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Lange AV, Bekelman DB, DeGroot L, Douglas IS, Mehta AB. Use of Noninvasive vs Invasive Ventilation for Patients Hospitalized With Acute Exacerbation of COPD, 2010 to 2019. Am J Crit Care 2025; 34:220-229. [PMID: 40307172 DOI: 10.4037/ajcc2025261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2025]
Abstract
BACKGROUND Acute exacerbations of chronic obstructive pulmonary disease (AECOPD) contribute to morbidity and mortality. Noninvasive ventilation (NIV), a resource-intensive intervention, decreases mortality and the need for invasive mechanical ventilation. OBJECTIVE To study NIV and mechanical ventilation use, NIV failure, and hospital NIV case volumes for inpatients with AECOPD from 2010 to 2019. METHODS This retrospective cohort study used the Nationwide Readmissions Database (2010-2019) for adults (≥40 years old) hospitalized for AECOPD. Rates of NIV and mechanical ventilation use and NIV failure were compared per year. Multivariable hierarchical regression models were used. Hospital case volumes of NIV use (overall and for patients with AECOPD) were compared across years. RESULTS Patients with AECOPD accounted for 3.35% of admissions in 2010 and 3.20% in 2019. Risk-adjusted rate (95% CI) of mechanical ventilation use decreased from 6.0% (5.6%-6.4%) to 4.5% (4.2%-4.8%); NIV use increased from 6.2% (5.6%-6.9%) to 10.9% (9.9%-12.0%). Noninvasive ventilation failure rate (95% CI) decreased from 7.8% (6.9%-8.7%) to 5.6% (5.0%-6.2%). Mean (SD) hospital case volume for NIV increased overall from 207.3 (237.0) in 2010 to 360.4 (447.4) in 2019 (P < .001); for patients with AECOPD, from 39.5 (37.8) to 79.0 (78.7) (P < .001). CONCLUSIONS From 2010 to 2019, mechanical ventilation use and NIV failure decreased; NIV use and hospital NIV case volumes increased. These results indicate greater need for monitored beds, equipment, and trained staff.
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Affiliation(s)
- Allison V Lange
- Allison V. Lange is an instructor, Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora
| | - David B Bekelman
- David B. Bekelman is a member of the Seattle-Denver Center of Innovation, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, and is a professor of medicine in the Division of General Internal Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus
| | - Lyndsay DeGroot
- Lyndsay DeGroot is a postdoctoral research fellow, Division of General Internal Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus
| | - Ivor S Douglas
- Ivor S. Douglas is a professor of medicine in the Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, and in the Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health and Hospital Authority, Denver, Colorado
| | - Anuj B Mehta
- Anuj B. Mehta is an associate professor in the Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, and in the Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health and Hospital Authority
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Luo X, Zeng W, Tang J, Liu W, Yang J, Chen H, Jiang L, Zhou X, Huang J, Zhang S, Du L, Shen X, Chi H, Wang H. Multi-modal transcriptomic analysis reveals metabolic dysregulation and immune responses in chronic obstructive pulmonary disease. Sci Rep 2024; 14:22699. [PMID: 39349929 PMCID: PMC11442962 DOI: 10.1038/s41598-024-71773-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 08/30/2024] [Indexed: 10/04/2024] Open
Abstract
Chronic obstructive pulmonary disease (COPD), a progressive inflammatory condition of the airways, emerges from the complex interplay between genetic predisposition and environmental factors. Notably, its incidence is on the rise, particularly among the elderly demographic. Current research increasingly highlights cellular senescence as a key driver in chronic lung pathologies. Despite this, the detailed mechanisms linking COPD with senescent genomic alterations remain elusive. To address this gap, there is a pressing need for comprehensive bioinformatics methodologies that can elucidate the molecular intricacies of this link. This approach is crucial for advancing our understanding of COPD and its association with cellular aging processes. Utilizing a spectrum of advanced bioinformatics techniques, this research delved into the potential mechanisms linking COPD with aging-related genes, identifying four key genes (EP300, MTOR, NFE2L1, TXN) through machine learning and weighted gene co-expression network analysis (WGCNA) analyses. Subsequently, a precise diagnostic model leveraging an artificial neural network was developed. The study further employed single-cell analysis and molecular docking to investigate senescence-related cell types in COPD tissues, particularly focusing on the interactions between COPD and NFE2L1, thereby enhancing the understanding of COPD's molecular underpinnings. Leveraging artificial neural networks, we developed a robust classification model centered on four genes-EP300, MTOR, NFE2L1, TXN-exhibiting significant predictive capability for COPD and offering novel avenues for its early diagnosis. Furthermore, employing various single-cell analysis techniques, the study intricately unraveled the characteristics of senescence-related cell types in COPD tissues, enriching our understanding of the disease's cellular landscape. This research anticipates offering novel biomarkers and therapeutic targets for early COPD intervention, potentially alleviating the disease's impact on individuals and healthcare systems, and contributing to a reduction in global COPD-related mortality. These findings carry significant clinical and public health ramifications, bolstering the foundation for future research and clinical strategies in managing and understanding COPD.
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Affiliation(s)
- Xiufang Luo
- Geriatric Department, Dazhou Central Hospital, Dazhou, 635000, China
| | - Wei Zeng
- Oncology Department, Second People's Hospital of Yaan City, Yaan, 625000, China
| | - Jingyi Tang
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China
| | - Wang Liu
- Department of General Surgery, Cheng Fei Hospital, Chengdu, 610000, China
| | - Jinyan Yang
- School of Stomatology, Southwest Medical University, Luzhou, 646000, China
| | - Haiqing Chen
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China
| | - Lai Jiang
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China
| | - Xuancheng Zhou
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China
| | - Jinbang Huang
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China
| | - Shengke Zhang
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China
| | - Linjuan Du
- Oncology Department, Dazhou Central Hospital, Dazhou, 635000, China
| | - Xiang Shen
- Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China.
| | - Hao Chi
- Department of Clinical Medicine, Clinical Medical College, Southwest Medical University, Luzhou, 646000, China.
| | - Huachuan Wang
- Department of Thoracic Surgery, Dazhou Central Hospital, Dazhou, 635000, China.
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Scarffe AD, Licskai CJ, Ferrone M, Brand K, Thavorn K, Coyle D. Cost-effectiveness of integrated disease management for high risk, exacerbation prone, patients with chronic obstructive pulmonary disease in a primary care setting. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2022; 20:39. [PMID: 35962399 PMCID: PMC9373353 DOI: 10.1186/s12962-022-00377-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/27/2022] [Indexed: 11/24/2022] Open
Abstract
Background We evaluate the cost-effectiveness of the ‘Best Care’ integrated disease management (IDM) program for high risk, exacerbation prone, patients with chronic obstructive pulmonary disease (COPD) compared to usual care (UC) within a primary care setting from the perspective of a publicly funded health system (i.e., Ontario, Canada). Methods We conducted a model-based, cost-utility analysis using a Markov model with expected values of costs and outcomes derived from a Monte-Carlo Simulation with 5000 replications. The target population included patients started in GOLD II with a starting age of 68 years in the trial-based analysis. Key input parameters were based on a randomized control trial of 143 patients (i.e., UC (n = 73) versus IDM program (n = 70)). Results were shown as incremental cost per quality-adjusted life year (QALY) gained. Results The IDM program for high risk, exacerbation prone, patients is dominant in comparison with the UC group. After one year, the IDM program demonstrated cost savings and improved QALYs (i.e., UC was dominated by IDM) with a positive net-benefit of $5360 (95% CI: ($5175, $5546) based on a willingness to pay of $50,000 (CAN) per QALY. Conclusions This study demonstrates that the IDM intervention for patients with COPD in a primary care setting is cost-effective in comparison to the standard of care. By demonstrating the cost-effectiveness of IDM, we confirm that investment in the delivery of evidence based best practices in primary care delivers better patient outcomes at a lower cost than UC. Supplementary Information The online version contains supplementary material available at 10.1186/s12962-022-00377-w. Interventions that can reduce the frequency and severity of exacerbations in patients who suffer from COPD have the potential to reduce the financial burden of COPD on the health system; This is the first study that demonstrates the cost-effectiveness of integrated disease management for patients who suffer from COPD within a primary care environment; This study makes the case for embedding Certified Respiratory Educators (CREs) within the primary care environment to improve the quality of life of patients who suffer from COPD, as well as alleviating unnecessary health services utilization and decreasing the overall financial burden of the disease on the health system.
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Affiliation(s)
- Andrew D Scarffe
- Telfer School of Management, University of Ottawa, 55 Laurier Avenue East, Ottawa, ON, K1N 6N5, Canada.
| | - Christopher J Licskai
- London Health Sciences Centre, Western University, London, ON, Canada.,Lawson Health Research Institute, London, ON, Canada.,Asthma Research Group Windsor Essex County Inc., ON, Windsor, Canada
| | - Madonna Ferrone
- Asthma Research Group Windsor Essex County Inc., ON, Windsor, Canada.,Hotel-Dieu Grace Healthcare, Windsor, ON, Canada
| | - Kevin Brand
- Telfer School of Management, University of Ottawa, 55 Laurier Avenue East, Ottawa, ON, K1N 6N5, Canada
| | - Kednapa Thavorn
- Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, ON, Canada.,Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Doug Coyle
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.,Department of Clinical Sciences, College of Health and Life Sciences, Brunel University London, London, UK
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Zhong S, Yang L, Liu N, Zhou G, Hu Z, Chen C, Wang Y. Identification and validation of aging-related genes in COPD based on bioinformatics analysis. Aging (Albany NY) 2022; 14:4336-4356. [PMID: 35609226 PMCID: PMC9186770 DOI: 10.18632/aging.204064] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 04/12/2022] [Indexed: 11/25/2022]
Abstract
Chronic obstructive pulmonary disease (COPD) is a serious chronic respiratory disorder. One of the major risk factors for COPD progression is aging. Therefore, we investigated aging-related genes in COPD using bioinformatic analyses. Firstly, the Aging Atlas database containing 500 aging-related genes and the Gene Expression Omnibus database (GSE38974) were utilized to screen candidates. A total of 24 candidate genes were identified related to both COPD and aging. Using gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses, we found that this list of 24 genes was enriched in genes associated with cytokine activity, cell apoptosis, NF-κB and IL-17 signaling. Four of these genes (CDKN1A, HIF1A, MXD1 and SOD2) were determined to be significantly upregulated in clinical COPD samples and in cigarette smoke extract-exposed Beas-2B cells in vitro, and their expression was negatively correlated with predicted forced expiratory volume and forced vital capacity. In addition, the combination of expression levels of these four genes had a good discriminative ability for COPD patients (AUC = 0.794, 95% CI 0.743-0.845). All four were identified as target genes of hsa-miR-519d-3p, which was significantly down-regulated in COPD patients. The results from this study proposed that regulatory network of hsa-miR-519d-3p/CDKN1A, HIF1A, MXD1, and SOD2 closely associated with the progression of COPD, which provides a theoretical basis to link aging effectors with COPD progression, and may suggest new diagnostic and therapeutic targets of this disease.
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Affiliation(s)
- Shan Zhong
- Guangdong Key Laboratory of Epigenetics, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518055, P.R. China.,Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, College of Optoelectronic Engineering, Shenzhen University, Shenzhen 518061, P.R. China
| | - Li Yang
- Key Laboratory of Interventional Pulmonology of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, P.R. China
| | - Naijia Liu
- Guangdong Key Laboratory of Epigenetics, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518055, P.R. China
| | - Guangkeng Zhou
- Guangdong Key Laboratory of Epigenetics, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518055, P.R. China
| | - Zhangli Hu
- Guangdong Key Laboratory of Epigenetics, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518055, P.R. China.,Longhua Innovation Institute for Biotechnology, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, P.R. China
| | - Chengshui Chen
- Key Laboratory of Interventional Pulmonology of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, P.R. China
| | - Yun Wang
- Guangdong Key Laboratory of Epigenetics, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518055, P.R. China
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Beghé B, Cerri S, Fabbri LM, Marchioni A. COPD, Pulmonary Fibrosis and ILAs in Aging Smokers: The Paradox of Striking Different Responses to the Major Risk Factors. Int J Mol Sci 2021; 22:ijms22179292. [PMID: 34502194 PMCID: PMC8430914 DOI: 10.3390/ijms22179292] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 01/19/2023] Open
Abstract
Aging and smoking are associated with the progressive development of three main pulmonary diseases: chronic obstructive pulmonary disease (COPD), interstitial lung abnormalities (ILAs), and idiopathic pulmonary fibrosis (IPF). All three manifest mainly after the age of 60 years, but with different natural histories and prevalence: COPD prevalence increases with age to >40%, ILA prevalence is 8%, and IPF, a rare disease, is 0.0005–0.002%. While COPD and ILAs may be associated with gradual progression and mortality, the natural history of IPF remains obscure, with a worse prognosis and life expectancy of 2–5 years from diagnosis. Acute exacerbations are significant events in both COPD and IPF, with a much worse prognosis in IPF. This perspective discusses the paradox of the striking pathological and pathophysiologic responses on the background of the same main risk factors, aging and smoking, suggesting two distinct pathophysiologic processes for COPD and ILAs on one side and IPF on the other side. Pathologically, COPD is characterized by small airways fibrosis and remodeling, with the destruction of the lung parenchyma. By contrast, IPF almost exclusively affects the lung parenchyma and interstitium. ILAs are a heterogenous group of diseases, a minority of which present with the alveolar and interstitial abnormalities of interstitial lung disease.
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Affiliation(s)
- Bianca Beghé
- Respiratory Diseases Unit, University Hospital of Modena, 41124 Modena, Italy; (S.C.); (A.M.)
- Correspondence:
| | - Stefania Cerri
- Respiratory Diseases Unit, University Hospital of Modena, 41124 Modena, Italy; (S.C.); (A.M.)
| | - Leonardo M. Fabbri
- Department of Translational Medicine and Romagna, University of Ferrara, 44121 Ferrara, Italy;
| | - Alessandro Marchioni
- Respiratory Diseases Unit, University Hospital of Modena, 41124 Modena, Italy; (S.C.); (A.M.)
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