Department of Breast Surgery, The First Affiliated Hospital of China Medical University, 155N Nanjing Street, Heping, Shenyang, 110001, Liaoning, China.
BMC Cancer. 2021 Dec 9;21(1):1321. doi: 10.1186/s12885-021-09040-8.
Tamoxifen (TAM) resistance to invasive lobular cell carcinoma is a challenge for breast cancer treatment. This study explored the role of Aldo-keto reductase family 1 (AKR1) family in tamoxifen-resistant aggressive lobular breast cancer based on data mining.
TAM-resistant invasive lobular breast cancer gene chip was downloaded from the Gene Expression Omnibus (GEO) database (accession-numbered as GSE96670). The online analytical tool GEO2R was used to screen for differentially expressed genes in TAM-resistant invasive lobular breast cancer cells and TAM-sensitive counterparts. A protein-protein interaction (PPI) networks were constructed using the STRING online platform and the Cytoscape software. GeneMANIA and GSCALite online tools were used to reveal the potential role of these hub genes in breast cancer progression and TAM resistance development. And the used the GSE67916 microarray data set to verify the differentially expression of these hub genes in breast cancer. The protein expression levels of AKR1C1, AKR1C2 and AKR1C3 in TAM-sensitive and resistant breast cancer cells were compared. The TAM sensitivity of breast cancer cells with or without AKR1C1, AKR1C2 or AKR1C3 gene manipulation was evaluated by cell viability assay.
A total of 184 differentially expressed genes were screened. Compared with TAM sensitive breast cancer cells, 162 were up-regulated and 22 were down-regulated. The study identified several hub genes in the PPI network that may be involved in the development of TAM resistance of breast cancer, including signal transducer and activator of transcription 1 (STAT1), estrogen receptor alpha (ESR1), fibronectin1 (FN1), cytochrome P4501B1 (CYP1B1), AKR1C1, AKR1C2, AKR1C3 and uridine diphosphate glucuronosyltransferase (UGT) 1A family genes (UGT1A1, UGT1A3, UGT1A4, UGT1A6, UGT1A7, UGT1A8, UGT1A9, UGT1A10). Compared with TAM-sensitive counterparts, the expression levels of AKR1C1, AKR1C2, and AKR1C3 were up-regulated in TAM-resistant breast cancer cells.
Overexpression of each of these three genes significantly increased the resistance of breast cancer cells to TAM treatment, while their knockdown showed opposite effects, indicating that they are potential therapeutic target for the treatment of TAM-resistant breast cancer.
他莫昔芬(TAM)对浸润性小叶细胞癌的耐药性是乳腺癌治疗的一个挑战。本研究基于数据挖掘,探讨醛酮还原酶家族 1(AKR1)家族在他莫昔芬耐药性侵袭性小叶乳腺癌中的作用。
从基因表达综合数据库(GEO)(注册号 GSE96670)下载 TAM 耐药性浸润性小叶乳腺癌基因芯片。使用在线分析工具 GEO2R 筛选 TAM 耐药性浸润性小叶乳腺癌细胞与 TAM 敏感对照之间的差异表达基因。使用 STRING 在线平台和 Cytoscape 软件构建蛋白质-蛋白质相互作用(PPI)网络。使用 GeneMANIA 和 GSCALite 在线工具揭示这些枢纽基因在乳腺癌进展和 TAM 耐药性发展中的潜在作用。并使用 GSE67916 微阵列数据集验证这些枢纽基因在乳腺癌中的差异表达。比较 TAM 敏感和耐药乳腺癌细胞中 AKR1C1、AKR1C2 和 AKR1C3 的蛋白表达水平。通过细胞活力测定评估乳腺癌细胞中 AKR1C1、AKR1C2 或 AKR1C3 基因操作前后 TAM 的敏感性。
筛选出 184 个差异表达基因。与 TAM 敏感乳腺癌细胞相比,有 162 个上调,22 个下调。研究在 PPI 网络中确定了几个可能参与乳腺癌 TAM 耐药发展的枢纽基因,包括信号转导和转录激活因子 1(STAT1)、雌激素受体 α(ESR1)、纤维连接蛋白 1(FN1)、细胞色素 P4501B1(CYP1B1)、AKR1C1、AKR1C2、AKR1C3 和尿苷二磷酸葡萄糖醛酸转移酶(UGT)1A 家族基因(UGT1A1、UGT1A3、UGT1A4、UGT1A6、UGT1A7、UGT1A8、UGT1A9、UGT1A10)。与 TAM 敏感对照相比,TAM 耐药乳腺癌细胞中 AKR1C1、AKR1C2 和 AKR1C3 的表达水平上调。
这三个基因的表达水平均显著增加了乳腺癌细胞对 TAM 治疗的耐药性,而敲低它们则显示出相反的效果,表明它们是治疗 TAM 耐药性乳腺癌的潜在治疗靶点。