This project intends to conduct a large-sample, prospective, multicenter clinical cohort study in healthy populations. By utilizing a digital cardiopulmonary rehabilitation clinical data research platform, The investigators aim to achieve automated, standardized, and uniform collection, analysis, and AI modeling of large-scale cardiopulmonary exercise testing (CPET) data. The ultimate goals are: To establish reference standards for cardiopulmonary exercise capacity in the Chinese healthy population. To develop machine learning-based predictive models for key CPET variables (e.g., peak VO₂) tailored to Chinese demographics. To compare performance differences between domestically produced and imported CPET devices.
Study Type
OBSERVATIONAL
Enrollment
4,620
In this study, the cardiopulmonary exercise testing (CPET) system used breath-by-breath continuous analysis for gas exchange and ventilation variables. The protocol included spirometry with an 8-breath data collection method. The cycle ergometer workload ranged from 10 to 40 W/min using a RAMP protocol. The standard CPET protocol comprised a 3-min rest, 3-min warm-up, 8 - 12 min incremental exercise phase, and 3-min each of active and passive recovery.
Peking Union Medical College Hospital
Beijing, Beijing Municipality, China
Quanzhou First Hospital Affiliated to Fujian Medical University
Quanzhou, Fujian, China
Guangdong Provincial People's Hospital Affiliated to Southern Medical University
Guangzhou, Guangdong, China
Guangdong Provincial Hospital of Chinese Medicine
Guangzhou, Guangdong, China
Jiangbin Hospital of Guangxi Zhuang Autonomous Region
Nanning, Guangxi, China
Daqing Oilfield General Hospital
Daqing, Heilongjiang, China
The Second Hospital of Harbin Medical University
Harbin, Heilongjiang, China
Anyang Regional Hospital of Puyang City, Henan Province
Puyang, Henan, China
Zhengzhou Central Hospital Affiliated to Zhengzhou University
Zhengzhou, Henan, China
Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology
Wuhan, Hubei, China
...and 5 more locations
Peak Oxygen Uptake
When measuring the peak oxygen uptake of healthy people with a cycle ergometer, first ensure participants are healthy and have signed consent forms. Prepare the cycle ergometer and other equipment, adjusting them to a suitable position. After a 3 - minute warm - up, start the incremental loading test, which lasts 8 - 12 minutes, until termination criteria are met. Record the data, calculate the peak oxygen uptake, and assess the cardiopulmonary function.
Time frame: On the day of enrollment
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