Suppr超能文献

乳腺肿瘤的整体和单细胞分析确定TREM-1是与不良预后相关的主要免疫抑制标志物。

Bulk and Single-Cell Profiling of Breast Tumors Identifies TREM-1 as a Dominant Immune Suppressive Marker Associated With Poor Outcomes.

作者信息

Pullikuth Ashok K, Routh Eric D, Zimmerman Kip D, Chifman Julia, Chou Jeff W, Soike Michael H, Jin Guangxu, Su Jing, Song Qianqian, Black Michael A, Print Cristin, Bedognetti Davide, Howard-McNatt Marissa, O'Neill Stacey S, Thomas Alexandra, Langefeld Carl D, Sigalov Alexander B, Lu Yong, Miller Lance D

机构信息

Department of Cancer Biology, Wake Forest School of Medicine, Winston Salem, NC, United States.

Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

出版信息

Front Oncol. 2021 Dec 8;11:734959. doi: 10.3389/fonc.2021.734959. eCollection 2021.

Abstract

BACKGROUND

Triggering receptor expressed on myeloid cells (TREM)-1 is a key mediator of innate immunity previously associated with the severity of inflammatory disorders, and more recently, the inferior survival of lung and liver cancer patients. Here, we investigated the prognostic impact and immunological correlates of expression in breast tumors.

METHODS

Breast tumor microarray and RNAseq expression profiles (n=4,364 tumors) were analyzed for associations between gene expression, tumor immune subtypes, distant metastasis-free survival (DMFS) and clinical response to neoadjuvant chemotherapy (NAC). Single-cell (sc)RNAseq was performed using the 10X Genomics platform. Statistical associations were assessed by logistic regression, Cox regression, Kaplan-Meier analysis, Spearman correlation, Student's t-test and Chi-square test.

RESULTS

In pre-treatment biopsies, and known TREM-1 inducible cytokines (IL1B, IL8) were discovered by a statistical ranking procedure as top genes for which high expression was associated with reduced response to NAC, but only in the context of immunologically "hot" tumors otherwise associated with a high NAC response rate. In surgical specimens, expression varied among tumor molecular subtypes, with highest expression in the more aggressive subtypes (Basal-like, HER2-E). High significantly and reproducibly associated with inferior distant metastasis-free survival (DMFS), independent of conventional prognostic markers. Notably, the association between high and inferior DMFS was most prominent in the subset of immunogenic tumors that exhibited the immunologically hot phenotype and otherwise associated with superior DMFS. Further observations from bulk and single-cell RNAseq analyses indicated that expression was significantly enriched in polymorphonuclear myeloid-derived suppressor cells (PMN-MDSCs) and M2-like macrophages, and correlated with downstream transcriptional targets of TREM-1 (, , , 1, ) which have been previously associated with pro-tumorigenic and immunosuppressive functions.

CONCLUSIONS

Together, these findings indicate that increased expression is prognostic of inferior breast cancer outcomes and may contribute to myeloid-mediated breast cancer progression and immune suppression.

摘要

背景

髓系细胞触发受体(TREM)-1是先天性免疫的关键介质,此前与炎症性疾病的严重程度相关,最近又与肺癌和肝癌患者较差的生存率相关。在此,我们研究了其在乳腺肿瘤中的预后影响及免疫相关性。

方法

分析乳腺肿瘤微阵列和RNA测序表达谱(n = 4364个肿瘤),以研究基因表达、肿瘤免疫亚型、无远处转移生存期(DMFS)和对新辅助化疗(NAC)的临床反应之间的关联。使用10X基因组学平台进行单细胞(sc)RNA测序。通过逻辑回归、Cox回归、Kaplan-Meier分析、Spearman相关性分析、Student t检验和卡方检验评估统计学关联。

结果

在治疗前活检中,通过统计排序程序发现TREM-1及已知的TREM-1诱导性细胞因子(IL1B、IL8)是高表达与NAC反应降低相关的顶级基因,但仅在免疫“热”肿瘤的背景下如此,而免疫“热”肿瘤通常与高NAC反应率相关。在手术标本中,TREM-1表达在肿瘤分子亚型之间有所不同,在侵袭性更强的亚型(基底样、HER2-E)中表达最高。高TREM-1表达与较差的无远处转移生存期(DMFS)显著且可重复相关,独立于传统预后标志物。值得注意的是,高TREM-1表达与较差的DMFS之间的关联在表现出免疫热表型且通常与较好的DMFS相关的免疫原性肿瘤亚组中最为突出。来自批量和单细胞RNA测序分析的进一步观察表明,TREM-1表达在多形核髓系来源抑制细胞(PMN-MDSCs)和M2样巨噬细胞中显著富集,并与TREM-1的下游转录靶点(IL1B、IL8、CCL2、CXCL1、CXCL2)相关,这些靶点先前已与促肿瘤和免疫抑制功能相关。

结论

总之,这些发现表明TREM-1表达增加预示着乳腺癌预后较差,可能有助于髓系介导的乳腺癌进展和免疫抑制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f690/8692779/031b264d8bc0/fonc-11-734959-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验