非靶向代谢组学分析揭示了与哮喘患者对美泊珠单抗和奥马珠单抗反应相关的不同代谢物

T. Nopsopon, Yulu Chen, Qingwen Chen, Craig E. Wheelock, Scott. T. Weiss, M. McGeachie, Jessica Lasky-Su, A. Akenroye
{"title":"非靶向代谢组学分析揭示了与哮喘患者对美泊珠单抗和奥马珠单抗反应相关的不同代谢物","authors":"T. Nopsopon, Yulu Chen, Qingwen Chen, Craig E. Wheelock, Scott. T. Weiss, M. McGeachie, Jessica Lasky-Su, A. Akenroye","doi":"10.1183/23120541.00931-2023","DOIUrl":null,"url":null,"abstract":"There is limited evidence on biomarkers associated with response to the monoclonal antibodies currently approved for asthma treatment. We sought to identify circulatory metabolites associated with response to treatment with mepolizumab or omalizumab.We conducted global metabolomic profiling of pre-treatment plasma samples from 100 patients with moderate-to-severe asthma who initiated mepolizumab (n=31) or omalizumab (n=69). The primary outcome was the change in exacerbations within 12 months of therapy. Negative binomial models were used to assess the association between each metabolite and exacerbations adjusting for age, sex, body mass index, baseline exacerbations, and inhaled corticosteroid use. Chemical Similarity Enrichment Analysis (ChemRICH) was conducted to identify chemical subclasses associated with treatment response.The mean age of the mepolizumab group was 58.7 years and 2.9 exacerbations over the year prior to initiation of biologic therapy. The mean age in the omalizumab group was 48.8 years with 1.5 exacerbations in the preceding year. Patients with higher levels of two tocopherol metabolites were associated with more exacerbations on mepolizumab (delta-carboxyethyl hydroxychroman (CEHC) (p=2.65E-05, false discovery rate (FDR=0.01) and delta-CEHC glucuronide (p=2.47E-06, FDR=0.003)). Higher levels of six androgenic steroids, three carnitine metabolites and two bile acid metabolites were associated with decreased exacerbations in the omalizumab group. In enrichment analyses, xanthine metabolites (cluster FDR=0.0006), and tocopherol metabolites (cluster FDR=0.02) were associated with worse mepolizumab response while androgenic steroids (cluster FDR=1.9E-18), pregnenolone steroids (cluster p=3.2E-07, FDR=1.4E-05), and secondary bile acid metabolites (cluster p=0.0003, FDR=0.006) were the top subclasses associated with better omalizumab response.This study identifies distinct metabolites associated with response to mepolizumab and omalizumab, with androgenic steroids associated with response to both mepolizumab and omalizumab.","PeriodicalId":504874,"journal":{"name":"ERJ Open Research","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Untargeted metabolomic analysis reveals different metabolites associated with response to mepolizumab and omalizumab in asthma\",\"authors\":\"T. Nopsopon, Yulu Chen, Qingwen Chen, Craig E. Wheelock, Scott. T. Weiss, M. McGeachie, Jessica Lasky-Su, A. Akenroye\",\"doi\":\"10.1183/23120541.00931-2023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"There is limited evidence on biomarkers associated with response to the monoclonal antibodies currently approved for asthma treatment. We sought to identify circulatory metabolites associated with response to treatment with mepolizumab or omalizumab.We conducted global metabolomic profiling of pre-treatment plasma samples from 100 patients with moderate-to-severe asthma who initiated mepolizumab (n=31) or omalizumab (n=69). The primary outcome was the change in exacerbations within 12 months of therapy. Negative binomial models were used to assess the association between each metabolite and exacerbations adjusting for age, sex, body mass index, baseline exacerbations, and inhaled corticosteroid use. Chemical Similarity Enrichment Analysis (ChemRICH) was conducted to identify chemical subclasses associated with treatment response.The mean age of the mepolizumab group was 58.7 years and 2.9 exacerbations over the year prior to initiation of biologic therapy. The mean age in the omalizumab group was 48.8 years with 1.5 exacerbations in the preceding year. Patients with higher levels of two tocopherol metabolites were associated with more exacerbations on mepolizumab (delta-carboxyethyl hydroxychroman (CEHC) (p=2.65E-05, false discovery rate (FDR=0.01) and delta-CEHC glucuronide (p=2.47E-06, FDR=0.003)). Higher levels of six androgenic steroids, three carnitine metabolites and two bile acid metabolites were associated with decreased exacerbations in the omalizumab group. In enrichment analyses, xanthine metabolites (cluster FDR=0.0006), and tocopherol metabolites (cluster FDR=0.02) were associated with worse mepolizumab response while androgenic steroids (cluster FDR=1.9E-18), pregnenolone steroids (cluster p=3.2E-07, FDR=1.4E-05), and secondary bile acid metabolites (cluster p=0.0003, FDR=0.006) were the top subclasses associated with better omalizumab response.This study identifies distinct metabolites associated with response to mepolizumab and omalizumab, with androgenic steroids associated with response to both mepolizumab and omalizumab.\",\"PeriodicalId\":504874,\"journal\":{\"name\":\"ERJ Open Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-04-11\",\"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/10.1183/23120541.00931-2023\",\"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/10.1183/23120541.00931-2023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

与目前获批用于哮喘治疗的单克隆抗体反应相关的生物标志物证据有限。我们对100名开始使用甲泼尼单抗(31人)或奥马珠单抗(69人)的中重度哮喘患者治疗前的血浆样本进行了全球代谢组学分析。主要结果是治疗 12 个月内病情加重的变化。采用负二项模型评估每种代谢物与病情加重之间的关系,并对年龄、性别、体重指数、基线病情加重情况和吸入皮质类固醇的使用情况进行调整。进行了化学相似性富集分析(ChemRICH),以确定与治疗反应相关的化学亚类。甲泼尼单抗组的平均年龄为58.7岁,在开始生物治疗前的一年中出现了2.9次病情加重。奥马珠单抗组的平均年龄为48.8岁,前一年的病情恶化次数为1.5次。两种生育酚代谢物水平较高的患者使用甲泼尼单抗后病情加重的次数较多(δ-羧乙基羟基色满(CEHC)(p=2.65E-05,假发现率(FDR)=0.01)和δ-CEHC葡萄糖醛酸苷(p=2.47E-06,FDR=0.003))。在奥马珠单抗组中,六种雄激素类固醇、三种肉碱代谢物和两种胆汁酸代谢物水平较高与病情恶化程度降低有关。在富集分析中,黄嘌呤代谢物(群组 FDR=0.0006)和生育酚代谢物(群组 FDR=0.02)与麦泊珠单抗反应较差有关,而雄激素类固醇(群组 FDR=1.9E-18)、孕烯醇酮类固醇(群组 p=3.2E-07,FDR=1.4E-05)和次级胆汁酸代谢物(群组 p=0.0003,FDR=0.本研究发现了与美泊利珠单抗和奥马珠单抗反应相关的不同代谢物,其中雄激素类固醇与美泊利珠单抗和奥马珠单抗的反应相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Untargeted metabolomic analysis reveals different metabolites associated with response to mepolizumab and omalizumab in asthma
There is limited evidence on biomarkers associated with response to the monoclonal antibodies currently approved for asthma treatment. We sought to identify circulatory metabolites associated with response to treatment with mepolizumab or omalizumab.We conducted global metabolomic profiling of pre-treatment plasma samples from 100 patients with moderate-to-severe asthma who initiated mepolizumab (n=31) or omalizumab (n=69). The primary outcome was the change in exacerbations within 12 months of therapy. Negative binomial models were used to assess the association between each metabolite and exacerbations adjusting for age, sex, body mass index, baseline exacerbations, and inhaled corticosteroid use. Chemical Similarity Enrichment Analysis (ChemRICH) was conducted to identify chemical subclasses associated with treatment response.The mean age of the mepolizumab group was 58.7 years and 2.9 exacerbations over the year prior to initiation of biologic therapy. The mean age in the omalizumab group was 48.8 years with 1.5 exacerbations in the preceding year. Patients with higher levels of two tocopherol metabolites were associated with more exacerbations on mepolizumab (delta-carboxyethyl hydroxychroman (CEHC) (p=2.65E-05, false discovery rate (FDR=0.01) and delta-CEHC glucuronide (p=2.47E-06, FDR=0.003)). Higher levels of six androgenic steroids, three carnitine metabolites and two bile acid metabolites were associated with decreased exacerbations in the omalizumab group. In enrichment analyses, xanthine metabolites (cluster FDR=0.0006), and tocopherol metabolites (cluster FDR=0.02) were associated with worse mepolizumab response while androgenic steroids (cluster FDR=1.9E-18), pregnenolone steroids (cluster p=3.2E-07, FDR=1.4E-05), and secondary bile acid metabolites (cluster p=0.0003, FDR=0.006) were the top subclasses associated with better omalizumab response.This study identifies distinct metabolites associated with response to mepolizumab and omalizumab, with androgenic steroids associated with response to both mepolizumab and omalizumab.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Pulmonary fibrosis in patients with auto-immune pulmonary alveolar proteinosis: a retrospective nationwide cohort study Long-term dupilumab efficacy in type 2 asthma regardless of baseline characteristics The prevalence and implications of depression and anxiety in patients with bronchiectasis: a systematic review and meta-analysis Neutrophil extracellular traps are associated with airways inflammation and increased severity of lung disease in Cystic Fibrosis Extracellular vesicles in sputum of children with cystic fibrosis pulmonary exacerbations
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1