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Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure
BACKGROUND: Clinical research requires that diagnostic codes captured from routinely collected health administrative data accurately identify individuals with a disease. OBJECTIVE: In this study, we validated the International Classification of Disease 10th Revision (ICD-10) definition for kidney tr...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747098/ https://www.ncbi.nlm.nih.gov/pubmed/33403117 http://dx.doi.org/10.1177/2054358120977390 |
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author | Massicotte-Azarniouch, David Sood, Manish M. Fergusson, Dean A. Knoll, Greg A. |
author_facet | Massicotte-Azarniouch, David Sood, Manish M. Fergusson, Dean A. Knoll, Greg A. |
author_sort | Massicotte-Azarniouch, David |
collection | PubMed |
description | BACKGROUND: Clinical research requires that diagnostic codes captured from routinely collected health administrative data accurately identify individuals with a disease. OBJECTIVE: In this study, we validated the International Classification of Disease 10th Revision (ICD-10) definition for kidney transplant rejection (T86.100) and for kidney transplant failure (T86.101). DESIGN: Retrospective cohort study. SETTING: A large, regional transplantation center in Ontario, Canada. PATIENTS: All adult kidney transplant recipients from 2002 to 2018. MEASUREMENTS: Chart review was undertaken to identify the first occurrence of biopsy-confirmed rejection and graft loss for all participants. For each observation, we determined the first date a single ICD-10 code T86.100 or T86.101 was recorded as a hospital encounter discharge diagnosis. METHODS: Using chart review as the gold standard, we determined the sensitivity, specificity, and positive predictive value (PPV) for the ICD-10 codes T86.100 and T86.101. RESULTS: Our study population comprised of 1,258 kidney transplant recipients. The prevalence of rejection and death-censored graft loss were 15.6 and 9.1%, respectively. For the ICD-10 rejection code (T86.100), sensitivity was 72.9% (95% confidence interval [CI], 66.6-79.2), specificity 97.5% (96.5-98.4), and PPV 83.8% (78.3-89.4). For the ICD-10 graft loss code (T86.101), sensitivity was 21.2% (95% CI, 13.2-29.3), specificity 86.3% (84.3-88.3), and PPV 11.7% (7.0-16.4). LIMITATIONS: Single-center study which may limit generalizability of our findings. CONCLUSIONS: A single ICD-10 code for kidney transplant rejection (T86.100) was present in 84% of true kidney transplant rejections and is an accurate way of identifying kidney transplant recipients with rejection using administrative health data. The ICD-10 code for graft failure (T86.101) performed poorly and should not be used for administrative health research. |
format | Online Article Text |
id | pubmed-7747098 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-77470982021-01-04 Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure Massicotte-Azarniouch, David Sood, Manish M. Fergusson, Dean A. Knoll, Greg A. Can J Kidney Health Dis Original Clinical Research Quantitative BACKGROUND: Clinical research requires that diagnostic codes captured from routinely collected health administrative data accurately identify individuals with a disease. OBJECTIVE: In this study, we validated the International Classification of Disease 10th Revision (ICD-10) definition for kidney transplant rejection (T86.100) and for kidney transplant failure (T86.101). DESIGN: Retrospective cohort study. SETTING: A large, regional transplantation center in Ontario, Canada. PATIENTS: All adult kidney transplant recipients from 2002 to 2018. MEASUREMENTS: Chart review was undertaken to identify the first occurrence of biopsy-confirmed rejection and graft loss for all participants. For each observation, we determined the first date a single ICD-10 code T86.100 or T86.101 was recorded as a hospital encounter discharge diagnosis. METHODS: Using chart review as the gold standard, we determined the sensitivity, specificity, and positive predictive value (PPV) for the ICD-10 codes T86.100 and T86.101. RESULTS: Our study population comprised of 1,258 kidney transplant recipients. The prevalence of rejection and death-censored graft loss were 15.6 and 9.1%, respectively. For the ICD-10 rejection code (T86.100), sensitivity was 72.9% (95% confidence interval [CI], 66.6-79.2), specificity 97.5% (96.5-98.4), and PPV 83.8% (78.3-89.4). For the ICD-10 graft loss code (T86.101), sensitivity was 21.2% (95% CI, 13.2-29.3), specificity 86.3% (84.3-88.3), and PPV 11.7% (7.0-16.4). LIMITATIONS: Single-center study which may limit generalizability of our findings. CONCLUSIONS: A single ICD-10 code for kidney transplant rejection (T86.100) was present in 84% of true kidney transplant rejections and is an accurate way of identifying kidney transplant recipients with rejection using administrative health data. The ICD-10 code for graft failure (T86.101) performed poorly and should not be used for administrative health research. SAGE Publications 2020-12-16 /pmc/articles/PMC7747098/ /pubmed/33403117 http://dx.doi.org/10.1177/2054358120977390 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Clinical Research Quantitative Massicotte-Azarniouch, David Sood, Manish M. Fergusson, Dean A. Knoll, Greg A. Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure |
title | Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure |
title_full | Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure |
title_fullStr | Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure |
title_full_unstemmed | Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure |
title_short | Validation of the International Classification of Disease 10th Revision Codes for Kidney Transplant Rejection and Failure |
title_sort | validation of the international classification of disease 10th revision codes for kidney transplant rejection and failure |
topic | Original Clinical Research Quantitative |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747098/ https://www.ncbi.nlm.nih.gov/pubmed/33403117 http://dx.doi.org/10.1177/2054358120977390 |
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