Effect of Individual Patient Characteristics and Treatment Choices on Reliever Medication Use in Moderate-Severe Asthma: A Poisson Analysis of Randomised Clinical Trials

被引:2
|
作者
van Dijkman, Sven C. [1 ]
Yorgancioglu, Arzu [2 ]
Pavord, Ian [3 ]
Brusselle, Guy [4 ]
Pitrez, Paulo M. [5 ]
Oosterholt, Sean [1 ]
Fumali, Sourabh [6 ]
Majumdar, Anurita [7 ]
Della Pasqua, Oscar [8 ,9 ]
机构
[1] GSK, Clin Pharmacol Modelling & Simulat, London, England
[2] Celal Bayar Univ, Manisa, Turkiye
[3] Univ Oxford, Nuffield Dept Med, Oxford, England
[4] Ghent Univ Hosp, Ghent, Belgium
[5] Hosp Santa Casa Porto Alegre, Porto Alegre, Brazil
[6] GSK, Global Class & Established Med, Worli, India
[7] GSK, Global Class & Established Med, Singapore, Singapore
[8] UCL, Clin Pharmacol & Therapeut Grp, BMA House,Tavistock Sq, London WC1H 9JP, England
[9] GSK House, 980 Great West Rd, London TW8 9GS, England
关键词
Asthma symptom control; Reliever medication; Rescue medication; Short-acting beta agonists; SABA; Inhaled corticosteroids; Drug-disease modelling; Exacerbation; ICS/LABA combination therapy; EXACERBATIONS; PREDICTORS; AGONISTS;
D O I
10.1007/s12325-023-02774-w
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Introduction: Even though increased use of reliever medication, including short-acting beta agonists (SABA), provides an indirect measure of symptom worsening, there have been limited efforts to assess how different patterns of reliever use correlate with symptom control and future risk of exacerbations. Here, we evaluate the effect of individual baseline characteristics on reliever use in patients with moderate-severe asthma on regular maintenance therapy with fluticasone propionate (FP) or combination therapy with fluticasone propionate/salmeterol (FP/SAL) or budesonide/formoterol (BUD/FOR). Methods: A drug-disease model describing the number of 24-h puffs and overnight occasions was developed with data from five clinical studies (N = 6212). The model was implemented using a nonlinear mixed effects approach and a Poisson function, considering clinical and demographic baseline characteristics. Goodness of fit and model predictive performance were assessed. Heatmaps were created to summarise the effect of concurrent baseline factors on reliever utilisation. Results: The final model accurately described individual patterns of reliever use, which is significantly increased with time since diagnosis, smoking, higher Asthma Control Questionnaire (ACQ-5) score and higher body mass index (BMI) at baseline. Whilst the number of puffs decreases slowly after an initial drop relative to the start of treatment, exacerbating patients utilise significantly more reliever than those who do not exacerbate. The mean effect of FP/SAL (median dose: 250/50 mu g BID) on reliever use was slightly higher than that of BUD/FOR (median dose: 160/4.5 mu g BID), i.e. a 75.3% vs 69.3% reduction in reliever use, respectively. Conclusions: The availability of individual-level patient data in conjunction with a parametric approach enabled the characterisation of interindividual differences in the patterns of reliever use in patients with moderate-severe asthma. Taken together, individual demographic and clinical characteristics, as well as exacerbation history, can be considered an indicator of the degree of asthma control. High SABA reliever use suggests suboptimal clinical management of patients on maintenance therapy. Plain language summary In this study, we tried to understand how patients with moderate to severe asthma use their quick-relief inhalers (like albuterol), how it relates to their symptoms and the risk of having asthma attacks. To evaluate whether differences in reliever inhaler use between patients are associated with factors like smoking or their asthma symptoms at the beginning of treatment, we gathered data from five clinical studies (n = 6212 patients). These data allowed us to create a model that predicts how often patients use their reliever inhalers (expressed as number of puffs in 24 h) during maintenance therapy with inhaled corticosteroids alone or in combination with long-acting beta agonists. The final model showed that reliever inhaler use is higher in patients who have been diagnosed with asthma for > 10 years, are smokers, have higher asthma symptom scores, and are obese or extremely obese. Patients who had asthma attacks also used their reliever inhalers more often. In addition, to understand how relief inhalers are used in real-life situations, we also created heatmaps that include a wide range of patient characteristics. By using individual patient data together with this model, we have learned that smoking, asthma control, BMI, long history of asthma and previous asthma attacks significantly influence reliever use. This information can help physicians and healthcare professionals understand know how well someone's asthma is managed. A patient who uses their reliever inhaler often is likely not to have their asthma well controlled by their regular medications.
引用
收藏
页码:1201 / 1225
页数:25
相关论文
共 25 条
  • [1] Effect of Individual Patient Characteristics and Treatment Choices on Reliever Medication Use in Moderate-Severe Asthma: A Poisson Analysis of Randomised Clinical Trials
    Sven C. van Dijkman
    Arzu Yorgancıoğlu
    Ian Pavord
    Guy Brusselle
    Paulo M. Pitrez
    Sean Oosterholt
    Sourabh Fumali
    Anurita Majumdar
    Oscar Della Pasqua
    [J]. Advances in Therapy, 2024, 41 : 1201 - 1225
  • [2] A Simulation Study of the Effect of Clinical Characteristics and Treatment Choice on Reliever Medication Use, Symptom Control and Exacerbation Risk in Moderate-Severe Asthma
    Garcia, Gabriel
    van Dijkman, Sven C.
    Pavord, Ian
    Singh, Dave
    Oosterholt, Sean
    Fulmali, Sourabh
    Majumdar, Anurita
    Della Pasqua, Oscar
    [J]. ADVANCES IN THERAPY, 2024, 41 (08) : 3196 - 3216
  • [3] Understanding the effect of clinical baseline characteristics on SABA reliever use in patients with moderate-severe asthma
    Pavord, I.
    Singh, D.
    Garcia, G.
    Van Dijkman, S.
    Oosterholt, S.
    Teli, C.
    Pg, A.
    Della Pasqua, O.
    [J]. ALLERGY, 2023, 78 : 158 - 159
  • [4] Understanding the Clinical Implications of Individual Patient Characteristics and Treatment Choice on the Risk of Exacerbation in Asthma Patients with Moderate-Severe Symptoms
    Singh, Dave
    Oosterholt, Sean
    Pavord, Ian
    Garcia, Gabriel
    Abhijith, P. G.
    Della Pasqua, Oscar
    [J]. ADVANCES IN THERAPY, 2023, 40 (10) : 4606 - 4625
  • [5] Modelling ASthma TrEatment Responses (MASTER): Effect of individual patient characteristics on the risk of exacerbation in moderate or severe asthma: A time-to-event analysis of randomized clinical trials
    Oosterholt, Sean
    Pavord, Ian D. D.
    Brusselle, Guy
    Yorgancioglu, Arzu
    Pitrez, Paulo M. M.
    Pg, Abhijith
    Teli, Chirag
    Della Pasqua, Oscar
    [J]. BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2023, 89 (11) : 3273 - 3290
  • [6] Baseline Characteristics and Maintenance Therapy Choice on Symptom Control, Reliever Use, Exacerbation Risk in Moderate-Severe Asthma: A Clinical Modelling and Simulation Study
    Paggiaro, Pierluigi
    Garcia, Gabriel
    Roche, Nicolas
    Verma, Manish
    Plank, Maximilian
    Oosterholt, Sean
    Duong, Janna K.
    Majumdar, Anurita
    Della Pasqua, Oscar
    [J]. ADVANCES IN THERAPY, 2024,
  • [7] Understanding the Clinical Implications of Individual Patient Characteristics and Treatment Choice on the Risk of Exacerbation in Asthma Patients with Moderate–Severe Symptoms
    Dave Singh
    Sean Oosterholt
    Ian Pavord
    Gabriel Garcia
    Oscar Abhijith PG
    [J]. Advances in Therapy, 2023, 40 : 4606 - 4625
  • [8] MODELING OF SHORT-ACTING BETA AGONIST (SABA) USE: EFFECT OF SYMPTOM CONTROL IN PATIENTS WITH MODERATE-SEVERE ASTHMA REQUIRING RESCUE MEDICATION
    Pitrez, Paulo
    Brusselle, Guy G.
    Yorgancioglu, Arzu
    Pavord, Ian D.
    Van Dijkman, Sven
    Oosterholt, Sean P.
    Abhijith, P. G.
    Della Pasqua, Oscar
    Teli, Chirag
    [J]. CHEST, 2022, 162 (04) : 2674A - 2676A
  • [9] The effect of budesonide/formoterol maintenance and reliever therapy on the risk of severe asthma exacerbations following episodes of high reliever use: an exploratory analysis of two randomised, controlled studies with comparisons to standard therapy
    Buhl, Roland
    Kuna, Piotr
    Peters, Matthew J.
    Andersson, Tomas L. G.
    Naya, Ian P.
    Peterson, Stefan
    Rabe, Klaus F.
    [J]. RESPIRATORY RESEARCH, 2012, 13
  • [10] The effect of budesonide/formoterol maintenance and reliever therapy on the risk of severe asthma exacerbations following episodes of high reliever use: an exploratory analysis of two randomised, controlled studies with comparisons to standard therapy
    Roland Buhl
    Piotr Kuna
    Matthew J Peters
    Tomas LG Andersson
    Ian P Naya
    Stefan Peterson
    Klaus F Rabe
    [J]. Respiratory Research, 13