with type 2 diabetes to inform clinical albuminuria monitoring. Study Design Descriptive cross-sectional analysis. Setting & Participants People with type 2 diabetes (n = 826, 67.1 [IQR, 60.3-72.4] years, 64.9% male) participating in the Progression of Diabetic Complications (PREDICT) cohort study. Exposure Four spot urine collections for measurement of urinary albumin-creatinine ratio (UACR) within 4 weeks. Outcome Variability of UACR. Analytical Approach We characterized within-individual variability (coefficient of variation [CV], 95% limits of random variation, intraclass correlation coefficient), developed a nomogram displaying probabilities that any observed difference between a pair of UACR values truly exceeded a 30% difference, and estimated the ranges of diagnostic uncertainty to inform a need for additional UACR collections to exclude or confirm albuminuria. Multiple linear regression examined factors influencing UACR variability. Results We observed high within-individual variability (CV 48.8%; 95% limits of random variation showed a repeated UACR to be as high/low as 3.78/0.26 times the first). If a single-collection UACR increased from 2 to 5 mg/mmol, the probability that UACR actually increased by at least 30% was only 50%, rising to 97% when 2 collections were obtained at each time point. The ranges of diagnostic uncertainty were 2.0-4.0 mg/mmol after an initial UACR test, narrowing to 2.4-3.2 and 2.7-2.9 mg/mmol for the mean of 2 and 3 collections, respectively. Some factors correlated with higher (female sex; moderately increased albuminuria) or lower (reduced estimated glomerular filtration rate and sodium-glucose cotransporter 2 inhibitor/angiotensin-converting enzyme inhibitor/angiotensin receptor blocker treatment) within-individual UACR variability. Limitations Reliance on the mean of 4 UACR collections as the reference standard for albuminuria. Conclusions UACR demonstrates a high degree of within-individual variability among individuals with type 2 diabetes. Multiple urine collections for UACR may improve capacity to monitor changes over time in clinical and research settings but may not be necessary for the diagnosis of albuminuria. Plain-Language Summary Albuminuria (albumin in urine) is a diagnostic and prognostic marker of diabetic chronic kidney disease. However, albuminuria can vary within an individual from day to day. We compared 4 random spot urinary albumin-creatinine ratio (UACR) samples from 826 participants. We found that a second UACR collection may be as small as a fourth or as large as almost 4 times the first sample's UACR level. This high degree of variability presents a challenge to our ability to interpret changes in albuminuria. Multiple collections have been suggested as a solution. We have constructed tools that may aid clinicians in deciding how many urine collections are required to monitor and diagnose albuminuria. Multiple urine collections may be required for individual monitoring but not necessarily for diagnosis. Evidence has demonstrated that albuminuria is a key diagnostic and prognostic marker of diabetic chronic kidney disease, but the impact of its day-to-day variability has not been adequately considered. This study quantified within-individual variability of albuminuria in people with type 2 diabetes to inform clinical albuminuria monitoring. Descriptive cross-sectional analysis. People with type 2 diabetes (n = 826, 67.1 [IQR, 60.3-72.4] years, 64.9% male) participating in the Progression of Diabetic Complications (PREDICT) cohort study. Four spot urine collections for measurement of urinary albumin-creatinine ratio (UACR) within 4 weeks. Variability of UACR. We characterized within-individual variability (coefficient of variation [CV], 95% limits of random variation, intraclass correlation coefficient), developed a nomogram displaying probabilities that any observed difference between a pair of UACR values truly exceeded a 30% difference, and estimated the ranges of diagnostic uncertainty to inform a need for additional UACR collections to exclude or confirm albuminuria. Multiple linear regression examined factors influencing UACR variability. We observed high within-individual variability (CV 48.8%; 95% limits of random variation showed a repeated UACR to be as high/low as 3.78/0.26 times the first). If a single-collection UACR increased from 2 to 5 mg/mmol, the probability that UACR actually increased by at least 30% was only 50%, rising to 97% when 2 collections were obtained at each time point. The ranges of diagnostic uncertainty were 2.0-4.0 mg/mmol after an initial UACR test, narrowing to 2.4-3.2 and 2.7-2.9 mg/mmol for the mean of 2 and 3 collections, respectively. Some factors correlated with higher (female sex; moderately increased albuminuria) or lower (reduced estimated glomerular filtration rate and sodium-glucose cotransporter 2 inhibitor/angiotensin-converting enzyme inhibitor/angiotensin receptor blocker treatment) within-individual UACR variability. Reliance on the mean of 4 UACR collections as the reference standard for albuminuria. UACR demonstrates a high degree of within-individual variability among individuals with type 2 diabetes. Multiple urine collections for UACR may improve capacity to monitor changes over time in clinical and research settings but may not be necessary for the diagnosis of albuminuria.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
害羞的采波完成签到,获得积分10
1秒前
1秒前
2秒前
Xu发布了新的文献求助10
4秒前
tim发布了新的文献求助10
4秒前
小蘑菇应助XZZH采纳,获得30
4秒前
4秒前
4秒前
hezi发布了新的文献求助30
5秒前
Xiaoqiang发布了新的文献求助10
5秒前
5秒前
我是老大应助张张采纳,获得10
6秒前
小何发布了新的文献求助10
6秒前
二号发布了新的文献求助10
8秒前
识途发布了新的文献求助10
9秒前
10秒前
zhe关注了科研通微信公众号
10秒前
纯真电源发布了新的文献求助10
10秒前
Maxmium完成签到,获得积分10
11秒前
12秒前
搜集达人应助ng采纳,获得10
12秒前
科目三应助yangquanquan采纳,获得10
13秒前
在水一方应助yangquanquan采纳,获得10
13秒前
13秒前
sx应助yangquanquan采纳,获得10
13秒前
13秒前
sx应助yangquanquan采纳,获得10
13秒前
sx应助yangquanquan采纳,获得10
13秒前
大聪明完成签到,获得积分10
13秒前
14秒前
Cola完成签到,获得积分10
15秒前
琪琪琪琪发布了新的文献求助10
15秒前
tim完成签到,获得积分10
16秒前
Xiaoqiang完成签到,获得积分10
16秒前
17秒前
hezi完成签到,获得积分10
17秒前
20秒前
张张发布了新的文献求助10
21秒前
yongfeng完成签到,获得积分10
21秒前
21秒前
高分求助中
Evolution 10000
Sustainability in Tides Chemistry 2800
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
An Introduction to Geographical and Urban Economics: A Spiky World Book by Charles van Marrewijk, Harry Garretsen, and Steven Brakman 600
Diagnostic immunohistochemistry : theranostic and genomic applications 6th Edition 500
Mantiden: Faszinierende Lauerjäger Faszinierende Lauerjäger 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3153477
求助须知:如何正确求助?哪些是违规求助? 2804686
关于积分的说明 7860928
捐赠科研通 2462634
什么是DOI,文献DOI怎么找? 1310875
科研通“疑难数据库(出版商)”最低求助积分说明 629416
版权声明 601794