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利用整合单细胞 RNA 序列分析研究肿瘤异质性,重点关注 HER2 阳性乳腺癌患者中与乳腺癌、EMT、CSC 和转移相关标志物相关的基因。

Investigation of Tumor Heterogeneity Using Integrated Single-Cell RNA Sequence Analysis to Focus on Genes Related to Breast Cancer-, EMT-, CSC-, and Metastasis-Related Markers in Patients with HER2-Positive Breast Cancer.

机构信息

Department of Breast Surgery, National Cancer Center Hospital, Tokyo 104-0045, Japan.

Laboratory of Integrative Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan.

出版信息

Cells. 2023 Sep 15;12(18):2286. doi: 10.3390/cells12182286.

Abstract

Human epidermal growth factor receptor 2 (HER2) protein, which is characterized by the amplification of , is a molecular target for HER2-overexpressing breast cancer. Many targeted HER2 strategies have been well developed thus far. Furthermore, intratumoral heterogeneity in HER2 cases has been observed with immunohistochemical staining and has been considered one of the reasons for drug resistance. Therefore, we conducted an integrated analysis of the breast cancer single-cell gene expression data for HER2-positive breast cancer cases from both scRNA-seq data from public datasets and data from our cohort and compared them with those for luminal breast cancer datasets. In our results, heterogeneous distribution of the expression of breast cancer-related genes (, , , and ) was observed. Various gene expression levels differed at the single-cell level between the -high group and -low group. Moreover, molecular functions and expression levels differed between estrogen receptor (ER)-positive and ER-negative HER2 cases. Additionally, the gene expression levels of typical breast cancer-, CSC-, EMT-, and metastasis-related markers were also different across each patient. These results suggest that diversity in gene expression could occur not only in the presence of expression and ER status but also in the molecular characteristics of each patient.

摘要

人表皮生长因子受体 2(HER2)蛋白的特征是 扩增,是过表达 HER2 的乳腺癌的分子靶标。迄今为止,已经开发出许多针对 HER2 的靶向策略。此外,HER2 病例的肿瘤内异质性已经通过免疫组织化学染色观察到,并被认为是耐药性的原因之一。因此,我们对来自公共数据集的 scRNA-seq 数据和我们队列的数据中的 HER2 阳性乳腺癌病例的乳腺癌单细胞基因表达数据进行了综合分析,并将其与 luminal 乳腺癌数据集进行了比较。在我们的结果中,观察到与乳腺癌相关基因(、、、和)的表达呈异质性分布。在 -高组和 -低组之间,各种基因在单细胞水平上的表达水平存在差异。此外,在 ER 阳性和 ER 阴性 HER2 病例中,分子功能和 表达水平也存在差异。此外,典型的乳腺癌、CSC、EMT 和转移相关标志物的基因表达水平在每个患者之间也不同。这些结果表明,基因表达的多样性不仅可能发生在 表达和 ER 状态存在的情况下,而且可能发生在每个患者的分子特征中。

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