Literature DB >> 33116465

Symptoms, Management and Healthcare Utilization of COPD Patients During the COVID-19 Epidemic in Beijing.

Ying Liang1, Chun Chang1, Yahong Chen1, Fawu Dong1, Linlin Zhang1, Yongchang Sun1.   

Abstract

Background: Social distancing and restriction measures during the COVID-19 epidemic may have impacts on medication availability and healthcare utilization for COPD patients, and thereby affect standard disease management. We aimed to investigate the change of respiratory symptoms, pharmacological treatment and healthcare utilization of COPD patients during the epidemic in Beijing, China.
Methods: We conducted a single-center, cross-sectional survey performed at Peking University Third Hospital and recruited patients with COPD who were interviewed by phone call. Clinical data, including respiratory symptoms, pharmacological treatment, management and healthcare access before and during the COVID-19 epidemic from January 25 to April 25, 2020, were collected.
Results: A total of 153 patients were enrolled for analysis. Before the epidemic, 81.7% (125/153) had long-term maintenance medication and ICS/LABA (60.8%) and LAMA (57.5%) were most commonly used. During the epidemic, 75.2% (115/153) maintained their pharmacological treatment and 6.5% (10/153) had to reduce or stop taking medications, with a slight decrease of patients taking ICS/LABA (53.6%) and LAMA (56.9%). Most of the patients [76.5% (117/153)] had a low symptom burden, with a CAT score <10 during the epidemic. Of 153 patients, 45 (29.4%) patients reported worsening of respiratory symptoms but only 15.6% (7/45) sought medical care in hospitals, while the remaining expressed concerns about cross-infection in the hospital (55.5%, 25/45) or had mild symptoms which were managed by themselves (28.8%, 13/45).
Conclusion: During the COVID-19 epidemic in Beijing, most of our COPD patients maintained their long-term pharmacological treatment and had mild-to-moderate symptoms. Approximately, 30.0% of the patients experienced worsening of respiratory symptoms, but most of them did not seek medical care in the hospital due to concerns about cross-infection.
© 2020 Liang et al.

Entities:  

Keywords:  COVID-19; chronic obstructive pulmonary disease; exacerbation; management

Mesh:

Year:  2020        PMID: 33116465      PMCID: PMC7569036          DOI: 10.2147/COPD.S270448

Source DB:  PubMed          Journal:  Int J Chron Obstruct Pulmon Dis        ISSN: 1176-9106


Introduction

Coronavirus disease 2019 (COVID-19) is a highly contagious infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). To fight the pandemic, reallocation of healthcare resources may have negative impacts on the care of patients without COVID-19. In addition, measures to mitigate the transmission of COVID-19, such as social distancing and restrictions may also affect the standard care of patients with chronic diseases such as chronic obstructive pulmonary disease (COPD). COPD is a common chronic airway inflammatory disease characterized by persistent respiratory symptoms and airflow limitation.1 A large systematic review and meta-analysis estimated that there were 384 million COPD cases in 2010, with a global prevalence of 11.7% in the population aging from 32 to 74 years.2 In 2018, the China Pulmonary Health (CPH) study reported that the prevalence of COPD was 13.7% in the population aged 40 years or older, and estimated that there were nearly 100 million cases in China.3 During the COVID-19 pandemic, studies have shown that COPD is a common comorbidity of COVID-19, contributing to the progression and worse outcome of this infectious disease4 and increases the risk of 28-day mortality for more than 2 folds.5 Furthermore, patients with COPD are mostly elderly and vulnerable to infection and transmission of SARS-CoV-2, and therefore need particular attention during the pandemic. As contingency measures, experts and societies have proposed guidance on the management of COPD during the pandemic.6,7 However, these guidelines are largely based on existing guidelines and expert consensus because of the lack of relevant research data during the COVID-19 pandemic. Therefore, we conducted a cross-sectional study of symptoms, management and healthcare utilization of COPD patients during the COVID-19 epidemic in Beijing, aiming to provide data for implementing relevant treatment strategy of COPD during the pandemic.

Patients and Methods

Study Subjects

This was a single-center, retrospective, cross-sectional survey by telephone call performed in Peking University Third Hospital. Patients were selected randomly from the COPD database in our hospital by the following inclusion criteria: 1) 40 years of age or older; (2) a history of at least 3 months of diagnosed COPD according to Global Initiative for Chronic Obstructive Lung Disease (GOLD) Report.1 Patients who refused telephone interview or had cognitive dysfunction such as vascular dementia, Alzheimer’s disease were excluded. We used a design based on a table of random numbers to select a representative sample. Sociodemographic information and clinical data, including respiratory symptoms, pharmacological treatment, management and healthcare access before and during the COVID-19 epidemic from January 25 to April 25, 2020, were collected. The changes of respiratory symptoms, pharmacological treatment and healthcare utilization of COPD patients during the epidemic were the major composite endpoints in this study.

Questionnaire and Data Collection

We conducted the study via telephone interview from April 28 to May 13, 2020. Prior to the investigation, the physicians participating in this study and dialing to the patients were required to attend a centralized training session. Any identifier to an individual patient, such as identification number and full name, was not collected. All data were inputted into a programmed database by two people independently for statistical analysis. The interviewing physician would explain the aim of this survey, the amount of time required, and the confidentiality and permissions for the collection of data in plain language. Upon getting oral approval from the patients or their close relatives, the interviewer carried on asking the questions from a questionnaire designed by the experts in the Department of Respiratory and Critical Care Medicine, which covered the following items:

Demographic Information

Sex, age, ethnicity, height, weight, permanent residence, employment status, education level, medical insurances, and smoking status.

Medical History Before the COVID-19 Epidemic

History of COPD, the numbers of COPD exacerbations and hospitalizations due to COPD exacerbation in the previous year.

Medications, Management and Healthcare Utilization Before the COVID-19 Epidemic

Medications for COPD treatment included inhaled short-acting β-agonist (SABA), inhaled short-acting muscarinic antagonist (SAMA), inhaled corticosteroids plus long-acting β-agonist (ICS/LABA), long-acting muscarinic antagonist (LAMA), and oral theophylline. Management and healthcare utilization included personal action plan, attending to COPD education program, seeking online consultation, and medical visits to hospitals.

Medications and Healthcare Utilization of COPD During the COVID-19 Epidemic (from January 25 to April 25, 2020)

Maintenance therapy for COPD and the compliance, the causes of changes in maintenance medication, medicine prescription refill in outpatient visits, times of visit to any hospital during the epidemic and the causes of medical visits (getting prescription for COPD, review and assessment of disease, or worsening of respiratory symptoms), and online consultation.

Respiratory Symptoms and Management During the COVID-19 Epidemic

The modified Medical Research Council (mMRC) dyspnea scale8 and COPD Assessment Test (CAT)9 were performed to assess the symptoms of COPD. Changes of respiratory symptoms were reviewed, including the patient’s overall perception, respiratory symptom worsening and the patients’ management of changes of symptoms.

Statistical Analysis

The data were analyzed anonymously. Continuous variables were expressed as median [25th, 75th percentiles] or mean ± standard deviation. Categorical variables were expressed as numbers (%). Unpaired t-test was performed to assess the differences between continuous variables. Chi-square test or Fisher exact test was performed for categorical variables. Statistical analyses were performed using SPSS software, version 19.0 (IBM, Armonk, NY, USA). Results were considered statistically significant at P<0.05.

Results

We contacted 218 patients from April 28 to May 13. Sixty-five patients refused to accept the interview, and finally, 153 patients (70.2%, 153/218) who completed the questionnaire were enrolled for analysis. None of them were infected by SARS-CoV-2. The median age of the patients was 71 (65–80) years and 85.0% of the patients were male. Approximately 80% of the patients were current smokers or former smokers. Over 90% were urban residents and most of them had retired. Seventeen patients (11.1%) had no medical insurance. The detailed demographic and socioeconomic data are shown in Table 1.
Table 1

Demographic, Socioeconomic and Medical Characteristics (n = 153)

CharacteristicsMedian [25th, 75th Percentiles] or n (%)Range
Age (year)71 [65, 80]47–92
Sex
 Male130 (85.0)
 Female23 (15.0)
Residence
 Urban143 (93.5)
 Rural area10 (6.5)
Education
 Illiteracy2 (1.3)
 Primary school22 (14.4)
 Junior middle school52 (34.0)
 Senior middle school48 (31.4)
 University29 (18.9)
Employment status
 Currently working9 (5.9)
 Retired119 (77.8)
 Other25 (16.2)
Medical insurance
 No insurance17 (11.1)
 URMI and NRCMI115 (75.2)
 Free Medical Service13 (8.5)
 Medical Insurance outside Beijing8 (5.2)
Smoking status
 Never-smoker32 (20.9)
 Ex-smoker76 (49.7)
 Current-smoker45 (29.4)
 Smoking index (pack·year)a30.0 [20.0, 46.3]2.5–112.0

Notes: Data are presented as median [25th, 75th percentiles] or n (%); aSmoking index was calculated in current- and ex-smokers.

Abbreviations: BMI, body mass index; URMI, Urban Residents Medical Insurance; NRCMI, New Rural Cooperative Medical Insurance.

Demographic, Socioeconomic and Medical Characteristics (n = 153) Notes: Data are presented as median [25th, 75th percentiles] or n (%); aSmoking index was calculated in current- and ex-smokers. Abbreviations: BMI, body mass index; URMI, Urban Residents Medical Insurance; NRCMI, New Rural Cooperative Medical Insurance. The median history of COPD was 5.0 years and the longest history was up to over 20 years. In our study, 24 patients (15.7%) experienced exacerbation in the previous year before the epidemic and 7 (4.6%) were frequent exacerbators. Eighteen patients (11.8%) were ever hospitalized due to COPD exacerbation in the previous year. The medical history data are shown in Table 2.
Table 2

Medical History, Medications and Management of COPD Before the COVID-19 Epidemic

VariablesMedian [25th, 75th Percentiles] or N (%)
History of COPD (year)5.0 [3.0, 8.0]
Exacerbation in the past year
 Frequency of exacerbation (/year)
  0129 (84.3)
  117 (11.1)
  ≥27 (4.6)
 Hospitalization due to exacerbation
  0135 (88.2)
  ≥118 (11.8)
Pharmacological treatment
 Inhaled SABA6 (3.9)
 Inhaled SAMA2 (1.3)
 ICS/LABA93 (60.8)
 LAMA88 (57.5)
 Oral theophylline12 (7.8)
Non-pharmacological management and health behavior
 Ever attending any education sessions23 (15.0)
 Ever consulting respiratory specialists online3 (2.0)
 Having a long-term personalized action plan22 (14.4)

Note: Data are presented as median [25th, 75th percentiles] or n (%).

Abbreviations: COPD, chronic obstructive pulmonary disease; COVID-19, coronavirus disease 2019; SABA, short-acting β-agonist; SAMA, short-acting muscarinic antagonist; ICS, inhaled corticosteroid; LABA, long-acting β-agonist; LAMA, long-acting muscarinic antagonist.

Medical History, Medications and Management of COPD Before the COVID-19 Epidemic Note: Data are presented as median [25th, 75th percentiles] or n (%). Abbreviations: COPD, chronic obstructive pulmonary disease; COVID-19, coronavirus disease 2019; SABA, short-acting β-agonist; SAMA, short-acting muscarinic antagonist; ICS, inhaled corticosteroid; LABA, long-acting β-agonist; LAMA, long-acting muscarinic antagonist. Before the COVID-19 epidemic, 125 patients (81.7%) had long-term maintenance medication for COPD. ICS/LABA and LAMA were the most commonly used pharmacological therapy. Twenty-two patients (14.4%) had long-term personalized action plan provided by their doctors. Besides, 23 patients (15.0%) ever attended patient education sessions and only 3 (2.0%) ever sought online medical consultation for COPD (Table 2). During the COVID-19 epidemic from January 25 to April 25, 2020, 55.6% (85/153) of the patients did not go to any medical facilities, while 44.4% (68/153) visited Respiratory Clinics for regular follow-up, medicine prescription or symptom aggravation. Twenty patients (13.1%) reported that they worried about the insufficient amount of maintenance medication and 10 (6.5%) had to reduce medication dosing (1 patient) or stop taking medicine (9 patients). Additionally, 10 patients (6.5%) expressed concerns for exacerbation of COPD. Compared to that before the COVID-19 epidemic, fewer patients (75.2%, 115/153) maintained their pharmacological treatment, with a slight decrease of patients taking ICS/LABA (53.6%) and LAMA (56.9%). Among the patients who had continued their long-term pharmacological treatment (including 115 patients who maintained their pharmacological treatment and 1 patient who reduced his medication dosing, n = 116), 2.6%, 37.1%, 33.6% and 26.7% of them had prescriptions for 2 weeks, 1 month, 2 months and 3 months, respectively (Table 3). Four patients (2.6%) sought online consultation for COPD during the epidemic. Comparison of maintenance medications and online consultation before and during the epidemic is shown in Figure 1.
Table 3

Medications, Management and Healthcare Utilization of COPD During the COVID-19 Epidemic

VariablesN (%)
Times of visiting to any hospital
 085 (55.6)
 151 (33.3)
 ≥217 (11.1)
Causes of visiting Respiratory Clinic in any hospital a
 Getting medicine for COPD60 (88.2)
 Review and assessment of COPD4 (5.9)
 Aggravation of respiratory symptoms4 (5.9)
Pharmacological treatment
 Inhaled SABA4 (2.6)
 Inhaled SAMA2 (1.3)
 ICS/LABA82 (53.6)
 LAMA87 (56.9)
 Oral theophylline9 (5.9)
The doses of medicine prescribed in one outpatient visit b
 2 weeks3 (2.6)
 1 month43 (37.1)
 2 months39 (33.6)
 3 months31 (26.7)

Notes: Data are presented as n (%); aThis was calculated in patients who ever visited Respiratory Clinic in any hospital (n = 68); bThis was calculated in patients having long-term pharmacological treatment (n = 116).

Abbreviations: COPD, chronic obstructive pulmonary disease; COVID-19, coronavirus disease 2019; SABA, short-acting β-agonist; SAMA, short-acting muscarinic antagonist; ICS, inhaled corticosteroid; LABA, long-acting β-agonist; LAMA, long–acting muscarinic antagonist.

Figure 1

Comparison of maintenance medications and online consultation before and during the COVID-19 epidemic.

Medications, Management and Healthcare Utilization of COPD During the COVID-19 Epidemic Notes: Data are presented as n (%); aThis was calculated in patients who ever visited Respiratory Clinic in any hospital (n = 68); bThis was calculated in patients having long-term pharmacological treatment (n = 116). Abbreviations: COPD, chronic obstructive pulmonary disease; COVID-19, coronavirus disease 2019; SABA, short-acting β-agonist; SAMA, short-acting muscarinic antagonist; ICS, inhaled corticosteroid; LABA, long-acting β-agonist; LAMA, long–acting muscarinic antagonist. Comparison of maintenance medications and online consultation before and during the COVID-19 epidemic. During the epidemic, respiratory symptoms were assessed by mMRC dyspnea scale and CAT score. Most of the patients (76.5%, 117/153) had a low symptom burden, with a CAT score <10 during the epidemic. Eighty-five patients (55.6%) had a mMRC score <2 (Table 4). During the COVID-19 epidemic, 45 patients (29.4%) reported worsening of respiratory symptoms. Increased sputum volume, dyspnea and cough were the most common symptoms. In these patients, only 7 (15.6%, 7/45) went to hospital to seek further medical care, 4 to the Respiratory Clinic, 2 to the Emergency Department and 1 hospitalized due to severe exacerbation. A large proportion (55.5%, 25/45) of the patients who experienced respiratory symptom aggravation were concerned about cross-infection of COVID-19 in the hospital and the remaining (28.8%, 13/45) thought that their symptoms were not serious and took more medications by themselves (Table 5). In the patients who had to reduce medication dosing or stop taking medicine during the epidemic, 30.0% (3/10) experienced respiratory symptom worsening.
Table 4

Assessment of Current Respiratory Symptoms

Variablesn (%)
Current respiratory symptoms
 Modified MRC dyspnea scale
  035 (22.9)
  150 (32.7)
  233 (21.6)
  319 (12.4)
  416 (10.5)
 CAT score
  < 10117 (76.5)
  ≥ 1036 (23.5)

Note: Data are presented as n (%).

Abbreviations: MRC, Medical Research Council; CAT, COPD Assessment Test; COPD, chronic obstructive pulmonary disease.

Table 5

Changes of Respiratory Symptoms and the Response of the Patients During the COVID-19 Epidemic

VariablesN (%)
Worsening of respiratory symptoms45 (29.4)
 Purulent sputum8 (5.2)
 Increased sputum volume22 (14.4)
 Increased dyspnea21 (13.7)
 Increased cough15 (9.8)
 Fever2 (1.3)
Visiting to hospitals due to respiratory symptoms a
 Yes7 (15.6)
 No38 (84.4)

Notes: Data are presented as n (%); aThis was calculated in patients with worsening of respiratory symptoms (n = 45).

Abbreviation: COVID-19, coronavirus disease 2019.

Assessment of Current Respiratory Symptoms Note: Data are presented as n (%). Abbreviations: MRC, Medical Research Council; CAT, COPD Assessment Test; COPD, chronic obstructive pulmonary disease. Changes of Respiratory Symptoms and the Response of the Patients During the COVID-19 Epidemic Notes: Data are presented as n (%); aThis was calculated in patients with worsening of respiratory symptoms (n = 45). Abbreviation: COVID-19, coronavirus disease 2019. Compared with patients without respiratory symptom worsening, more patients with respiratory worsening had CAT ≥10 (15.0%, 16/108 vs 42.2%, 19/45, P<0.001) and were frequent exacerbators in the past year (1.9%, 2/108 vs 11.1%, 5/45, P = 0.024). Age, sex, body mass index, smoking status and medication treatment were not statistically different between patients with and without respiratory worsening (Table 6).
Table 6

Comparison of Clinical Characteristics Between the Patients with and without Respiratory Symptoms Worsening

Respiratory Symptoms WorseningP-value
No (n = 108)Yes (n = 45)
Age (years)71.8 ± 9.672.5 ±10.60.679
Male94 (87.0)36 (80.0)0.267
BMI (kg/m2)23.4 ± 2.8722.9 ± 3.30.312
Smoking status
 Never-smoker21 (19.4)11 (24.4)0.301
 Ex-smoker58 (53.7)18 (40.0)
 Current-smoker29 (26.9)16 (35.6)
CAT score
 <1091 (85.0)26 (57.8)<0.001
 ≥1016 (15.0)19 (42.2)
Frequency of exacerbation (/year)
 0–1106 (98.1)40 (88.9)0.024
 ≥22 (1.9)5 (11.1)
Medications
 SABA2 (1.9)2 (4.4)0.581
 SAMA1 (0.9)1 (2.2)0.503
 ICS/LABA58 (53.7)24 (53.3)0.967
 LAMA61 (56.5)26 (57.8)0.883
 Theophylline4 (3.7)5 (11.1)0.125

Note: Data are presented as mean ± standard deviation or n (%).

Abbreviations: BMI, body mass index; CAT, COPD Assessment Test; COPD, chronic obstructive pulmonary disease; SABA, short-acting β-agonist; SAMA, short-acting muscarinic antagonist; ICS, inhaled corticosteroid; LABA, long-acting β-agonist; LAMA, long-acting muscarinic antagonist.

Comparison of Clinical Characteristics Between the Patients with and without Respiratory Symptoms Worsening Note: Data are presented as mean ± standard deviation or n (%). Abbreviations: BMI, body mass index; CAT, COPD Assessment Test; COPD, chronic obstructive pulmonary disease; SABA, short-acting β-agonist; SAMA, short-acting muscarinic antagonist; ICS, inhaled corticosteroid; LABA, long-acting β-agonist; LAMA, long-acting muscarinic antagonist.

Discussion

In this cross-sectional survey by phone call, we found that, during the COVID-19 epidemic in Beijing, most of our COPD patients maintained their pharmacological treatment and had a low symptom burden as assessed by CAT. However, there were a minority of patients who had to reduce or stop taking medications due to concerns about a shortage of maintenance medications. Importantly, 29.4% (45/153) of the patients reported worsening of respiratory symptoms, but only 15.6% (7/45) sought medical care in hospitals, while most of them expressed concerns about cross-infection in the hospital or had mild symptoms which were managed by themselves. During the 3 months of COVID-19 epidemic, most of our COPD patients were stable and had mild-to-moderate respiratory symptoms. More than 75% of these patients continued their maintenance therapy, mostly with ICS/LABA and/or LAMA, which is consistent with current guidelines.1 Compared with Copenhagen General Population Study,10 the use rates of ICS/LABA and LAMA in our study were relevantly high, contributing to the maintenance of disease stability. In our survey, although nearly 30% of the patients had respiratory symptom worsening, only three patients had severe exacerbation requiring visiting to Emergency Department or hospitalization. The majority of our patients did not need to seek medical care in hospitals and some of them could have their symptoms relieved by taking more medications. The lower rate of severe exacerbation in our study population might be due to social distancing, public hygiene measures and wearing of masks when going out in public, thereby reducing infection-induced COPD exacerbations. It needs to be noted that, for patients experiencing worsening of respiratory symptoms, a large proportion expressed worries about the risk of exposure to COVID-19 and therefore did not go to the hospital, but had medications step-up by themselves and experienced symptom alleviation, indicating that optimal self-management outside hospital can be useful for those patients with mild exacerbation. A recent report from American Thoracic Society Patient Education emphasized that an action plan for COPD patients is important and helps patients to manage the lung condition and monitor the symptoms.11 This report also suggested that patients should maintain their medicines as directed and not delay getting refills. We found that patients experiencing a worsening of respiratory symptoms had greater CAT score and more COPD exacerbations in the past year, suggesting that patients with these high-risk factors should keep maintenance therapy and be monitored carefully. In our survey, very few patients utilized online medical services for disease assessment and follow-up, although it was not difficult to acquire these services. Advanced age and education level of the COPD patients may hinder the use of telehealth, which is encouraged in epidemic emergencies when outpatient service should be prioritized for those who have exacerbations.12,13 In fact, a meta-analysis showed that telemedicine improved the quality of life and reduced the rates of hospitalization in COPD patients.14 Tobacco exposure is an important risk factor for the development of COPD.15 Nearly one half of the patients in our study were former-smokers. This was different from other previous large-scale cross-sectional studies, in which the prevalence of former-smokers in COPD population was less than 20%.3,16 However, our patients were elderly with a median age of more than 70 years. Older patients with COPD were more likely to quit smoking than younger patients.17 A large-scale epidemiological investigation in China showed that the successful smoking cessation rate in COPD patients was higher in those living in urban area and increased with age. In patients aged≥70 years, the smoking cessation rate was up to 36.4%.18 The high proportion of patients who had quit smoking may explain partly the low symptom burden of our study population. Our study had several limitations. As a single-centered, cross-sectional telephone survey, the sample size was relatively small and recall bias could not be avoided. The majority of the patients were in advanced age with a median of ≥70, and therefore data from individuals ranging from 40 to 60 years old were scarce. Finally, the study period was in spring, while it is well known that the rate and severity of COPD exacerbations vary with seasons.19

Conclusions

During the COVID-19 epidemic from January to April in Beijing, most of our patients with COPD maintained their long-term pharmacological treatment and had mild-to-moderate respiratory symptoms. Approximately 30.0% of the COPD patients experienced worsening of respiratory symptoms, but most of them did not seek medical care in the hospital due to concerns about cross-infection or successful self-management. Newer healthcare modalities such as telemedicine or online consultation may be needed for COPD patients during emergency periods.
  17 in total

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Authors:  Truls S Ingebrigtsen; Jacob L Marott; Børge G Nordestgaard; Peter Lange; Jesper Hallas; Morten Dahl; Jørgen Vestbo
Journal:  J Gen Intern Med       Date:  2014-09-23       Impact factor: 5.128

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Journal:  Thorax       Date:  1999-07       Impact factor: 9.139

4.  Determinants of Smoking Cessation in Patients With COPD Treated in the Outpatient Setting.

Authors:  Sandra S Tøttenborg; Reimar W Thomsen; Søren P Johnsen; Henrik Nielsen; Peter Lange
Journal:  Chest       Date:  2016-06-01       Impact factor: 9.410

Review 5.  Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary.

Authors:  Klaus F Rabe; Suzanne Hurd; Antonio Anzueto; Peter J Barnes; Sonia A Buist; Peter Calverley; Yoshinosuke Fukuchi; Christine Jenkins; Roberto Rodriguez-Roisin; Chris van Weel; Jan Zielinski
Journal:  Am J Respir Crit Care Med       Date:  2007-05-16       Impact factor: 21.405

Review 6.  Global and regional estimates of COPD prevalence: Systematic review and meta-analysis.

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Journal:  J Glob Health       Date:  2015-12       Impact factor: 7.664

Review 7.  COVID-19: Pandemic Contingency Planning for the Allergy and Immunology Clinic.

Authors:  Marcus S Shaker; John Oppenheimer; Mitchell Grayson; David Stukus; Nicholas Hartog; Elena W Y Hsieh; Nicholas Rider; Cullen M Dutmer; Timothy K Vander Leek; Harold Kim; Edmond S Chan; Doug Mack; Anne K Ellis; David Lang; Jay Lieberman; David Fleischer; David B K Golden; Dana Wallace; Jay Portnoy; Giselle Mosnaim; Matthew Greenhawt
Journal:  J Allergy Clin Immunol Pract       Date:  2020-03-26

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Journal:  J Infect       Date:  2020-03-30       Impact factor: 6.072

9.  The impact of COPD and smoking history on the severity of COVID-19: A systemic review and meta-analysis.

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Journal:  J Med Virol       Date:  2020-05-17       Impact factor: 2.327

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Authors:  Jonas Poucineau; Tristan Delory; Nathanaël Lapidus; Gilles Hejblum; Christos Chouaïd; Sophie Le Cœur; Myriam Khlat
Journal:  Front Med (Lausanne)       Date:  2022-09-16

8.  Trends in healthcare utilisation during COVID-19: a longitudinal study from the UK.

Authors:  Ana Howarth; Morag Munro; Alf Theodorou; Peter R Mills
Journal:  BMJ Open       Date:  2021-07-30       Impact factor: 2.692

  8 in total

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