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乳腺癌前哨淋巴结转移灶肿瘤内异质性和肿瘤微环境重塑的单细胞景观。

Single-cell landscape of intratumoral heterogeneity and tumor microenvironment remolding in pre-nodal metastases of breast cancer.

机构信息

Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.

Department of Human Anatomy, Harbin Medical University, Harbin, China.

出版信息

J Transl Med. 2024 Aug 29;22(1):804. doi: 10.1186/s12967-024-05625-6.

Abstract

BACKGROUND

The metastasis of cancer cells is influenced by both their intrinsic characteristics and the tumor microenvironment (TME). However, the molecular mechanisms underlying pre-nodal metastases of breast cancer remain unclear.

METHODS

We integrated a total of 216,963 cells from 54 samples across 6 single-cell datasets to profile the cellular landscape differences between primary tumors and pre-nodal metastases.

RESULTS

We revealed three distinct metastatic epithelial cell subtypes (Epi1, Epi2 and Epi3), which exhibited different metastatic mechanisms. Specifically, the marker gene KCNK15 of the Epi1 subtype exhibited increased gene expression along the cell differentiation trajectory and was specifically regulated by the transcription factor ASCL1. In the Epi3 subtype, we highlighted NR2F1 as a regulator targeting the marker gene MUCL1. Additionally, we found that the Epi2 and Epi3 subtypes shared some regulons, such as ZEB1 and NR2C1. Similarly, we identified specific subtypes of stromal and immune cells in the TME, and discovered that vascular cancer-associated fibroblasts might promote capillary formation through CXCL9 macrophages in pre-nodal metastases. All three subtypes of metastatic epithelial cells were associated with poor prognosis.

CONCLUSIONS

In summary, this study dissects the intratumoral heterogeneity and remodeling of the TME in pre-nodal metastases of breast cancer, providing novel insights into the mechanisms underlying breast cancer metastasis.

摘要

背景

癌细胞的转移既受其内在特征的影响,也受肿瘤微环境(TME)的影响。然而,乳腺癌前哨淋巴结转移的分子机制尚不清楚。

方法

我们整合了来自 6 个单细胞数据集的 54 个样本中的总共 216963 个细胞,以描绘原发性肿瘤和前哨淋巴结转移之间的细胞景观差异。

结果

我们揭示了三种不同的转移性上皮细胞亚型(Epi1、Epi2 和 Epi3),它们表现出不同的转移机制。具体来说,Epi1 亚型的标记基因 KCNK15 的基因表达沿着细胞分化轨迹增加,并且受到转录因子 ASCL1 的特异性调节。在 Epi3 亚型中,我们强调了 NR2F1 作为靶向标记基因 MUCL1 的调节剂。此外,我们发现 Epi2 和 Epi3 亚型共享一些调节子,如 ZEB1 和 NR2C1。同样,我们在 TME 中鉴定了特定的基质和免疫细胞亚型,并发现血管癌相关成纤维细胞可能通过前哨淋巴结转移中的 CXCL9 巨噬细胞促进毛细血管形成。所有三种转移性上皮细胞亚型都与预后不良相关。

结论

总之,本研究剖析了乳腺癌前哨淋巴结转移中肿瘤内异质性和 TME 的重塑,为乳腺癌转移的机制提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9dd9/11363495/ad9e9ec6be0c/12967_2024_5625_Fig1_HTML.jpg

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