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Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan
BACKGROUND AND AIM: The prevalence of ulcerative colitis (UC) is increasing in Japan. Validated claims‐based definitions are required to investigate the epidemiology of UC and its treatment and disease course in clinical practice. This study aimed to develop a claims‐based algorithm for UC in Japan....
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9298722/ https://www.ncbi.nlm.nih.gov/pubmed/34738649 http://dx.doi.org/10.1111/jgh.15732 |
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author | Ogino, Haruei Morikubo, Hiromu Fukaura, Keita Okui, Tasuku Gardiner, Sean Sugiyama, Naonobu Yoshii, Noritoshi Kawaguchi, Tsutomu Chen, Haoqian Nonnenmacher, Edward Setoguchi, Soko Nakashima, Naoki Kobayashi, Taku |
author_facet | Ogino, Haruei Morikubo, Hiromu Fukaura, Keita Okui, Tasuku Gardiner, Sean Sugiyama, Naonobu Yoshii, Noritoshi Kawaguchi, Tsutomu Chen, Haoqian Nonnenmacher, Edward Setoguchi, Soko Nakashima, Naoki Kobayashi, Taku |
author_sort | Ogino, Haruei |
collection | PubMed |
description | BACKGROUND AND AIM: The prevalence of ulcerative colitis (UC) is increasing in Japan. Validated claims‐based definitions are required to investigate the epidemiology of UC and its treatment and disease course in clinical practice. This study aimed to develop a claims‐based algorithm for UC in Japan. METHODS: A committee of epidemiologists, gastroenterologists, and internal medicine physicians developed a claims‐based definition for UC, based on diagnostic codes and claims for UC treatments, procedures (cytapheresis), or surgery (postoperative claims). Claims data and medical records for a random sample of 200 cases per site at two large tertiary care academic centers in Japan were used to calculate the positive predictive value (PPV) of the algorithm for three gold standards of diagnosis, defined as physician diagnosis in the medical records, adjudicated cases, or registration in the Japanese Intractable Disease Registry (IDR). RESULTS: Overall, 1139 claims‐defined UC cases were identified. Among 393 randomly sampled cases (mean age 44; 48% female), 94% had received ≥ 1 systemic treatment (immunosuppressants, tumor necrosis factor inhibitors, corticosteroids, or antidiarrheals), 7% had cytapheresis, and 7% had postoperative claims. When physician diagnosis was used as a gold standard, PPV was 90.6% (95% confidence interval [CI]: 87.7–93.5). PPV with expert adjudication was also 90.6% (95% CI: 87.7–93.5). PPVs with enrollment in the IDR as gold standard were lower at 41.5% (95% CI: 36.6–46.3) due to incomplete case registration. CONCLUSIONS: The claims‐based algorithm developed for use in Japan is likely to identify UC cases with high PPV for clinical studies using administrative claims databases. |
format | Online Article Text |
id | pubmed-9298722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92987222022-07-21 Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan Ogino, Haruei Morikubo, Hiromu Fukaura, Keita Okui, Tasuku Gardiner, Sean Sugiyama, Naonobu Yoshii, Noritoshi Kawaguchi, Tsutomu Chen, Haoqian Nonnenmacher, Edward Setoguchi, Soko Nakashima, Naoki Kobayashi, Taku J Gastroenterol Hepatol Original Articles ‐ Gastroenterology (Clinical) BACKGROUND AND AIM: The prevalence of ulcerative colitis (UC) is increasing in Japan. Validated claims‐based definitions are required to investigate the epidemiology of UC and its treatment and disease course in clinical practice. This study aimed to develop a claims‐based algorithm for UC in Japan. METHODS: A committee of epidemiologists, gastroenterologists, and internal medicine physicians developed a claims‐based definition for UC, based on diagnostic codes and claims for UC treatments, procedures (cytapheresis), or surgery (postoperative claims). Claims data and medical records for a random sample of 200 cases per site at two large tertiary care academic centers in Japan were used to calculate the positive predictive value (PPV) of the algorithm for three gold standards of diagnosis, defined as physician diagnosis in the medical records, adjudicated cases, or registration in the Japanese Intractable Disease Registry (IDR). RESULTS: Overall, 1139 claims‐defined UC cases were identified. Among 393 randomly sampled cases (mean age 44; 48% female), 94% had received ≥ 1 systemic treatment (immunosuppressants, tumor necrosis factor inhibitors, corticosteroids, or antidiarrheals), 7% had cytapheresis, and 7% had postoperative claims. When physician diagnosis was used as a gold standard, PPV was 90.6% (95% confidence interval [CI]: 87.7–93.5). PPV with expert adjudication was also 90.6% (95% CI: 87.7–93.5). PPVs with enrollment in the IDR as gold standard were lower at 41.5% (95% CI: 36.6–46.3) due to incomplete case registration. CONCLUSIONS: The claims‐based algorithm developed for use in Japan is likely to identify UC cases with high PPV for clinical studies using administrative claims databases. John Wiley and Sons Inc. 2021-11-26 2022-03 /pmc/articles/PMC9298722/ /pubmed/34738649 http://dx.doi.org/10.1111/jgh.15732 Text en © 2021 Pfizer Inc. Journal of Gastroenterology and Hepatology published by Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles ‐ Gastroenterology (Clinical) Ogino, Haruei Morikubo, Hiromu Fukaura, Keita Okui, Tasuku Gardiner, Sean Sugiyama, Naonobu Yoshii, Noritoshi Kawaguchi, Tsutomu Chen, Haoqian Nonnenmacher, Edward Setoguchi, Soko Nakashima, Naoki Kobayashi, Taku Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan |
title | Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan |
title_full | Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan |
title_fullStr | Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan |
title_full_unstemmed | Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan |
title_short | Validation of a claims‐based algorithm to identify cases of ulcerative colitis in Japan |
title_sort | validation of a claims‐based algorithm to identify cases of ulcerative colitis in japan |
topic | Original Articles ‐ Gastroenterology (Clinical) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9298722/ https://www.ncbi.nlm.nih.gov/pubmed/34738649 http://dx.doi.org/10.1111/jgh.15732 |
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