Pedro Miranda Afonso, Grace C Zhou, Weiji Su, Pierre-Régis Burgel, Elizabeth Cromwell, Christopher H Goss, Ruth H Keogh, Theodore G Liou, Bruce C Marshall, Nicole Mayer-Hamblett, Wayne J Morgan, Joshua S Ostrenga, David J Pasta, Michael S Schechter, Sanja Stanojevic, Claire E Wainwright, Rhonda D Szczesniak, Eleni-Rosalina Andrinopoulou
{"title":"快速采用囊性纤维化调节剂治疗后的长期疗效评估:一项双方法研究。","authors":"Pedro Miranda Afonso, Grace C Zhou, Weiji Su, Pierre-Régis Burgel, Elizabeth Cromwell, Christopher H Goss, Ruth H Keogh, Theodore G Liou, Bruce C Marshall, Nicole Mayer-Hamblett, Wayne J Morgan, Joshua S Ostrenga, David J Pasta, Michael S Schechter, Sanja Stanojevic, Claire E Wainwright, Rhonda D Szczesniak, Eleni-Rosalina Andrinopoulou","doi":"10.1513/AnnalsATS.202503-267OC","DOIUrl":null,"url":null,"abstract":"<p><strong>Rationale: </strong>Modulator therapies like ivacaftor have revolutionized clinical management of cystic fibrosis (CF), showing marked short-term benefits in trials but heterogeneous findings in long-term observational studies. Since newer modulators have become the standard of care for the majority living with CF in the U.S., characterizing long-term effectiveness with real-world data is increasingly difficult due to the lack of contemporary comparator groups for performing between-subjects analyses.</p><p><strong>Objectives: </strong>To determine the extent to which ivacaftor preserves long-term lung function and compare the results of within- and between-subject analyses for evaluating its real-world effectiveness.</p><p><strong>Methods: </strong>This retrospective cohort study used data from the US Cystic Fibrosis Foundation Patient Registry (2003-2016). We employed two approaches to evaluate ivacaftor effectiveness on percent predicted forced expiratory volume in 1s (ppFEV1): i) within-subject comparisons of ppFEV1 before and after ivacaftor initiation and ii) comparisons between ivacaftor-treated and untreated individuals with similar disease pathology. We modeled data from 560 ivacaftor-treated individuals with the G551D variant. For between-subject comparisons, we used propensity scores to match the treated group with 2,800 untreated F508del homozygous individuals. Modulator initiation bias was assessed and accounted for in each model.</p><p><strong>Results: </strong>Our results showed an initial average improvement in ppFEV1 in ivacaftor-treated children and adults (ranging from 4.54 to 6.53% predicted based on within-subject comparison of before vs. after ivacaftor initiation). There was a slower decline in adults, compared to children. These ivacaftor-treated cohorts experienced less decline relative to their F508del homozygous counterparts (between-group differences in treated vs. control ranged from 0.36 to 0.64% predicted). Both the within- and between-subject comparisons demonstrated similar levels of ivacaftor effectiveness. However, small differences between the two approaches were observed in younger individuals.</p><p><strong>Conclusions: </strong>Ivacaftor was associated with improved ppFEV1 across all age groups, with the magnitude of improvement roughly 50% of that observed in clinical trials. The results support the need to account for modulator initiation bias and the use of within-subject analysis in future CFTR modulator effectiveness studies, but caution is advised in younger individuals due to developmental changes that may affect pre- and post-treatment comparability.</p>","PeriodicalId":93876,"journal":{"name":"Annals of the American Thoracic Society","volume":" ","pages":""},"PeriodicalIF":5.4000,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Evaluating Long-Term Effectiveness of Cystic Fibrosis Modulator Therapies After Rapid Adoption: A Dual-Approach Study.\",\"authors\":\"Pedro Miranda Afonso, Grace C Zhou, Weiji Su, Pierre-Régis Burgel, Elizabeth Cromwell, Christopher H Goss, Ruth H Keogh, Theodore G Liou, Bruce C Marshall, Nicole Mayer-Hamblett, Wayne J Morgan, Joshua S Ostrenga, David J Pasta, Michael S Schechter, Sanja Stanojevic, Claire E Wainwright, Rhonda D Szczesniak, Eleni-Rosalina Andrinopoulou\",\"doi\":\"10.1513/AnnalsATS.202503-267OC\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Rationale: </strong>Modulator therapies like ivacaftor have revolutionized clinical management of cystic fibrosis (CF), showing marked short-term benefits in trials but heterogeneous findings in long-term observational studies. Since newer modulators have become the standard of care for the majority living with CF in the U.S., characterizing long-term effectiveness with real-world data is increasingly difficult due to the lack of contemporary comparator groups for performing between-subjects analyses.</p><p><strong>Objectives: </strong>To determine the extent to which ivacaftor preserves long-term lung function and compare the results of within- and between-subject analyses for evaluating its real-world effectiveness.</p><p><strong>Methods: </strong>This retrospective cohort study used data from the US Cystic Fibrosis Foundation Patient Registry (2003-2016). We employed two approaches to evaluate ivacaftor effectiveness on percent predicted forced expiratory volume in 1s (ppFEV1): i) within-subject comparisons of ppFEV1 before and after ivacaftor initiation and ii) comparisons between ivacaftor-treated and untreated individuals with similar disease pathology. We modeled data from 560 ivacaftor-treated individuals with the G551D variant. For between-subject comparisons, we used propensity scores to match the treated group with 2,800 untreated F508del homozygous individuals. Modulator initiation bias was assessed and accounted for in each model.</p><p><strong>Results: </strong>Our results showed an initial average improvement in ppFEV1 in ivacaftor-treated children and adults (ranging from 4.54 to 6.53% predicted based on within-subject comparison of before vs. after ivacaftor initiation). There was a slower decline in adults, compared to children. These ivacaftor-treated cohorts experienced less decline relative to their F508del homozygous counterparts (between-group differences in treated vs. control ranged from 0.36 to 0.64% predicted). Both the within- and between-subject comparisons demonstrated similar levels of ivacaftor effectiveness. However, small differences between the two approaches were observed in younger individuals.</p><p><strong>Conclusions: </strong>Ivacaftor was associated with improved ppFEV1 across all age groups, with the magnitude of improvement roughly 50% of that observed in clinical trials. The results support the need to account for modulator initiation bias and the use of within-subject analysis in future CFTR modulator effectiveness studies, but caution is advised in younger individuals due to developmental changes that may affect pre- and post-treatment comparability.</p>\",\"PeriodicalId\":93876,\"journal\":{\"name\":\"Annals of the American Thoracic Society\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":5.4000,\"publicationDate\":\"2025-09-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of the American Thoracic Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1513/AnnalsATS.202503-267OC\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of the American Thoracic Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1513/AnnalsATS.202503-267OC","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Evaluating Long-Term Effectiveness of Cystic Fibrosis Modulator Therapies After Rapid Adoption: A Dual-Approach Study.
Rationale: Modulator therapies like ivacaftor have revolutionized clinical management of cystic fibrosis (CF), showing marked short-term benefits in trials but heterogeneous findings in long-term observational studies. Since newer modulators have become the standard of care for the majority living with CF in the U.S., characterizing long-term effectiveness with real-world data is increasingly difficult due to the lack of contemporary comparator groups for performing between-subjects analyses.
Objectives: To determine the extent to which ivacaftor preserves long-term lung function and compare the results of within- and between-subject analyses for evaluating its real-world effectiveness.
Methods: This retrospective cohort study used data from the US Cystic Fibrosis Foundation Patient Registry (2003-2016). We employed two approaches to evaluate ivacaftor effectiveness on percent predicted forced expiratory volume in 1s (ppFEV1): i) within-subject comparisons of ppFEV1 before and after ivacaftor initiation and ii) comparisons between ivacaftor-treated and untreated individuals with similar disease pathology. We modeled data from 560 ivacaftor-treated individuals with the G551D variant. For between-subject comparisons, we used propensity scores to match the treated group with 2,800 untreated F508del homozygous individuals. Modulator initiation bias was assessed and accounted for in each model.
Results: Our results showed an initial average improvement in ppFEV1 in ivacaftor-treated children and adults (ranging from 4.54 to 6.53% predicted based on within-subject comparison of before vs. after ivacaftor initiation). There was a slower decline in adults, compared to children. These ivacaftor-treated cohorts experienced less decline relative to their F508del homozygous counterparts (between-group differences in treated vs. control ranged from 0.36 to 0.64% predicted). Both the within- and between-subject comparisons demonstrated similar levels of ivacaftor effectiveness. However, small differences between the two approaches were observed in younger individuals.
Conclusions: Ivacaftor was associated with improved ppFEV1 across all age groups, with the magnitude of improvement roughly 50% of that observed in clinical trials. The results support the need to account for modulator initiation bias and the use of within-subject analysis in future CFTR modulator effectiveness studies, but caution is advised in younger individuals due to developmental changes that may affect pre- and post-treatment comparability.