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Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study
BACKGROUND: Patients with Mycobacterium avium complex (MAC) lung disease (LD) have a heterogeneous prognosis. This study aimed to develop and validate a prognostic scoring model for these patients using independent risk factors for survival. METHODS: We retrospectively analyzed the data of patients...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5477133/ https://www.ncbi.nlm.nih.gov/pubmed/28629426 http://dx.doi.org/10.1186/s12879-017-2544-0 |
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author | Kumagai, Shogo Ito, Akihiro Hashimoto, Toru Marumo, Satoshi Tokumasu, Hironobu Kotani, Aya Yamaki, Haruka Shirata, Masahiro Furuuchi, Koji Fukui, Motonari Ishida, Tadashi |
author_facet | Kumagai, Shogo Ito, Akihiro Hashimoto, Toru Marumo, Satoshi Tokumasu, Hironobu Kotani, Aya Yamaki, Haruka Shirata, Masahiro Furuuchi, Koji Fukui, Motonari Ishida, Tadashi |
author_sort | Kumagai, Shogo |
collection | PubMed |
description | BACKGROUND: Patients with Mycobacterium avium complex (MAC) lung disease (LD) have a heterogeneous prognosis. This study aimed to develop and validate a prognostic scoring model for these patients using independent risk factors for survival. METHODS: We retrospectively analyzed the data of patients with MAC-LD from two hospitals (cohort 1, n = 368; cohort 2, n = 118). Cohort 1 was evaluated using a multivariate Cox proportional hazards model to identify independent risk factors for overall survival (OS). A prognostic scoring model composed of these factors was developed, and cohort 1 was stratified into three groups according to risk using the log-rank test. Finally, the prognostic scoring model was validated using the data of cohort 2. RESULTS: Seven independent risk factors for OS were selected from cohort 1, including the male sex, age ≥ 70 years, the presence of a malignancy, body mass index <18.5 kg/m(2), lymphocyte count <1000 cells/μL, serum albumin levels <3.5 g/dL, and fibrocavitary disease. The areas under the receiver operating characteristic curves for the prognostic scoring model were 0.84 [95% confidence interval (CI), 0.80 − 0.89] for cohort 1 and 0.84 (95% CI, 0.75 − 0.92) for cohort 2. The 5-year OS rates of patients stratified into low-risk, intermediate-risk, and high-risk groups were 97.6, 76.6, and 30.8%, respectively (P < 0.001), in cohort 1, and 97.2, 82.3, and 45.4%, respectively (P < 0.001), in cohort 2. CONCLUSIONS: This study is the first to develop and validate a prognostic scoring model for patients with MAC-LD. This model may prove useful in clinical settings and practical in estimating the prognosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12879-017-2544-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5477133 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54771332017-06-22 Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study Kumagai, Shogo Ito, Akihiro Hashimoto, Toru Marumo, Satoshi Tokumasu, Hironobu Kotani, Aya Yamaki, Haruka Shirata, Masahiro Furuuchi, Koji Fukui, Motonari Ishida, Tadashi BMC Infect Dis Research Article BACKGROUND: Patients with Mycobacterium avium complex (MAC) lung disease (LD) have a heterogeneous prognosis. This study aimed to develop and validate a prognostic scoring model for these patients using independent risk factors for survival. METHODS: We retrospectively analyzed the data of patients with MAC-LD from two hospitals (cohort 1, n = 368; cohort 2, n = 118). Cohort 1 was evaluated using a multivariate Cox proportional hazards model to identify independent risk factors for overall survival (OS). A prognostic scoring model composed of these factors was developed, and cohort 1 was stratified into three groups according to risk using the log-rank test. Finally, the prognostic scoring model was validated using the data of cohort 2. RESULTS: Seven independent risk factors for OS were selected from cohort 1, including the male sex, age ≥ 70 years, the presence of a malignancy, body mass index <18.5 kg/m(2), lymphocyte count <1000 cells/μL, serum albumin levels <3.5 g/dL, and fibrocavitary disease. The areas under the receiver operating characteristic curves for the prognostic scoring model were 0.84 [95% confidence interval (CI), 0.80 − 0.89] for cohort 1 and 0.84 (95% CI, 0.75 − 0.92) for cohort 2. The 5-year OS rates of patients stratified into low-risk, intermediate-risk, and high-risk groups were 97.6, 76.6, and 30.8%, respectively (P < 0.001), in cohort 1, and 97.2, 82.3, and 45.4%, respectively (P < 0.001), in cohort 2. CONCLUSIONS: This study is the first to develop and validate a prognostic scoring model for patients with MAC-LD. This model may prove useful in clinical settings and practical in estimating the prognosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12879-017-2544-0) contains supplementary material, which is available to authorized users. BioMed Central 2017-06-19 /pmc/articles/PMC5477133/ /pubmed/28629426 http://dx.doi.org/10.1186/s12879-017-2544-0 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Kumagai, Shogo Ito, Akihiro Hashimoto, Toru Marumo, Satoshi Tokumasu, Hironobu Kotani, Aya Yamaki, Haruka Shirata, Masahiro Furuuchi, Koji Fukui, Motonari Ishida, Tadashi Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study |
title | Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study |
title_full | Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study |
title_fullStr | Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study |
title_full_unstemmed | Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study |
title_short | Development and validation of a prognostic scoring model for Mycobacterium avium complex lung disease: an observational cohort study |
title_sort | development and validation of a prognostic scoring model for mycobacterium avium complex lung disease: an observational cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5477133/ https://www.ncbi.nlm.nih.gov/pubmed/28629426 http://dx.doi.org/10.1186/s12879-017-2544-0 |
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