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van Dijk SHB, Brusse-Keizer MGJ, Effing T, van der Valk PDLPM, Ploumen EH, van der Palen J, Doggen CJM, Lenferink A. Exploring Patterns of COPD Exacerbations and Comorbid Flare-Ups. Int J Chron Obstruct Pulmon Dis 2023; 18:2633-2644. [PMID: 38022827 PMCID: PMC10657781 DOI: 10.2147/copd.s428960] [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: 07/04/2023] [Accepted: 11/09/2023] [Indexed: 12/01/2023] Open
Abstract
Background Comorbidities are known to complicate disease management in patients with Chronic Obstructive Pulmonary Disease (COPD). This is partly due to lack of insight into the interplay of acute exacerbations of COPD (AECOPD) and comorbid flare-ups. This study aimed to explore patterns of AECOPDs and comorbid flare-ups. Methods Data of increased symptoms were extracted from a 12-month daily symptom follow-up database including patients with COPD and comorbidities (chronic heart failure (CHF), anxiety, depression) and transformed to visualizations of AECOPDs and comorbid flare-up patterns over time. Patterns were subsequently categorized using an inductive approach, based on both predominance (ie, which occurs most often) of AECOPDs or comorbid flare-ups, and their simultaneous (ie, simultaneous start in ≥ 50%) occurrence. Results We included 48 COPD patients (68 ± 9 years; comorbid CHF: 52%, anxiety: 40%, depression: 38%). In 25 patients with AECOPDs and CHF flare-ups, the following patterns were identified: AECOPDs predominant (n = 14), CHF flare-ups predominant (n = 5), AECOPDs nor CHF flare-ups predominant (n = 6). Of the 24 patients with AECOPDs and anxiety and/or depression flare-ups, anxiety and depression flare-ups occurred simultaneously in 15 patients. In 9 of these 24 patients, anxiety or depression flare-ups were observed independently from each other. In 31 of the included 48 patients, AECOPDs and comorbid flare-ups occurred mostly simultaneously. Conclusion Patients with COPD and common comorbidities show a variety of patterns of AECOPDs and comorbid flare-ups. Some patients, however, show repetitive patterns that could potentially be used to improve personalized disease management, if recognized.
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Affiliation(s)
- Sanne H B van Dijk
- Health Technology & Services Research, TechMed Centre, University of Twente, Enschede, the Netherlands
- Department of Pulmonary Medicine, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Marjolein G J Brusse-Keizer
- Health Technology & Services Research, TechMed Centre, University of Twente, Enschede, the Netherlands
- Medical School Twente, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Tanja Effing
- College of Medicine and Public Health, School of Medicine, Flinders University, Adelaide, Australia
- School of Psychology, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia
| | | | - Eline H Ploumen
- Health Technology & Services Research, TechMed Centre, University of Twente, Enschede, the Netherlands
- Department of Cardiology, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Job van der Palen
- Medical School Twente, Medisch Spectrum Twente, Enschede, the Netherlands
- Cognition, Data & Education, BMS Faculty, University of Twente, Enschede, the Netherlands
| | - Carine J M Doggen
- Health Technology & Services Research, TechMed Centre, University of Twente, Enschede, the Netherlands
- Clinical Research Centre, Rijnstate Hospital, Arnhem, the Netherlands
| | - Anke Lenferink
- Health Technology & Services Research, TechMed Centre, University of Twente, Enschede, the Netherlands
- Department of Pulmonary Medicine, Medisch Spectrum Twente, Enschede, the Netherlands
- Clinical Research Centre, Rijnstate Hospital, Arnhem, the Netherlands
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Ge H, Liu X, Gu W, Feng X, Zhang F, Han F, Qian Y, Jin X, Gao B, Yu L, Bao H, Zhou M, Li S, Jie Z, Wang J, Chen Z, Hang J, Zhang J, Zhu H. Distribution of COPD Comorbidities and Creation of Acute Exacerbation Risk Score: Results from SCICP. J Inflamm Res 2021; 14:3335-3348. [PMID: 34290518 PMCID: PMC8289369 DOI: 10.2147/jir.s315600] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 06/17/2021] [Indexed: 12/13/2022] Open
Abstract
Background Chronic obstructive pulmonary disease (COPD) often coexists with multiple comorbidities which may have a significant impact on acute exacerbations of patients. At present, what kind of comorbidities affects acute exacerbations and how comorbidities lead to poor prognosis are still controversial. The purpose of our study is to determine the impact of comorbidities on COPD exacerbation and establish an acute exacerbation risk assessment system related to comorbidities. Methods A total of 742 COPD patients participated in the Shanghai COPD Investigation on Comorbidity Program (SCICP, ChiCTR2000030911). Finally, the baseline information of 415 participants and one-year follow-up data were involved in the analysis. We collected hemogram indices, pulmonary function tests and acute exacerbation of COPD with regular medical follow-up. Q-type cluster analysis was used to determine the clusters of participants. Receiver operating characteristic (ROC) analysis was constructed to assess the ability of indicators in predicting acute exacerbations. Results Almost 65% of the population we investigated had at least one comorbidity. The distribution and incidence of comorbidities differed between exacerbation group and non-exacerbation group. Three comorbidity clusters were identified: (1) respiratory, metabolic, immune and psychologic disease (non-severe cases); (2) cardiovascular and neoplastic disease (severe cases); (3) less comorbidity. Different sub-phenotypes of COPD patients showed significant distinction in health status. Anxiety (OR=5.936, P=0.001), angina (OR=10.155, P=0.025) and hypertension (OR=3.142, P=0.001) were found to be independent risk factors of exacerbation in a year. The novel risk score containing BODEx and four diseases showed great prognostic value of COPD exacerbation in developing sample. Conclusion Our study detailed the major interaction between comorbidities and exacerbation in COPD. Noteworthily, a novel risk score using comprehensive index – BODEx – and comorbidity parameters can identify patients at high risk of acute exacerbation.
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Affiliation(s)
- Haiyan Ge
- Department of Respiratory and Critical Care Medicine, Huadong Hospital, Fudan University, Shanghai, People's Republic of China
| | - Xuanqi Liu
- Department of Respiratory and Critical Care Medicine, Huadong Hospital, Fudan University, Shanghai, People's Republic of China
| | - Wenchao Gu
- Department of Respiratory Medicine, Pudong New District People's Hospital, Shanghai, People's Republic of China
| | - Xiumin Feng
- Department of Respiratory and Critical Care Medicine, Changhai Hospital Affiliated to Navy Military Medical University, Shanghai, People's Republic of China.,Department of Respiratory and Critical Care Medicine, Changji Branch of First Affiliated Hospital of Xinjiang Medical University, Xinjiang, People's Republic of China
| | - Fengying Zhang
- Department of Respiratory Medicine, Putuo District People's Hospital, Shanghai, People's Republic of China
| | - Fengfeng Han
- Department of Respiratory Medicine, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Yechang Qian
- Baoshan District Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai, People's Republic of China
| | - Xiaoyan Jin
- Department of Respiratory Medicine, Tongren Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Beilan Gao
- Department of Respiratory Medicine, Shanghai Pulmonary Hospital, Tongji University, Shanghai, People's Republic of China
| | - Li Yu
- Department of Pulmonary and Critical Care Medicine, Tongji Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Hong Bao
- Department of Respiratory Medicine Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, People's Republic of China
| | - Min Zhou
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Shengqing Li
- Department of Respiratory and Critical Care Medicine, Huashan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Zhijun Jie
- Department of Respiratory Medicine, Shanghai Fifth's Hospital, Fudan University, Shanghai, People's Republic of China
| | - Jian Wang
- Department of Respiratory Medicine, Shanghai Ninth's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People's Republic of China
| | - Zhihong Chen
- Department of Respiratory and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Jingqing Hang
- Department of Respiratory Medicine, Putuo District People's Hospital, Shanghai, People's Republic of China
| | - Jingxi Zhang
- Department of Respiratory and Critical Care Medicine, Changhai Hospital Affiliated to Navy Military Medical University, Shanghai, People's Republic of China
| | - Huili Zhu
- Department of Respiratory and Critical Care Medicine, Huadong Hospital, Fudan University, Shanghai, People's Republic of China
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Tinè M, Bazzan E, Semenzato U, Biondini D, Cocconcelli E, Balestro E, Casara A, Baraldo S, Turato G, Cosio MG, Saetta M. Heart Failure is Highly Prevalent and Difficult to Diagnose in Severe Exacerbations of COPD Presenting to the Emergency Department. J Clin Med 2020; 9:jcm9082644. [PMID: 32823938 PMCID: PMC7466112 DOI: 10.3390/jcm9082644] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/11/2020] [Accepted: 08/12/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Some 20% of patients with stable Chronic Obstructive Pulmonary Disease (COPD) might have heart failure (HF). HF contribution to acute exacerbations of COPD (AECOPD) presenting to the emergency department (ED) is not well established. AIMS To assess (1) the HF incidence in patients presenting to the ED with AECOPD; (2) the concordance between ED and respiratory ward (RW) diagnosis; (3) the factors associated with risk of death after hospital discharge. METHODS Retrospective chart review of 119 COPD patients presenting to ED for acute exacerbation of respiratory symptoms and then admitted to RW where a final diagnosis of AECOPD, AECOPD and HF and AECOPD and OD (other diagnosis), was obtained. ED and RW diagnosis were then compared. Factors affecting survival at follow-up were investigated. RESULTS At RW, 40.3% of cases were diagnosed of AECOPD, 40.3% of AECOPD and HF and 19.4% of AECOPD and OD, with ED diagnosis coinciding with RW's in 67%, 23%, and 57% of cases respectively. At RW, 60% of patients in GOLD1 had HF, of which 43% were diagnosed at ED, while 40% in GOLD4 had HF that was never diagnosed at ED. Lack of inclusion in a COPD care program, HF, and early readmission for AECOPD were associated with mortality. CONCLUSIONS HF is highly prevalent and difficult to diagnose in patients in all GOLD stages presenting to the ED with severe AECOPD, and along with lack of inclusion in a COPD care program, confers a high risk for mortality.
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Affiliation(s)
- Mariaenrica Tinè
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Erica Bazzan
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Umberto Semenzato
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Davide Biondini
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Elisabetta Cocconcelli
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Elisabetta Balestro
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Alvise Casara
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Simonetta Baraldo
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Graziella Turato
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
| | - Manuel G. Cosio
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
- Meakins-Christie Laboratories, Respiratory Division, McGill University, Montreal, QC H4A3J1, Canada
| | - Marina Saetta
- Department of Cardio-Thoracic-Vascular Sciences and Public Health, University of Padova, 35127 Padova, Italy; (M.T.); (E.B.); (U.S.); (D.B.); (E.C.); (E.B.); (A.C.); (S.B.); (G.T.); (M.G.C.)
- Correspondence:
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Challenges to the Application of Integrated, Personalized Care for Patients with COPD-A Vision for the Role of Clinical Information. J Clin Med 2020; 9:jcm9051311. [PMID: 32370150 PMCID: PMC7290491 DOI: 10.3390/jcm9051311] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/27/2020] [Accepted: 04/28/2020] [Indexed: 01/10/2023] Open
Abstract
Chronic Obstructive Pulmonary Disease (COPD) is a complex disease defined by airflow limitation and characterized by a spectrum of treatable and untreatable pulmonary and extra-pulmonary disease characteristics. Nonpharmacological management related to physical activity, physical capacity, body composition, breathing and energy-saving techniques, coping strategies, and self-management is as important as its pharmacological management. Most patients with COPD carry other chronic diagnoses and this poses a key challenge, as it lowers the quality of life, increases mortality, and impacts healthcare consumption. A personalized, multi-, and interprofessional approach is key. Today, healthcare is poorly organized to meet this complexity with the isolation between care levels, logic silos of the different healthcare professions, and lack of continuity of care along the patient’s journey with the healthcare system. In order to meet the criteria for integrated, personalized care for COPD, the structural capabilities of healthcare to support a comprehensive approach and continuity of care needs improvement. COPD is preeminently a disease that requires a transition from a reactive single-specialty approach to a proactive interprofessional approach. In this study, we discuss the issues that need to be addressed when moving from current health care practice to a person-centered model where the care processes and information are aligned to the individual personal needs of the patient.
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