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单细胞 RNA 测序和单细胞 ATAC 测序的综合分析揭示 CXCL14 是乳腺癌淋巴结转移的关键调节因子。

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

机构信息

Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210029, China.

Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China.

出版信息

Hum Mol Genet. 2021 Apr 27;30(5):370-380. doi: 10.1093/hmg/ddab042.

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.

摘要

原发肿瘤和转移灶中潜在的不同遗传学和表观遗传学影响乳腺癌患者的治疗效果。然而,乳腺癌淋巴结转移的细胞和分子机制仍然难以捉摸。在这里,我们采用单细胞 RNA 测序技术从原发肿瘤、阴性淋巴结 (NL) 和阳性淋巴结 (PL) 中获取单个细胞的转录组图谱。我们还对阳性和 NL 样本进行了单细胞转座酶可及染色质 (ATAC) 测序 (scATAC-seq) 以获得染色质可及性图谱。我们在乳腺癌患者的 PL 中发现了一个具有异常高水平 CXCL14 表达的新型细胞亚群。细胞轨迹分析还表明,CXCL14 在后期伪时间表达增加。此外,基于 55 名患者的组织微阵列和 Oncomine 数据库,我们验证了在有淋巴结转移的乳腺癌患者中 CXCL14 的表达明显更高。此外,scATAC-seq 鉴定了几个转录因子,它们可能是乳腺癌淋巴结转移的潜在调节因子。因此,我们的发现将提高我们对淋巴结转移机制的现有认识,并为乳腺癌的淋巴转移提供有价值的新预后标志物。

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