综合流行病学和免疫转录组学揭示了皮肤淋巴瘤在接受杜比单抗治疗后出现隐匿或恶化的风险和潜在机制。

IF 11.4 1区 医学 Q1 ALLERGY
Javier S Cabrera-Perez, Vincent J Carey, Oreofe O Odejide, Sonal Singh, Thomas S Kupper, Shiv S Pillai, Scott T Weiss, Ayobami Akenroye
{"title":"综合流行病学和免疫转录组学揭示了皮肤淋巴瘤在接受杜比单抗治疗后出现隐匿或恶化的风险和潜在机制。","authors":"Javier S Cabrera-Perez, Vincent J Carey, Oreofe O Odejide, Sonal Singh, Thomas S Kupper, Shiv S Pillai, Scott T Weiss, Ayobami Akenroye","doi":"10.1016/j.jaci.2024.10.028","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>There have been multiple reports of the anti-IL4Rα agent, dupilumab, as associated with the onset and/or progression of cutaneous T-cell lymphoma (CTCL).</p><p><strong>Objective: </strong>We sought to evaluate safety signals associated with dupilumab, with a focus on CTCL, and to evaluate possible underlying mechanism(s) for the potential association.</p><p><strong>Methods: </strong>First, we used the FDA pharmacovigilance database, FAERS, to evaluate if dupilumab was associated with CTCL including both positive controls (conjunctivitis, eosinophilia, and arthralgia) and exposure controls (other medications with similar indications including JAK-inhibitors and the anti-IL13, tralokinumab,) to reduce and evaluate confounding bias. Thereafter, we used publicly available bulk and single cell-RNA seq datasets to probe possible underlying mechanisms through which dupilumab might be associated with CTCL.</p><p><strong>Results: </strong>Between January 2019 and Q2 of 2023, there were 181,575 unique reports of dupilumab related adverse events (AE) in FAERS with 606 of these being for a neoplasm. Dupilumab had 30.0 times the proportional reporting ratio (PRR) (95% CI: 25.0 - 35.9) for CTCL compared to all other medications in FAERS. The risk was highest in males aged 45-65. The PRR for conjunctivitis, eosinophilia, and arthralgia, known side effects of dupilumab, were 35.6 (34.4 - 36.8), 2.15 (2.00 - 2.31), and 2.14 (2.07 - 2.18) respectively. Using the log-count normalized PRR (AE score) to account for PRR inflation when reports were small, the top safety signals included conjunctivitis (AEscore 8.3) and CTCL (AEscore 4.9). Bulk RNA sequencing data showed changes in IL4RA and IL13RA1 expression in CTCL and in epidermal layers of atopic dermatitis (AD) biopsies. Single-cell transcriptomic studies revealed that this change was similar in AD and CTCL, and that keratinocytes seemed to be the most divergent cell type with regards to IL4R and IL13RA1. An effect on keratinocyte specific gene expression was also independently observed in available bulk RNA sequencing data.</p><p><strong>Conclusion: </strong>These data suggest that dupilumab might be causing an unmasking or progression of CTCL via the same mechanism through which it improves atopic dermatitis: IL13 receptor blockade, which leads to increased IL13 in the local milieu, driving CTCL stimulation and progression. However, these associations need further evaluation given the inherent limitations of the FAERS database and our non-experimental approach.</p>","PeriodicalId":14936,"journal":{"name":"Journal of Allergy and Clinical Immunology","volume":" ","pages":""},"PeriodicalIF":11.4000,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrative epidemiology and immuno-transcriptomics uncover a risk and potential mechanism for cutaneous lymphoma unmasking or progression with dupilumab therapy.\",\"authors\":\"Javier S Cabrera-Perez, Vincent J Carey, Oreofe O Odejide, Sonal Singh, Thomas S Kupper, Shiv S Pillai, Scott T Weiss, Ayobami Akenroye\",\"doi\":\"10.1016/j.jaci.2024.10.028\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>There have been multiple reports of the anti-IL4Rα agent, dupilumab, as associated with the onset and/or progression of cutaneous T-cell lymphoma (CTCL).</p><p><strong>Objective: </strong>We sought to evaluate safety signals associated with dupilumab, with a focus on CTCL, and to evaluate possible underlying mechanism(s) for the potential association.</p><p><strong>Methods: </strong>First, we used the FDA pharmacovigilance database, FAERS, to evaluate if dupilumab was associated with CTCL including both positive controls (conjunctivitis, eosinophilia, and arthralgia) and exposure controls (other medications with similar indications including JAK-inhibitors and the anti-IL13, tralokinumab,) to reduce and evaluate confounding bias. Thereafter, we used publicly available bulk and single cell-RNA seq datasets to probe possible underlying mechanisms through which dupilumab might be associated with CTCL.</p><p><strong>Results: </strong>Between January 2019 and Q2 of 2023, there were 181,575 unique reports of dupilumab related adverse events (AE) in FAERS with 606 of these being for a neoplasm. Dupilumab had 30.0 times the proportional reporting ratio (PRR) (95% CI: 25.0 - 35.9) for CTCL compared to all other medications in FAERS. The risk was highest in males aged 45-65. The PRR for conjunctivitis, eosinophilia, and arthralgia, known side effects of dupilumab, were 35.6 (34.4 - 36.8), 2.15 (2.00 - 2.31), and 2.14 (2.07 - 2.18) respectively. Using the log-count normalized PRR (AE score) to account for PRR inflation when reports were small, the top safety signals included conjunctivitis (AEscore 8.3) and CTCL (AEscore 4.9). Bulk RNA sequencing data showed changes in IL4RA and IL13RA1 expression in CTCL and in epidermal layers of atopic dermatitis (AD) biopsies. Single-cell transcriptomic studies revealed that this change was similar in AD and CTCL, and that keratinocytes seemed to be the most divergent cell type with regards to IL4R and IL13RA1. An effect on keratinocyte specific gene expression was also independently observed in available bulk RNA sequencing data.</p><p><strong>Conclusion: </strong>These data suggest that dupilumab might be causing an unmasking or progression of CTCL via the same mechanism through which it improves atopic dermatitis: IL13 receptor blockade, which leads to increased IL13 in the local milieu, driving CTCL stimulation and progression. However, these associations need further evaluation given the inherent limitations of the FAERS database and our non-experimental approach.</p>\",\"PeriodicalId\":14936,\"journal\":{\"name\":\"Journal of Allergy and Clinical Immunology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":11.4000,\"publicationDate\":\"2024-11-07\",\"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.2024.10.028\",\"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.2024.10.028","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ALLERGY","Score":null,"Total":0}
引用次数: 0

摘要

背景:关于抗IL4Rα药物杜匹单抗与皮肤T细胞淋巴瘤(CTCL)的发病和/或进展有关的报道很多:有多篇报道称抗IL4Rα药物杜匹单抗与皮肤T细胞淋巴瘤(CTCL)的发生和/或进展有关:我们试图评估与dupilumab相关的安全信号,重点是CTCL,并评估潜在关联的可能内在机制:首先,我们使用 FDA 药物警戒数据库 FAERS 来评估杜匹鲁单抗是否与 CTCL 相关,包括阳性对照(结膜炎、嗜酸性粒细胞增多症和关节痛)和暴露对照(具有类似适应症的其他药物,包括 JAK 抑制剂和抗 IL13 药物曲洛单抗),以减少和评估混杂偏倚。此后,我们利用公开的大样本和单细胞RNA seq数据集来探究dupilumab可能与CTCL相关的潜在机制:结果:2019年1月至2023年第二季度,FAERS共收到181575份与杜匹单抗相关的不良事件(AE)报告,其中606份报告涉及肿瘤。与FAERS中的所有其他药物相比,杜匹单抗的CTCL比例报告比(PRR)为30.0倍(95% CI:25.0 - 35.9)。45-65岁男性的风险最高。Dupilumab的已知副作用结膜炎、嗜酸性粒细胞增多和关节痛的PRR分别为35.6(34.4 - 36.8)、2.15(2.00 - 2.31)和2.14(2.07 - 2.18)。使用对数归一化 PRR(AE 评分)来考虑报告较少时的 PRR 膨胀,最高的安全性信号包括结膜炎(AE 评分 8.3)和 CTCL(AE 评分 4.9)。大量 RNA 测序数据显示,IL4RA 和 IL13RA1 在 CTCL 和特应性皮炎(AD)活检组织表皮层的表达发生了变化。单细胞转录组研究显示,这种变化在 AD 和 CTCL 中相似,而角质形成细胞似乎是 IL4R 和 IL13RA1 表达差异最大的细胞类型。在现有的大量 RNA 测序数据中,也独立观察到了对角朊细胞特异性基因表达的影响:这些数据表明,dupilumab 可能会通过其改善特应性皮炎的相同机制导致 CTCL 的解蔽或进展:这些数据表明,dupilumab 可能通过其改善特应性皮炎的相同机制导致 CTCL 的解蔽或进展:IL13 受体阻断,导致局部环境中 IL13 增加,从而推动 CTCL 的刺激和进展。不过,鉴于 FAERS 数据库的固有局限性和我们的非实验方法,这些关联还需要进一步评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrative epidemiology and immuno-transcriptomics uncover a risk and potential mechanism for cutaneous lymphoma unmasking or progression with dupilumab therapy.

Background: There have been multiple reports of the anti-IL4Rα agent, dupilumab, as associated with the onset and/or progression of cutaneous T-cell lymphoma (CTCL).

Objective: We sought to evaluate safety signals associated with dupilumab, with a focus on CTCL, and to evaluate possible underlying mechanism(s) for the potential association.

Methods: First, we used the FDA pharmacovigilance database, FAERS, to evaluate if dupilumab was associated with CTCL including both positive controls (conjunctivitis, eosinophilia, and arthralgia) and exposure controls (other medications with similar indications including JAK-inhibitors and the anti-IL13, tralokinumab,) to reduce and evaluate confounding bias. Thereafter, we used publicly available bulk and single cell-RNA seq datasets to probe possible underlying mechanisms through which dupilumab might be associated with CTCL.

Results: Between January 2019 and Q2 of 2023, there were 181,575 unique reports of dupilumab related adverse events (AE) in FAERS with 606 of these being for a neoplasm. Dupilumab had 30.0 times the proportional reporting ratio (PRR) (95% CI: 25.0 - 35.9) for CTCL compared to all other medications in FAERS. The risk was highest in males aged 45-65. The PRR for conjunctivitis, eosinophilia, and arthralgia, known side effects of dupilumab, were 35.6 (34.4 - 36.8), 2.15 (2.00 - 2.31), and 2.14 (2.07 - 2.18) respectively. Using the log-count normalized PRR (AE score) to account for PRR inflation when reports were small, the top safety signals included conjunctivitis (AEscore 8.3) and CTCL (AEscore 4.9). Bulk RNA sequencing data showed changes in IL4RA and IL13RA1 expression in CTCL and in epidermal layers of atopic dermatitis (AD) biopsies. Single-cell transcriptomic studies revealed that this change was similar in AD and CTCL, and that keratinocytes seemed to be the most divergent cell type with regards to IL4R and IL13RA1. An effect on keratinocyte specific gene expression was also independently observed in available bulk RNA sequencing data.

Conclusion: These data suggest that dupilumab might be causing an unmasking or progression of CTCL via the same mechanism through which it improves atopic dermatitis: IL13 receptor blockade, which leads to increased IL13 in the local milieu, driving CTCL stimulation and progression. However, these associations need further evaluation given the inherent limitations of the FAERS database and our non-experimental approach.

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
CiteScore
25.90
自引率
7.70%
发文量
1302
审稿时长
38 days
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.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信