172 Cancer immunotherapy response monitoring with whole blood immuno-transcriptomic profiling

转录组 免疫疗法 肿瘤科 黑色素瘤 癌症 免疫检查点 基因表达谱 内科学 癌症免疫疗法 佐剂 医学 免疫系统 癌症研究 基因表达 基因 生物 免疫学 生物化学
作者
Pedro Romero,Laura Ciarloni,Noushin Hadadi,Rutger H.T. Koornstra,Sandra van Wilpe,Eric Durandau,Sahar Hosseinian Ehrensberger,Sylvain Monnier-Benoit,Niven Mehra
出处
期刊:
标识
DOI:10.1136/jitc-2023-sitc2023.0172
摘要

Background

Immune checkpoint inhibitor (ICI)-based immunotherapy has become standard of care in a growing number of advanced cancer indications. Recently, its use has been extended to the adjuvant and even neoadjuvant settings in a few solid tumor types. Despite this tremendous progress, however, a significant proportion of patients across cancer types fail to achieve clinical benefit. For metastatic melanoma (MM), the response rate is 40–60%. Redirecting non-responding patients to other therapeutic options is desired to avoid unnecessary side effects and improve patient outcomes. Whole blood transcriptome has been successfully applied to ICI response monitoring in metastatic urothelial cancer1 and shows great potential for MM.

Methods

Whole blood samples from 29 patients with BRAF+ and high lactate dehydrogenase MM were collected before and after 6 or 12 weeks of anti-PD-1/CTLA-4 combination treatment. Nineteen were classified as responders (R) (progression-free survival (PFS) ≥ 6 months) and 10 as non-responders (NR).Transcriptome profiles were generated by RNA-seq and Differential Expression Genes (DEG) were identified by combining differential expression analysis (DEA) and advanced multivariate machine learning analysis (MLA). Biological relevancy was assessed by over representation and gene network analysis.

Results

DEA and MLA between baseline and on-treatment samples from responders (R) identified 141 DEGs associated with early response to the treatment. Functional analysis of the 141 DEGs revealed upregulated cell proliferation, immune checkpoint proteins and interferon-regulated genes. These results are in line with theoretical expectations from the therapy. Interestingly, similar pathway enrichments were observed in our previous analysis of a mUC ICI-treated cohort,1 suggesting a common modulation of immune programming upon immunotherapy, independent of the targeted disease.

Conclusions

In conclusion, whole blood immuno-transcriptome profiling combined with proprietary advanced data analytics identified biomarkers for the monitoring of ICI response in MM and mUC and offers new insights that may help understanding the underlying processes and mechanism of action.

Reference

vanWilpe S, Wosika V, Ciarloni L. Whole Blood Transcriptome Profiling Identifies DNA Replication and Cell Cycle Regulation as Early Marker of Response to Anti-PD-1 in Patients with Urothelial Cancer. Cancers. 2021;13.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
maxwell发布了新的文献求助10
刚刚
Dr-xu0002发布了新的文献求助10
刚刚
Adzuki0812发布了新的文献求助30
刚刚
1秒前
开朗发布了新的文献求助10
1秒前
1秒前
yuri完成签到 ,获得积分10
2秒前
复杂芷文完成签到,获得积分10
2秒前
蜜汁章鱼丸完成签到 ,获得积分10
5秒前
小白完成签到,获得积分10
6秒前
11秒前
11秒前
12秒前
lucky应助科研通管家采纳,获得30
12秒前
12秒前
12秒前
画仲人完成签到,获得积分10
12秒前
所所应助科研通管家采纳,获得10
12秒前
大模型应助科研通管家采纳,获得10
12秒前
小二郎应助科研通管家采纳,获得10
12秒前
Jasper应助科研通管家采纳,获得10
12秒前
molihuakai应助科研通管家采纳,获得10
12秒前
脸小呆呆完成签到 ,获得积分10
13秒前
宸骐完成签到,获得积分10
13秒前
画仲人发布了新的文献求助10
14秒前
14秒前
明理夜山发布了新的文献求助10
14秒前
充电宝应助安详世平采纳,获得10
15秒前
15秒前
科研通AI2S应助djuanyx采纳,获得10
16秒前
酷波er应助昧冒冰采纳,获得10
18秒前
hansJAMA发布了新的文献求助30
21秒前
Zeno完成签到,获得积分20
22秒前
24秒前
25秒前
田様应助紧张的毛衣采纳,获得10
26秒前
马明皓完成签到,获得积分10
26秒前
27秒前
Akim应助开朗采纳,获得10
27秒前
ding应助Zeno采纳,获得10
27秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Markov Chain Monte Carlo 5000
Weaponeering: An Introduction Fourth Edition, Volume 1 1000
Advanced Weaponeering Fourth Edition, Volume 2 1000
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7494266
求助须知:如何正确求助?哪些是违规求助? 9085715
关于积分的说明 19377521
捐赠科研通 7106130
什么是DOI,文献DOI怎么找? 3249694
关于科研通互助平台的介绍 2419128
邀请新用户注册赠送积分活动 2235418