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Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function
OBJECTIVE: To generate appropriate reference values for the single-breath diffusing capacity of the lungs for carbon monoxide (D(LCO)), alveolar volume (V(A)), and the transfer coefficient of the lungs for carbon monoxide (K(CO), often denoted as D(LCO)/V(A)) in the Japanese population. We also inte...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9302824/ https://www.ncbi.nlm.nih.gov/pubmed/35862393 http://dx.doi.org/10.1371/journal.pone.0271129 |
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author | Wada, Yosuke Goto, Norihiko Kitaguchi, Yoshiaki Yasuo, Masanori Hanaoka, Masayuki |
author_facet | Wada, Yosuke Goto, Norihiko Kitaguchi, Yoshiaki Yasuo, Masanori Hanaoka, Masayuki |
author_sort | Wada, Yosuke |
collection | PubMed |
description | OBJECTIVE: To generate appropriate reference values for the single-breath diffusing capacity of the lungs for carbon monoxide (D(LCO)), alveolar volume (V(A)), and the transfer coefficient of the lungs for carbon monoxide (K(CO), often denoted as D(LCO)/V(A)) in the Japanese population. We also intended to assess the applicability of these values for the Japanese population by comparing them to those published by the Global Lung Function Initiative in 2017 (GLI-2017) and previous values. METHODS: In this retrospective study, we measured the spirometric indices, D(LCO), V(A), and K(CO) of the Japanese population aged 16–85 years. The lambda, mu, and sigma (LMS) method and the generalized additive models for the location, scale, and shape program in R were used to generate the reference values. RESULTS: We conducted a total of 390 tests. The GLI-2017 z-scores of D(LCO) were approximately zero, whereas those of K(CO) and V(A) were far from zero. In the present study, the mean square errors of the D(LCO), V(A), and K(CO) reference values were lower than the reference values derived from GLI-2017 and previous linear regression equations. CONCLUSIONS: Reference values obtained in this study were more appropriate for our sample than those reported in GLI-2017. Differences between the two equations were attributed to underestimating K(CO) (D(LCO) / V(A)) and overestimating V(A), respectively, by the GLI-2017 for the Japanese population. |
format | Online Article Text |
id | pubmed-9302824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-93028242022-07-22 Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function Wada, Yosuke Goto, Norihiko Kitaguchi, Yoshiaki Yasuo, Masanori Hanaoka, Masayuki PLoS One Research Article OBJECTIVE: To generate appropriate reference values for the single-breath diffusing capacity of the lungs for carbon monoxide (D(LCO)), alveolar volume (V(A)), and the transfer coefficient of the lungs for carbon monoxide (K(CO), often denoted as D(LCO)/V(A)) in the Japanese population. We also intended to assess the applicability of these values for the Japanese population by comparing them to those published by the Global Lung Function Initiative in 2017 (GLI-2017) and previous values. METHODS: In this retrospective study, we measured the spirometric indices, D(LCO), V(A), and K(CO) of the Japanese population aged 16–85 years. The lambda, mu, and sigma (LMS) method and the generalized additive models for the location, scale, and shape program in R were used to generate the reference values. RESULTS: We conducted a total of 390 tests. The GLI-2017 z-scores of D(LCO) were approximately zero, whereas those of K(CO) and V(A) were far from zero. In the present study, the mean square errors of the D(LCO), V(A), and K(CO) reference values were lower than the reference values derived from GLI-2017 and previous linear regression equations. CONCLUSIONS: Reference values obtained in this study were more appropriate for our sample than those reported in GLI-2017. Differences between the two equations were attributed to underestimating K(CO) (D(LCO) / V(A)) and overestimating V(A), respectively, by the GLI-2017 for the Japanese population. Public Library of Science 2022-07-21 /pmc/articles/PMC9302824/ /pubmed/35862393 http://dx.doi.org/10.1371/journal.pone.0271129 Text en © 2022 Wada et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wada, Yosuke Goto, Norihiko Kitaguchi, Yoshiaki Yasuo, Masanori Hanaoka, Masayuki Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function |
title | Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function |
title_full | Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function |
title_fullStr | Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function |
title_full_unstemmed | Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function |
title_short | Referential equations for pulmonary diffusing capacity using GAMLSS models derived from Japanese individuals with near-normal lung function |
title_sort | referential equations for pulmonary diffusing capacity using gamlss models derived from japanese individuals with near-normal lung function |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9302824/ https://www.ncbi.nlm.nih.gov/pubmed/35862393 http://dx.doi.org/10.1371/journal.pone.0271129 |
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