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利用基因表达的小鼠微环境细胞群体计数方法来估计小鼠样本中组织浸润免疫和基质细胞群体的丰度。

The murine Microenvironment Cell Population counter method to estimate abundance of tissue-infiltrating immune and stromal cell populations in murine samples using gene expression.

机构信息

Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Team Inflammation, Complement and Cancer, F-75006, Paris, France.

Programme Cartes d'Identité des Tumeurs, Ligue Nationale contre le Cancer, F-75013, Paris, France.

出版信息

Genome Med. 2020 Oct 6;12(1):86. doi: 10.1186/s13073-020-00783-w.

Abstract

Quantifying tissue-infiltrating immune and stromal cells provides clinically relevant information for various diseases. While numerous methods can quantify immune or stromal cells in human tissue samples from transcriptomic data, few are available for mouse studies. We introduce murine Microenvironment Cell Population counter (mMCP-counter), a method based on highly specific transcriptomic markers that accurately quantify 16 immune and stromal murine cell populations. We validated mMCP-counter with flow cytometry data and showed that mMCP-counter outperforms existing methods. We showed that mMCP-counter scores are predictive of response to immune checkpoint blockade in cancer mouse models and identify early immune impacts of Alzheimer's disease.

摘要

量化组织浸润免疫细胞和基质细胞可为各种疾病提供临床相关信息。虽然有许多方法可以从转录组数据中定量分析人类组织样本中的免疫细胞或基质细胞,但适用于小鼠研究的方法却很少。我们介绍了一种基于高度特异性转录组标志物的方法,即小鼠微环境细胞群体计数器 (mMCP-counter),该方法可准确量化 16 种免疫细胞和基质细胞群体。我们使用流式细胞术数据验证了 mMCP-counter,结果表明该方法优于现有的方法。我们还表明,mMCP-counter 评分可预测癌症小鼠模型对免疫检查点阻断的反应,并确定了阿尔茨海默病的早期免疫影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7254/7541325/0e5c31174dbf/13073_2020_783_Fig1_HTML.jpg

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