Jilin Provincial Key Laboratory of Livestock and Poultry Feed and Feeding in the Northeastern Frigid Area, College of Animal Sciences, Jilin University, Changchun 130062, China.
Institute for Cardiovascular Regeneration, Centre for Molecular Medicine, Goethe University Frankfurt am Main, 60629 Frankfurt am Main, Germany.
Int J Mol Sci. 2023 Aug 5;24(15):12479. doi: 10.3390/ijms241512479.
Numerous in vitro and in vivo studies have shown that curcumin primarily activates apoptotic pathways in cancer cells and inhibits cancer progression by modulating various molecular targets. In this study, we utilized reverse docking servers to predict 444 human proteins that may potentially be targeted by curcumin. Then, high-throughput assays were conducted by using RNA-seq technology on curcumin-treated MCF-7 (human breast cancer ER (+)) and MDA-MB-231 (human breast cancer ER(-)/TNBC) cancer cell lines. Enrichment analysis identified seven and eight significantly down-regulated signaling pathways in these two cell lines, where the enriched genes were used to construct protein-protein interaction networks. From these networks, the MCODE algorithm screened out 42 hub targets, which are core genes of the RTK-(PI3K-AKT)/(MEK/ERK1/2) crosstalk network. Genetic alteration and expression patterns of hub targets of curcumin may be closely related to the overall pathogenesis and prognosis of breast cancer. MAPKAPK3, AKT3, CDK5, IGF1R, and MAPK11 are potential prognostic markers and therapeutic targets of curcumin in patients with triple-negative breast cancer. Molecular docking and transcriptomic results confirmed that curcumin can inhibit these high-scoring targets at the protein level. Additionally, these targets can act as self-feedback factors, relying on the cascading repressive effects in the network to limit their own transcription at the mRNA level. In conclusion, the integration of transcriptomic and molecular docking approaches enables the rapid identification of dual or multiple inhibitory targets of curcumin in breast cancer. Our study provides the potential elucidation of the anti-cancer mechanism of curcumin.
大量的体外和体内研究表明,姜黄素主要通过激活癌细胞中的凋亡途径,并通过调节各种分子靶点来抑制癌症进展。在这项研究中,我们利用反向对接服务器预测了 444 个人类蛋白,这些蛋白可能是姜黄素的潜在靶点。然后,我们使用 RNA-seq 技术在姜黄素处理的 MCF-7(人乳腺癌 ER(+))和 MDA-MB-231(人乳腺癌 ER(-)/三阴性乳腺癌)癌细胞系中进行了高通量检测。富集分析确定了这两种细胞系中 7 个和 8 个显著下调的信号通路,其中富集的基因被用于构建蛋白质-蛋白质相互作用网络。从这些网络中,MCODE 算法筛选出了 42 个枢纽靶点,它们是 RTK-(PI3K-AKT)/(MEK/ERK1/2) 串扰网络的核心基因。姜黄素的枢纽靶点的遗传改变和表达模式可能与乳腺癌的整体发病机制和预后密切相关。MAPKAPK3、AKT3、CDK5、IGF1R 和 MAPK11 可能是三阴性乳腺癌患者中姜黄素的潜在预后标志物和治疗靶点。分子对接和转录组学结果证实,姜黄素可以在蛋白质水平上抑制这些高分靶点。此外,这些靶点可以作为自我反馈因子,依靠网络中的级联抑制作用,在 mRNA 水平上限制自身的转录。总之,转录组学和分子对接方法的整合可以快速识别姜黄素在乳腺癌中的双重或多重抑制靶点。我们的研究为姜黄素的抗癌机制提供了潜在的解释。