Cargando…

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

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 stratif...

Descripción completa

Detalles Bibliográficos
Autores principales: Park, Jae Yoon, Kim, Myoung-Hee, Han, Seung Seok, Cho, Hyunjeong, Kim, Ho, Ryu, Dong-Ryeol, Kim, Hyunwook, Lee, Hajeong, Lee, Jung Pyo, Lim, Chun-Soo, Kim, Kyoung Hoon, Joo, Kwon Wook, Kim, Yon Su, Kim, Dong Ki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436150/
https://www.ncbi.nlm.nih.gov/pubmed/25984790
http://dx.doi.org/10.1371/journal.pone.0127240
_version_ 1782372016145301504
author Park, Jae Yoon
Kim, Myoung-Hee
Han, Seung Seok
Cho, Hyunjeong
Kim, Ho
Ryu, Dong-Ryeol
Kim, Hyunwook
Lee, Hajeong
Lee, Jung Pyo
Lim, Chun-Soo
Kim, Kyoung Hoon
Joo, Kwon Wook
Kim, Yon Su
Kim, Dong Ki
author_facet Park, Jae Yoon
Kim, Myoung-Hee
Han, Seung Seok
Cho, Hyunjeong
Kim, Ho
Ryu, Dong-Ryeol
Kim, Hyunwook
Lee, Hajeong
Lee, Jung Pyo
Lim, Chun-Soo
Kim, Kyoung Hoon
Joo, Kwon Wook
Kim, Yon Su
Kim, Dong Ki
author_sort Park, Jae Yoon
collection PubMed
description 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 re-assigned 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.
format Online
Article
Text
id pubmed-4436150
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-44361502015-05-27 Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients Park, Jae Yoon Kim, Myoung-Hee Han, Seung Seok Cho, Hyunjeong Kim, Ho Ryu, Dong-Ryeol Kim, Hyunwook Lee, Hajeong Lee, Jung Pyo Lim, Chun-Soo Kim, Kyoung Hoon Joo, Kwon Wook Kim, Yon Su Kim, Dong Ki PLoS One Research Article 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 re-assigned 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. Public Library of Science 2015-05-18 /pmc/articles/PMC4436150/ /pubmed/25984790 http://dx.doi.org/10.1371/journal.pone.0127240 Text en © 2015 Park et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Park, Jae Yoon
Kim, Myoung-Hee
Han, Seung Seok
Cho, Hyunjeong
Kim, Ho
Ryu, Dong-Ryeol
Kim, Hyunwook
Lee, Hajeong
Lee, Jung Pyo
Lim, Chun-Soo
Kim, Kyoung Hoon
Joo, Kwon Wook
Kim, Yon Su
Kim, Dong Ki
Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients
title Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients
title_full Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients
title_fullStr Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients
title_full_unstemmed Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients
title_short Recalibration and Validation of the Charlson Comorbidity Index in Korean Incident Hemodialysis Patients
title_sort recalibration and validation of the charlson comorbidity index in korean incident hemodialysis patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436150/
https://www.ncbi.nlm.nih.gov/pubmed/25984790
http://dx.doi.org/10.1371/journal.pone.0127240
work_keys_str_mv AT parkjaeyoon recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT kimmyounghee recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT hanseungseok recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT chohyunjeong recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT kimho recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT ryudongryeol recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT kimhyunwook recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT leehajeong recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT leejungpyo recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT limchunsoo recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT kimkyounghoon recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT jookwonwook recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT kimyonsu recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT kimdongki recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients
AT recalibrationandvalidationofthecharlsoncomorbidityindexinkoreanincidenthemodialysispatients