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:5
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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
刚刚
2秒前
2秒前
2秒前
2秒前
wwww发布了新的文献求助10
2秒前
3秒前
星辰大海应助虾米吃螃蟹采纳,获得10
3秒前
NexusExplorer应助朴实的无极采纳,获得10
4秒前
谷雨应助努力的咩咩采纳,获得10
4秒前
4秒前
Andy发布了新的文献求助10
6秒前
6秒前
bkagyin应助毛线球球采纳,获得10
6秒前
天天快乐应助春风明月采纳,获得10
7秒前
yyy发布了新的文献求助10
8秒前
林安笙完成签到,获得积分10
8秒前
cau_zq发布了新的文献求助10
9秒前
李爱国应助义气语海采纳,获得10
9秒前
9秒前
科研通AI2S应助花成花采纳,获得10
10秒前
BareBear应助花成花采纳,获得10
10秒前
11秒前
13秒前
qing完成签到 ,获得积分10
14秒前
皮皮团完成签到 ,获得积分10
14秒前
14秒前
16秒前
调皮又蓝发布了新的文献求助30
17秒前
17秒前
18秒前
fabea完成签到,获得积分0
18秒前
19秒前
安静的十八完成签到,获得积分10
20秒前
共享精神应助小李采纳,获得10
20秒前
Rason发布了新的文献求助10
21秒前
柯镇恶完成签到,获得积分10
22秒前
飞快的甜瓜完成签到,获得积分20
22秒前
打打应助杨桃采纳,获得10
22秒前
纯真乐儿完成签到 ,获得积分10
23秒前
高分求助中
Clinical Microbiology Procedures Handbook, Multi-Volume, 5th Edition 临床微生物学程序手册,多卷,第5版 2000
List of 1,091 Public Pension Profiles by Region 1621
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] | NHBS Field Guides & Natural History 1500
The Victim–Offender Overlap During the Global Pandemic: A Comparative Study Across Western and Non-Western Countries 1000
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 1000
Brittle fracture in welded ships 1000
King Tyrant 720
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5588492
求助须知:如何正确求助?哪些是违规求助? 4671582
关于积分的说明 14787884
捐赠科研通 4625454
什么是DOI,文献DOI怎么找? 2531836
邀请新用户注册赠送积分活动 1500428
关于科研通互助平台的介绍 1468314