Nomogram for Predicting Cardiovascular Mortality in Incident Peritoneal Dialysis Patients: An Observational Study

被引:15
|
作者
Xia, Xi [1 ,2 ]
Zhao, Chen [1 ,2 ,3 ]
Luo, Qimei [1 ,2 ]
Zhou, Qian [1 ,2 ]
Lin, Zhenchuan [1 ,2 ]
Guo, Xiaobo [4 ,5 ]
Wang, Xueqin [4 ,5 ,6 ]
Lin, Jianxiong [1 ,2 ]
Yang, Xiao [1 ,2 ]
Yu, Xueqing [1 ,2 ]
Huang, Fengxian [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Nephrol, Guangzhou 510080, Guangdong, Peoples R China
[2] Minist Hlth & Guangdong Prov, Key Lab Nephrol, Guangzhou 510080, Guangdong, Peoples R China
[3] Anhui Med Univ, Anhui Prov Hosp, Dept Nephrol, Hefei 230001, Anhui, Peoples R China
[4] Sun Yat Sen Univ, Dept Stat Sci, Sch Math & Computat Sci, Guangzhou 510275, Guangdong, Peoples R China
[5] Sun Yat Sen Univ, Southern China Res Ctr Stat Sci, Guangzhou 510275, Guangdong, Peoples R China
[6] Sun Yat Sen Univ, Zhongshan Sch Med, Guangzhou 510080, Guangdong, Peoples R China
来源
SCIENTIFIC REPORTS | 2017年 / 7卷
基金
中国国家自然科学基金;
关键词
RISK SCORE; CALCIFICATION SCORE; PROGNOSTIC VALUE; DISEASE; VALIDATION; DEATH;
D O I
10.1038/s41598-017-14489-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cardiovascular mortality risk is high for peritoneal dialysis (PD) patients but it varies considerably among individuals. There is no clinical tool to predict cardiovascular mortality for PD patients yet. Therefore, we developed a cardiovascular mortality risk nomogram in a PD patient cohort. We derived and internally validated the nomogram in incident adult PD patients randomly assigned to a training (N = 918) or a validation (N = 460) dataset. The nomogram was built using the LASSO Cox regression model. Increasing age, history of cardiovascular disease or diabetes were consistent predictors of cardiovascular mortality. Low hemoglobin and serum albumin, high hypersensitive C-reactive protein and decreasing 24 hours urine output were identified as non-traditional cardiovascular risk predictors. In the validation dataset, the above nomogram performed good discrimination (1 year c-statistic = 0.83; 3 year c-statistic = 0.78) and calibration. This tool can classify patients between those at high risk of cardiovascular mortality (high-risk group) and those of low risk (low-risk group). Cardiovascular mortality was significantly different in the internal validation set of patients for the high-risk group compared to the low-risk group (HR 3.77, 2.14-6.64; p < 0.001). This novel nomogram can accurately predict cardiovascular mortality risk in incident PD patients.
引用
收藏
页数:8
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