Dung T Tran, Yulu Chen, Lourdes G Ramirez, Jessica A Lasky-Su, Ann C Wu, Kelan G Tantisira, Michael J McGeachie, Scott T Weiss, Amber Dahlin
{"title":"哮喘患者吸入皮质类固醇相关肾上腺抑制的血浆药物代谢组学研究。","authors":"Dung T Tran, Yulu Chen, Lourdes G Ramirez, Jessica A Lasky-Su, Ann C Wu, Kelan G Tantisira, Michael J McGeachie, Scott T Weiss, Amber Dahlin","doi":"10.1016/j.jaci.2025.02.037","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Inhaled corticosteroids (ICSs) are frequently prescribed medications for asthma symptoms, but higher doses can increase risks of adrenal insufficiency through suppression of endogenous cortisol production. Understanding which patients may be at increased risk for developing adrenal suppression related to ICS use may help providers improve treatment regimens for asthmatic patients; however, the mechanisms underlying ICS-related adrenal insufficiency have not been clarified.</p><p><strong>Objective: </strong>We sought to identify metabolite signatures and biochemical pathways associated with ICS-related adrenal insufficiency in asthmatic patients.</p><p><strong>Methods: </strong>Global metabolite profiling (metabolomics) was integrated with electronic medical records data including the development of adrenal suppression in 2 independent asthma cohorts. The discovery cohort (Pharmacogenomics of Adrenal Suppression with Inhaled Corticosteroids) included 711 adult asthmatic patients on ICSs. Untargeted metabolomic profiling identified 1397 metabolites, of which 810 were selected for further analysis. Using plasma cortisol as a biomarker for adrenal status (outcome), linear regression models were used to identify associations between metabolites and plasma cortisol, adjusted for potential confounders. In the validation cohort (Omics Determinant of Longitudinal Lung Function in Asthma Study), metabolite associations were validated in 575 patients on ICSs. Pathway and network analyses were performed using bioinformatic approaches to identify altered metabolic pathways related to the outcome.</p><p><strong>Results: </strong>Of 810 endogenous metabolites, 12 demonstrated significant associations with adrenal insufficiency after correction for multiple comparisons. In the validation cohort, 3 of these 12 replicated, including 2 steroid metabolites (tetrahydrocortisol glucuronide and tetrahydrocortisol glucuronide (5)) and homocitrulline. Pathway and network analyses revealed alterations in biochemical pathways related to the metabolism of steroids, bile acids, urea cycle, and long-chain polyunsaturated fatty acids.</p><p><strong>Conclusions: </strong>We have identified specific metabolites within steroid and nonsteroid metabolic pathways that are associated with adrenal insufficiency with ICS use.</p>","PeriodicalId":14936,"journal":{"name":"Journal of Allergy and Clinical Immunology","volume":" ","pages":""},"PeriodicalIF":11.4000,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Plasma pharmacometabolomics of inhaled corticosteroid-related adrenal suppression in asthma.\",\"authors\":\"Dung T Tran, Yulu Chen, Lourdes G Ramirez, Jessica A Lasky-Su, Ann C Wu, Kelan G Tantisira, Michael J McGeachie, Scott T Weiss, Amber Dahlin\",\"doi\":\"10.1016/j.jaci.2025.02.037\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Inhaled corticosteroids (ICSs) are frequently prescribed medications for asthma symptoms, but higher doses can increase risks of adrenal insufficiency through suppression of endogenous cortisol production. Understanding which patients may be at increased risk for developing adrenal suppression related to ICS use may help providers improve treatment regimens for asthmatic patients; however, the mechanisms underlying ICS-related adrenal insufficiency have not been clarified.</p><p><strong>Objective: </strong>We sought to identify metabolite signatures and biochemical pathways associated with ICS-related adrenal insufficiency in asthmatic patients.</p><p><strong>Methods: </strong>Global metabolite profiling (metabolomics) was integrated with electronic medical records data including the development of adrenal suppression in 2 independent asthma cohorts. The discovery cohort (Pharmacogenomics of Adrenal Suppression with Inhaled Corticosteroids) included 711 adult asthmatic patients on ICSs. Untargeted metabolomic profiling identified 1397 metabolites, of which 810 were selected for further analysis. Using plasma cortisol as a biomarker for adrenal status (outcome), linear regression models were used to identify associations between metabolites and plasma cortisol, adjusted for potential confounders. In the validation cohort (Omics Determinant of Longitudinal Lung Function in Asthma Study), metabolite associations were validated in 575 patients on ICSs. Pathway and network analyses were performed using bioinformatic approaches to identify altered metabolic pathways related to the outcome.</p><p><strong>Results: </strong>Of 810 endogenous metabolites, 12 demonstrated significant associations with adrenal insufficiency after correction for multiple comparisons. In the validation cohort, 3 of these 12 replicated, including 2 steroid metabolites (tetrahydrocortisol glucuronide and tetrahydrocortisol glucuronide (5)) and homocitrulline. Pathway and network analyses revealed alterations in biochemical pathways related to the metabolism of steroids, bile acids, urea cycle, and long-chain polyunsaturated fatty acids.</p><p><strong>Conclusions: </strong>We have identified specific metabolites within steroid and nonsteroid metabolic pathways that are associated with adrenal insufficiency with ICS use.</p>\",\"PeriodicalId\":14936,\"journal\":{\"name\":\"Journal of Allergy and Clinical Immunology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":11.4000,\"publicationDate\":\"2025-03-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Allergy and Clinical Immunology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jaci.2025.02.037\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ALLERGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Allergy and Clinical Immunology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jaci.2025.02.037","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ALLERGY","Score":null,"Total":0}
Plasma pharmacometabolomics of inhaled corticosteroid-related adrenal suppression in asthma.
Background: Inhaled corticosteroids (ICSs) are frequently prescribed medications for asthma symptoms, but higher doses can increase risks of adrenal insufficiency through suppression of endogenous cortisol production. Understanding which patients may be at increased risk for developing adrenal suppression related to ICS use may help providers improve treatment regimens for asthmatic patients; however, the mechanisms underlying ICS-related adrenal insufficiency have not been clarified.
Objective: We sought to identify metabolite signatures and biochemical pathways associated with ICS-related adrenal insufficiency in asthmatic patients.
Methods: Global metabolite profiling (metabolomics) was integrated with electronic medical records data including the development of adrenal suppression in 2 independent asthma cohorts. The discovery cohort (Pharmacogenomics of Adrenal Suppression with Inhaled Corticosteroids) included 711 adult asthmatic patients on ICSs. Untargeted metabolomic profiling identified 1397 metabolites, of which 810 were selected for further analysis. Using plasma cortisol as a biomarker for adrenal status (outcome), linear regression models were used to identify associations between metabolites and plasma cortisol, adjusted for potential confounders. In the validation cohort (Omics Determinant of Longitudinal Lung Function in Asthma Study), metabolite associations were validated in 575 patients on ICSs. Pathway and network analyses were performed using bioinformatic approaches to identify altered metabolic pathways related to the outcome.
Results: Of 810 endogenous metabolites, 12 demonstrated significant associations with adrenal insufficiency after correction for multiple comparisons. In the validation cohort, 3 of these 12 replicated, including 2 steroid metabolites (tetrahydrocortisol glucuronide and tetrahydrocortisol glucuronide (5)) and homocitrulline. Pathway and network analyses revealed alterations in biochemical pathways related to the metabolism of steroids, bile acids, urea cycle, and long-chain polyunsaturated fatty acids.
Conclusions: We have identified specific metabolites within steroid and nonsteroid metabolic pathways that are associated with adrenal insufficiency with ICS use.
期刊介绍:
The Journal of Allergy and Clinical Immunology is a prestigious publication that features groundbreaking research in the fields of Allergy, Asthma, and Immunology. This influential journal publishes high-impact research papers that explore various topics, including asthma, food allergy, allergic rhinitis, atopic dermatitis, primary immune deficiencies, occupational and environmental allergy, and other allergic and immunologic diseases. The articles not only report on clinical trials and mechanistic studies but also provide insights into novel therapies, underlying mechanisms, and important discoveries that contribute to our understanding of these diseases. By sharing this valuable information, the journal aims to enhance the diagnosis and management of patients in the future.