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Review Article| Volume 198, 106880, July 2022

A systematic review of blood eosinophils and continued treatment with inhaled corticosteroids in patients with COPD

Open AccessPublished:May 13, 2022DOI:https://doi.org/10.1016/j.rmed.2022.106880

      Highlights

      • In COPD patients exists a correlation between effect of ICS and eosinophil.
      • ICS might not be beneficial for COPD patients with eosinophil count <150 cells/μl.
      • Exacerbation risk increased in patients with high eosinophil count when stopping ICS.

      Abstract

      Inhaled corticosteroid (ICS) in patients with chronic obstructive pulmonary disease (COPD) has been debated for 20 years. In our systematic literature review and meta-analysis, we addressed the following: Should patients with COPD and a blood eosinophil count (EOS) of, respectively, a) < 150 cells/μl, b) 150–300 cells/μl, and c) > 300 cells/μl continue treatment with ICS? Protocol registered in PROSPERO (CRD42020178110) and funded by the Danish Health Authority.
      We searched Medline, Embase, CINAHL and Cochrane Central on 22nd July 2020 for randomized controlled trials (RCT) of ICS treatment in patients with COPD (≥40 years, no current asthma), which analyzed outcomes by EOS count and where >50% of patients used ICS prior. We used the GRADE method. Meta-analyzes for the outcomes were divided into EOS subgroups and analyzed for differences.
      We identified 11 RCTs with a total of 29,654 patients. A significant difference (p < 0.00001) between the three subgroups’ reduction of risk of moderate to severe exacerbation was found. Rate ratios for EOS counts: <150 cells/μL was 0.88 (95%CI: 0.83, 0.94); 150–300 cells/μL was 0.80 (95%CI: 0.69, 0.94); >300 cells/μL was 0.57 (95%CI: 0.49, 0.66). Overall, the certainty of the effect estimates was low to very low due to risk of bias, unexplained heterogeneity, few RCTs, and wide confidence intervals.
      A clear correlation was demonstrated between effect of continued ICS treatment (number of exacerbations, lung function, and quality of life) and increasing EOS count. Our meta-analyses suggested that treatment with ICS seemed beneficial for everyone except patients with EOS count below 150 cells/μl.

      Keywords

      Abbreviations:

      AMSTAR (A MeaSurement Tool to Assess systematic Reviews), CI (Confidence interval), COPD (Chronic obstructive pulmonary disease), EOS (Blood eosinophils), FEV1 (Forced expiratory volume in 1 s), GOLD (The Global Initiative for Chronic Obstructive Lung Disease), GRADE (Grading of Recommendations), Assessment (Development and Evaluations), ICS (Inhaled corticosteroids), LABA (Long-acting beta-agonist), LAMA (Long-acting muscarinic antagonist), MD (Mean difference), PICO (Population, Intervention, Comparison, and Outcome), PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses), PROSPERO (The International Prospective Register of Systematic Review), RCT (Randomized controlled trial), WHO (World Health Organization)

      1. Introduction

      The use of inhaled corticosteroid (ICS) as a routine treatment in patients with chronic obstructive pulmonary disease (COPD) has been debated back and forth for more than 20 years.
      The positive effects of ICS in preventing exacerbations in COPD and in slowing health status decline in patients with COPD was first established in 2000, in the ISOLDE trial [
      • Burge P.S.
      • Calverley P.M.
      • Jones P.W.
      • Spencer S.
      • Anderson J.A.
      • Maslen T.K.
      Randomised, double blind, placebo controlled study of fluticasone propionate in patients with moderate to severe chronic obstructive pulmonary disease: the ISOLDE trial.
      ]. Later, the TORCH trial in 2007 surprisingly failed to show reduction in all-cause mortality; however, it did manage to demonstrate significant benefits in all other outcomes [
      • Calverley P.M.A.
      • Anderson J.A.
      • Celli B.
      • Ferguson G.T.
      • Jenkins C.
      • Jones P.W.
      • Yates J.C.
      • Vestbo J.
      TORCH investigators, Salmeterol and fluticasone propionate and survival in chronic obstructive pulmonary disease.
      ]. In 2016, the FLAME study [
      • Wedzicha J.A.
      • Banerji D.
      • Chapman K.R.
      • Vestbo J.
      • Roche N.
      • Ayers R.T.
      • Thach C.
      • Fogel R.
      • Patalano F.
      • Vogelmeier C.F.
      FLAME investigators, indacaterol-glycopyrronium versus salmeterol-fluticasone for COPD.
      ] showed the superiority in preventing exacerbation in patients with COPD of a long-acting beta-agonist (LABA) plus a long-acting muscarinic antagonist (LAMA), as compared to an ICS-LABA combination. This seriously questioned the role of ICS as a first-line treatment in patients with COPD. Furthermore, the European Medicines Agency (EMA) in 2016 included pneumonia in all ICS product summaries as a common side effect (1–10%) [
      • EMA
      EMA Completes Review of Inhaled Corticosteroids for Chronic Obstructive Pulmonary Disease.
      ]. The role of ICS in treatment in COPD patients is still unclear.
      ICS has anti-inflammatory effects, which are believed to contribute to the mechanism of action in patients with COPD [
      • Brightling C.E.
      • McKenna S.
      • Hargadon B.
      • Birring S.
      • Green R.
      • Siva R.
      • Berry M.
      • Parker D.
      • Monteiro W.
      • Pavord I.D.
      • Bradding P.
      Sputum eosinophilia and the short term response to inhaled mometasone in chronic obstructive pulmonary disease.
      ]. The level of eosinophils in sputum correlate to the degree of inflammation in the lungs [
      • Tashkin D.P.
      • Wechsler M.E.
      Role of eosinophils in airway inflammation of chronic obstructive pulmonary disease.
      ], and blood eosinophils may therefore be a relevant biomarker in the decision-making process on whether ICS treatment should be continued or withdrawn in patients with COPD. The level of eosinophils in sputum may be predictive for the effect of both systemic and inhaled steroid [
      • Brightling C.E.
      • McKenna S.
      • Hargadon B.
      • Birring S.
      • Green R.
      • Siva R.
      • Berry M.
      • Parker D.
      • Monteiro W.
      • Pavord I.D.
      • Bradding P.
      Sputum eosinophilia and the short term response to inhaled mometasone in chronic obstructive pulmonary disease.
      ,
      • Bafadhel M.
      • McKenna S.
      • Terry S.
      • Mistry V.
      • Pancholi M.
      • Venge P.
      • Lomas D.A.
      • Barer M.R.
      • Johnston S.L.
      • Pavord I.D.
      • Brightling C.E.
      Blood eosinophils to direct corticosteroid treatment of exacerbations of chronic obstructive pulmonary disease.
      ,
      • Leigh R.
      • Pizzichini M.M.M.
      • Morris M.M.
      • Maltais F.
      • Hargreave F.E.
      • Pizzichini E.
      Stable COPD: predicting benefit from high-dose inhaled corticosteroid treatment.
      ]. Studies have suggested that patients with COPD with blood eosinophils above 2% respond better to treatment with systemic steroids than patients with blood eosinophils below 2% [
      • Bafadhel M.
      • McKenna S.
      • Terry S.
      • Mistry V.
      • Pancholi M.
      • Venge P.
      • Lomas D.A.
      • Barer M.R.
      • Johnston S.L.
      • Pavord I.D.
      • Brightling C.E.
      Blood eosinophils to direct corticosteroid treatment of exacerbations of chronic obstructive pulmonary disease.
      ,
      • Bafadhel M.
      • Davies L.
      • Calverley P.M.A.
      • Aaron S.D.
      • Brightling C.E.
      • Pavord I.D.
      Blood eosinophil guided prednisolone therapy for exacerbations of COPD: a further analysis.
      ], using the relative measurement of blood eosinophils as a percentage of the total count of leukocytes. However, blood eosinophils are mostly measured in absolute numbers, i.e. cells per microliter, as recommended by the Global Initiative for Chronic Obstructive Lung Disease (GOLD) [
      Global Initiative for Chronic Obstructive Lung Disease GOLD
      Global Strategy for Prevention, Diagnosis and Management of COPD (2019 Report).
      ,
      Global Initiative for Chronic Obstructive Lung Disease GOLD
      Global Strategy for Prevention, Diagnosis and Management of COPD (2021 Report).
      ], and we therefore use cells per microliter (cells/μL).
      Blood eosinophil (EOS) count can be affected by various factors, such as concomitant medications, infections, exacerbations and tobacco consumption [
      • Long G.H.
      • Southworth T.
      • Kolsum U.
      • Donaldson G.C.
      • Wedzicha J.A.
      • Brightling C.E.
      • Singh D.
      The stability of blood Eosinophils in chronic obstructive pulmonary disease.
      ,
      • Oshagbemi O.A.
      • Burden A.M.
      • Braeken D.C.W.
      • Henskens Y.
      • Wouters E.F.M.
      • Driessen J.H.M.
      • Maitland-van der Zee A.H.
      • de Vries F.
      • Franssen F.M.E.
      Stability of blood eosinophils in patients with chronic obstructive pulmonary disease and in control subjects, and the impact of sex, age, smoking, and baseline counts.
      ,
      • Schumann D.M.
      • Tamm M.
      • Kostikas K.
      • Stolz D.
      Stability of the blood eosinophilic phenotype in stable and exacerbated COPD.
      ]. Therefore, it may be relevant to consider when to measure EOS. Furthermore, it appears that, in both healthy individuals and patients with COPD, variation in EOS can occur throughout life [
      • Oshagbemi O.A.
      • Burden A.M.
      • Braeken D.C.W.
      • Henskens Y.
      • Wouters E.F.M.
      • Driessen J.H.M.
      • Maitland-van der Zee A.H.
      • de Vries F.
      • Franssen F.M.E.
      Stability of blood eosinophils in patients with chronic obstructive pulmonary disease and in control subjects, and the impact of sex, age, smoking, and baseline counts.
      ,
      • Sennels H.P.
      • Jørgensen H.L.
      • Hansen A.-L.S.
      • Goetze J.P.
      • Fahrenkrug J.
      Diurnal variation of hematology parameters in healthy young males: the Bispebjerg study of diurnal variations.
      ].
      A recent study indicated that patients with an EOS count of more than 300 cells/μL have positive effect of treatment with ICS, whereas patients with EOS count below 100 cells/μL only have modest effect [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ]. There is no consensus on EOS limit values. A Danish study in a representative population sample found that the mean EOS count was 180 cells/μL in patients with COPD [
      • Vedel-Krogh S.
      • Nielsen S.F.
      • Lange P.
      • Vestbo J.
      • Nordestgaard B.G.
      Blood eosinophils and exacerbations in chronic obstructive pulmonary disease. The copenhagen general population study.
      ].
      In the light of this, the aim of this systematic literature review and meta-analysis is to summarize the evidence regarding benefits and harms of continued treatment with ICS in patients with COPD in relation to EOS count and, based on this, determine the EOS subgroup that would benefit the most from either withdrawal or continued treatment with ICS. This summary of all published evidence is needed, as the previous systematic reviews in this area have had a low number of included studies (e.g. Chalmers J.D. et al. from 2020 [
      • Chalmers J.D.
      • Laska I.F.
      • Franssen F.M.E.
      • Janssens W.
      • Pavord I.
      • Rigau D.
      • McDonnell M.J.
      • Roche N.
      • Sin D.D.
      • Stolz D.
      • Suissa S.
      • Wedzicha J.
      • Miravitlles M.
      Withdrawal of inhaled corticosteroids in COPD: a European Respiratory Society guideline.
      ]) or have stratified by the relative EOS measure or with a limit of 200 cells/μL (e.g. Liu T. et al., 2021 [
      • Liu T.
      • Xiang Z.-J.
      • Hou X.-M.
      • Chai J.-J.
      • Yang Y.-L.
      • Zhang X.-T.
      Blood eosinophil count-guided corticosteroid therapy and as a prognostic biomarker of exacerbations of chronic obstructive pulmonary disease: a systematic review and meta-analysis.
      ].
      The following research question was addressed: Should patients with COPD and an EOS count of, respectively: a) below 150 cells/μL, b) between 150 and 300 cells/μL, and c) above 300 cells/μl continue treatment with ICS?

      2. Study design and methods

      Prior to conducting our systematic review and meta-analysis, a protocol was submitted to The International Prospective Register of Systematic Review (PROSPERO) on 30th June 2020 and registered on 31st July 2020 (CRD42020178110), following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines [
      • Moher D.
      • Shamseer L.
      • Clarke M.
      • Ghersi D.
      • Liberati A.
      • Petticrew M.
      • Shekelle P.
      • Stewart L.A.
      PRISMA-P Group
      Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement.
      ]. The protocol included the review question, a search strategy, inclusion and exclusion criteria, a strategy for risk of bias assessment, and a data synthesis plan, including a suggested approach, should substantial heterogeneity be found.
      We followed the Cochrane Collaboration established methods, using the Cochrane Handbook for Systematic Reviews of Interventions [
      • Higgins J.
      • Thomas J.
      • Chandler J.
      • Cumpston M.
      • Li T.
      • Page M.
      • Welch V.
      Cochrane Handbook for Systematic Reviews of Interventions.
      ]. The transparent framework for developing and presenting summaries of evidence suggested by GRADE (Grading of Recommendations, Assessment, Development and Evaluations) was rigorously followed [
      • Guyatt G.H.
      • Oxman A.D.
      • Schünemann H.J.
      • Tugwell P.
      • Knottnerus A.
      GRADE guidelines: a new series of articles in the Journal of Clinical Epidemiology.
      ]. The systematic review was constructed in accordance to the PRISMA statement [
      • Liberati A.
      • Altman D.G.
      • Tetzlaff J.
      • Mulrow C.
      • Gøtzsche P.C.
      • Ioannidis J.P.A.
      • Clarke M.
      • Devereaux P.J.
      • Kleijnen J.
      • Moher D.
      The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration.
      ] (PRISMA checklist is provided in the Supplementary Material).

      2.1 PICO

      The research question and inclusion/exclusion criteria for the review included the components of PICO (Population, Intervention, Comparison, and Outcome), and the timeframe for follow-up was defined [
      • Guyatt G.H.
      • Oxman A.D.
      • Kunz R.
      • Atkins D.
      • Brozek J.
      • Vist G.
      • Alderson P.
      • Glasziou P.
      • Falck-Ytter Y.
      • Schünemann H.J.
      GRADE guidelines: 2. Framing the question and deciding on important outcomes.
      ].
      Studies were included if the patients were 40 years or older and had COPD and an EOS count of either: a) below 150 cells/μL, b) between 150 and 300 cells/μL or c) more than 300 cells/μL. The review authors chose to also include studies that had EOS limits other than 150, and 300, if the limit used was obviously close to one limit and far from another (pragmatically, we used ± 50 from a limit). Studies including patients with current asthma were excluded. The patients should have undergone treatment with ICS for at least three months either before and/or during the trial. The review authors chose to include studies where more than 50% of included patients were treated with ICS before the start of the study, and where possible ICS free run-in periods were of a maximum of 2 weeks.
      We included randomized controlled trials (RCTs) with placebo investigating the effect of ICS either as continued treatment or new treatment, and placebo-controlled RCTs investigating the withdrawal of ICS either immediately or by tapering down to zero.
      The comparator group received no treatment with ICS. In both the intervention and control groups, other inhaled medication during the study (apart from ICS) was allowed.
      The definitions of outcomes are specified in Table 1.
      Table 1Overview and definition of outcomes, including timeframe and priority.
      OutcomesTimeframeCritical/ImportantClinically relevant difference
      Exacerbations per year (moderate or serious) (all definitions will be included)Longest follow-up (min 3 mths from start)Critical25%
      Number of patients with serious adverse events per yearLongest follow-up (min 3 mths from start)Critical10%
      Dropout rate (any reason)Longest follow-up (min 3 mths from start)Critical10%
      Pneumonia per year (all definitions will be included)Longest follow-up (min 3 mths from start n)Important
      Lung function (FEV1)Longest follow-up (min 3 mths from start)Important
      Number of patients with improvement in lung function (FEV1)Longest follow-up (min 3 mths from start)Important
      DyspnoeaLongest follow-up (min 3 mths from start)Important
      Quality of LifeLongest follow-up (min 3 mths from start)Important
      In the included studies, moderate exacerbation was defined as the need for oral steroids or antibiotics. Serious exacerbation was defined as need for contact with hospital (either as emergency room visit or hospitalization). Serious adverse event was defined as an event which either: was life-threatening; resulted in death, hospitalization, prolonged hospitalization, disability or permanent damage; or required intervention to prevent permanent impairment or damage. Clinically relevant difference was only decided for critical outcomes. FEV1: Forced expiratory volume in 1 s.

      2.2 Search strategy, data collection and quality assessment

      We sought relevant articles reporting completed RCTs by searching electronic databases including Medline via OVID (including the Cochrane Database of Systematic Reviews), Embase via OVID (including the Cochrane Database of Systematic Reviews), CINAHL via EBSCO and Cochrane Central (including ClinicalTrials.gov, and WHO's and the European Union's trial databases). First, we searched for existing systematic reviews from the period 2010–2020, to identify eligible RCTs from the references (included and excluded), and secondly, we searched for primary RCTs, either from the period 2000–2020, or using the latest search date of any eligible existing systematic review of high quality that covered our research questions (based on an AMSTAR (A MeaSurement Tool to Assess systematic Reviews) evaluation) [
      • Shea B.J.
      • Grimshaw J.M.
      • Wells G.A.
      • Boers M.
      • Andersson N.
      • Hamel C.
      • Porter A.C.
      • Tugwell P.
      • Moher D.
      • Bouter L.M.
      Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews.
      ,
      • Wegewitz U.
      • Weikert B.
      • Fishta A.
      • Jacobs A.
      • Pieper D.
      Resuming the discussion of AMSTAR: what can (should) be made better?.
      ]. The searches for systematic reviews were conducted on 1st July 2020 by KB and the searches for primary RCTs were conducted on 22nd July 2020 also by KB. The search strategy, including keywords and justification of publication restrictions, is available in supplementary material S1. Manual searches of reference lists/bibliographies of included secondary RCTs were performed. We consulted content experts in the field from the guideline group (consisting of AL, PK, DAD, CJ, KB, MNH) and reference group (consisting of OH, NSG, HRC, CV) to ascertain whether any relevant RCTs were missing. Conference abstracts were considered if data were not published elsewhere [
      • Scherer R.W.
      • Saldanha I.J.
      How should systematic reviewers handle conference abstracts? A view from the trenches.
      ]. Study authors were not contacted to identify additional RCTs or unpublished data.
      References identified in the defined search strategy on both systematic reviews and individual primary RCTs were imported to the bibliography manager RefWorks. After de-duplication, the remaining references were imported into Covidence software for literature screening and data management [

      Veritas Health Innovation, Covidence systematic review software, Melbourne, Australia, n.d www.covidence.org.

      ]. Titles and abstracts of potentially eligible RCTs were screened independently by two out of a group of review authors (DAD, PK, TM), who were blinded to each other's decisions. Subsequently, the full text of potential RCTs was screened independently by two out of a group of review authors (DAD, PK, TM) for eligibility. Discrepancies were resolved through discussion and when necessary with the entire guideline group. Neither of the review authors were blinded to the journal titles, study authors/institutions or year of publication. Assessment of the RCTs included study settings, population demographics and baseline characteristics, details on intervention and control conditions, study design, outcome and time of measurement. Two out of the group of review authors (AU, JFR, IC, EMG and MNH) independently extracted data. Discrepancies were identified and resolved through discussion in the review team and when necessary with a third reviewer (DAD). Covidence [

      Veritas Health Innovation, Covidence systematic review software, Melbourne, Australia, n.d www.covidence.org.

      ] was used for study selection and data extraction.
      Using AMSTAR [
      • Shea B.J.
      • Grimshaw J.M.
      • Wells G.A.
      • Boers M.
      • Andersson N.
      • Hamel C.
      • Porter A.C.
      • Tugwell P.
      • Moher D.
      • Bouter L.M.
      Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews.
      ], the methodological quality of systematic reviews was assessed independently by two review authors (DAD, MNH), who were blinded to each other's decisions. The tool includes the following 11 questions: 1. Was an ‘a priori’ design provided? 2. Was there duplicate study selection and data extraction? 3. Was a comprehensive literature search performed? 4. Was the status of publication used as an inclusion criterion? 5. Was a list of studies (included and excluded) provided? 6. Were the characteristics of the included studies provided? 7. Was the scientific quality of the included studies assessed and documented? 8. Was the scientific quality of the included studies used appropriately in formulating conclusions? 9. Were the methods used to combine the findings of studies appropriate? 10. Was the likelihood of publication bias assessed? 11. Were potential conflicts of interest included? Discrepancies were identified and discussed between the two review authors. The risk of bias in the primary studies was independently assessed, using the Cochrane Risk of Bias Tool [
      • Higgins J.P.T.
      • Altman D.G.
      • Gøtzsche P.C.
      • Jüni P.
      • Moher D.
      • Oxman A.D.
      • Savović J.
      • Schulz K.F.
      • Weeks L.
      • Sterne J.A.C.
      The Cochrane Collaboration's tool for assessing risk of bias in randomised trials.
      ], by two out of a group of review authors (AU, JFR, IC, EMG, DAD, and MNH). The tool includes the following domains: Randomization sequence generation; Treatment allocation concealment; Blinding of patients and personnel; Blinding of outcome assessors; Completeness of outcome data; Selective outcome reporting; Other sources of bias. Discrepancies were identified and discussed between the two review authors and, where necessary, discussed with the entire guideline group.
      The certainty of the effect estimates of each outcome was evaluated using the GRADE method [
      • Guyatt G.
      • Oxman A.D.
      • Akl E.A.
      • Kunz R.
      • Vist G.
      • Brozek J.
      • Norris S.
      • Falck-Ytter Y.
      • Glasziou P.
      • DeBeer H.
      • Jaeschke R.
      • Rind D.
      • Meerpohl J.
      • Dahm P.
      • Schünemann H.J.
      GRADE guidelines: 1. Introduction-GRADE evidence profiles and summary of findings tables.
      ], with four possible rating levels: high, moderate, low, and very low. In randomized trials, the certainty of the evidence starts at high. If there are issues regarding risk of bias, inconsistency, indirectness, imprecision, and/or risk of publication bias, the certainty can be downgraded one or two levels within each domain. The overall certainty of the evidence was determined by the lowest certainty of the critical outcomes.

      2.3 Strategy for data synthesis

      Data were combined in a standard meta-analysis to generate a pooled measure of effect estimates, using either: a) rate ratio and 95% confidence interval (CI), b) risk ratio 95% CI in dichotomized outcomes, or c) mean difference (MD) 95% CI in continuous outcomes.
      To prepare data for synthesis, some data conversions were needed. If data was reported in mL [
      • Ferguson G.T.
      • Rabe K.F.
      • Martinez F.J.
      • Fabbri L.M.
      • Wang C.
      • Ichinose M.
      • Bourne E.
      • Ballal S.
      • Darken P.
      • DeAngelis K.
      • Aurivillius M.
      • Dorinsky P.
      • Reisner C.
      Triple therapy with budesonide/glycopyrrolate/formoterol fumarate with co-suspension delivery technology versus dual therapies in chronic obstructive pulmonary disease (KRONOS): a double-blind, parallel-group, multicentre, phase 3 randomised controlled trial.
      ,
      • Hanania N.A.
      • Papi A.
      • Anzueto A.
      • Martinez F.J.
      • Rossman K.A.
      • Cappelletti C.S.
      • Duncan E.A.
      • Nyberg J.S.
      • Dorinsky P.M.
      Efficacy and safety of two doses of budesonide/formoterol fumarate metered dose inhaler in COPD.
      ] we converted it into L. In Bafadhel et al. [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ], we calculated a mean based on the data provided in their supplemental material, i.e. EOS estimates ranging from 5 to 140, 150 to 300 and 310 to 2510. When the studies included more than one intervention group, the intervention groups were combined.
      Random effect models with inverse variance weights were used to account for expected heterogeneity of the effect. Statistical heterogeneity was quantified using I2 statistic [
      • Higgins J.P.T.
      • Thompson S.G.
      Quantifying heterogeneity in a meta-analysis.
      ], with an I2 value greater of 50% considered to be substantial heterogeneity. Sensitivity analyses were performed to investigate causes of heterogeneity and the robustness of including non-peer reviewed conference abstracts. Where applicable, data were divided into subgroups according to the predefined groups of EOS count: a) below 150 cells/μL, b) between 150 and 300 cells/μL or c) above 300 cells/μL. Test for subgroups were tested using Chi-square, and p-value below 0.05 was considered statistically significant. When more than 10 RCTs were included, funnel plot was produced to assess the risk of publication bias across the RCTs.
      A sensitivity analysis was conducted to investigate if the effect estimates of the critical outcomes differed between RCTs that included only patients with prior ICS treatment, and RCTs where more than 50% but less than 100% of patients used ICS prior to inclusion.
      Review Manager Software (version 5.3) (Nordic Cochrane Centre, Cochrane Collaboration, Copenhagen, Denmark) was used to produce the analyses, together with forest and funnel plots.

      3. Results

      3.1 Literature search

      One systematic review [
      • Harries T.H.
      • Rowland V.
      • Corrigan C.J.
      • Marshall I.J.
      • McDonnell L.
      • Prasad V.
      • Schofield P.
      • Armstrong D.
      • White P.
      Blood eosinophil count, a marker of inhaled corticosteroid effectiveness in preventing COPD exacerbations in post-hoc RCT and observational studies: systematic review and meta-analysis.
      ] was identified that had slightly different inclusion criteria than our research question. From this systematic review, nine RCTs (eight publications) [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ,
      • Ferguson G.T.
      • Rabe K.F.
      • Martinez F.J.
      • Fabbri L.M.
      • Wang C.
      • Ichinose M.
      • Bourne E.
      • Ballal S.
      • Darken P.
      • DeAngelis K.
      • Aurivillius M.
      • Dorinsky P.
      • Reisner C.
      Triple therapy with budesonide/glycopyrrolate/formoterol fumarate with co-suspension delivery technology versus dual therapies in chronic obstructive pulmonary disease (KRONOS): a double-blind, parallel-group, multicentre, phase 3 randomised controlled trial.
      ,
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ,
      • Papi A.
      • Vestbo J.
      • Fabbri L.
      • Corradi M.
      • Prunier H.
      • Cohuet G.
      • Guasconi A.
      • Montagna I.
      • Vezzoli S.
      • Petruzzelli S.
      • Scuri M.
      • Roche N.
      • Singh D.
      Extrafine inhaled triple therapy versus dual bronchodilator therapy in chronic obstructive pulmonary disease (TRIBUTE): a double-blind, parallel group, randomised controlled trial.
      ,
      • Pascoe S.
      • Locantore N.
      • Dransfield M.T.
      • Barnes N.C.
      • Pavord I.D.
      Blood eosinophil counts, exacerbations, and response to the addition of inhaled fluticasone furoate to vilanterol in patients with chronic obstructive pulmonary disease: a secondary analysis of data from two parallel randomised controlled trials.
      ,
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ,
      • Watz H.
      • Tetzlaff K.
      • Wouters E.F.M.
      • Kirsten A.
      • Magnussen H.
      • Rodriguez-Roisin R.
      • Vogelmeier C.
      • Fabbri L.M.
      • Chanez P.
      • Dahl R.
      • Disse B.
      • Finnigan H.
      • Calverley P.M.A.
      Blood eosinophil count and exacerbations in severe chronic obstructive pulmonary disease after withdrawal of inhaled corticosteroids: a post-hoc analysis of the WISDOM trial.
      ,
      • Pascoe S.
      • Barnes N.
      • Brusselle G.
      • Compton C.
      • Criner G.J.
      • Dransfield M.T.
      • Halpin D.M.G.
      • Han M.K.
      • Hartley B.
      • Lange P.
      • Lettis S.
      • Lipson D.A.
      • Lomas D.A.
      • Martinez F.J.
      • Papi A.
      • Roche N.
      • van der Valk R.J.P.
      • Wise R.
      • Singh D.
      Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.
      ] could be included. Some of these nine RTCs we included were from the list of excluded in the systematic review [
      • Harries T.H.
      • Rowland V.
      • Corrigan C.J.
      • Marshall I.J.
      • McDonnell L.
      • Prasad V.
      • Schofield P.
      • Armstrong D.
      • White P.
      Blood eosinophil count, a marker of inhaled corticosteroid effectiveness in preventing COPD exacerbations in post-hoc RCT and observational studies: systematic review and meta-analysis.
      ]. A literature search for primary RCTs was conducted from 2000 to 22nd June 2020, and an additional two RCTs were identified; one published RCT [
      • Hanania N.A.
      • Papi A.
      • Anzueto A.
      • Martinez F.J.
      • Rossman K.A.
      • Cappelletti C.S.
      • Duncan E.A.
      • Nyberg J.S.
      • Dorinsky P.M.
      Efficacy and safety of two doses of budesonide/formoterol fumarate metered dose inhaler in COPD.
      ] and one RCT reported only in an abstract [
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ] (relevant data not published elsewhere). Thus, the body of evidence comprised 11 RCTs [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ,
      • Ferguson G.T.
      • Rabe K.F.
      • Martinez F.J.
      • Fabbri L.M.
      • Wang C.
      • Ichinose M.
      • Bourne E.
      • Ballal S.
      • Darken P.
      • DeAngelis K.
      • Aurivillius M.
      • Dorinsky P.
      • Reisner C.
      Triple therapy with budesonide/glycopyrrolate/formoterol fumarate with co-suspension delivery technology versus dual therapies in chronic obstructive pulmonary disease (KRONOS): a double-blind, parallel-group, multicentre, phase 3 randomised controlled trial.
      ,
      • Hanania N.A.
      • Papi A.
      • Anzueto A.
      • Martinez F.J.
      • Rossman K.A.
      • Cappelletti C.S.
      • Duncan E.A.
      • Nyberg J.S.
      • Dorinsky P.M.
      Efficacy and safety of two doses of budesonide/formoterol fumarate metered dose inhaler in COPD.
      ,
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ,
      • Papi A.
      • Vestbo J.
      • Fabbri L.
      • Corradi M.
      • Prunier H.
      • Cohuet G.
      • Guasconi A.
      • Montagna I.
      • Vezzoli S.
      • Petruzzelli S.
      • Scuri M.
      • Roche N.
      • Singh D.
      Extrafine inhaled triple therapy versus dual bronchodilator therapy in chronic obstructive pulmonary disease (TRIBUTE): a double-blind, parallel group, randomised controlled trial.
      ,
      • Pascoe S.
      • Locantore N.
      • Dransfield M.T.
      • Barnes N.C.
      • Pavord I.D.
      Blood eosinophil counts, exacerbations, and response to the addition of inhaled fluticasone furoate to vilanterol in patients with chronic obstructive pulmonary disease: a secondary analysis of data from two parallel randomised controlled trials.
      ,
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ,
      • Watz H.
      • Tetzlaff K.
      • Wouters E.F.M.
      • Kirsten A.
      • Magnussen H.
      • Rodriguez-Roisin R.
      • Vogelmeier C.
      • Fabbri L.M.
      • Chanez P.
      • Dahl R.
      • Disse B.
      • Finnigan H.
      • Calverley P.M.A.
      Blood eosinophil count and exacerbations in severe chronic obstructive pulmonary disease after withdrawal of inhaled corticosteroids: a post-hoc analysis of the WISDOM trial.
      ,
      • Pascoe S.
      • Barnes N.
      • Brusselle G.
      • Compton C.
      • Criner G.J.
      • Dransfield M.T.
      • Halpin D.M.G.
      • Han M.K.
      • Hartley B.
      • Lange P.
      • Lettis S.
      • Lipson D.A.
      • Lomas D.A.
      • Martinez F.J.
      • Papi A.
      • Roche N.
      • van der Valk R.J.P.
      • Wise R.
      • Singh D.
      Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.
      ,
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ,
      • Rabe K.F.
      • Martinez F.J.
      • Ferguson G.T.
      • Wang C.
      • Singh D.
      • Wedzicha J.A.
      • Trivedi R.
      • St Rose E.
      • Ballal S.
      • McLaren J.
      • Darken P.
      • Aurivillius M.
      • Reisner C.
      • Dorinsky P.
      ETHOS investigators, triple inhaled therapy at two glucocorticoid doses in moderate-to-very-severe COPD.
      ], which all addressed patient populations with EOS count below 150 cells/μl, and of which six RCTs [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ,
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ,
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ,
      • Watz H.
      • Tetzlaff K.
      • Wouters E.F.M.
      • Kirsten A.
      • Magnussen H.
      • Rodriguez-Roisin R.
      • Vogelmeier C.
      • Fabbri L.M.
      • Chanez P.
      • Dahl R.
      • Disse B.
      • Finnigan H.
      • Calverley P.M.A.
      Blood eosinophil count and exacerbations in severe chronic obstructive pulmonary disease after withdrawal of inhaled corticosteroids: a post-hoc analysis of the WISDOM trial.
      ,
      • Pascoe S.
      • Barnes N.
      • Brusselle G.
      • Compton C.
      • Criner G.J.
      • Dransfield M.T.
      • Halpin D.M.G.
      • Han M.K.
      • Hartley B.
      • Lange P.
      • Lettis S.
      • Lipson D.A.
      • Lomas D.A.
      • Martinez F.J.
      • Papi A.
      • Roche N.
      • van der Valk R.J.P.
      • Wise R.
      • Singh D.
      Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.
      ,
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ], also addressed patient populations with EOS count above 150 cells/μl. The 11 RCTs included a total of 29,654 patients. Flow charts can be found in supplementary material S2.

      3.2 Review of the evidence

      The interventions consisted of ICS in combination with LABA or both LABA and LAMA, and comparison groups were either LABA alone or in combination with LAMA (Table 2).
      Table 2Included RCTs.
      StudyPatients with ICS before run-inRun-inIntervention (ICS)Comparator (non-ICS)Funded by
      Bafadhel 2018 [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ]
      63%2 weeksICS + LABA x 2 dailyLABA x 2 dailyAstraZeneca
      ICS to be continuedBudesonide 160 μg + formoterol 4.5 μg Or budesonide 80 μg + formoterol 4.5 μgFormoterol 4.5 μg
      ETHOS [
      • Rabe K.F.
      • Martinez F.J.
      • Ferguson G.T.
      • Wang C.
      • Singh D.
      • Wedzicha J.A.
      • Trivedi R.
      • St Rose E.
      • Ballal S.
      • McLaren J.
      • Darken P.
      • Aurivillius M.
      • Reisner C.
      • Dorinsky P.
      ETHOS investigators, triple inhaled therapy at two glucocorticoid doses in moderate-to-very-severe COPD.
      ]
      80%1–3 weeksICS + LABA + LAMA x 2 x 2 dailyLABA + LAMA x 2 x 2 dailyAstraZeneca
      ICS to be continuedBudesonide 160 μg + formoterol 4.8 μg + glycopyrrolate 9 μg Or budesonide 80 μg + formoterol 4.8 μg + glycopyrrolate 9 μgFormoterol 4.8 μg + glycopyrrolate 9 μg
      FORWARD [
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ]
      Data not provided2 weeks only LABAICS + LABA x 2 x 2dailyLABA x 2 dailyChiesi Farmaceutici
      Beclometasone 100 μg + formoterol 6 μgFormoterol 12 μg
      IMPACT [
      • Pascoe S.
      • Barnes N.
      • Brusselle G.
      • Compton C.
      • Criner G.J.
      • Dransfield M.T.
      • Halpin D.M.G.
      • Han M.K.
      • Hartley B.
      • Lange P.
      • Lettis S.
      • Lipson D.A.
      • Lomas D.A.
      • Martinez F.J.
      • Papi A.
      • Roche N.
      • van der Valk R.J.P.
      • Wise R.
      • Singh D.
      Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.
      ]
      71%2 weeks Medication to be continuedICS + LAMA + LABA x 1 dailyLAMA + LABA x 1 dailyGlaxoSmithKline
      Fluticasone 100 μg + umeclidinium 65.5 μg + Vilanterol 25 μgUmeclidinium 62.5 μg + vilanterol 25 μg
      INSTEAD [
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ]
      100%ICS + LABA x 2 daily Fluticasone 500 μg + salmeterol 50 μgLABA x 1 daily Vilanterol 150 μgNovartis Pharma AG
      KRONOS [
      • Ferguson G.T.
      • Rabe K.F.
      • Martinez F.J.
      • Fabbri L.M.
      • Wang C.
      • Ichinose M.
      • Bourne E.
      • Ballal S.
      • Darken P.
      • DeAngelis K.
      • Aurivillius M.
      • Dorinsky P.
      • Reisner C.
      Triple therapy with budesonide/glycopyrrolate/formoterol fumarate with co-suspension delivery technology versus dual therapies in chronic obstructive pulmonary disease (KRONOS): a double-blind, parallel-group, multicentre, phase 3 randomised controlled trial.
      ]
      72%ICS + LAMA + LAMA x 2 dailyLABA + LAMA x 2 dailyPearl - a member of the
      Budesonide 320 μg + glycopyrrolate 18 μg + formoterol 9.6 μgGlycopyrrolate 18 μg + formoterol 9.4 μgAstraZeneca Group
      Pascoe 2015 [
      • Pascoe S.
      • Locantore N.
      • Dransfield M.T.
      • Barnes N.C.
      • Pavord I.D.
      Blood eosinophil counts, exacerbations, and response to the addition of inhaled fluticasone furoate to vilanterol in patients with chronic obstructive pulmonary disease: a secondary analysis of data from two parallel randomised controlled trials.
      ]
      71%4 weeks ICS + LABAICS + LABA x 1 dailyLABA x 1 daily Vilanterol 25 μgGlaxoSmithKline
      Fluticason 50 μg + vilanterol 25 μg or Fluticason 100 μg + vilanterol 25 μg Or Fluticason 200 μg + vilanterol 25 μg
      SOPHOS [
      • Hanania N.A.
      • Papi A.
      • Anzueto A.
      • Martinez F.J.
      • Rossman K.A.
      • Cappelletti C.S.
      • Duncan E.A.
      • Nyberg J.S.
      • Dorinsky P.M.
      Efficacy and safety of two doses of budesonide/formoterol fumarate metered dose inhaler in COPD.
      ]
      76%ICS + LABA x 2 dailyLABA x 2 dailyAstraZeneca
      Budesonide 320 μg + formoterol 10 μg Or Budesonide 160 μg + formoterol 10 μgFormoterol 10 μg
      SUNSET [
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ]
      100%4 weeks ICS + LABA + LAMAICS + LABA x 2 daily + LAMA x 1 dailyLABA + LAMA x 1 dailyNovartis Pharma AG
      Fluticason propionate 500 μg + samleratol 50 μg + tiotropium 18 μgIndacaterol 110 μg + glycopyrronium 50 μg
      TRIBUTE [
      • Papi A.
      • Vestbo J.
      • Fabbri L.
      • Corradi M.
      • Prunier H.
      • Cohuet G.
      • Guasconi A.
      • Montagna I.
      • Vezzoli S.
      • Petruzzelli S.
      • Scuri M.
      • Roche N.
      • Singh D.
      Extrafine inhaled triple therapy versus dual bronchodilator therapy in chronic obstructive pulmonary disease (TRIBUTE): a double-blind, parallel group, randomised controlled trial.
      ]
      65%2 weeks LABA + LAMAICS + LABA + LAMA x 2 x 2 dailyLABA + LAMA x 1 dailyChiesi Farmaceutici
      Budesonide 87 μg + formoterol 5 μg + glycopyrronium 9 μgIndacaterol 85 μg + glycopyrronium 43 μg
      WISDOM [
      • Watz H.
      • Tetzlaff K.
      • Wouters E.F.M.
      • Kirsten A.
      • Magnussen H.
      • Rodriguez-Roisin R.
      • Vogelmeier C.
      • Fabbri L.M.
      • Chanez P.
      • Dahl R.
      • Disse B.
      • Finnigan H.
      • Calverley P.M.A.
      Blood eosinophil count and exacerbations in severe chronic obstructive pulmonary disease after withdrawal of inhaled corticosteroids: a post-hoc analysis of the WISDOM trial.
      ]
      70%6 weeks ICS + LABA + LAMAICS + LABA x 2 daily + LAMA x 1 dailyLABA x 2 daily + LAMA x 1 daily + (stepwise reduction of ICS)Boehringer Ingelheim Pharma
      Fluticason propionate 500 μg + salmeterol 50 μg + tiotropium 18 μgSalmeterol 50 μg + tiotropium 18 μg
      ICS: Inhaled corticosteroids. LABA: Long-acting beta-agonist. LAMA: Long-acting muscarinic antagonist. -: no run-in period.
      The duration of the interventions varied between 24 and 52 weeks. Among the RCTs, the patients were primarily male (60–80%), with an average age of 63–65.3 years, average body mass index (BMI) between 25.11 and 27.98 kg/m2, between 40 and 70% were current smokers and the patients’ COPD severity, assessed by pulmonary impairment measured by FEV1 (GOLD classification), were: 0% mild, 32% moderate, 52% severe and 16% very severe. Two RCTs [
      • Pascoe S.
      • Locantore N.
      • Dransfield M.T.
      • Barnes N.C.
      • Pavord I.D.
      Blood eosinophil counts, exacerbations, and response to the addition of inhaled fluticasone furoate to vilanterol in patients with chronic obstructive pulmonary disease: a secondary analysis of data from two parallel randomised controlled trials.
      ,
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ] had not reported the severity of the lung impairment. To be included in the RCTs, all patients had to be stable (no exacerbation or pneumonia) for four weeks before inclusion.
      The risk of bias can be seen in the forest plot of each outcome (Fig. 1, Fig. 2, Fig. 3, Fig. 4 and supplementary material S4–S7).
      Fig. 1
      Fig. 1Meta-analysis as a forest plot for the outcome risk of moderate to severe exacerbations. Sub-grouped by blood eosinophil (EOS) count and tested for subgroup differences.
      Fig. 2
      Fig. 2Meta-analysis as forest plot for the outcome number of patients with serious adverse events.
      Fig. 3
      Fig. 3Meta-analysis as forest plot for the outcomes dropout rate.
      Fig. 4
      Fig. 4Meta-analysis as a forest plot of the outcome lung function. Mean difference is shown in liters. Sub-grouped by blood eosinophil (EOS) count and tested for subgroup differences.
      Two RCTs complied with the requirement of three months of ICS treatment for all patients before randomization (INSTEAD [
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ] and SUNSET [
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ]). In sensitivity analyses, we investigated whether the effect estimate in INSTEAD [
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ] and SUNSET [
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ] differed from the other RCTs, and found no difference in tests for the subgroups (INSTEAD + SUNSET versus other RCTs: exacerbations p = 0.41; lung function p = 0.66; serious adverse events p = 0.30; dropout p = 0.98), as seen in supplementary material S4.
      Of the 11 RCTs we used for our first question, three had a different EOS limit than below 150 cells/μL. FORWARD (<181.6) [
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ], TRIBUTE (<200) [
      • Papi A.
      • Vestbo J.
      • Fabbri L.
      • Corradi M.
      • Prunier H.
      • Cohuet G.
      • Guasconi A.
      • Montagna I.
      • Vezzoli S.
      • Petruzzelli S.
      • Scuri M.
      • Roche N.
      • Singh D.
      Extrafine inhaled triple therapy versus dual bronchodilator therapy in chronic obstructive pulmonary disease (TRIBUTE): a double-blind, parallel group, randomised controlled trial.
      ] and IMPACT (<90 and 90–140) [
      • Pascoe S.
      • Barnes N.
      • Brusselle G.
      • Compton C.
      • Criner G.J.
      • Dransfield M.T.
      • Halpin D.M.G.
      • Han M.K.
      • Hartley B.
      • Lange P.
      • Lettis S.
      • Lipson D.A.
      • Lomas D.A.
      • Martinez F.J.
      • Papi A.
      • Roche N.
      • van der Valk R.J.P.
      • Wise R.
      • Singh D.
      Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.
      ]. Of the six RCTs we used in the remaining questions, two had a different EOS delimitation than 150 and 300: FORWARD (181.6–279.8) [
      • Siddiqui S.H.
      • Guasconi A.
      • Vestbo J.
      • Jones P.
      • Agusti A.
      • Paggiaro P.
      • Wedzicha J.A.
      • Singh D.
      Blood eosinophils: a biomarker of response to extrafine beclomethasone/formoterol in chronic obstructive pulmonary disease.
      ] and IMPACT (140–200 and 200–310) [
      • Pascoe S.
      • Barnes N.
      • Brusselle G.
      • Compton C.
      • Criner G.J.
      • Dransfield M.T.
      • Halpin D.M.G.
      • Han M.K.
      • Hartley B.
      • Lange P.
      • Lettis S.
      • Lipson D.A.
      • Lomas D.A.
      • Martinez F.J.
      • Papi A.
      • Roche N.
      • van der Valk R.J.P.
      • Wise R.
      • Singh D.
      Blood eosinophils and treatment response with triple and dual combination therapy in chronic obstructive pulmonary disease: analysis of the IMPACT trial.
      ]. The RCTs measured EOS at baseline, where patients had been stable for at least four weeks.

      3.3 Results for critical outcomes

      Continued treatment with ICS was likely to reduce the risk of moderate to severe exacerbations, regardless of EOS, as seen in Fig. 1. However, it was uncertain whether the effect estimate was clinically relevant (minimum clinically relevant difference: 25%). For patients with EOS counts below 150 cells/μL, the reduction was 12% (rate ratio: 0.88; 95% CI: 0.83–0.94). For patients with EOS counts between 150 and 300 cells/μL, the reduction was 20% (rate ratio: 0.80; 95% CI: 0.69–0.94). For patients with EOS counts above 300 cells/μL, there was a clinically relevant reduction of 43% (rate ratio: 0.57; 95% CI: 0.49–0.66). Testing of differences in subgroups between EOS counts below 150 cells/μL, between 150 and 300 cells/μL and above 300 cells/μL, respectively, showed that there was a significant difference in the reduction of the risk of moderate to severe exacerbation in the three groups (p < 0.00001). When we performed sensitivity analyses on exacerbation rate with (0.80 [0.74, 0.87]) and without (0.80 [0.73, 0.87]) the results from the conference abstract from the INSTEAD trial, the results were robust. There was moderate confidence in the effect estimate, as the certainty was downgraded due to severe risk of bias due to insufficient allocation concealment, risk of selective outcome reporting (almost all RCTs had subgroup analyzed on EOS counts as a post-hoc analysis), and consistent involvement from the pharmaceutical industry in the experimental design and reporting of results. For EOS counts between 150 and 300 cells/μL there was no downgrading for inconsistency, although I2 was 63%. This was because all RCTs favoured the treatment group to a greater or lesser degree, and the inconsistent results were thus between RCTs that showed moderate to large or very large effects. The observed heterogeneity was therefore not expected to have a significant impact on the assessment parameters.
      Continued treatment with ICS was unlikely to affect the number of patients experiencing serious adverse events (risk ratio: 0.96; 95% CI: 0.9–1.03, see Fig. 2). Serious adverse events had not been reported in EOS subgroups, but we assumed that EOS counts had no influence. Confidence in the effect estimate was downgraded to moderate due to severe risk of bias, which is due to insufficient allocation concealment, as well as consistent interference from the pharmaceutical industry in experimental design and reporting of results.
      Continued treatment with ICS may reduce dropout rate in the RCTs (risk ratio: 0.78; 95% CI: 0.73–0.84). Dropout rate was not calculated in EOS subgroups, and therefore there may be serious risk of indirectness between the population which were calculated in this outcome and the population defined in the review question. Confidence in the effect estimate was low due to serious risk of bias, which is due to insufficient allocation concealment, and consistent involvement from the pharmaceutical industry in the experimental design and reporting of results.

      3.4 Results for important outcomes

      Continued treatment with ICS was likely to increase the risk of pneumonia calculated independently of EOS subgroups (risk ratio: 1.39; 95% CI: 1.19–1.63, see supplementary material S5). Confidence in the effect estimate is moderate due to the serious risk of bias. The risk of bias was due to insufficient allocation concealment, as well as consistent interference from the pharmaceutical industry in experimental design and reporting of results.
      Continued treatment with ICS for patients with EOS counts below 150 cells/μL was unlikely to affect lung function (FEV1 mean difference: 0.02 L; 95% CI: 0.00–0.05 L, see Fig. 4). For patients with EOS counts between 150 and 300 cells/μL and over 300 cells/μL continued treatment with ICS improved lung function with 0.05 L (FEV1 mean difference; 95% CI: 0.03–0.07 L) and 0.06 L (FEV1 mean difference; 95% CI: 0.04–0.09 L), respectively. Test of differences in subgroups between the different concentrations of EOS showed that there was a difference in how continued treatment with ICS affected lung function across the subgroups (p = 0.04), with a greater improvement of continued treatment with ICS in patients with EOS counts above 150 cells/μL, compared to patients with EOS counts below 150 cells/μL. Confidence in the effect estimate is moderate due to the serious risk of bias, due to insufficient allocation concealment, as well as consistent interference from the pharmaceutical industry in experimental design and reporting of results.
      We found no RCTs reporting the number of patients with a clinically meaningful improvement in lung function.
      Continued treatment with ICS was unlikely to reduce dyspnea (transitional dyspnea index (TDI) mean difference 0.08; 95% CI: −0.21 – 0.36, see Fig. 5). There was no difference between EOS subgroups (p = 0.59, see Fig. 5).
      Fig. 5
      Fig. 5Meta-analysis as a forest plot of the outcome dyspnea (transitional dyspnea index (TDI)). Sub-grouped by blood eosinophil (EOS) count and tested for subgroup differences.
      Continued treatment with ICS was overall likely to increase quality of life (st. george's respiratory questionnaire (SGRQ) mean difference −1.99; 95% CI: −3.04 to −0.95, see Fig. 6), though not clinically relevant (minimal clinically relevant difference: 4 [
      • Welling J.B.A.
      • Hartman J.E.
      • Ten Hacken N.H.T.
      • Klooster K.
      • Slebos D.-J.
      The minimal important difference for the St George's Respiratory Questionnaire in patients with severe COPD.
      ]) and not significantly for all EOS subgroups (SGRQ mean difference for patients with EOS counts below 150 cells/μL −1.20; 95% CI: −2.87 – 0.46, see Fig. 6).
      Fig. 6
      Fig. 6Meta-analysis as a forest plot of the outcome quality of life (St. George's Respiratory Questionnaire (SGRQ)). Sub-grouped by blood eosinophil (EOS) count and tested for subgroup differences.

      4. Discussion

      Based on the findings from the included RCTs, we found that the overall effect of continued use of ICS in patients with COPD varied according to the EOS count, with increased effect of ICS with increasing EOS count. Our findings are in accordance with previous literature [
      • Chalmers J.D.
      • Laska I.F.
      • Franssen F.M.E.
      • Janssens W.
      • Pavord I.
      • Rigau D.
      • McDonnell M.J.
      • Roche N.
      • Sin D.D.
      • Stolz D.
      • Suissa S.
      • Wedzicha J.
      • Miravitlles M.
      Withdrawal of inhaled corticosteroids in COPD: a European Respiratory Society guideline.
      ,
      • Harries T.H.
      • Rowland V.
      • Corrigan C.J.
      • Marshall I.J.
      • McDonnell L.
      • Prasad V.
      • Schofield P.
      • Armstrong D.
      • White P.
      Blood eosinophil count, a marker of inhaled corticosteroid effectiveness in preventing COPD exacerbations in post-hoc RCT and observational studies: systematic review and meta-analysis.
      ], but are supported by more data and outcomes. The relationship between EOS counts and the effect of ICS was prominent for the critical outcome risk of exacerbations, where the certainty in the effect estimate was moderate. However, the clinical relevance of the effect may be limited – at least in patients with a low EOS count. In addition, when offering continued treatment with ICS to patients with COPD, an increased risk of pneumonia is observed, regardless of EOS count. However, it is important to note that the absolute number of patients with pneumonia in the included RCTs was low (32 patients without ICS and 44 patients with ICS, out of 1000 patients). The certainty of the effect estimates for lung function, dyspnea and quality of life were low to very low, and therefore, decisions regarding whether patients with COPD should continue with ICS based on EOS count remain inconclusive for these outcomes. We were unable to locate any RCTs reporting serious adverse events or dropout rate according to EOS count. Yet, based on unstratified populations, it seems that continuing treatment with ICS did not increase risk of serious adverse events, and fewer patients dropped out during the course of the trials if they continued treatment with ICS. The certainty in the effect estimate was moderate for serious adverse events, and low for dropout rate.
      We rigorously followed GRADE by assessing risk of bias, inconsistency in the results, indirectness, imprecision, and/or risk of publication bias, by highlighting apprehensions on the certainty of the body of evidence. Specifically, the risk of bias assessment showed that, across the RCTs, there was inadequate description of allocation concealment, selective reporting outcomes as EOS subgroup analysis was done post-hoc and there was other bias in the form of funding and co-authoring by the pharmaceutical industry. Moreover, there were concerns on unexplained heterogeneity, few RCTs and wide CI, but no signals of publication bias. Thus, it can be recommended to conduct withdrawal RCTs with protocolled subgroup analysis of EOS counts, which is preferably not funded by the pharmaceutical industry.
      We included RCTs in which not all patients used ICS prior to inclusion. We investigated whether the effect estimate in the RCTs where all patients used ICS prior to inclusion (INSTEAD [
      • Goyal P.
      • Rossi A.
      • Bader G.
      • Pablo A.
      Comparison of effect of indacaterol with salmeterol/fluticasone fixed dose combination on COPD exacerbations based on baseline blood eosinophil counts: post-hoc analysis from the instead study.
      ] and SUNSET [
      • Chapman K.R.
      • Hurst J.R.
      • Frent S.-M.
      • Larbig M.
      • Fogel R.
      • Guerin T.
      • Banerji D.
      • Patalano F.
      • Goyal P.
      • Pfister P.
      • Kostikas K.
      • Wedzicha J.A.
      Long-Term triple therapy de-escalation to indacaterol/glycopyrronium in patients with chronic obstructive pulmonary disease (SUNSET): a randomized, double-blind, triple-dummy clinical trial.
      ]) differed from the other RCTs, and found no difference in tests for the subgroups.
      Withdrawal of ICS in patients with EOS counts of below 150 cells/μL is at present not recommended by either the European Respiratory Society [
      • Chalmers J.D.
      • Laska I.F.
      • Franssen F.M.E.
      • Janssens W.
      • Pavord I.
      • Rigau D.
      • McDonnell M.J.
      • Roche N.
      • Sin D.D.
      • Stolz D.
      • Suissa S.
      • Wedzicha J.
      • Miravitlles M.
      Withdrawal of inhaled corticosteroids in COPD: a European Respiratory Society guideline.
      ] or GOLD [
      Global Initiative for Chronic Obstructive Lung Disease GOLD
      Global Strategy for Prevention, Diagnosis and Management of COPD (2021 Report).
      ], although it is recognized in the 2021 GOLD report that the effect of ICS in this subgroup of patients is low. The withdrawal of ICS in patients with a low EOS count may be hindered by both patient and provider resistance. In a recent real-life study by Nielsen et al., 96 consecutive patients with COPD had their ICS treatment abruptly withdrawn [
      • Nielsen A.O.
      • Hilberg O.
      • Jensen J.U.S.
      • Kristensen S.H.
      • Frølund J.C.
      • Langkilde P.K.
      • Løkke A.
      Withdrawal of inhaled corticosteroids in patients with COPD - a prospective observational study.
      ]. Although lasting withdrawal was possible in some patients, more than half resumed ICS irrespective of history of exacerbations and eosinophilic count. Many barriers for withdrawing medication have been shown in previous RCTs [
      • Doherty A.J.
      • Boland P.
      • Reed J.
      • Clegg A.J.
      • Stephani A.-M.
      • Williams N.H.
      • Shaw B.
      • Hedgecoe L.
      • Hill R.
      • Walker L.
      Barriers and facilitators to deprescribing in primary care: a systematic review.
      ,
      • Rasmussen A.F.
      • Poulsen S.S.
      • Oldenburg L.I.K.
      • Vermehren C.
      The barriers and facilitators of different stakeholders when deprescribing benzodiazepine receptor agonists in older patients-A systematic review.
      ]. A study from the US on attitudes towards withdrawal of ICS in patients with COPD showed that, even though physicians worried about resistance from the patients, most patients were willing to try ICS withdrawal [
      • Parikh T.J.
      • Stryczek K.C.
      • Gillespie C.
      • Sayre G.G.
      • Feemster L.
      • Udris E.
      • Majerczyk B.
      • Rinne S.T.
      • Wiener R.S.
      • Au D.H.
      • Helfrich C.D.
      Provider anticipation and experience of patient reaction when deprescribing guideline discordant inhaled corticosteroids.
      ]. The patients trusted and relied on their physician's expertise. In addition, the physicians further worried about withdrawal of ICS – especially if it was prescribed by a specialist respiratory doctor.
      For patients with neither high nor low EOS counts (between 150 and 300 cells/μL), the risk-benefit ratio of ICS was not obvious, as it can be influenced by lung function, pneumonias and exacerbations.
      Future RCTs of the patients with EOS counts between 150 and 300 cells/μL could help identify further subgroups, to guide the decision on continued ICS or ICS withdrawal for these patients. Although the reduction in risk of exacerbations at group level may not be clinically relevant, this should still be assessed individually and in collaboration with the patient. Further questions for future research can be found in supplementary material S11.
      Our results suggest that the effect of ICS increased with EOS count and that patients with high EOS count (above 300 cells/μL) had a clinically relevant effect of continuing ICS, seen by a decrease in exacerbations (rate ratio: 0.57; 95% CI: 0.49–0.66) and increase in lung function (FEV1 mean difference: 0.06 L; 95% CI: 0.04–0.09 L). The effect of ICS in patients with high EOS count was also found by Chalmer et al., who found an increase in exacerbation when withdrawing ICS for patients with EOS count above 300 cells/μL (rate ratio 1.63; 95% CI: 1.24–2.14) [
      • Chalmers J.D.
      • Laska I.F.
      • Franssen F.M.E.
      • Janssens W.
      • Pavord I.
      • Rigau D.
      • McDonnell M.J.
      • Roche N.
      • Sin D.D.
      • Stolz D.
      • Suissa S.
      • Wedzicha J.
      • Miravitlles M.
      Withdrawal of inhaled corticosteroids in COPD: a European Respiratory Society guideline.
      ].
      In this review, we choose to use cut-off-points for EOS counts of 150 and 300 cells/μL which is similar to Chalmer et al. [
      • Chalmers J.D.
      • Laska I.F.
      • Franssen F.M.E.
      • Janssens W.
      • Pavord I.
      • Rigau D.
      • McDonnell M.J.
      • Roche N.
      • Sin D.D.
      • Stolz D.
      • Suissa S.
      • Wedzicha J.
      • Miravitlles M.
      Withdrawal of inhaled corticosteroids in COPD: a European Respiratory Society guideline.
      ] but not a universal standard; e.g., GOLD uses 100 and 300 cells/μL [
      Global Initiative for Chronic Obstructive Lung Disease GOLD
      Global Strategy for Prevention, Diagnosis and Management of COPD (2021 Report).
      ]. Bafadhel et al. [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ] analyzed the continuous effect in three RCTs and found a significant effect on exacerbations at EOS counts above 100 cells/μL and effect on FEV1 (50 mL) at EOS counts above 270 cells/μL. Those findings might suggest a lower cut-off at EOS count of 100 cells/μL, but so far it has not been sufficiently substantiated. Bafadhel et al. analyzed patients with COPD with a median of 180 cells/μL (interquartile range 110–280 cells/μL) and a subgroup of EOS counts below 100 cells/μL would thereby comprise less than 25% of patients, while the subgroup 100–300 cells/μL would contain more than 50% of patients [
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ]. A Danish cohort study [
      • Vedel-Krogh S.
      • Nielsen S.F.
      • Lange P.
      • Vestbo J.
      • Nordestgaard B.G.
      Blood eosinophils and exacerbations in chronic obstructive pulmonary disease. The copenhagen general population study.
      ] found the EOS counts of patients with COPD to have a median of 180 cells/μL (interquartile range 120–270 cells/μL) and a register study of patients with COPD in the US and UK found that approximately one third of patients had an EOS count of below 150 cells/μL; between 150 and 300 cells/μL and above 300 cells/μL, respectively [
      • Vogelmeier C.F.
      • Kostikas K.
      • Fang J.
      • Tian H.
      • Jones B.
      • Morgan C.L.
      • Fogel R.
      • Gutzwiller F.S.
      • Cao H.
      Evaluation of exacerbations and blood eosinophils in UK and US COPD populations.
      ].
      In the light of the findings discussed above, 150 cells/μL and 300 cells/μL might be useful, pragmatic cut-off values to ensure sub-groups of approximately the same size, as no scientific or clinically meaningful cut-off values exist. We do not believe there is a clinically meaningful difference between, e.g., an EOS count of 299 and 301 cells/μL, but we do believe that there is a difference between EOS counts of 140 and 290 cells/μL that might be relevant. Furthermore, EOS count is affected by multiple factors [
      • Long G.H.
      • Southworth T.
      • Kolsum U.
      • Donaldson G.C.
      • Wedzicha J.A.
      • Brightling C.E.
      • Singh D.
      The stability of blood Eosinophils in chronic obstructive pulmonary disease.
      ,
      • Oshagbemi O.A.
      • Burden A.M.
      • Braeken D.C.W.
      • Henskens Y.
      • Wouters E.F.M.
      • Driessen J.H.M.
      • Maitland-van der Zee A.H.
      • de Vries F.
      • Franssen F.M.E.
      Stability of blood eosinophils in patients with chronic obstructive pulmonary disease and in control subjects, and the impact of sex, age, smoking, and baseline counts.
      ,
      • Schumann D.M.
      • Tamm M.
      • Kostikas K.
      • Stolz D.
      Stability of the blood eosinophilic phenotype in stable and exacerbated COPD.
      ,
      • Bafadhel M.
      • Peterson S.
      • De Blas M.A.
      • Calverley P.M.
      • Rennard S.I.
      • Richter K.
      • Fagerås M.
      Predictors of exacerbation risk and response to budesonide in patients with chronic obstructive pulmonary disease: a post-hoc analysis of three randomised trials.
      ]. The relationship between EOS counts, the clinical effect of ICS and possible modulators should be examined further, as well as clinically meaningful cut-off-values.
      The alteration in EOS count over time and the number of measurements necessary to provide a reliable EOS level in a given individual, together with the timing in measuring EOS, depending on exacerbations and corticosteroids given orally, are among other factors that remain to be explored.
      This new use of EOS counts as a biomarker for continued use of ICS might call for several political changes in each country, e.g., reimbursement of general practitioners for testing EOS counts or clauses regarding subsidies for medication.

      4.1 Strength and limitations of the systematic review

      This systematic literature review has several strengths. The GRADE, Cochrane Collaboration and PRISMA consortium guidelines were followed and a protocol was registered prior to literature search. Strict and high-quality methodological standards and recognized tools were followed, i.e. search strategy, independent study selection, data extraction and risk of bias assessment, by two independent reviewers.
      This review also has several limitations. Despite the fact that several databases were searched, references of included RCTs were hand searched and content experts were consulted, the possibility that some RCTs were missed cannot be excluded. Moreover, due to the language limitations of the members in the review team, an exclusive selection of RCTs published in English and Scandinavian languages was performed, which also may have resulted in not identifying relevant RCTs published in other languages. The results are solely based on data published in peer-reviewed articles, because we did not contact the authors of the included RCTs for further information, and grey literature was not searched. Furthermore, as the patients in the included studies are highly selected and therefore differs somewhat from patients in a real-life setting [
      • Herland K.
      • Akselsen J.-P.
      • Skjønsberg O.H.
      • Bjermer L.
      How representative are clinical study patients with asthma or COPD for a larger “real life” population of patients with obstructive lung disease?.
      ], our findings should be interpreted with caution and may not be fully applicable in an everyday clinical setting.

      5. Conclusion

      This systematic review, using solid and well-established criteria regarding literature searches and inclusion of relevant research articles, is among the first to evaluate the existing literature regarding EOS count and continuous use of ICS in patients with COPD.
      A clear correlation was demonstrated between clinical effect of continued ICS treatment, measured as number of exacerbations, and lung function and increasing EOS count. Furthermore, clinically meaningful cut-off values in EOS count of 150 and 300 cells/μL, respectively, were suggested based on the available evidence. However, the relationship between EOS counts, the clinical effect of ICS and possible modulators needs to be examined further, along with possible benefits of withdrawal of ICS at low EOS counts.

      Declaration of competing interest

      Funding: This study was supported by the Danish Health Authority [05-0000-29].
      AU and JFR are employed by the Danish Health Authority. CJ, CV, DAD, HRC, KB, MNH, NSG, AL, OH and PK have nothing to declare.

      Acknowledgements and contributorship

      Our thanks go to Isabel Cardoso and Elisabeth Ginnerup for the help with the data extraction. And to Torben Mogensen for the help with data collection and patient perspective.
      CV, DAD and OH did the initial conceptualization and applied for funding. DAD administrated the project. AL, CJ, DAD, KB, PK and MNH planned the study. AL, AU, CJ, DAD, JFR, KB, PK and MNH planned the methodology, and conducted the data collection. MNH made the meta-analysis. CV, HRC, NSG, OH and MNH supervised the work. AL and DAD created the original draft of article. AL, AU, CJ, CV, DAD, HRC, JFR, NSG, OH, KB, MNH, and PK reviewed, edited, and agreed upon the article.

      Appendix A. Supplementary data

      The following are the Supplementary data to this article:

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