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通过泛癌临床试验的大数据挖掘探索免疫检查点抑制剂诱导的不良事件情况

Exploring the Landscape of Immune Checkpoint Inhibitor-Induced Adverse Events Through Big Data Mining of Pan-Cancer Clinical Trials.

作者信息

Fadlullah Muhammad Zaki Hidayatullah, Lin Ching-Nung, Coleman Samuel, Young Arabella, Naqash Abdul Rafeh, Hu-Lieskovan Siwen, Tan Aik Choon

机构信息

Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.

Department of Biomedical Informatics, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.

出版信息

Oncologist. 2024 May 3;29(5):415-421. doi: 10.1093/oncolo/oyae012.

DOI:10.1093/oncolo/oyae012
PMID:38330451
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11067818/
Abstract

PURPOSE

Immune checkpoint inhibitors (ICIs) have significantly improved the survival of patients with cancer and provided long-term durable benefit. However, ICI-treated patients develop a range of toxicities known as immune-related adverse events (irAEs), which could compromise clinical benefits from these treatments. As the incidence and spectrum of irAEs differs across cancer types and ICI agents, it is imperative to characterize the incidence and spectrum of irAEs in a pan-cancer cohort to aid clinical management.

DESIGN

We queried >400 000 trials registered at ClinicalTrials.gov and retrieved a comprehensive pan-cancer database of 71 087 ICI-treated participants from 19 cancer types and 7 ICI agents. We performed data harmonization and cleaning of these trial results into 293 harmonized adverse event categories using Medical Dictionary for Regulatory Activities.

RESULTS

We developed irAExplorer (https://irae.tanlab.org), an interactive database that focuses on adverse events in patients administered with ICIs from big data mining. irAExplorer encompasses 71 087 distinct clinical trial participants from 343 clinical trials across 19 cancer types with well-annotated ICI treatment regimens and harmonized adverse event categories. We demonstrated a few of the irAE analyses through irAExplorer and highlighted some associations between treatment- or cancer-specific irAEs.

CONCLUSION

The irAExplorer is a user-friendly resource that offers exploration, validation, and discovery of treatment- or cancer-specific irAEs across pan-cancer cohorts. We envision that irAExplorer can serve as a valuable resource to cross-validate users' internal datasets to increase the robustness of their findings.

摘要

目的

免疫检查点抑制剂(ICI)显著提高了癌症患者的生存率,并带来了长期持久的益处。然而,接受ICI治疗的患者会出现一系列被称为免疫相关不良事件(irAE)的毒性反应,这可能会削弱这些治疗的临床益处。由于不同癌症类型和ICI药物的irAE发生率和谱不同,因此必须在泛癌队列中描述irAE的发生率和谱,以辅助临床管理。

设计

我们查询了在ClinicalTrials.gov注册的40多万项试验,并从19种癌症类型和7种ICI药物中检索了一个包含71087名接受ICI治疗参与者的综合泛癌数据库。我们使用《药物监管活动医学词典》对这些试验结果进行了数据协调和清理,将其归纳为293个协调一致的不良事件类别。

结果

我们开发了irAExplorer(https://irae.tanlab.org),这是一个交互式数据库,专注于通过大数据挖掘来研究接受ICI治疗患者的不良事件。irAExplorer涵盖了来自19种癌症类型的343项临床试验中的71087名不同的临床试验参与者,这些参与者有详细注释的ICI治疗方案和协调一致的不良事件类别。我们通过irAExplorer展示了一些irAE分析,并强调了治疗或癌症特异性irAE之间的一些关联。

结论

irAExplorer是一个用户友好的资源,可用于探索、验证和发现泛癌队列中治疗或癌症特异性的irAE。我们设想,irAExplorer可以作为一个有价值的资源,用于交叉验证用户的内部数据集,以增强其研究结果的稳健性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/e4240d5daed8/oyae012_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/dd67505461f9/oyae012_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/05fe87a6b1c0/oyae012_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/e4240d5daed8/oyae012_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/dd67505461f9/oyae012_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/05fe87a6b1c0/oyae012_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60b9/11067818/e4240d5daed8/oyae012_fig3.jpg

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2
Relatlimab and Nivolumab versus Nivolumab in Untreated Advanced Melanoma.Relatlimab 和 Nivolumab 对比 Nivolumab 用于未经治疗的晚期黑色素瘤。
N Engl J Med. 2022 Jan 6;386(1):24-34. doi: 10.1056/NEJMoa2109970.
3
Immune checkpoint inhibitors-associated pericardial disease: a systematic review of case reports.
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Cancer Immunol Immunother. 2021 Oct;70(10):3041-3053. doi: 10.1007/s00262-021-02938-z. Epub 2021 Apr 20.
4
A Review of Cancer Immunotherapy Toxicity: Immune Checkpoint Inhibitors.癌症免疫疗法毒性综述:免疫检查点抑制剂。
J Med Toxicol. 2021 Oct;17(4):411-424. doi: 10.1007/s13181-021-00833-8. Epub 2021 Apr 7.
5
Cancer Immunotherapy Update: FDA-Approved Checkpoint Inhibitors and Companion Diagnostics.癌症免疫疗法更新:FDA 批准的检查点抑制剂和伴随诊断。
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6
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