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Longitudinal FEV1 and Exacerbation Risk in COPD: Quantifying the Association Using Joint Modelling.

Kirill ZhudenkovRobert PalmérAlexandra JauhiainenGabriel HelmlingerOleg StepanovKirill PeskovUlf G ErikssonUlrika Wählby-Hamrén
Published in: International journal of chronic obstructive pulmonary disease (2021)
Joint modelling can be used to co-analyze longitudinal FEV1 and exacerbation data in COPD clinical trials. The association between the endpoints was consistent and appeared unrelated to treatment mechanism, suggesting that improved lung function is indicative of an exacerbation risk reduction. The risk reduction associated with improved FEV1 was, however, generally small and no major impact on exacerbation trial design can be expected based on FEV1 alone. Further exploration with other longitudinal endpoints should be considered to further evaluate the use of joint modelling in analyzing COPD clinical trials.
Keyphrases
  • chronic obstructive pulmonary disease
  • lung function
  • clinical trial
  • cystic fibrosis
  • air pollution
  • phase iii
  • machine learning
  • study protocol
  • open label
  • combination therapy
  • replacement therapy