Predictive nomogram model for severe coronary artery calcification in end-stage kidney disease patients

被引:1
|
作者
Tang, Xinfang [1 ,2 ]
Qian, Hanyang [1 ,3 ]
Lu, Shijiu [1 ]
Huang, Hui [4 ]
Wang, Jing [1 ]
Li, Fan [1 ,5 ]
Bian, Anning [1 ,6 ]
Ye, Xiaoxue [1 ]
Yang, Guang [1 ]
Ma, Kefan [7 ]
Xing, Changying [1 ]
Xu, Yi [7 ,9 ]
Zeng, Ming [1 ,8 ]
Wang, Ningning [1 ,8 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Jiangsu Prov Hosp, Dept Nephrol, Nanjing, Peoples R China
[2] Nanjing Med Univ, Affiliated Lianyungang Oriental Hosp, Kangda Coll, Dept Nephrol, Lianyungang, Peoples R China
[3] Nanjing Tongren Hosp, Dept Nephrol, Nanjing, Peoples R China
[4] Nanjing Univ, Nanjing Drum Tower Hosp, Affiliated Drum Tower Hosp, Ctr Med Big Data,Med Sch, Nanjing, Peoples R China
[5] Nanjing BenQ Med Ctr, Dept Nephrol, Nanjing, Peoples R China
[6] Nanjing Med Univ, Geriatr Hosp, Dept Crit Med, Nanjing, Peoples R China
[7] Nanjing Med Univ, Affiliated Hosp 1, Jiangsu Prov Hosp, Dept Imaging, Nanjing, Peoples R China
[8] Nanjing Med Univ, Affiliated Hosp 1, Dept Nephrol, Guangzhou Rd 300, Nanjing 210029, Jiangsu, Peoples R China
[9] Nanjing Med Univ, Affiliated Hosp 1, Dept Imaging, Guangzhou Rd 300, Nanjing 210029, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
End-stage kidney disease; coronary artery calcification; Agatston coronary artery calcification score; left anterior descending artery; chronic kidney disease-mineral and bone disorders; nomogram; DENSITY-LIPOPROTEIN-CHOLESTEROL; SERUM ALKALINE-PHOSPHATASE; VASCULAR CALCIFICATION; CARDIOVASCULAR EVENTS; ASSOCIATION; PROGRESSION; CALCIUM; LEVEL; PROTEIN; SCORE;
D O I
10.1080/0886022X.2024.2365393
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Introduction: The Agatston coronary artery calcification score (CACS) is an assessment index for coronary artery calcification (CAC). This study aims to explore the characteristics of CAC in end-stage kidney disease (ESKD) patients and establish a predictive model to assess the risk of severe CAC in patients. Methods: CACS of ESKD patients was assessed using an electrocardiogram-gated coronary computed tomography (CT) scan with the Agatston scoring method. A predictive nomogram model was established based on stepwise regression. An independent validation cohort comprised of patients with ESKD from multicentres. Results: 369 ESKD patients were enrolled in the training set, and 127 patients were included in the validation set. In the training set, the patients were divided into three subgroups: no calcification (CACS = 0, n = 98), mild calcification (0 < CACS <= 400, n = 141) and severe calcification (CACS > 400, n = 130). Among the four coronary branches, the left anterior descending branch (LAD) accounted for the highest proportion of calcification. Stepwise regression analysis showed that age, dialysis vintage, beta-receptor blocker, calcium-phosphorus product (Ca x P), and alkaline phosphatase (ALP) level were independent risk factors for severe CAC. A nomogram that predicts the risk of severe CAC in ESKD patients has been internally and externally validated, demonstrating high sensitivity and specificity. Conclusion: CAC is both prevalent and severe in ESKD patients. In the four branches of the coronary arteries, LAD calcification is the most common. Our validated nomogram model, based on clinical risk factors, can help predict the risk of severe coronary calcification in ESKD patients who cannot undergo coronary CT analysis.
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页数:11
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