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高海拔地区肺活量测定参考方程的制定与评估

Development and evaluation of spirometry reference equations at high altitude.

作者信息

Li Yanyan, Xing Zhenzhen, Zhang Xiangda, Hu Yanlu, Guo Yanfei

机构信息

Department of Respiratory and Critical Care Medicine, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, P.R. China.

Department of Respiratory and Critical Care Medicine, Peking University Fifth School of Clinical Medicine, Beijing, China.

出版信息

Pulmonology. 2025 Dec 31;31(1):2433862. doi: 10.1080/25310429.2024.2433862. Epub 2024 Dec 5.

Abstract

Approximately 400 million people live at high altitudes worldwide, yet reference equations for spirometry in these populations are inadequately documented. This study aims to develop reference equations for spirometry and assess their applicability to residents at altitudes ranging from 2,100 to 4,700 metres above sea level. This extensive cross-sectional study encompassed healthy non-smokers aged 15 years or older living at Xinjiang and Tibet autonomous region, which covered eight high-altitude areas by a multistage stratified sampling procedure. All individuals underwent pre- and post-bronchodilator measurement. We used the Lambda-Mu-Sigma (LMS) method to establish reference equations for various spirometry parameters. We assessed model fit using mean absolute error (MAE), mean absolute percentage error (MAPE), and residual values (standard deviation), relative to established benchmarks such as GLI, ECSC, and NHANES III, to evaluate the applicability of our equations to high-altitude residents. Between June 2015 and August 2016, 3174 healthy subjects were included. The reference equations utilise age and height as independent variables, with improved accuracy achieved through spline functions. Our spirometry reference equations demonstrate minimal MAE, MAPE, and residual values (standard deviation) for most of the analysed spirometry parameters, stratified by gender. Our spirometry reference equations are more applicable to residents of high-altitude regions.

摘要

全球约有4亿人生活在高海拔地区,但针对这些人群的肺功能测定参考方程记录并不充分。本研究旨在制定肺功能测定的参考方程,并评估其对海拔2100米至4700米地区居民的适用性。这项广泛的横断面研究涵盖了居住在新疆和西藏自治区、年龄在15岁及以上的健康非吸烟者,通过多阶段分层抽样程序覆盖了八个高海拔地区。所有个体均接受了支气管扩张剂前后的测量。我们使用Lambda-Mu-Sigma(LMS)方法建立了各种肺功能测定参数的参考方程。我们使用平均绝对误差(MAE)、平均绝对百分比误差(MAPE)和残差值(标准差)评估模型拟合情况,相对于GLI、ECSC和NHANES III等既定基准,以评估我们的方程对高海拔居民的适用性。在2015年6月至2016年8月期间,纳入了3174名健康受试者。参考方程将年龄和身高作为自变量,并通过样条函数提高了准确性。我们的肺功能测定参考方程在按性别分层的大多数分析肺功能测定参数中显示出最小的MAE、MAPE和残差值(标准差)。我们的肺功能测定参考方程更适用于高海拔地区的居民。

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