Characterization of immune cell populations in the tumor microenvironment of colorectal cancer using high definition spatial profiling

结直肠癌 肿瘤微环境 免疫系统 转录组 基因表达谱 人口 计算生物学 生物 癌症研究 基因表达 基因 癌症 免疫学 遗传学 医学 环境卫生
作者
Michelli F. Oliveira,Juan P. Romero,Meii Chung,Steven Williams,Andrew D. Gottscho,Anushka Gupta,Susan E. Pilipauskas,Syrus Mohabbat,Nandhini Raman,David J. Sukovich,David Patterson,Sarah E. B. Taylor
标识
DOI:10.1101/2024.06.04.597233
摘要

Abstract Colorectal cancer (CRC) is the second-deadliest cancer in the world, yet a deeper understanding of spatial patterns of gene expression in the tumor microenvironment (TME) remains elusive. Here, we introduce the Visium HD platform (10x Genomics) and use it to investigate human CRC and normal adjacent mucosal tissues from formalin fixed paraffin embedded (FFPE) samples. The first assay available on Visium HD is a probe-based spatial transcriptomics workflow that was developed to enable whole transcriptome single cell scale analysis. We demonstrate highly refined unsupervised spatial clustering in Visium HD data that aligns with the hallmarks of colon tissue morphology and is notably improved over earlier Visium assays. Using serial sections from the same FFPE blocks we generate a single cell atlas of our samples, then we integrate the data to comprehensively characterize the immune cell types present in the TME, specifically at the tumor periphery. We observed enrichment of two pro-tumor macrophage subpopulations with differential gene expression profiles that were localized within distinct tumor regions. Further characterization of the T cells present in one of the samples revealed a clonal expansion that we were able to localize in the tissue using in situ gene expression analysis. In situ analysis also allowed us to perform in-depth characterization of the microenvironment of the clonally expanded T cell population and we identified a third macrophage subpopulation with gene expression profiles consistent with an anti-tumor response. Our study provides a comprehensive map of the cellular composition of the CRC TME and identifies phenotypically and spatially distinct immune cell populations within it. We show that the single cell-scale resolution afforded by Visium HD and the whole transcriptome nature of the assay allows investigations into cellular function and interaction at the tumor periphery in FFPE tissues, which has not been previously possible.
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
量子星尘发布了新的文献求助20
刚刚
刚刚
刚刚
田様应助kelvin采纳,获得10
1秒前
w1m关注了科研通微信公众号
2秒前
郭喆发布了新的文献求助10
2秒前
子璇发布了新的文献求助10
2秒前
科研通AI2S应助czz2007采纳,获得10
3秒前
刘瀚臻发布了新的文献求助10
4秒前
mmmmm完成签到,获得积分10
5秒前
正直静曼发布了新的文献求助10
6秒前
CodeCraft应助科研通管家采纳,获得10
6秒前
无极微光应助科研通管家采纳,获得20
6秒前
汉堡包应助科研通管家采纳,获得10
6秒前
田様应助科研通管家采纳,获得10
6秒前
CipherSage应助科研通管家采纳,获得10
6秒前
一天完成签到,获得积分10
6秒前
科研通AI6应助科研通管家采纳,获得30
6秒前
香蕉觅云应助科研通管家采纳,获得10
7秒前
赘婿应助科研通管家采纳,获得10
7秒前
科研通AI6应助科研通管家采纳,获得10
7秒前
浮游应助科研通管家采纳,获得10
7秒前
7秒前
搜集达人应助科研通管家采纳,获得20
7秒前
科目三应助科研通管家采纳,获得10
7秒前
科研通AI5应助科研通管家采纳,获得10
8秒前
在水一方应助科研通管家采纳,获得10
8秒前
8秒前
万能图书馆应助李金金采纳,获得10
9秒前
小蘑菇应助刘瀚臻采纳,获得10
10秒前
乐乐应助刘瀚臻采纳,获得10
10秒前
liuze完成签到 ,获得积分10
10秒前
11秒前
SDM发布了新的文献求助10
11秒前
12秒前
科研通AI5应助辛勤的友灵采纳,获得10
13秒前
djx发布了新的文献求助10
13秒前
emma完成签到,获得积分10
14秒前
yu完成签到,获得积分10
16秒前
菜菜完成签到,获得积分10
16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
The Social Work Ethics Casebook(2nd,Frederic G. R) 600
A novel angiographic index for predicting the efficacy of drug-coated balloons in small vessels 500
Textbook of Neonatal Resuscitation ® 500
The Affinity Designer Manual - Version 2: A Step-by-Step Beginner's Guide 500
Affinity Designer Essentials: A Complete Guide to Vector Art: Your Ultimate Handbook for High-Quality Vector Graphics 500
Optimisation de cristallisation en solution de deux composés organiques en vue de leur purification 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 5087017
求助须知:如何正确求助?哪些是违规求助? 4302540
关于积分的说明 13408011
捐赠科研通 4127749
什么是DOI,文献DOI怎么找? 2260458
邀请新用户注册赠送积分活动 1264739
关于科研通互助平台的介绍 1198892