Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients

被引:22
|
作者
Park, Jae Yoon [1 ]
Kim, Myoung-Hee [2 ]
Han, Seung Seok [1 ]
Cho, Hyunjeong [1 ]
Kim, Ho [3 ]
Ryu, Dong-Ryeol [4 ,5 ]
Kim, Hyunwook [6 ]
Lee, Hajeong
Lee, Jung Pyo [7 ]
Lim, Chun-Soo [7 ]
Kim, Kyoung Hoon [8 ]
Joo, Kwon Wook [1 ]
Kim, Yon Su [1 ]
Kim, Dong Ki [1 ]
机构
[1] Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul 151, South Korea
[2] Eulji Univ, Coll Hlth Sci, Dept Dent Hyg, Taejon, Gyeonggi Do, South Korea
[3] Seoul Natl Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Seoul, South Korea
[4] Ewha Womans Univ, Dept Internal Med, Seoul, South Korea
[5] Ewha Womans Univ, Sch Med, Ewha Med Res Inst, Seoul, South Korea
[6] Wonkwang Univ, Dept Internal Med, Coll Med Sanbon Hosp, Iksan Si, Gyeonggi Do, South Korea
[7] Seoul Natl Univ, Med Ctr, Dept Internal Med, Seoul, South Korea
[8] Korea Univ, Grad Sch, Dept Publ Hlth, Seoul, South Korea
来源
PLOS ONE | 2015年 / 10卷 / 05期
关键词
STAGE RENAL-DISEASE; DIALYSIS PATIENTS; RISK ADJUSTMENT; MORTALITY; PREDICTORS; SURVIVAL; POPULATION; MORBIDITY; OUTCOMES; SCORE;
D O I
10.1371/journal.pone.0127240
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
Background Weights assigned to comorbidities to predict mortality may vary based on the type of index disease and advances in the management of comorbidities. We aimed to develop a modified Charlson comorbidity index (CCI) in incident hemodialysis patients (mCCI-IHD), thereby improving risk stratification for mortality. Methods Data on 24,738 Koreans who received their first hemodialysis treatment between 2005 and 2008 were obtained from the Korean Health Insurance dataset. The mCCI-IHD score were calculated by summing up the weights which were assigned to individual comorbidities according to their relative prognostic significance determined by multivariate Cox proportional hazards model. The modified index was validated in an independent nationwide prospective cohort (n=1,100). Results The Cox proportional hazards model revealed that all comorbidities in the CCI except ulcers significantly predicted mortality. Thus, the mCCI-IHD included 14 comorbidities with reassigned severity weights. In the validation cohort, both the CCI and the mCCI-IHD were correlated with mortality. However, the mCCI-IHD showed modest but significant increases in c statistics compared with the CCI at 6 months and 1 year. The analyses using continuous net reclassification improvement revealed that the mCCI-IHD improved net mortality risk reclassification by 24.6% (95% CI, 2.5-46.7; P=0.03), 26.2% (95% CI, 1.0-51.4; P=0.04) and 42.8%(95% CI, 4.9-80.8; P=0.03) with respect to the CCI at 6 months and 1 and 2 years, respectively. Conclusions The mCCI-IHD facilitates better risk stratification for mortality in incident hemodialysis patients compared with the CCI, suggesting that it may be a preferred index for use in clinical practice and the statistical analysis of epidemiological studies.
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页数:14
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