Suppr超能文献

在 DAWN 2 期临床试验中,鉴定出一个遗传特征,该特征可使复发/难治性滤泡性淋巴瘤对伊布替尼治疗产生应答。

Identification of a genetic signature enriching for response to ibrutinib in relapsed/refractory follicular lymphoma in the DAWN phase 2 trial.

机构信息

Janssen Research & Development, Spring House, Pennsylvania, USA.

Lymphoma Program, Abramson Cancer Center of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.

出版信息

Cancer Med. 2022 Jan;11(1):61-73. doi: 10.1002/cam4.4422. Epub 2021 Nov 17.

Abstract

BACKGROUND

The single-arm DAWN trial (NCT01779791) of ibrutinib monotherapy in patients with relapsed/refractory follicular lymphoma (FL) showed an overall response rate (ORR) of 20.9% and a median response duration of 19.4 months. This biomarker analysis of the DAWN dataset sought to determine genetic classifiers for prediction of response to ibrutinib treatment.

METHODS

Whole exome sequencing was performed on baseline tumor samples. Potential germline variants were excluded; a custom set of 1216 cancer-related genes was examined. Responder- versus nonresponder-associated variants were identified using Fisher's exact test. Classifiers with increasing numbers of genes were created using a greedy algorithm that repeatedly selected genes, adding the most nonresponders to the existing "predicted nonresponders" set and were evaluated with 10-fold cross-validation.

RESULTS

Exome data were generated from 88 patient samples and 13,554 somatic mutation variants were inferred. Response data were available for 83 patients (17 responders, 66 nonresponders). Each sample showed 100 to >500 mutated genes, with greater variance across nonresponders. The overall variant pattern was consistent with previous FL studies; 75 genes had mutations in >10% of patients, including genes previously reported as associated with FL. Univariate analysis yielded responder-associated genes FANCA, HISTH1B, ANXA6, BTG1, and PARP10, highlighting the importance of functions outside of B-cell receptor signaling, including epigenetic processes, DNA damage repair, cell cycle/proliferation, and cell motility/invasiveness. While nonresponder-associated genes included well-known TP53 and CARD11, genetic classifiers developed using nonresponder-associated genes included ATP6AP1, EP400, ARID1A, SOCS1, and TBL1XR1, suggesting resistance to ibrutinib may be related to broad biological functions connected to epigenetic modification, telomere maintenance, and cancer-associated signaling pathways (mTOR, JAK/STAT, NF-κB).

CONCLUSION

The results from univariate and genetic classifier analyses provide insights into genes associated with response or resistance to ibrutinib in FL and identify a classifier developed using nonresponder-associated genes, which warrants further investigation.

TRIAL REGISTRATION

NCT01779791.

摘要

背景

伊布替尼单药治疗复发/难治性滤泡淋巴瘤(FL)的单臂 DAWN 试验(NCT01779791)显示总缓解率(ORR)为 20.9%,中位缓解持续时间为 19.4 个月。这项 DAWN 数据集的生物标志物分析旨在确定预测伊布替尼治疗反应的遗传分类器。

方法

对基线肿瘤样本进行全外显子组测序。排除潜在的种系变异;检查了一组 1216 个与癌症相关的基因。使用 Fisher 精确检验确定应答者与非应答者相关的变异。使用贪婪算法创建具有越来越多基因的分类器,该算法反复选择基因,将最多的无应答者添加到现有的“预测无应答者”集中,并通过 10 倍交叉验证进行评估。

结果

从 88 名患者样本中生成外显子数据,推断出 13554 个体细胞突变变体。有 83 名患者(17 名应答者,66 名无应答者)可获得应答数据。每个样本显示 100 到> 500 个突变基因,无应答者的变异更大。总体变异模式与之前的 FL 研究一致;75 个基因在> 10%的患者中有突变,包括先前报道与 FL 相关的基因。单变量分析产生了与应答者相关的基因 FANCA、HISTH1B、ANXA6、BTG1 和 PARP10,突出了 B 细胞受体信号传导以外的功能的重要性,包括表观遗传过程、DNA 损伤修复、细胞周期/增殖和细胞迁移/侵袭。虽然无应答者相关基因包括众所周知的 TP53 和 CARD11,但使用无应答者相关基因开发的遗传分类器包括 ATP6AP1、EP400、ARID1A、SOCS1 和 TBL1XR1,表明对伊布替尼的耐药性可能与广泛的生物学功能有关,这些功能与表观遗传修饰、端粒维持和癌症相关信号通路(mTOR、JAK/STAT、NF-κB)有关。

结论

单变量和遗传分类器分析的结果提供了与 FL 中伊布替尼应答或耐药相关的基因的见解,并确定了使用无应答者相关基因开发的分类器,值得进一步研究。

试验注册

NCT01779791。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f17d/8704158/b3dfcc21614e/CAM4-11-61-g003.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验