Toby M. Maher, R. G. Jenkins, Vincent Cottin, Yasuhiko Nishioka, Imre Noth, M. Selman, Jin Woo Song, Carina Ittrich, C. Diefenbach, S. Stowasser, Eric S White
{"title":"循环生物标志物与特发性肺纤维化的进展:来自 INMARK 试验的数据","authors":"Toby M. Maher, R. G. Jenkins, Vincent Cottin, Yasuhiko Nishioka, Imre Noth, M. Selman, Jin Woo Song, Carina Ittrich, C. Diefenbach, S. Stowasser, Eric S White","doi":"10.1183/23120541.00335-2023","DOIUrl":null,"url":null,"abstract":"We used data from the INMARK trial to investigate associations between circulating biomarkers of extracellular matrix (ECM) turnover, inflammation, and epithelial dysfunction and disease progression in subjects with idiopathic pulmonary fibrosis (IPF).Subjects with IPF and FVC ≥80% predicted were randomised 1:2 to receive nintedanib 150 mg bid or placebo for 12 weeks followed by open-label nintedanib for 40 weeks. Associations between baseline biomarker levels and the proportion of subjects with disease progression (decline in FVC ≥10% predicted or death) over 52 weeks were assessed in subjects randomised to placebo using logistic regression. Associations between baseline demographic/clinical characteristics and biomarker levels and disease progression over 52 weeks were analysed using multivariate models.Of 230 subjects who received placebo for 12 weeks then open-label nintedanib for 40 weeks, 70 (30.4%) had disease progression over 52 weeks. Baseline levels of CRPM, C3M, CRP, KL-6 and SP-D were not significantly associated with disease progression over 52 weeks in analyses corrected for multiple comparisons. In models including only baseline demographic/clinical characteristics, 61.2% to 64.2% of subjects were correctly classified as having or not having disease progression over 52 weeks. When both demographic/clinical characteristics and biomarker levels were included in the models, 50.0% to 64.5% of the test set were correctly classified.Among subjects with IPF and preserved FVC, multivariate models based on demographic/clinical characteristics and biomarker levels at baseline did not provide an accurate prediction of which patients would progress.","PeriodicalId":504874,"journal":{"name":"ERJ Open Research","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Circulating biomarkers and progression of idiopathic pulmonary fibrosis: data from the INMARK trial\",\"authors\":\"Toby M. Maher, R. G. Jenkins, Vincent Cottin, Yasuhiko Nishioka, Imre Noth, M. Selman, Jin Woo Song, Carina Ittrich, C. Diefenbach, S. Stowasser, Eric S White\",\"doi\":\"10.1183/23120541.00335-2023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We used data from the INMARK trial to investigate associations between circulating biomarkers of extracellular matrix (ECM) turnover, inflammation, and epithelial dysfunction and disease progression in subjects with idiopathic pulmonary fibrosis (IPF).Subjects with IPF and FVC ≥80% predicted were randomised 1:2 to receive nintedanib 150 mg bid or placebo for 12 weeks followed by open-label nintedanib for 40 weeks. Associations between baseline biomarker levels and the proportion of subjects with disease progression (decline in FVC ≥10% predicted or death) over 52 weeks were assessed in subjects randomised to placebo using logistic regression. Associations between baseline demographic/clinical characteristics and biomarker levels and disease progression over 52 weeks were analysed using multivariate models.Of 230 subjects who received placebo for 12 weeks then open-label nintedanib for 40 weeks, 70 (30.4%) had disease progression over 52 weeks. Baseline levels of CRPM, C3M, CRP, KL-6 and SP-D were not significantly associated with disease progression over 52 weeks in analyses corrected for multiple comparisons. In models including only baseline demographic/clinical characteristics, 61.2% to 64.2% of subjects were correctly classified as having or not having disease progression over 52 weeks. When both demographic/clinical characteristics and biomarker levels were included in the models, 50.0% to 64.5% of the test set were correctly classified.Among subjects with IPF and preserved FVC, multivariate models based on demographic/clinical characteristics and biomarker levels at baseline did not provide an accurate prediction of which patients would progress.\",\"PeriodicalId\":504874,\"journal\":{\"name\":\"ERJ Open Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-04-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ERJ Open Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1183/23120541.00335-2023\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERJ Open Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1183/23120541.00335-2023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Circulating biomarkers and progression of idiopathic pulmonary fibrosis: data from the INMARK trial
We used data from the INMARK trial to investigate associations between circulating biomarkers of extracellular matrix (ECM) turnover, inflammation, and epithelial dysfunction and disease progression in subjects with idiopathic pulmonary fibrosis (IPF).Subjects with IPF and FVC ≥80% predicted were randomised 1:2 to receive nintedanib 150 mg bid or placebo for 12 weeks followed by open-label nintedanib for 40 weeks. Associations between baseline biomarker levels and the proportion of subjects with disease progression (decline in FVC ≥10% predicted or death) over 52 weeks were assessed in subjects randomised to placebo using logistic regression. Associations between baseline demographic/clinical characteristics and biomarker levels and disease progression over 52 weeks were analysed using multivariate models.Of 230 subjects who received placebo for 12 weeks then open-label nintedanib for 40 weeks, 70 (30.4%) had disease progression over 52 weeks. Baseline levels of CRPM, C3M, CRP, KL-6 and SP-D were not significantly associated with disease progression over 52 weeks in analyses corrected for multiple comparisons. In models including only baseline demographic/clinical characteristics, 61.2% to 64.2% of subjects were correctly classified as having or not having disease progression over 52 weeks. When both demographic/clinical characteristics and biomarker levels were included in the models, 50.0% to 64.5% of the test set were correctly classified.Among subjects with IPF and preserved FVC, multivariate models based on demographic/clinical characteristics and biomarker levels at baseline did not provide an accurate prediction of which patients would progress.