Intrinsic Molecular Subtypes of Metastatic Castration-Resistant Prostate Cancer

前列腺癌 基因表达谱 PTEN公司 生物 癌症 肿瘤科 转移 医学 内科学 癌症研究 生物信息学 基因 基因表达 遗传学 PI3K/AKT/mTOR通路 细胞凋亡
作者
Eric Feng,Nicholas R. Rydzewski,Meng Zhang,Arian Lundberg,Matthew L. Bootsma,Kyle T. Helzer,Joshua M. Lang,Rahul Aggarwal,Eric J. Small,David A. Quigley,Martin Sjöström,Shuang G. Zhao
出处
期刊:Clinical Cancer Research [American Association for Cancer Research]
卷期号:28 (24): 5396-5404 被引量:19
标识
DOI:10.1158/1078-0432.ccr-22-2567
摘要

Abstract Purpose: Although numerous biology-driven subtypes have been described previously in metastatic castration-resistant prostate cancer (mCRPC), unsupervised molecular subtyping based on gene expression has been less studied, especially using large cohorts. Thus, we sought to identify the intrinsic molecular subtypes of mCRPC and assess molecular and clinical correlates in the largest combined cohort of mCRPC samples with gene expression data available to date. Experimental Design: We combined and batch-effect corrected gene expression data from four mCRPC cohorts from the Fred Hutchinson Cancer Research Center (N = 157), a small-cell neuroendocrine (NE) prostate cancer (SCNC)–enriched cohort from Weill Cornell Medicine (N = 49), and cohorts from the Stand Up 2 Cancer/Prostate Cancer Foundation East Coast Dream Team (N = 266) and the West Coast Dream Team (N = 162). Results: Hierarchical clustering of RNA-sequencing data from these 634 mCRPC samples identified two distinct adenocarcinoma subtypes, one of which (adeno-immune) was characterized by higher gene expression of immune pathways, higher CIBERSORTx immune scores, diminished ASI benefit, and non–lymph node metastasis tropism compared with an adeno-classic subtype. We also identified two distinct subtypes with enrichment for an NE phenotype, including an NE-liver subgroup characterized by liver metastasis tropism, PTEN loss, and APC and SPOP mutations compared with an NE-classic subgroup. Conclusions: Our results emphasize the heterogeneity of mCRPC beyond currently accepted molecular phenotypes, and suggest that future studies should consider incorporating transcriptome-wide profiling to better understand how these differences impact treatment responses and outcomes.
最长约 10秒,即可获得该文献文件

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
刚刚
刚刚
科研通AI6.4应助卢乃旋采纳,获得10
刚刚
longer发布了新的文献求助10
1秒前
xxxxx完成签到,获得积分10
2秒前
woshi123应助故意的亦云采纳,获得10
2秒前
3秒前
3秒前
4秒前
东山道友完成签到 ,获得积分10
4秒前
你笑一下嘛zz完成签到,获得积分10
4秒前
4秒前
Lucky完成签到,获得积分10
4秒前
5秒前
5秒前
Wang完成签到 ,获得积分10
6秒前
7秒前
7秒前
7秒前
Lucky发布了新的文献求助10
8秒前
遇见馅儿饼完成签到,获得积分10
8秒前
Wei发布了新的文献求助10
8秒前
专注雨南完成签到,获得积分10
8秒前
刚刚好发布了新的文献求助10
9秒前
9秒前
10秒前
是多少发布了新的文献求助10
10秒前
10秒前
领导范儿应助蕴蝶采纳,获得10
10秒前
10秒前
11秒前
自由发布了新的文献求助10
12秒前
13秒前
13秒前
13秒前
狗狗大王完成签到,获得积分20
14秒前
三家分晋发布了新的文献求助10
14秒前
16秒前
英姑应助LIANG采纳,获得30
16秒前
是多少完成签到,获得积分10
17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
Principles of town planning: translating concepts to applications 1000
内視鏡的に摘除しえた十二指腸乳頭部腫瘍の2例 660
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Interpolation and Regression Models for the Chemical Engineer: Solving Numerical Problems 400
The Neuroscience of Language 400
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 7687289
求助须知:如何正确求助?哪些是违规求助? 9250306
关于积分的说明 19961964
捐赠科研通 7260239
什么是DOI,文献DOI怎么找? 3289775
关于科研通互助平台的介绍 2446665
邀请新用户注册赠送积分活动 2294282