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Gan L, He X, Wu J. Impact of moderate and severe exacerbations on clinical prognosis and economic burden of chronic obstructive pulmonary disease in China. Expert Rev Pharmacoecon Outcomes Res 2025:1-9. [PMID: 40382707 DOI: 10.1080/14737167.2025.2507425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 04/15/2025] [Accepted: 04/22/2025] [Indexed: 05/20/2025]
Abstract
OBJECTIVES Different severities of exacerbations of chronic obstructive pulmonary disease (AECOPD) will lead to different disease progression and economic burden. This study aimed to evaluate the impact of the severity of AECOPD on disease burden. METHODS Data were from the Tianjin Urban Employee Basic Medical Insurance Database (2016-2020). COPD patients were stratified by severity of AECOPD: (A) no AECOPD, (B) moderate AECOPD only; and (C) ≥1 severe AECOPD. Key outcomes included rate of AECOPD, mortality, COPD-related cost. Sensitivity analysis of reducing the impact of COVID-19 in outcomes was conducted. RESULTS 6738 patients were identified, with 22.5% for Group A, 41.1% for Group B and 36.4% for Group C. During 1st follow-up year, Group C experienced an average of 1.43 severe AECOPD, leading to a notably increased all-cause mortality (Group C vs A-B: 17.7% vs. 2.6-3.4%, p < 0.001), highest COPD-related costs (CNY 30,245 vs 1,700-6,923). In the second year, patients in Group C still had a highest rate of severe AECOPD (0.44 vs 0.08-0.11 vs, p < 0.001), as well as increased all-cause mortality. CONCLUSION Severe AECOPD significantly increased mortality rates and economic burden in the current and subsequent year. This underscored the imperative need to enhance severe AECOPD management.
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Affiliation(s)
- Lei Gan
- School of Pharmaceutical Science and Technology, Faculty of Medicine, Tianjin University, Tianjin, China
- Center for Social Science Survey and Data, Faculty of Medicine, Tianjin University, Tianjin, China
| | - Xiaoning He
- School of Pharmaceutical Science and Technology, Faculty of Medicine, Tianjin University, Tianjin, China
- Center for Social Science Survey and Data, Faculty of Medicine, Tianjin University, Tianjin, China
| | - Jing Wu
- School of Pharmaceutical Science and Technology, Faculty of Medicine, Tianjin University, Tianjin, China
- Center for Social Science Survey and Data, Faculty of Medicine, Tianjin University, Tianjin, China
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Li M, An X, Wang Q, Ma J, Wang Y, Ma J. Effect of Hope Theory combined with active cycle of breathing techniques on pulmonary rehabilitation among COPD patients: A quasi-experiment study. Appl Nurs Res 2024; 79:151842. [PMID: 39256012 DOI: 10.1016/j.apnr.2024.151842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 07/28/2023] [Accepted: 08/18/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND Pulmonary rehabilitation plays a positive role in improving exercise tolerance and reducing readmission rates in patients with chronic obstructive pulmonary disease (COPD), while the adherence of pulmonary rehabilitation in COPD patients is still poor. The active cycle of breathing techniques based on the Hope Theory is a method to enhance patients' confidence in overcoming the disease and improve the intrinsic motivation of exercise through symptom improvement such as cough and sputum evacuation ability. OBJECTIVES To investigate the effect of Hope Theory education combined with the active cycle of breathing techniques on pulmonary rehabilitation of COPD patients, including exercise adherence, cough and sputum evacuation ability, hope index and exercise self-efficacy. METHODS The study assigned 70 COPD patients hospitalized into intervention and control groups to receive the active cycle of breathing techniques based on Hope Theory or routine treatment in order of admission. Data for cough and sputum evacuation ability, hope, exercise confidence were collected at baseline and after the program. Exercise adherence was assessed at the end of 1, 4 and 8 week following discharge. RESULTS The actual number of sample consisted of 65 patients divided into intervention (n = 33) and control (n = 32) groups due to severe complications, explicit refusal, disinterest and loss to follow-up. After two weeks of intervention, exercise adherence of the intervention group were better than those of the control group at the end of 4 and 8 week of discharge (P < 0.05). And there was an improvement in cough and sputum evacuation ability, hope and exercise self-efficacy outcomes in the intervention group, with a statistically significant difference between the two groups (P < 0.05). CONCLUSION The active cycle of breathing techniques based on Hope Theory education can improve cough and sputum evacuation ability, hope index, exercise self-efficacy, and exercise adherence of COPD patients.
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Affiliation(s)
- Meng Li
- College of Nursing, Hebei University of Chinese Medicine, No. 3 Xingyuan Road, Shijiazhuang, China
| | - Xin An
- College of Nursing, Hebei University of Chinese Medicine, No. 3 Xingyuan Road, Shijiazhuang, China
| | - Qiushuang Wang
- College of Nursing, Hebei University of Chinese Medicine, No. 3 Xingyuan Road, Shijiazhuang, China
| | - Jiangtao Ma
- College of Nursing, Hebei Medical University, No. 361 Zhongshan East Road, Shijiazhuang, China
| | - Yanli Wang
- Department of Respiratory, Hebei Provincial Hospital of Traditional Chinese Medicine, No. 389 Zhongshan East Road, Shijiazhuang, China
| | - Jinghua Ma
- College of Nursing, Hebei University of Chinese Medicine, No. 3 Xingyuan Road, Shijiazhuang, China.
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Feng S, Zhang R, Zhang W, Yang Y, Song A, Chen J, Wang F, Xu J, Liang C, Liang X, Chen R, Liang Z. Predicting Acute Exacerbation Phenotype in Chronic Obstructive Pulmonary Disease Patients Using VGG-16 Deep Learning. Respiration 2024; 104:1-14. [PMID: 39047695 DOI: 10.1159/000540383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 07/11/2024] [Indexed: 07/27/2024] Open
Abstract
INTRODUCTION Exacerbations of chronic obstructive pulmonary disease (COPD) have a significant impact on hospitalizations, morbidity, and mortality of patients. This study aimed to develop a model for predicting acute exacerbation in COPD patients (AECOPD) based on deep-learning (DL) features. METHODS We performed a retrospective study on 219 patients with COPD who underwent inspiratory and expiratory HRCT scans. By recording the acute respiratory events of the previous year, these patients were further divided into non-AECOPD group and AECOPD group according to the presence of acute exacerbation events. Sixty-nine quantitative CT (QCT) parameters of emphysema and airway were calculated by NeuLungCARE software, and 2,000 DL features were extracted by VGG-16 method. The logistic regression method was employed to identify AECOPD patients, and 29 patients of external validation cohort were used to access the robustness of the results. RESULTS The model 3-B achieved an area under the receiver operating characteristic curve (AUC) of 0.933 and 0.865 in the testing cohort and external validation cohort, respectively. Model 3-I obtained AUC of 0.895 in the testing cohort and AUC of 0.774 in the external validation cohort. Model 7-B combined clinical characteristics, QCT parameters, and DL features achieved the best performance with an AUC of 0.979 in the testing cohort and demonstrating robust predictability with an AUC of 0.932 in the external validation cohort. Likewise, model 7-I achieved an AUC of 0.938 and 0.872 in the testing cohort and external validation cohort, respectively. CONCLUSIONS DL features extracted from HRCT scans can effectively predict acute exacerbation phenotype in COPD patients.
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Affiliation(s)
- Shengchuan Feng
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Department of Respiratory Medicine, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China,
| | - Ran Zhang
- Neusoft Medical Systems Co., Ltd., Shenyang, China
| | - Wenxiu Zhang
- Institute of Research and Clinical Innovations, Neusoft Medical Systems Co., Ltd., Shanghai, China
| | - Yuqiong Yang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Department of Respiratory Medicine, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Aiqi Song
- Nanshan School, Guangzhou Medical University, Guangzhou, China
| | - Jiawei Chen
- First Clinical School, Guangzhou Medical University, Guangzhou, China
| | - Fengyan Wang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Department of Respiratory Medicine, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jiaxuan Xu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Department of Respiratory Medicine, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Cuixia Liang
- Neusoft Medical Systems Co., Ltd., Shenyang, China
| | - Xiaoyun Liang
- Institute of Research and Clinical Innovations, Neusoft Medical Systems Co., Ltd., Shanghai, China
| | - Rongchang Chen
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Department of Respiratory Medicine, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhenyu Liang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Department of Respiratory Medicine, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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Liu X, Zhang H, Yang Z, Ran Y, Qiu Y, Wang L, Zeng L, Li X, Zhi C, Lu J. Quantifying the Length of Stay and Economic Impact of Albuterol and Levalbuterol in Hospitalized Patients With Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study. Cureus 2024; 16:e59039. [PMID: 38803713 PMCID: PMC11128324 DOI: 10.7759/cureus.59039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction Chronic obstructive pulmonary disease (COPD) affects millions in China and imposes a considerable economic burden on hospitalized patients who experience exacerbations. Nebulized short-acting beta-2 agonists (SABA) are recommended as initial therapy for exacerbation patients, but the optimal SABA remains uncertain. This study aimed to evaluate the impact of different SABAs, such as albuterol and levalbuterol, on the length of stay (LOS) and direct medical costs among hospitalized patients diagnosed with COPD. Methods This retrospective cohort study uses linked hospital administrative data from three hospitals in Chongqing. Patients with COPD, aged 40 years and older, who had been continuously treated with nebulized albuterol or levalbuterol during hospitalization, were eligible for the study. Patients were matched 1:1 by sex, age, and severity according to the Global Initiative for Chronic Obstructive Lung Disease (GOLD) grades 1-4. Patients were grouped according to the different SABA treatments they received. Demographic, economic, and clinical data were retrieved. LOS and direct healthcare costs were assessed. Results A total of 158 COPD patients were included, with 79 in each treatment group. Patients treated with levalbuterol had a significantly shorter median LOS (7.0 days vs. 8.0 days, P=0.003) and fewer direct healthcare median costs (total cost: ¥8,868.3 vs. ¥10,290.7, P=0.014; COPD-related western medicine fees: ¥383.8 vs. ¥505.3). Patients aged 60 or older were more likely to experience longer LOS and higher direct costs. Conclusion This retrospective cohort analysis supports that albuterol was associated with longer LOS and higher costs than levalbuterol.
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Affiliation(s)
- Xun Liu
- Department of Pulmonary and Critical Care Medicine, The People's Hospital of Yongchuan District, Chongqing, CHN
| | - Hongmei Zhang
- Department of Pulmonary and Critical Care Medicine, The Fifth People's Hospital of Chongqing, Chongqing, CHN
| | - Zaixing Yang
- Department of Pulmonary and Critical Care Medicine, The People's Hospital of Yongchuan District, Chongqing, CHN
| | - Yalan Ran
- Department of Pulmonary and Critical Care Medicine, The People's Hospital of Yongchuan District, Chongqing, CHN
| | - Yao Qiu
- Department of Pulmonary and Critical Care Medicine, The People's Hospital of Yongchuan District, Chongqing, CHN
| | - Li Wang
- Department of Pulmonary and Critical Care Medicine, The People's Hospital of Yongchuan District, Chongqing, CHN
| | - Liang Zeng
- Department of Statistics, NanPeng Artificial Intelligence Research Institute, Chongqing, CHN
| | - Xuan Li
- Department of Medicine, Joincare Pharmaceutical Group Industry Co. Ltd., Shenzhen, CHN
| | - Canghong Zhi
- Department of Medicine, Joincare Pharmaceutical Group Industry Co. Ltd., Shenzhen, CHN
| | - Junyu Lu
- Department of Pulmonary and Critical Care Medicine, The Fifth People's Hospital of Chongqing, Chongqing, CHN
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Yang T, Cai B, Cao B, Kang J, Wen F, Chen Y, Jian W, Wang C. Exacerbation in patients with stable COPD in China: analysis of a prospective, 52-week, nationwide, observational cohort study (REAL). Ther Adv Respir Dis 2023; 17:17534666231167353. [PMID: 37073797 PMCID: PMC10126609 DOI: 10.1177/17534666231167353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 03/17/2023] [Indexed: 04/20/2023] Open
Abstract
BACKGROUND Chronic obstructive pulmonary disease (COPD) management in China is inadequate and there is a need to improve care and outcomes for patients nationwide. OBJECTIVES The REAL study was designed to generate reliable information on COPD management from a representative sample of Chinese patients with COPD. Here, we present study outcomes related to acute exacerbations. DESIGN A 52-week, multicentre, prospective, observational study. METHODS Outpatients (aged ⩾ 40 years) enrolled from 25 tertiary and 25 secondary hospitals across six geographic regions in China were followed for 12 months. Risk factors for COPD exacerbation and disease severity by exacerbation were assessed using multivariate Poisson and ordinal logistic regression models, respectively. RESULTS Between June 2017 and January 2019, 5013 patients were enrolled, with 4978 included in the analysis. Mean (standard deviation) age was 66.2 (8.9) years. More patients presented with exacerbations in secondary versus tertiary hospitals (59.4% versus 40.2%) and in rural versus urban areas (53.2% versus 46.3%). Overall exacerbation rates differed across regions (range: 0.27-0.84). Patients from secondary versus tertiary hospitals had higher rates of overall exacerbation (0.66 versus 0.47), severe exacerbation (0.44 versus 0.18) and exacerbation that resulted in hospitalisation (0.41 versus 0.16). Across regions and hospital tiers, the rates of overall exacerbation and exacerbations that resulted in hospitalisation were highest in patients with very severe COPD (based on the severity of airflow limitation or GOLD 2017 combined assessment). Strong predictors of exacerbation included demographic and clinical characteristics, modified Medical Research Council scores, mucus purulence, exacerbation history and the use of maintenance mucolytic treatment. CONCLUSION COPD exacerbation rates varied across regions and were higher in secondary compared with tertiary hospitals in China. Understanding the factors associated with COPD exacerbation may facilitate improved management of COPD exacerbations in China. REGISTRATION The trial was registered on 20 March 2017 (ClinicalTrials.gov: NCT03131362; https://clinicaltrials.gov/ct2/show/NCT03131362). PLAIN LANGUAGE SUMMARY Exacerbations in patients with chronic obstructive pulmonary disease in ChinaBackground: Chronic obstructive pulmonary disease (COPD) causes progressive and irreversible airflow limitation. As the disease progresses, patients often experience a flare up of symptoms referred to as an exacerbation. There is inadequate management of COPD in China and, therefore, there is a need to improve care and outcomes for patients across the country.Objective: This study aimed to generate reliable information on exacerbations among Chinese patients with COPD to help inform future management strategies.Study design and methods: Patients (aged ⩾ 40 years) were enrolled from 25 secondary and 25 tertiary hospitals across six regions of China. Physicians collected data over 1 year during routine outpatient visits.Results: There were more patients who experienced an exacerbation in secondary versus tertiary hospitals (59% versus 40%) and in rural versus urban areas (53% versus 46%). Patients in different geographic regions experienced varying frequencies of exacerbations over 1 year. Compared with patients from tertiary hospitals, patients from secondary hospitals experienced exacerbations (including exacerbations that were severe and those that resulted in hospitalisation) at a higher frequency over 1 year. Patients with very severe disease experienced exacerbations (including exacerbations that resulted in hospitalisation) at the highest frequency over 1 year, regardless of the patient's geographic region or hospital tier. Patients who had certain characteristics and symptoms, had exacerbation(s) over the previous year, or received medication that aids in the clearance of mucus were more likely to experience exacerbations.Conclusion: The frequency of exacerbations among Chinese patients with COPD varied between patients living in different geographic regions and between patients presenting to different hospital tiers. Understanding the factors related to the occurrence of an exacerbation may help physicians better manage the disease.
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Affiliation(s)
- Ting Yang
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital; National Clinical Research Centre for Respiratory Diseases, Institute of Respiratory Medicine, Chinese Academy of Medical Science, Beijing, China
| | - Baiqiang Cai
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China
| | - Bin Cao
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital; National Clinical Research Centre for Respiratory Diseases, Institute of Respiratory Medicine, Chinese Academy of Medical Science, Beijing, China
| | - Jian Kang
- Department of Respiratory and Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Fuqiang Wen
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yahong Chen
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China
| | - Wenhua Jian
- State Key Laboratory of Respiratory Disease; Guangzhou Institute of Respiratory Disease; National Clinical Research Centre for Respiratory Diseases; The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chen Wang
- Department of Pulmonary and Critical Care Medicine, China–Japan Friendship Hospital; National Clinical Research Centre for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Science, No. 2, East Yinghua Road, Chaoyang District, Beijing 100029, China
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Li J, Liang L, Cao S, Rong H, Feng L, Zhang D, Chu S, Jing H, Tong Z. Secular trend and risk factors of 30-day COPD-related readmission in Beijing, China. Sci Rep 2022; 12:16589. [PMID: 36198705 PMCID: PMC9534919 DOI: 10.1038/s41598-022-20884-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 09/20/2022] [Indexed: 11/09/2022] Open
Abstract
Readmission due to chronic obstructive pulmonary disease (COPD) exacerbation contributes significantly to disease burden. Trend in readmission rate among COPD patients in China is not well characterized. We described the secular trend and identify risk factors of COPD-related 30-day readmission in Beijing during 2012–2017. In this retrospective cohort study, we used data from a citywide hospital discharge database in Beijing. We included patients ≥ 40 years with a primary diagnosis of COPD from 2012 to 2017. A total of 131 591 index admissions were identified. COPD-related 30-day readmission was defined as the initial admission with a primary diagnosis of COPD that occurs within 30 days from the discharge date of an index admission. Overall and annual 30-day readmission rates were calculated in the total population and subgroups defined by patient characteristics. We used multivariable logistic models to investigate risk factors for readmission and in-hospital mortality within 30 days. The overall 30-day COPD-related readmission rate was 15.8% (n = 20 808). The readmission rate increased from 11.5% in 2012 to 17.2% in 2017, with a multivariable-adjusted OR (95% CI) for annual change to be 1.08 (1.06–1.09) (P trend < 0.001). The upward trend in readmission rate levelled off at about 17% since 2014. The readmission rate of men was higher and increased faster than women. Comorbid osteoporosis, coronary heart disease, congestive heart failure, and cancer were associated with an increased risk of 30-day COPD-related readmission. The 30-day COPD-related readmission rate in Beijing showed an overall increasing trend from 2012 to 2017. Future efforts should be made to further improve care quality and reduce early readmissions of COPD patients.
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Affiliation(s)
- Jiachen Li
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Lirong Liang
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China.
| | - Siyu Cao
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Hengmo Rong
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Lin Feng
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Di Zhang
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Shuilian Chu
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Hang Jing
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China
| | - Zhaohui Tong
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, No. 8 Gongren Tiyuchang Nanlu, Chaoyang District, Beijing, 100020, China.
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Liao KM, Chen YJ, Shen CW, Ou SK, Chen CY. The Influence of Influenza Virus Infections in Patients with Chronic Obstructive Pulmonary Disease. Int J Chron Obstruct Pulmon Dis 2022; 17:2253-2261. [PMID: 36128015 PMCID: PMC9482787 DOI: 10.2147/copd.s378034] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/22/2022] [Indexed: 11/26/2022] Open
Abstract
Introduction Chronic obstructive pulmonary disease (COPD) is a common disease and is preventable and treatable. A previous study showed that influenza virus infections were also associated with the risk of acute exacerbation in patients with COPD, and other studies showed that the influenza virus might increase the risk of stroke. However, studies on the influence of influenza infection among COPD patients are limited. In this study, we review the role of influenza infection in contributing to mortality, pneumonia, respiratory failure, COPD acute exacerbation, and ischemic stroke among COPD patients. Materials and Methods We performed a population-based cohort study of COPD patients using data from Taiwan between January 1, 2011, and December 31, 2019. We excluded patients with lung cancer, lung transplantation and asthma. We also excluded patients who lacked COPD medication prescriptions and those treated with anti-influenza drugs without flu diagnosis records. Patients with missing or incomplete data were also excluded from the study cohort. Results After 1:1 matching by age, sex, COPD duration, diagnosed years and comorbidities, we enrolled 10,855 cases and controls for further analysis. The risks of pneumonia, respiratory failure, COPD acute exacerbation, and ischemic stroke were 1.770 (95% CI=1.638–1.860; P<0.0001), 1.097 (95% CI=1.008–1.194; P=0.0319), 1.338 (95% CI=1.248–1.435; P<0.0001), and 1.134 (95% CI=1.039–1.239, P=0.0051), respectively, in the influenza infection group compared with COPD patients without influenza infection. Conclusion Influenza infections are linked to an increased risk of ischemic stroke, pneumonia, respiratory failure, and COPD acute exacerbation among COPD patients. In conclusion, patients with COPD need to be closely monitored after having an influenza infection.
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Affiliation(s)
- Kuang-Ming Liao
- Department of Internal Medicine, Chi Mei Medical Center, Chiali, Taiwan
| | - Yi-Ju Chen
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chuan-Wei Shen
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shao-Kai Ou
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chung-Yu Chen
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Pharmacy, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
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Yin Y, Xu J, Cai S, Chen Y, Chen Y, Li M, Zhang Z, Kang J. Development and Validation of a Multivariable Prediction Model to Identify Acute Exacerbation of COPD and Its Severity for COPD Management in China (DETECT Study): A Multicenter, Observational, Cross-Sectional Study. Int J Chron Obstruct Pulmon Dis 2022; 17:2093-2106. [PMID: 36092968 PMCID: PMC9462440 DOI: 10.2147/copd.s363935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 08/17/2022] [Indexed: 12/01/2022] Open
Abstract
Purpose There is an unmet clinical need for an accurate and objective diagnostic tool for early detection of acute exacerbation of chronic obstructive pulmonary disease (AECOPD). DETECT (NCT03556475) was a multicenter, observational, cross-sectional study aiming to develop and validate multivariable prediction models for AECOPD occurrence and severity in patients with chronic obstructive pulmonary disease (COPD) in China. Patients and Methods Patients aged ≥40 years with moderate/severe COPD, AECOPD, or no COPD were consecutively enrolled between April 22, 2020, and January 18, 2021, across seven study sites in China. Multivariable prediction models were constructed to identify AECOPD occurrence (primary outcome) and AECOPD severity (secondary outcome). Candidate variables were selected using a stepwise procedure, and the bootstrap method was used for internal model validation. Results Among 299 patients enrolled, 246 were included in the final analysis, of whom 30.1%, 40.7%, and 29.3% had COPD, AECOPD, or no COPD, respectively. Mean age was 64.1 years. Variables significantly associated with AECOPD occurrence (P<0.05) and severity (P<0.05) in the final models included COPD disease-related characteristics, as well as signs and symptoms. Based on cut-off values of 0.374 and 0.405 for primary and secondary models, respectively, the performance of the primary model constructed to identify AECOPD occurrence (AUC: 0.86; sensitivity: 0.84; specificity: 0.77), and of the secondary model for AECOPD severity (AUC: 0.81; sensitivity: 0.90; specificity: 0.73) indicated high diagnostic accuracy and clinical applicability. Conclusion By leveraging easy-to-collect patient and disease data, we developed identification tools that can be used for timely detection of AECOPD and its severity. These tools may help physicians diagnose AECOPD in a timely manner, before further disease progression and possible hospitalizations.
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Affiliation(s)
- Yan Yin
- Department of Pulmonary and Critical Care Medicine, The First Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
| | - Jinfu Xu
- Department of Pulmonary and Critical Care Medicine, Shanghai Pulmonary Hospital, Institute of Respiratory Medicine, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Shaoxi Cai
- Department of Pulmonary and Critical Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Yahong Chen
- Department of Pulmonary and Critical Care Medicine, Peking University Third Hospital, Beijing, People's Republic of China
| | - Yan Chen
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
| | - Manxiang Li
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Zhiqiang Zhang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, People's Republic of China
| | - Jian Kang
- Department of Pulmonary and Critical Care Medicine, The First Hospital of China Medical University, Shenyang, Liaoning, People's Republic of China
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Gu YL, Sun ZX, Sun Y, Wen Y, Guan X, Jiang DL, Cheng C, Gu H. A real-world cost-effectiveness analysis of nebulized budesonide and intravenous methylprednisolone in acute exacerbation of chronic obstructive pulmonary disease. Front Pharmacol 2022; 13:892526. [PMID: 36176448 PMCID: PMC9514722 DOI: 10.3389/fphar.2022.892526] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 08/04/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: To assess the cost-effectiveness of nebulized budesonide and intravenous methylprednisolone in the treatment of acute exacerbation of chronic obstructive pulmonary disease (AECOPD) in a real-world setting. Materials and methods: Data from 291 patients with AECOPD were collected from the information system of a tertiary hospital in China. Patients were categorized into two groups: those treated with nebulized budesonide (n = 148) and those treated with intravenous methylprednisolone (n = 143). Clinical efficacy and the rate of no readmission within 1 year after discharge were used as effect indicators, and a cost-effectiveness analysis was conducted from the perspective of the Chinese healthcare system. Logistic regression, generalized linear regression, and bootstrap methods were used for sensitivity analyses. Results: There was no statistical difference between the budesonide and methylprednisolone groups in clinical efficacy rates (94.6% vs. 93.7%). The cost-minimization analysis shows that budesonide is not cost-effective owing to higher total cost. In terms of readmission rates, budesonide was again not cost-effective, with an incremental cost-effectiveness ratio (ICER) of 22276.62 CNY, which is higher than the willingness to pay (WTP) of 20206.20 CNY, the mean per admission expenditure in China. The sensitivity analyses confirm that these results are robust. Conclusion: Compared with intravenous methylprednisolone, nebulized budesonide is not a cost-effective strategy for AECOPD patients in China.
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Affiliation(s)
- Yong-Li Gu
- Department of Pharmacy, The First People’s Hospital of Lianyungang, Lianyungang, China
| | - Zeng-Xian Sun
- Department of Pharmacy, The First People’s Hospital of Lianyungang, Lianyungang, China
| | - Ying Sun
- Department of Pharmacy, The First People’s Hospital of Lianyungang, Lianyungang, China
| | - Yan Wen
- Department of Respiratory, The First People’s Hospital of Lianyungang, Lianyungang, China
| | - Xin Guan
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Dao-Li Jiang
- Department of Pharmacy, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Cong Cheng
- Department of Pharmacy, The First People’s Hospital of Lianyungang, Lianyungang, China
| | - Huan Gu
- Department of Pharmacy, Lianyungang Affiliated Hospital of Nanjing University of Chinese Medicine, Lianyungang, China
- *Correspondence: Huan Gu,
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Tuvdendorj A, Dechinkhorloo O, Dorjsuren B, Buskens E, Feenstra T. The costs of inappropriate referral pathways in inpatient care for three major noncommunicable diseases in Mongolia: a national registry-based analysis. BMC Health Serv Res 2021; 21:1280. [PMID: 34838017 PMCID: PMC8626993 DOI: 10.1186/s12913-021-07281-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 11/11/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Non-communicable diseases (NCDs) consistently pose a huge economic burden to health systems and countries in general. The aim of this study was to quantify inpatient costs associated with chronic obstructive pulmonary disease, stroke and ischemic heart disease stratified by type of referral pathway, and to investigate key factors that drive these costs. METHODS A registry-based data analysis was performed using national public hospital inpatient records from 2016 to 2018 for 117,600 unique patients and linking patient-level inpatient health care use with hospital-specific unit cost per bed-day. These were combined to calculate the annual inpatient costs for each of the three disorders per person and per year. Generalized linear modeling was used to assess the association of inpatient costs with age, gender, location, comorbidity, treatment referral pathways and years. RESULTS Across three diagnoses, the majority of patients were female. Most were over 50-60 years old, with more than half being a pensioner, typically with at least one comorbidity. About 25% of patients followed what might be considered inappropriate (unofficial) inpatient referral pathways. Mean annual inpatient costs were int$ 721. These costs rose to int$ 849 for unofficial pathways and dropped to int$677 for official pathways. Further covariates significantly associated with high inpatient costs were location, age, gender, and comorbidity. CONCLUSION Our findings provide background information essential to develop evidence-based and cost-effective interventions aimed at health promotion, prevention and service delivery. Reducing the unofficial use of inpatient care can improve efficient resource allocation in health care and prevent further escalation of inpatient costs in the future.
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Affiliation(s)
- Ariuntuya Tuvdendorj
- Department of Health Policy, School of Public Health, Mongolian National University of Medical Sciences, Zorig street, Ulaanbaatar, 14210, Mongolia.
- Department of Epidemiology, Groningen University, University Medical Center Groningen, Groningen, the Netherlands.
| | | | - Bayarsaikhan Dorjsuren
- Department of Health Systems Governance and Financing, World Health Organization, Geneva, Switzerland
| | - Erik Buskens
- Department of Epidemiology, Groningen University, University Medical Center Groningen, Groningen, the Netherlands
| | - Talitha Feenstra
- Department of Epidemiology, Groningen University, University Medical Center Groningen, Groningen, the Netherlands
- Groningen University, Groningen Research Institute of Pharmacy, Groningen, the Netherlands
- Centre for Nutrition, Prevention and Health Services, Institute for Public Health and the Environment, Bilthoven, the Netherlands
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11
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Løkke A, Lange P, Lykkegaard J, Ibsen R, Andersson M, de Fine Licht S, Hilberg O. Economic Burden of COPD by Disease Severity - A Nationwide Cohort Study in Denmark. Int J Chron Obstruct Pulmon Dis 2021; 16:603-613. [PMID: 33731990 PMCID: PMC7956888 DOI: 10.2147/copd.s295388] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 02/22/2021] [Indexed: 12/12/2022] Open
Abstract
Background Chronic Obstructive Pulmonary Disease (COPD) carries a considerable economic burden, both for individuals and societies. This study aimed to assess direct and indirect costs associated with COPD, and how costs vary across disease severity. Methods This was a nationwide, population-based cohort study utilizing Danish health registries. Patients; ≥40 years of age, with an in- and/or outpatient diagnosis of COPD (ICD-10 J44) in 2008–2016, were identified in the nationwide Danish COPD Registry. Included patients were matched 1:4 to a population-based non-COPD reference population of 196,623 individuals by sex, year of birth, co-habitation status, and municipality. Patients were grouped by disease severity according to different characteristics including GOLD groups A-D, based on moderate (short-term oral corticosteroid use), presence of severe exacerbations (emergency visit or hospitalization) and symptom score. Index was the date of the first outpatient visit with a symptom score registration. The costs were calculated during a 12 months post-index follow-up. Results In all, 49,826 patients with COPD (mean age 69.2 years, 52% females) were included. Total annual costs, including direct costs, costs for elderly care, and costs for retirement home, were higher for patients with COPD (€28,969) compared with the reference population (€10,6913). In GOLD groups A-D, the total direct costs were A: €8,766, B: €13,060, C: €11,113, and D: €17,749, respectively. A major driver of direct costs was severe exacerbations. The mean costs per moderate and severe exacerbation were €888 and €7,091, respectively, during 28 days of follow-up. The costs for non-COPD-related Health Care Resource Utilization were higher than the COPD-related costs in GOLD groups A-C, but not in GOLD group D. Conclusion In this nationwide real-world study, total direct costs were three-fold higher among patients with COPD compared with the reference population. Severe exacerbations were a major driver of the direct costs. The costs increased with increasing disease severity.
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Affiliation(s)
- Anders Løkke
- Department of Medicine, Little Belt Hospital, Vejle, Denmark.,Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Peter Lange
- Medical Department, Copenhagen University Hospital-Herlev, Herlev, Denmark.,Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark
| | - Jesper Lykkegaard
- Research Unit for General Practice, Institute of Public Health, University of Southern Denmark, Odense, Denmark
| | | | - Maria Andersson
- AstraZeneca Nordic, IVS & Health Economics, Södertälje, Sweden
| | | | - Ole Hilberg
- Department of Medicine, Little Belt Hospital, Vejle, Denmark.,Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
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