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镉诱导肾小管功能障碍预测列线图。

A nomogram to predict cadmium-induced renal tubular dysfunction.

机构信息

Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China.

Department of Nephrology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China.

出版信息

Sci Rep. 2020 Jun 22;10(1):10121. doi: 10.1038/s41598-020-67124-0.

Abstract

Cadmium-induced renal dysfunction varies between individuals. It would be valuable to figure out those susceptible individuals or predict the risk of cadmium induced renal dysfunction. In the present study, we used a nomogram model to identify high-risk of cadmium-induced renal tubular dysfunction. 342 subjects living in low and moderately cadmium polluted areas were included in this study. The daily cadmium intake from food (FCd) was estimated using food survey. The cadmium in blood (BCd) and urine (UCd) were detected by using flame atomic absorption spectrometry. Urinary βMicroglobulin (UBMG) was chosen as indicator of renal dysfunction. Logistic regression was used to select the independent risk factors for renal dysfunction. Bootstrap self-sampling and calibration curves were performed to quantify our modeling strategy. Age, sex, BCd and TCd were used to construct the nomogam in total population; age, BCd and TCd were adopted in women; age and BCd were used in men. The internal validation showed the C-index was 0.76 (95% 47 confidence interval (CI): 0.71-0.82) in total population, 0.74 (95% CI: 0.69-0.79) in men and 0.78 (95% CI: 0.72-0.84) in women. The area under the curve of the nomogram was 0.77 (95% CI: 0.71-0.83) in total population, 0.82(95% CI: 0.74-0.90) in women and 0.74(95% CI: 0.66-0.82) in men. Nomogram may be a rapid and simple risk assessment tool for predicting high-risk of renal tubular dysfunction in subjects exposed cadmium.

摘要

镉诱导的肾功能障碍在个体之间存在差异。确定易感性个体或预测镉诱导的肾功能障碍的风险将是有价值的。在本研究中,我们使用列线图模型来识别镉诱导的肾小管功能障碍的高危人群。本研究纳入了居住在低中和中度镉污染地区的 342 名受试者。通过食物调查估计食物中镉的每日摄入量(FCd)。采用火焰原子吸收光谱法检测血镉(BCd)和尿镉(UCd)。尿β微球蛋白(UBMG)被选为肾功能障碍的指标。采用 Logistic 回归筛选肾功能障碍的独立危险因素。Bootstrap 自采样和校准曲线用于量化我们的建模策略。年龄、性别、BCd 和 TCd 用于构建总人群的列线图;年龄、BCd 和 TCd 用于女性;年龄和 BCd 用于男性。内部验证显示,总人群的 C 指数为 0.76(95%置信区间:0.71-0.82),男性为 0.74(95%置信区间:0.69-0.79),女性为 0.78(95%置信区间:0.72-0.84)。列线图的曲线下面积为 0.77(95%置信区间:0.71-0.83),女性为 0.82(95%置信区间:0.74-0.90),男性为 0.74(95%置信区间:0.66-0.82)。列线图可能是一种快速、简便的风险评估工具,可用于预测暴露于镉的受试者发生肾小管功能障碍的高危风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77b3/7308343/00650a39367f/41598_2020_67124_Fig1_HTML.jpg

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