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
念yu应助沛沛采纳,获得10
刚刚
哼哼哒发布了新的文献求助10
刚刚
orixero应助减简采纳,获得10
1秒前
科研通AI6.3应助谦让静槐采纳,获得10
1秒前
CipherSage应助减简采纳,获得10
2秒前
ding应助减简采纳,获得10
2秒前
李健应助减简采纳,获得30
2秒前
脑洞疼应助减简采纳,获得30
2秒前
爆米花应助减简采纳,获得30
2秒前
桐桐应助减简采纳,获得10
2秒前
2秒前
Hello应助减简采纳,获得30
2秒前
小巧的箴发布了新的文献求助10
3秒前
3秒前
lt1014发布了新的文献求助30
4秒前
汉堡包应助早睡早起采纳,获得10
6秒前
科研通AI6.2应助Hikx采纳,获得10
6秒前
万能图书馆应助美满元风采纳,获得10
6秒前
韦德德完成签到,获得积分10
6秒前
8秒前
星星轨迹完成签到,获得积分10
8秒前
8秒前
8秒前
Rich发布了新的文献求助10
9秒前
李健的小迷弟应助哼哼哒采纳,获得10
9秒前
10秒前
xuelanghu发布了新的文献求助10
11秒前
英姑应助ljy采纳,获得30
11秒前
3333333333应助小孙采纳,获得10
12秒前
111发布了新的文献求助10
13秒前
14秒前
18秒前
VDC完成签到,获得积分0
19秒前
共享精神应助科研小虫采纳,获得10
20秒前
曲初雪完成签到,获得积分10
20秒前
路灯下的小伙完成签到,获得积分10
20秒前
20秒前
怕黑访云发布了新的文献求助10
22秒前
香蕉觅云应助拉长的南琴采纳,获得10
23秒前
不安毛豆完成签到,获得积分10
23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
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场现状调查及投资机会研判报告 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场规模及竞争格局分析报告 1000
48V Low-voltage Power Distribution Network (PDN) Architecture Industry Report, 2024 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
适配Micro-LED色转换的高兼容性量子点负性光刻胶制备与工艺研究 500
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 7315906
求助须知:如何正确求助?哪些是违规求助? 8931922
关于积分的说明 18933756
捐赠科研通 6975917
什么是DOI,文献DOI怎么找? 3213957
关于科研通互助平台的介绍 2381933
邀请新用户注册赠送积分活动 2192582