Integrative analyses of scRNA-seq and scATAC-seq reveal CXCL14 as a key regulator of lymph node metastasis in breast cancer

生物 乳腺癌 转移 癌症研究 淋巴结 癌症 CXCL14型 肿瘤科 免疫学 医学 遗传学 受体 趋化因子受体 趋化因子
作者
Kun Xu,Wenwen Zhang,Cong Wang,Longfei Hu,Runtian Wang,Cenzhu Wang,Lin Tang,Guohua Zhou,Bingjie Zou,Hui Xie,Jinhai Tang,Xiaoxiang Guan
出处
期刊:Human Molecular Genetics [Oxford University Press]
卷期号:30 (5): 370-380 被引量:52
标识
DOI:10.1093/hmg/ddab042
摘要

Abstract The potentially different genetics and epigenetics in the primary tumors and metastases affect the efficacy of treatment in breast cancer patients. Nevertheless, the cellular and molecular mechanisms of breast cancer lymph node metastasis still remain elusive. Here, we employed single-cell RNA sequencing to acquire the transcriptomic profiles of individual cells from primary tumors, negative lymph nodes (NLs) and positive lymph nodes (PLs). We also performed a single-cell assay for transposase-accessible chromatin (ATAC) sequencing (scATAC-seq) of the positive and NL samples to get the chromatin accessibility profile. We identified a novel cell subpopulation with an abnormally high expression level of CXCL14 in the PL of breast cancer patients. Cell trajectory analysis also revealed that CXCL14 was increased expressed in the late pseudo-time. Moreover, based on a tissue microarray of 55 patients and the Oncomine database, we validated that CXCL14 expression was significantly higher in breast cancer patients with lymph node metastasis. Furthermore, scATAC-seq identified several transcription factors that may be potential regulation factors for the lymph node metastasis of breast cancer. Thus, our findings will improve our current understanding of the mechanism for lymph node metastasis, and they are potentially valuable in providing novel prognosis markers for the lymphatic metastasis of breast cancer.
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