Zhan Dandan, Wang Xuan, Zheng Yifeng, Wang Shengqi, Yang Bowen, Pan Bo, Wang Neng, Wang Zhiyu
State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Guangdong-Hong Kong-Macau Joint Lab on Chinese Medicine and Immune Disease Research, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Front Oncol. 2023 Sep 19;13:1147189. doi: 10.3389/fonc.2023.1147189. eCollection 2023.
Depression increases the risk of breast cancer recurrence and metastasis. However, there lacks potential biomarkers for predicting prognosis in breast cancer. 5-hydroxytryptamine (5-HT) plays a key role in the pathogenesis and treatment of depression. In this study, we developed a prognostic signature based on 5-HT receptors (5-HTRs) and elucidated its potential immune regulatory mechanisms for breast cancer prognosis.
Oncomine, GEPIA, UALCAN, cBioPortal, Kaplan-Meier plotter, and TIMER were used to analyze differential expression, prognostic value, genetic alteration, and immune cell infiltration of HTRs in breast cancer patients. The model training and validation assays were based on the analyses of GSE1456 and GSE86166. A risk signature was established by univariate and multivariate Cox regression analyses. The transwell assay was utilized to verify the effect of the 5-HTRs expression on breast cancer invasion. Effects of HTR2A/2B inhibitor on CD8 T cell proliferation and infiltration as well as apoptosis of 4T1 cells in the tumor microenvironment were detected by flow cytometry and TUNEL assay. Zebrafish and mouse breast cancer xenografts were used to determine the effect of HTR2A/2B inhibitor on breast cancer metastasis.
The expression levels of HTR1A, HTR1B, HTR2A, HTR2B, HTR2C, HTR4, and HTR7 were significantly downregulated in highly malignant breast cancer types. 5-HTRs were significantly associated with recurrence-free survival (RFS) in breast cancer patients. The genetic alteration of HTR1D, HTR3A, HTR3B, and HTR6 in breast cancer patients was significantly associated with shorter overall survival (OS). Finally, HTR2A and HTR2B were determined to construct the risk signature. The expression of HTR2A/2B was positively correlated with the infiltration of immune cells such as CD8 T cells and macrophages. Furthermore, inhibition of HTR2A expression could suppress CD8 T cell proliferation and enhance invasion and metastasis of breast cancer cells in both zebrafish and mice model.
The HTR2A/2B risk signature not only highlights the significance of HTRs in breast cancer prognosis by modulating cancer immune microenvironment, but also provides a novel gene-testing tool for early prevention of depression in breast cancer patients and lead to an improved prognosis and quality of life.
抑郁症会增加乳腺癌复发和转移的风险。然而,目前缺乏预测乳腺癌预后的潜在生物标志物。5-羟色胺(5-HT)在抑郁症的发病机制和治疗中起关键作用。在本研究中,我们基于5-羟色胺受体(5-HTRs)开发了一种预后特征,并阐明了其对乳腺癌预后的潜在免疫调节机制。
利用Oncomine、GEPIA、UALCAN、cBioPortal、Kaplan-Meier plotter和TIMER分析乳腺癌患者中5-HTRs的差异表达、预后价值、基因改变和免疫细胞浸润情况。模型训练和验证实验基于对GSE1456和GSE86166的分析。通过单因素和多因素Cox回归分析建立风险特征。采用Transwell实验验证5-HTRs表达对乳腺癌侵袭的影响。通过流式细胞术和TUNEL实验检测HTR2A/2B抑制剂对肿瘤微环境中CD8 T细胞增殖、浸润以及4T1细胞凋亡的影响。利用斑马鱼和小鼠乳腺癌异种移植模型确定HTR2A/2B抑制剂对乳腺癌转移的影响。
HTR1A、HTR1B、HTR2A、HTR2B、HTR2C、HTR4和HTR7的表达水平在高恶性乳腺癌类型中显著下调。5-HTRs与乳腺癌患者的无复发生存期(RFS)显著相关。乳腺癌患者中HTR1D、HTR3A、HTR3B和HTR6的基因改变与较短的总生存期(OS)显著相关。最后,确定HTR2A和HTR2B来构建风险特征。HTR2A/2B的表达与CD8 T细胞和巨噬细胞等免疫细胞的浸润呈正相关。此外,在斑马鱼和小鼠模型中,抑制HTR2A表达可抑制CD8 T细胞增殖,并增强乳腺癌细胞的侵袭和转移。
HTR2A/2B风险特征不仅通过调节癌症免疫微环境突出了5-HTRs在乳腺癌预后中的重要性,还为早期预防乳腺癌患者的抑郁症提供了一种新的基因检测工具,从而改善预后和生活质量。