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Simons SO, Heptinstall AB, Marjenberg Z, Marshall J, Mullerova H, Rogliani P, Nordon C, Hawkins NM. Temporal Dynamics of Cardiovascular Risk in Patients with Chronic Obstructive Pulmonary Disease During Stable Disease and Exacerbations: Review of the Mechanisms and Implications. Int J Chron Obstruct Pulmon Dis 2024; 19:2259-2271. [PMID: 39411574 PMCID: PMC11474009 DOI: 10.2147/copd.s466280] [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: 04/29/2024] [Accepted: 08/23/2024] [Indexed: 10/19/2024] Open
Abstract
Introduction Exacerbations of chronic obstructive pulmonary disease (COPD) are risk factors for severe cardiovascular (CV) events, with the risk remaining significantly elevated long after the symptomatic phase of the exacerbation. The pathophysiology underpinning the relationship between acute events of both COPD and CV diseases has been understudied. Our objectives were to review the mechanisms by which COPD exacerbations increase the risk of CV events and understand the temporality of this risk. Methods A pragmatic and targeted literature review was conducted with a focus on identifying recent, high-impact papers up to June 2023, guided by insights from subject matter experts including pulmonologists and cardiologists. Results A substantial number of inter-related mechanisms underpin the spiral of anatomical and functional deterioration of lung and heart affecting COPD patients during stable state. In turn, an exacerbation of COPD may trigger a CV event, during and beyond the symptomatic phase, due to ventilation/perfusion mismatch, oxygen supply-demand imbalance, oxidative stress, systemic inflammation, hypercoagulable state, dynamic hyperinflation, pulmonary hypertension, and sympathetic activation. However, no study was identified that explored the mechanisms by which an exacerbation confers a sustained risk of CV event. Conclusion While our review identified multiple dynamic and interacting pathophysiological mechanisms during and after an exacerbation of COPD that contribute to increasing the risk of a wide range of cardiac events, little is known regarding the precise long-term mechanisms after acute exacerbation to explain the persistent increased CV event risk beyond the symptomatic phase. The temporal changes in static and dynamic substrates need further characterization to better understand the different risk factors and risk periods for a CV event following the onset of an exacerbation. Moreover, guideline-directed cardiopulmonary therapies should be implemented at every opportunity; preventing exacerbations and intensively treating traditional CV risk factors should be a focus in COPD management.
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Affiliation(s)
- Sami O Simons
- Department of Respiratory Medicine, NUTRIM Institute for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | | | | | - Jonathan Marshall
- BioPharmaceuticals Medical, Respiratory and Immunology, AstraZeneca, Cambridge, UK
| | - Hana Mullerova
- BioPharmaceuticals Medical, Respiratory and Immunology, AstraZeneca, Cambridge, UK
| | - Paola Rogliani
- Department of Experimental Medicine, Unit of Respiratory Medicine, University of Rome ‘Tor Vergata’, Rome, Italy
| | - Clementine Nordon
- BioPharmaceuticals Medical, Respiratory and Immunology, AstraZeneca, Cambridge, UK
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Sá-Sousa A, Rodrigues C, Jácome C, Cardoso J, Fortuna I, Guimarães M, Pinto P, Sarmento PM, Baptista R. Cardiovascular Risk in Patients with Chronic Obstructive Pulmonary Disease: A Systematic Review. J Clin Med 2024; 13:5173. [PMID: 39274386 PMCID: PMC11396696 DOI: 10.3390/jcm13175173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 08/21/2024] [Accepted: 08/25/2024] [Indexed: 09/16/2024] Open
Abstract
Background/Objectives: A comprehensive and up-to-date review on cardiovascular disease (CVD) risk in patients with COPD is needed. Therefore, we aimed to systematically review the risk of a range of CVD in patients with COPD. Methods: We searched three databases (Pubmed, Web of Science, SCOPUS) from inception to September 2023 using terms related to COPD and CVD. Observational studies were included if they (1) were conducted in adults with a diagnosis of COPD based on the GOLD criteria, spirometry, physician diagnosis, or review of electronic health records; (2) reported the risk of CVD, namely of myocardial infarction (MI), ischaemic heart disease (IHD), atrial fibrillation (AF), heart failure, cerebrovascular disease, pulmonary hypertension, and peripheral vascular disease, compared with a control population using a measure of risk. A narrative synthesis was used. Results: Twenty-four studies from 2015 to 2023, mainly from Europe (n = 17), were included. A total of 3,485,392 patients with COPD (43.5-76.0% male; 63.9-73.5 yrs) and 31,480,333 (40.0-55.4% male, 49.3-70.0 yrs) controls were included. A higher risk of CVD in patients with COPD was evident regarding overall CVD, MI, IHD, heart failure, and angina. Higher risks of arrhythmia and AF, stroke, sudden cardiac death/arrest, pulmonary embolism, pulmonary hypertension, and peripheral vascular disease were also found, although based on a small amount of evidence. Conclusions: Patients with COPD have a higher risk of CVD than the general population or matched controls. This review underscores the need for vigilant and close monitoring of cardiovascular risk in individuals with COPD to inform more precise preventive strategies and targeted interventions to enhance their overall management.
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Affiliation(s)
- Ana Sá-Sousa
- MTG Research and Development Lab, 4200-604 Porto, Portugal
- Center for Health Technology and Services Research-CINTESIS@RISE, MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - Cidália Rodrigues
- Pulmonology Department, Unidade Local De Saúde de Coimbra, 3004-561 Coimbra, Portugal
| | - Cristina Jácome
- MTG Research and Development Lab, 4200-604 Porto, Portugal
- Center for Health Technology and Services Research-CINTESIS@RISE, MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - João Cardoso
- Pulmonology Department, Unidade Local de Saúde São José, 1150-199 Lisboa, Portugal
- NOVA Medical School, Nova University Lisbon, 1169-056 Lisboa, Portugal
| | - Inês Fortuna
- MTG Research and Development Lab, 4200-604 Porto, Portugal
| | - Miguel Guimarães
- Pulmonology Department, Unidade Local de Saúde de Gaia e Espinho, 4434-502 Vila Nova de Gaia, Portugal
| | - Paula Pinto
- Chest Department, Unidade Local De Saúde de Santa Maria, 1649-035 Lisboa, Portugal
- Environmental Health Institute (ISAMB), Faculty of Medicine, University of Lisbon, 1649-028 Lisboa, Portugal
| | - Pedro Morais Sarmento
- Department of Internal Medicine, Heart Failure Day Hospital, Hospital da Luz de Lisboa, 1500-650 Lisboa, Portugal
| | - Rui Baptista
- Department of Cardiology, Unidade Local De Saúde de Entre o Douro e Vouga, 4520-211 Santa Maria da Feira, Portugal
- Faculty of Medicine, University of Coimbra, 3000-075 Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-548 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
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Matsunaga K, Yoshida Y, Makita N, Nishida K, Rhodes K, Nordon C. Increased Risk of Severe Cardiovascular Events Following Exacerbations of Chronic Obstructive Pulmonary Disease: Results of the EXACOS-CV Study in Japan. Adv Ther 2024; 41:3362-3377. [PMID: 38976123 PMCID: PMC11263248 DOI: 10.1007/s12325-024-02920-y] [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: 04/18/2024] [Accepted: 06/05/2024] [Indexed: 07/09/2024]
Abstract
INTRODUCTION Severe exacerbations of chronic obstructive pulmonary disease (COPD) are known to increase the risk of cardiovascular events. However, this association has not been investigated specifically in patients with COPD in Japan, whose characteristics may differ from those of Western patients (i.e., western Europe, the US, and Canada). METHODS This longitudinal retrospective cohort study analyzed secondary claims data and included patients aged ≥ 40 years with COPD (International Classification of Diseases-10 codes J41-J44). All exacerbations occurring during follow-up were measured. Time-dependent Cox models were used to estimate hazard ratios (HRs) for the association between time periods following an exacerbation of COPD (vs. time prior to a first exacerbation) and occurrence of a first hospitalization for a severe fatal or non-fatal cardiovascular event. RESULTS The analysis included 152,712 patients with COPD with a mean age of 73.8 years and 37.6% of whom were female. During a median follow-up of 37 months, 63,182 (41.4%) patients experienced ≥ 1 exacerbation and 13,314 (8.7%) patients experienced ≥ 1 severe cardiovascular event. Following an exacerbation of COPD, the risk of a severe cardiovascular event was increased in the first 30 days [adjusted HR (aHR) 1.44, 95% confidence interval (CI) 1.33-1.55] and remained elevated for 365 days post-exacerbation (aHR 1.13, 95% CI 1.04-1.23). Specifically, the risks of acute coronary syndrome or arrhythmias remained significantly increased for up to 180 days, and the risk of decompensated heart failure for 1 year. CONCLUSION Among Japanese patients with COPD, the risk of experiencing a severe cardiovascular event increased following a COPD exacerbation and remained elevated for 365 days, emphasizing the need to prevent exacerbations.
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Affiliation(s)
- Kazuto Matsunaga
- Department of Respiratory Medicine and Infectious Disease, Graduate School of Medicine, Yamaguchi University, 1-1-1 Minami-kogushi, Ube, Yamaguchi, 755-8505, Japan.
| | - Yuri Yoshida
- Medical Department, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan
| | - Naoyuki Makita
- Medical Department, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan
| | - Kenichiro Nishida
- Medical Department, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan
| | - Kirsty Rhodes
- Real-World Science and Analytics, BioPharmaceuticals Medical Evidence, AstraZeneca UK, Academy House, 136 Hills Road, Cambridge, CB2 8PA, UK
| | - Clementine Nordon
- Medical and Payer Evidence Strategy, AstraZeneca UK, Academy House, 136 Hills Road, Cambridge, CB2 8PA, UK
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Santos S, Manito N, Sánchez-Covisa J, Hernández I, Corregidor C, Escudero L, Rhodes K, Nordon C. Risk of severe cardiovascular events following COPD exacerbations: results from the EXACOS-CV study in Spain. REVISTA ESPANOLA DE CARDIOLOGIA (ENGLISH ED.) 2024:S1885-5857(24)00194-4. [PMID: 38936468 DOI: 10.1016/j.rec.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 06/11/2024] [Indexed: 06/29/2024]
Abstract
INTRODUCTION AND OBJECTIVES This real-world study-the first of its kind in a Spanish population-aimed to explore severe risk for cardiovascular events and all-cause death following exacerbations in a large cohort of patients with chronic obstructive pulmonary disease (COPD). METHODS We included individuals with a COPD diagnosis code between 2014 and 2018 from the BIG-PAC health care claims database. The primary outcome was a composite of a first severe cardiovascular event (acute coronary syndrome, heart failure decompensation, cerebral ischemia, arrhythmia) or all-cause death following inclusion in the cohort. Time-dependent Cox proportional hazards models estimated HRs for associations between exposed time periods (1-7, 8-14, 15-30, 31-180, 181-365, and >365 days) following an exacerbation of any severity, and following moderate or severe exacerbations separately (vs unexposed time before a first exacerbation following cohort inclusion). RESULTS During a median follow-up of 3.03 years, 18 901 of 24 393 patients (77.5%) experienced ≥ 1 moderate/severe exacerbation, and 8741 (35.8%) experienced the primary outcome. The risk of a severe cardiovascular event increased following moderate/severe COPD exacerbation onset vs the unexposed period, with rates being most increased during the first 1 to 7 days following exacerbation onset (HR, 10.10; 95%CI, 9.29-10.97) and remaining increased >365 days after exacerbation onset (HR, 1.65; 95%CI, 1.49-1.82). CONCLUSIONS The risk of severe cardiovascular events or death increased following moderate/severe exacerbation onset, illustrating the need for proactive multidisciplinary care of patients with COPD to prevent exacerbations and address other cardiovascular risk factors.
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Affiliation(s)
- Salud Santos
- Servicio de Neumología, Hospital Universitario de Bellvitge, Institut d'Investigació Biomèdica de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Nicolás Manito
- Servicio de Cardiología, Hospital Universitario de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
| | | | | | | | | | - Kirsty Rhodes
- Real World Science & Analytics, BioPharmaceuticals Medical, AstraZeneca, Cambridge, United Kingdom
| | - Clementine Nordon
- Epidemiology Medical Evidence Strategy, BioPharmaceuticals Medical, AstraZeneca, Cambridge, United Kingdom
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Singh D, Han MK, Hawkins NM, Hurst JR, Kocks JWH, Skolnik N, Stolz D, El Khoury J, Gale CP. Implications of Cardiopulmonary Risk for the Management of COPD: A Narrative Review. Adv Ther 2024; 41:2151-2167. [PMID: 38664329 PMCID: PMC11133105 DOI: 10.1007/s12325-024-02855-4] [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: 02/23/2024] [Accepted: 03/22/2024] [Indexed: 05/29/2024]
Abstract
Chronic obstructive pulmonary disease (COPD) constitutes a major global health burden and is the third leading cause of death worldwide. A high proportion of patients with COPD have cardiovascular disease, but there is also evidence that COPD is a risk factor for adverse outcomes in cardiovascular disease. Patients with COPD frequently die of respiratory and cardiovascular causes, yet the identification and management of cardiopulmonary risk remain suboptimal owing to limited awareness and clinical intervention. Acute exacerbations punctuate the progression of COPD in many patients, reducing lung function and increasing the risk of subsequent exacerbations and cardiovascular events that may lead to early death. This narrative review defines and summarises the principles of COPD-associated cardiopulmonary risk, and examines respiratory interventions currently available to modify this risk, as well as providing expert opinion on future approaches to addressing cardiopulmonary risk.
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Affiliation(s)
- Dave Singh
- Medicines Evaluation Unit, Manchester University NHS Foundation Trust, University of Manchester, Manchester, M23 9QZ, UK.
| | - MeiLan K Han
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | - John R Hurst
- UCL Respiratory, University College London, London, UK
| | - Janwillem W H Kocks
- General Practitioners Research Institute, Groningen, The Netherlands
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Groningen Research Institute for Asthma and COPD, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Pulmonology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | | | - Daiana Stolz
- Clinic of Respiratory Medicine, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | | | - Chris P Gale
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
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Graul EL, Nordon C, Rhodes K, Menon S, Al Ammouri M, Kallis C, Ioannides AE, Whittaker HR, Peters NS, Quint JK. Factors associated with non-fatal heart failure and atrial fibrillation or flutter within the first 30 days post COPD exacerbation: a nested case-control study. BMC Pulm Med 2024; 24:221. [PMID: 38704538 PMCID: PMC11069200 DOI: 10.1186/s12890-024-03035-4] [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: 12/22/2023] [Accepted: 04/24/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND An immediate, temporal risk of heart failure and arrhythmias after a Chronic Obstructive Pulmonary Disease (COPD) exacerbation has been demonstrated, particularly in the first month post-exacerbation. However, the clinical profile of patients who develop heart failure (HF) or atrial fibrillation/flutter (AF) following exacerbation is unclear. Therefore we examined factors associated with people being hospitalized for HF or AF, respectively, following a COPD exacerbation. METHODS We conducted two nested case-control studies, using primary care electronic healthcare records from the Clinical Practice Research Datalink Aurum linked to Hospital Episode Statistics, Office for National Statistics for mortality, and socioeconomic data (2014-2020). Cases had hospitalization for HF or AF within 30 days of a COPD exacerbation, with controls matched by GP practice (HF 2:1;AF 3:1). We used conditional logistic regression to explore demographic and clinical factors associated with HF and AF hospitalization. RESULTS Odds of HF hospitalization (1,569 cases, 3,138 controls) increased with age, type II diabetes, obesity, HF and arrhythmia history, exacerbation severity (hospitalization), most cardiovascular medications, GOLD airflow obstruction, MRC dyspnea score, and chronic kidney disease. Strongest associations were for severe exacerbations (adjusted odds ratio (aOR)=6.25, 95%CI 5.10-7.66), prior HF (aOR=2.57, 95%CI 1.73-3.83), age≥80 years (aOR=2.41, 95%CI 1.88-3.09), and prior diuretics prescription (aOR=2.81, 95%CI 2.29-3.45). Odds of AF hospitalization (841 cases, 2,523 controls) increased with age, male sex, severe exacerbation, arrhythmia and pulmonary hypertension history and most cardiovascular medications. Strongest associations were for severe exacerbations (aOR=5.78, 95%CI 4.45-7.50), age≥80 years (aOR=3.15, 95%CI 2.26-4.40), arrhythmia (aOR=3.55, 95%CI 2.53-4.98), pulmonary hypertension (aOR=3.05, 95%CI 1.21-7.68), and prescription of anticoagulants (aOR=3.81, 95%CI 2.57-5.64), positive inotropes (aOR=2.29, 95%CI 1.41-3.74) and anti-arrhythmic drugs (aOR=2.14, 95%CI 1.10-4.15). CONCLUSIONS Cardiopulmonary factors were associated with hospitalization for HF in the 30 days following a COPD exacerbation, while only cardiovascular-related factors and exacerbation severity were associated with AF hospitalization. Understanding factors will help target people for prevention.
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Affiliation(s)
- Emily L Graul
- School of Public Health, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK
| | - Clementine Nordon
- Biopharmaceuticals Medical, AstraZeneca, Academy House, 136 Hills Rd, Cambridge, CB2 8PA, UK
| | - Kirsty Rhodes
- Biopharmaceuticals Medical, AstraZeneca, Academy House, 136 Hills Rd, Cambridge, CB2 8PA, UK
| | - Shruti Menon
- Medical and Scientific Affairs, AstraZeneca, 2 Pancras Sq, London, N1C 4AG, UK
| | - Mahmoud Al Ammouri
- School of Public Health, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK
| | - Constantinos Kallis
- School of Public Health, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK
| | - Anne E Ioannides
- School of Public Health, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK
| | - Hannah R Whittaker
- School of Public Health, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK
| | - Nicholas S Peters
- National Heart and Lung Institute, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK
| | - Jennifer K Quint
- School of Public Health, Imperial College London, 86 Wood Lane, London, W12 0BZ, UK.
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Daniels K, Lanes S, Tave A, Pollack MF, Mannino DM, Criner G, Neikirk A, Rhodes K, Feigler N, Nordon C. Risk of Death and Cardiovascular Events Following an Exacerbation of COPD: The EXACOS-CV US Study. Int J Chron Obstruct Pulmon Dis 2024; 19:225-241. [PMID: 38259591 PMCID: PMC10802125 DOI: 10.2147/copd.s438893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Purpose This study estimated the magnitude and duration of risk of cardiovascular events and mortality following acute exacerbations of chronic obstructive pulmonary disease (AECOPD), and whether risks varied by number and severity of exacerbation in a commercially insured population in the United States. Methods This was a retrospective cohort study of newly diagnosed COPD patients ≥40 years old in the Healthcare Integrated Research Database from 2012 to 2019. Patients experiencing exacerbations comprised the "exacerbation cohort". Moderate exacerbations were outpatient visits with contemporaneous antibiotic or glucocorticoid administration; severe exacerbations were emergency department visits or hospitalizations for AECOPD. Follow-up started on the exacerbation date. Distribution of time between diagnosis and first exacerbation was used to assign index dates to the "unexposed" cohort. Cox proportional hazards models estimated risks of a cardiovascular event or death following an exacerbation adjusted for medical and prescription history and stratified by follow-up time, type of cardiovascular event, exacerbation severity, and rank of exacerbation (first, second, or third). Results Among 435,925 patients, 170,236 experienced ≥1 exacerbation. Risk of death was increased for 2 years following an exacerbation and was highest during the first 30 days (any exacerbation hazard ratio (HR)=1.79, 95% CI=1.58-2.04; moderate HR=1.22, 95% CI=1.04-1.43; severe HR=5.09, 95% CI=4.30-6.03). Risks of cardiovascular events were increased for 1 year following an AECOPD and highest in the first 30-days (any exacerbation HR=1.34, 95% CI=1.23-1.46; moderate HR=1.23 (95% CI 1.12-1.35); severe HR=1.93 (95% CI=1.67-2.22)). Each subsequent AECOPD was associated with incrementally higher rates of both death and cardiovascular events. Conclusion Risk of death and cardiovascular events was greatest in the first 30 days and rose with subsequent exacerbations. Risks were elevated for 1-2 years following moderate and severe exacerbations, highlighting a sustained increased cardiopulmonary risk associated with exacerbations.
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Affiliation(s)
| | - Stephan Lanes
- Safety and Epidemiology, Carelon Research, Wilmington, DE, USA
| | - Arlene Tave
- Safety and Epidemiology, Carelon Research, Wilmington, DE, USA
| | | | - David M Mannino
- College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Gerard Criner
- Thoracic Medicine and Surgery, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Amanda Neikirk
- Safety and Epidemiology, Carelon Research, Wilmington, DE, USA
| | - Kirsty Rhodes
- BioPharmaceuticals Medical, AstraZeneca, Cambridge, UK
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