Immune-phenotyping and transcriptomic profiling of blood monocytes from patients with breast cancer under neoadjuvant chemotherapy

M. Patysheva, M. Stakheyeva, E. S. Grigoryeva, P. Iamshchikov, I. V. Larionova, А. A. Budnickya, N. Tarabanovskaya, N. Cherdyntseva, J. Kzhyshkowska
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Abstract

Introduction. Chemotherapy is a common treatment for breast cancer. Chemotherapeutic drugs effect blood monocytes, which are major contributors to cancer pathogenesis. However, to date, pro-tumor or anti-tumor programming by chemotherapy of monocytes is controversial.Aim. To characterize changes in phenotypic and transcriptomic profiles of monocytes of breast cancer patients before and after chemotherapeutic treatment.Materials and methods. In a cohort of 50 breast cancer patients, monocyte populations were identified based on their expression of CD14, CD16, CD163, and HLA-DR evaluated by flow cytometry before and after neoadjuvant chemotherapy. Bulk RNA sequencing was adopted to explore the transcriptomic profile of CD14+ monocytes before and after treatment. After treatment, we observed an increase in the activity of signaling pathways related to lipid metabolism and intracellular transport of vesicles from the endoplasmic reticulum, against the background of a decreased response to exposure to interferon γ and interferon α, and foreign molecules (exogenous nucleic acids, viruses and bacteria).Results. In breast cancer patients, neoadjuvant chemotherapy decreased in CD14+16+HLA-DR+ monocytes. Under cytostatic treatment, increased gene expression of MGLL, NR4A2, UCK1, YOD1, ABCA2, PAPSS2, ATP10 (log2FoldChange ≥0.8; false discovery rate (FDR) ≤0.01) and decreased gene expression of KPNA2, ERCC4, JAGN1, RUBCNL, SMYD4, B3GALT4 (log2FoldChange ≥0.8; FDR ≤0.01) were observed in monocytes of patients. Using discriminant analysis, the relative numbers of CD14+16–, CD14+16+, CD14-16+, CD14+16-HLA-DR+, CD14+16+HLA-DR+ and CD14–16+HLA-DR+ monocytes in the blood were found to be valuable in predicting response to neoadjuvant chemotherapy.Conclusion. Thus, association of blood monocytes with chemotherapeutic treatment in breast cancer was revealed.
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对接受新辅助化疗的乳腺癌患者血液单核细胞进行免疫分型和转录组特征分析
简介化疗是治疗乳腺癌的常用方法。化疗药物会影响血液中的单核细胞,而单核细胞是癌症发病的主要因素。然而,迄今为止,化疗对单核细胞的促癌或抗癌作用仍存在争议。目的:描述化疗前后乳腺癌患者单核细胞表型和转录组特征的变化。在 50 例乳腺癌患者中,根据新辅助化疗前后流式细胞术评估的 CD14、CD16、CD163 和 HLA-DR 的表达情况确定单核细胞群。我们采用大容量 RNA 测序技术来研究 CD14+ 单核细胞在治疗前后的转录组学特征。治疗后,我们观察到与脂质代谢和细胞内内质网囊泡运输有关的信号通路的活性增加,而对干扰素γ、干扰素α和外来分子(外源核酸、病毒和细菌)的反应降低。在乳腺癌患者中,新辅助化疗减少了 CD14+16+HLA-DR+ 单核细胞。在细胞抑制剂治疗下,MGLL、NR4A2、UCK1、YOD1、ABCA2、PAPSS2、ATP10 的基因表达增加(log2FoldChange ≥0.8;假发现率(FDR)≤0.01),患者单核细胞中 KPNA2、ERCC4、JAGN1、RUBCNL、SMYD4、B3GALT4 基因表达减少(log2FoldChange ≥0.8;FDR ≤0.01)。通过判别分析,发现血液中 CD14+16-、CD14+16+、CD14-16+、CD14+16-HLA-DR+、CD14+16+HLA-DR+ 和 CD14-16+HLA-DR+ 单核细胞的相对数量对预测新辅助化疗反应有价值。因此,血液中的单核细胞与乳腺癌化疗的关系是显而易见的。
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