Resveratrol suppresses liver cancer progression by downregulating AKR1C3: targeting HCC with HSA nanomaterial as a carrier to enhance therapeutic efficacy

IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Ying Wang, Longxiang Su, Zhansheng Hu, Shuang Peng, Na Li, Haiyan Fu, Baoquan Wang, Huiping Wu
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The aim of this study is to investigate the targeted regulation of AKR1C3 expression through the loading of resveratrol (RSV) on nanomaterials HSA-RSV NPs (Nanoparticles) in order to alleviate tumor hypoxia and inhibit the progression of hepatocellular carcinoma (HCC), and to explore its molecular mechanism. PubChem database and PharmMapper server were used to screen the target genes of RSV. HCC-related differentially expressed genes (DEGs) were analyzed through the GEO dataset, and relevant genes were retrieved from the GeneCards database, resulting in the intersection of the three to obtain candidate DEGs. GO and KEGG enrichment analyses were performed on the candidate DEGs to analyze the potential cellular functions and molecular signaling pathways affected by the main target genes. The cytohubba plugin was used to screen the top 10 target genes ranked by Degree and further intersected the results of LASSO and Random Forest (RF) to obtain hub genes. The expression analysis of hub genes and the prediction of malignant tumor prognosis were conducted. Furthermore, a pharmacophore model was constructed using PharmMapper. Molecular docking simulations were performed using AutoDockTools 1.5.6 software, and ROC curve analysis was performed to determine the core target. In vitro cell experiments were carried out by selecting appropriate HCC cell lines, treating HCC cells with different concentrations of RSV, or silencing or overexpressing AKR1C3 using lentivirus. CCK-8, clone formation, flow cytometry, scratch experiment, and Transwell were used to measure cancer cell viability, proliferation, migration, invasion, and apoptosis, respectively. Cellular oxygen consumption rate was analyzed using the Seahorse XF24 analyzer. HSA-RSV NPs were prepared, and their characterization and cytotoxicity were evaluated. The biological functional changes of HCC cells after treatment were detected. An HCC subcutaneous xenograft model was established in mice using HepG2 cell lines. HSA-RSV NPs were injected via the tail vein, with a control group set, to observe changes in tumor growth, tumor targeting of NPs, and biological safety. TUNEL, Ki67, and APC-hypoxia probe staining were performed on excised tumor tissue to detect tumor cell proliferation, apoptosis, and hypoxia. Lentivirus was used to silence or overexpress AKR1C3 simultaneously with the injection of HSA-RSV NPs via the tail vein to assess the impact of AKR1C3 on the regulation of HSA-RSV NPs in HCC progression. Bioinformatics analysis revealed that AKR1C3 is an important target gene involved in the regulation of HCC by RSV, which is associated with the prognosis of HCC patients and upregulated in expression. In vitro cell experiments showed that RSV significantly inhibits the respiratory metabolism of HCC cells, suppressing their proliferation, migration, and invasion and promoting apoptosis. Silencing AKR1C3 further enhances the toxicity of RSV towards HCC cells. The characterization and cytotoxicity experiments of nanomaterials demonstrated the successful construction of HSA-RSV NPs, which exhibited stronger inhibitory effects on HCC cells. In vivo, animal experiments further confirmed that targeted downregulation of AKR1C3 by HSA-RSV NPs suppresses the progression of HCC and tumor hypoxia while exhibiting tumor targeting and biological safety. 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引用次数: 0

Abstract

The enzyme AKR1C3 plays a crucial role in hormone and drug metabolism and is associated with abnormal expression in liver cancer, leading to tumor progression and poor prognosis. Nanoparticles modified with HSA can modulate the tumor microenvironment by enhancing photodynamic therapy to induce apoptosis in tumor cells and alleviate hypoxia. Therefore, exploring the potential regulatory mechanisms of resveratrol on AKR1C3 through the construction of HSA-RSV NPs carriers holds significant theoretical and clinical implications for the treatment of liver cancer. The aim of this study is to investigate the targeted regulation of AKR1C3 expression through the loading of resveratrol (RSV) on nanomaterials HSA-RSV NPs (Nanoparticles) in order to alleviate tumor hypoxia and inhibit the progression of hepatocellular carcinoma (HCC), and to explore its molecular mechanism. PubChem database and PharmMapper server were used to screen the target genes of RSV. HCC-related differentially expressed genes (DEGs) were analyzed through the GEO dataset, and relevant genes were retrieved from the GeneCards database, resulting in the intersection of the three to obtain candidate DEGs. GO and KEGG enrichment analyses were performed on the candidate DEGs to analyze the potential cellular functions and molecular signaling pathways affected by the main target genes. The cytohubba plugin was used to screen the top 10 target genes ranked by Degree and further intersected the results of LASSO and Random Forest (RF) to obtain hub genes. The expression analysis of hub genes and the prediction of malignant tumor prognosis were conducted. Furthermore, a pharmacophore model was constructed using PharmMapper. Molecular docking simulations were performed using AutoDockTools 1.5.6 software, and ROC curve analysis was performed to determine the core target. In vitro cell experiments were carried out by selecting appropriate HCC cell lines, treating HCC cells with different concentrations of RSV, or silencing or overexpressing AKR1C3 using lentivirus. CCK-8, clone formation, flow cytometry, scratch experiment, and Transwell were used to measure cancer cell viability, proliferation, migration, invasion, and apoptosis, respectively. Cellular oxygen consumption rate was analyzed using the Seahorse XF24 analyzer. HSA-RSV NPs were prepared, and their characterization and cytotoxicity were evaluated. The biological functional changes of HCC cells after treatment were detected. An HCC subcutaneous xenograft model was established in mice using HepG2 cell lines. HSA-RSV NPs were injected via the tail vein, with a control group set, to observe changes in tumor growth, tumor targeting of NPs, and biological safety. TUNEL, Ki67, and APC-hypoxia probe staining were performed on excised tumor tissue to detect tumor cell proliferation, apoptosis, and hypoxia. Lentivirus was used to silence or overexpress AKR1C3 simultaneously with the injection of HSA-RSV NPs via the tail vein to assess the impact of AKR1C3 on the regulation of HSA-RSV NPs in HCC progression. Bioinformatics analysis revealed that AKR1C3 is an important target gene involved in the regulation of HCC by RSV, which is associated with the prognosis of HCC patients and upregulated in expression. In vitro cell experiments showed that RSV significantly inhibits the respiratory metabolism of HCC cells, suppressing their proliferation, migration, and invasion and promoting apoptosis. Silencing AKR1C3 further enhances the toxicity of RSV towards HCC cells. The characterization and cytotoxicity experiments of nanomaterials demonstrated the successful construction of HSA-RSV NPs, which exhibited stronger inhibitory effects on HCC cells. In vivo, animal experiments further confirmed that targeted downregulation of AKR1C3 by HSA-RSV NPs suppresses the progression of HCC and tumor hypoxia while exhibiting tumor targeting and biological safety. Targeted downregulation of AKR1C3 by HSA-RSV NPs can alleviate HCC tumor hypoxia and inhibit the progression of HCC.

白藜芦醇通过下调 AKR1C3 抑制肝癌进展:以 HSA 纳米材料为载体靶向 HCC,提高疗效。
AKR1C3 酶在激素和药物代谢中起着关键作用,在肝癌中与异常表达有关,导致肿瘤进展和预后不良。用 HSA 修饰的纳米粒子可以通过增强光动力疗法来调节肿瘤微环境,从而诱导肿瘤细胞凋亡并缓解缺氧。因此,通过构建HSA-RSV NPs载体探索白藜芦醇对AKR1C3的潜在调控机制,对肝癌的治疗具有重要的理论和临床意义。本研究旨在通过在纳米材料 HSA-RSV NPs(纳米颗粒)上负载白藜芦醇(RSV),研究其对 AKR1C3 表达的靶向调控,从而缓解肿瘤缺氧,抑制肝细胞癌(HCC)的进展,并探讨其分子机制。研究人员利用 PubChem 数据库和 PharmMapper 服务器筛选 RSV 的靶基因。通过 GEO 数据集分析了与 HCC 相关的差异表达基因(DEGs),并从 GeneCards 数据库中检索了相关基因,三者交叉得到候选 DEGs。对候选 DEGs 进行 GO 和 KEGG 富集分析,以分析主要靶基因影响的潜在细胞功能和分子信号通路。利用 cytohubba 插件筛选出按 Degree 排序的前 10 个目标基因,并进一步将 LASSO 和随机森林(RF)的结果进行交叉分析,以获得枢纽基因。对中心基因进行了表达分析,并预测了恶性肿瘤的预后。此外,还使用 PharmMapper 构建了药代模型。使用 AutoDockTools 1.5.6 软件进行分子对接模拟,并通过 ROC 曲线分析确定核心靶点。体外细胞实验是通过选择适当的 HCC 细胞系,用不同浓度的 RSV 处理 HCC 细胞,或使用慢病毒沉默或过表达 AKR1C3 来进行的。CCK-8、克隆形成、流式细胞术、划痕实验和 Transwell 分别用于测量癌细胞的活力、增殖、迁移、侵袭和凋亡。使用海马 XF24 分析仪分析细胞耗氧量。制备了 HSA-RSV NPs,并对其特性和细胞毒性进行了评估。检测了处理后 HCC 细胞的生物功能变化。利用 HepG2 细胞系建立了小鼠 HCC 皮下异种移植模型。通过尾静脉注射 HSA-RSV NPs,并设置对照组,观察肿瘤生长变化、NPs 的肿瘤靶向性和生物安全性。对切除的肿瘤组织进行 TUNEL、Ki67 和 APC 缺氧探针染色,以检测肿瘤细胞的增殖、凋亡和缺氧情况。在通过尾静脉注射HSA-RSV NPs的同时,使用慢病毒沉默或过表达AKR1C3,以评估AKR1C3对HSA-RSV NPs在HCC进展中的调控作用。生物信息学分析表明,AKR1C3是RSV参与调控HCC的一个重要靶基因,它与HCC患者的预后有关,并且表达上调。体外细胞实验表明,RSV能显著抑制HCC细胞的呼吸代谢,抑制其增殖、迁移和侵袭,促进细胞凋亡。沉默 AKR1C3 可进一步增强 RSV 对 HCC 细胞的毒性。纳米材料的表征和细胞毒性实验表明,成功构建的 HSA-RSV NPs 对 HCC 细胞具有更强的抑制作用。体内动物实验进一步证实,HSA-RSV NPs 对 AKR1C3 的靶向下调可抑制 HCC 的恶化和肿瘤缺氧,同时具有肿瘤靶向性和生物安全性。HSA-RSV NPs靶向下调AKR1C3可缓解HCC肿瘤缺氧,抑制HCC进展。
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来源期刊
Apoptosis
Apoptosis 生物-生化与分子生物学
CiteScore
9.10
自引率
4.20%
发文量
85
审稿时长
1 months
期刊介绍: Apoptosis, a monthly international peer-reviewed journal, focuses on the rapid publication of innovative investigations into programmed cell death. The journal aims to stimulate research on the mechanisms and role of apoptosis in various human diseases, such as cancer, autoimmune disease, viral infection, AIDS, cardiovascular disease, neurodegenerative disorders, osteoporosis, and aging. The Editor-In-Chief acknowledges the importance of advancing clinical therapies for apoptosis-related diseases. Apoptosis considers Original Articles, Reviews, Short Communications, Letters to the Editor, and Book Reviews for publication.
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