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MicroRNA (let-7b-5p)-targeted DARS2 regulates lung adenocarcinoma growth by PI3K/AKT signaling pathway. 微RNA(let-7b-5p)靶向DARS2通过PI3K/AKT信号通路调控肺腺癌的生长。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.030293
Yuanyuan Xu, Xiaoke Chen

Background: The aberrant intracellular expression of a mitochondrial aspartyl-tRNA synthetase 2 (DARS2) has been reported in human cancers. Nevertheless, its critical role and detailed mechanism in lung adenocarcinoma (LUAD) remain unexplored.

Methods: Initially, The Cancer Genome Atlas (TCGA)-based Gene Expression Profiling Interactive Analysis (GEPIA) database (http://gepia.cancer-pku.cn/) was used to analyze the prognostic relevance of DARS2 expression in LUAD. Further, cell counting kit (CCK)-8, immunostaining, and transwell invasion assays in LUAD cell lines in vitro, as well as DARS2 silence on LUAD by tumorigenicity experiments in vivo in nude mice, were performed. Besides, we analyzed the expression levels of p-PI3K (phosphorylated-Phosphotylinosital3 kinase), PI3K, AKT (Protein Kinase B), p-AKT (phosphorylated-Protein Kinase B), PCNA (proliferating cell nuclear antigen), cleaved-caspase 3, E-cadherin, and N-cadherin proteins using the Western blot analysis.

Results: LUAD tissues showed higher DARS2 expression compared to normal tissues. Upregulation of DARS2 could be related to Tumor-Node-Metastasis (TNM) stage, high lymph node metastasis, and inferior prognosis. DARS2 silence decreased the proliferation, migration, and invasion abilities of LUAD cells. In addition, the DARS2 downregulation decreased the PCNA and N-cadherin expression and increased cleaved-caspase 3 and E-cadherin expressions in LUAD cells, coupled with the inactivation of the PI3K/AKT signaling pathway. Moreover, DARS2 silence impaired the tumorigenicity of LUAD in vivo. Interestingly, let-7b-5p could recognize DARS2 through a complementary sequence. Mechanistically, the increased let-7b-5p expression attenuated the promo-oncogenic action of DARS2 during LUAD progression, which were inversely correlated to each other in the LUAD tissues.

Conclusion: In summary, let-7b-5p downregulated DARS2 expression, regulating the progression of LUAD cells by the PI3K/AKT signaling pathway.

背景:线粒体天冬氨酰-tRNA合成酶2(DARS2)在人类癌症中的异常细胞内表达已有报道。然而,它在肺腺癌(LUAD)中的关键作用和详细机制仍未得到探索:方法:最初,我们使用基于癌症基因组图谱(TCGA)的基因表达谱交互分析(GEPIA)数据库(http://gepia.cancer-pku.cn/)来分析DARS2在LUAD中表达的预后相关性。此外,我们还在体外对 LUAD 细胞系进行了细胞计数试剂盒(CCK)-8、免疫染色和经孔侵袭实验,并在体内对裸鼠进行了致瘤实验,以分析 DARS2 沉默对 LUAD 的影响。此外,我们还利用Western印迹分析了p-PI3K(磷酸化磷酰肌苷3激酶)、PI3K、AKT(蛋白激酶B)、p-AKT(磷酸化蛋白激酶B)、PCNA(增殖细胞核抗原)、裂解-caspase 3、E-cadherin和N-cadherin蛋白的表达水平:结果:与正常组织相比,LUAD组织的DARS2表达量更高。DARS2的上调与肿瘤-结节-转移(TNM)分期、淋巴结转移率高和预后不良有关。DARS2沉默会降低LUAD细胞的增殖、迁移和侵袭能力。此外,DARS2的下调降低了LUAD细胞中PCNA和N-cadherin的表达,增加了裂解的天冬酶3和E-cadherin的表达,同时导致PI3K/AKT信号通路失活。此外,DARS2沉默还削弱了LUAD在体内的致瘤性。有趣的是,let-7b-5p能通过互补序列识别DARS2。从机理上讲,let-7b-5p表达的增加会减弱DARS2在LUAD进展过程中的促癌作用,而这两种作用在LUAD组织中呈反比关系:总之,let-7b-5p可下调DARS2的表达,通过PI3K/AKT信号通路调控LUAD细胞的进展。
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引用次数: 0
Role of oncogenic long noncoding RNA KCNQ1OT1 in colon cancer. 致癌长非编码 RNA KCNQ1OT1 在结肠癌中的作用
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.029349
Gang Liu, Lei Shi, Bin Wang, Zehui Wu, Haiyuan Zhao, Tianyu Zhao, Lianghui Shi

The role of lncRNA KCNQ1 opposite strand/antisense transcript 1 (KCNQ1OT1) in colon cancer involves various tumorigenic processes and has been studied widely. However, the mechanism by which it promotes colon cancer remains unclear. Retroviral vector pSEB61 was retrofitted in established HCT116-siKCN and SW480-siKCN cells to silence KCNQ1OT1. Cellular proliferation was measured using CCK8 assay, and flow cytometry (FCM) detected cell cycle changes. RNA sequencing (RNA-Seq) analysis showed differentially expressed genes (DEGs). Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were carried out to analyze enriched functions and signaling pathways. RT-qPCR, immunofluorescence, and western blotting were carried out to validate downstream gene expressions. The effects of tumorigenesis were evaluated in BALB/c nude mice by tumor xenografts. Our data revealed that the silencing of KCNQ1OT1 in HCT116 and SW480 cells slowed cell growth and decreased the number of cells in the G2/M phase. RNA-Seq analysis showed the data of DEGs enriched in various GO and KEGG pathways such as DNA replication and cell cycle. RT-qPCR, immunofluorescence, and western blotting confirmed downstream CCNE2 and PCNA gene expressions. HCT116-siKCN cells significantly suppressed tumorigenesis in BALB/c nude mice. Our study suggests that lncRNA KCNQ1OT1 may provide a promising therapeutic strategy for colon cancer.

lncRNA KCNQ1反链/反义转录本1(KCNQ1OT1)在结肠癌中的作用涉及多种致瘤过程,已被广泛研究。然而,它诱发结肠癌的机制仍不清楚。我们将逆转录病毒载体 pSEB61 植入 HCT116-siKCN 和 SW480-siKCN 细胞,以沉默 KCNQ1OT1。使用 CCK8 检测法测量细胞增殖,流式细胞术(FCM)检测细胞周期变化。RNA 测序(RNA-Seq)分析显示了差异表达基因(DEGs)。基因本体(GO)和京都基因组百科全书(KEGG)通路富集分析分析了富集的功能和信号通路。通过 RT-qPCR、免疫荧光和 Western 印迹来验证下游基因的表达。在 BALB/c 裸鼠中通过肿瘤异种移植评估了肿瘤发生的影响。我们的数据显示,在 HCT116 和 SW480 细胞中沉默 KCNQ1OT1 能减缓细胞生长并减少处于 G2/M 期的细胞数量。RNA-Seq分析显示了富集在各种GO和KEGG通路(如DNA复制和细胞周期)中的DEGs数据。RT-qPCR、免疫荧光和 Western 印迹证实了下游 CCNE2 和 PCNA 基因的表达。HCT116-siKCN 细胞明显抑制了 BALB/c 裸鼠的肿瘤发生。我们的研究表明,lncRNA KCNQ1OT1可为结肠癌提供一种有前景的治疗策略。
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引用次数: 0
MicroRNA-329-3p inhibits the Wnt/β-catenin pathway and proliferation of osteosarcoma cells by targeting transcription factor 7-like 1. MicroRNA-329-3p 通过靶向转录因子 7-like 1 抑制 Wnt/β-catenin 通路和骨肉瘤细胞的增殖。
IF 2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.044085
Hui Sun, Masanori Kawano, Tatsuya Iwasaki, Ichiro Itonaga, Yuta Kubota, Hiroshi Tsumura, Kazuhiro Tanaka

An important factor in the emergence and progression of osteosarcoma (OS) is the dysregulated expression of microRNAs (miRNAs). Transcription factor 7-like 1 (TCF7L1), a member of the T cell factor/lymphoid enhancer factor (TCF/LEF) transcription factor family, interacts with the Wnt signaling pathway regulator β-catenin and acts as a DNA-specific binding protein. This study sought to elucidate the impact of the interaction between miR-329-3p and TCF7L1 on the growth and apoptosis of OS and analyze the regulatory expression relationship between miRNA and mRNA in osteosarcoma cells using a variety of approaches. MiR329-3p was significantly downregulated, while TCF7L1 was considerably up-regulated in all examined OS cell lines. Additionally, a clinical comparison study was performed using the TCGA database. Subsequently, the regulatory relationship between miR-329-3p and TCF7L1 on the proliferation and apoptosis of OS cells was verified through in vitro and in vivo experiments. When miR-329-3p was transfected into the OS cell line, the expression of TCF7L1 decreased, the proliferation of OS cells was inhibited, the cytoskeleton disintegrated, and the nucleus condensed to form apoptotic bodies. The expression of proteins that indicate apoptosis increased simultaneously. The cell cycle was arrested in the G0/G1 phase, and the G1/S transition was blocked. The introduction of miR-329-3p also inhibited downstream Cyclin D1 of the Wnt pathway. Xenograft experiments indicated that the overexpression of miR-329-3p significantly inhibited the growth of OS xenografts in nude mice, and the expression of TCF7L1 and c-Myc in tumor tissues decreased. MiR-329-3p was significantly reduced in OS cells and played a suppressive role in tumorigenesis and proliferation by targeting TCF7L1 both in vitro and in vivo. Osteosarcoma cell cycle arrest and pathway inhibition were observed upon the regulation of TCF7L1 by miR-329-3p. Summarizing these results, it can be inferred that miR-329-3p exerts anticancer effects in osteosarcoma by inhibiting TCF7L1.

骨肉瘤(OS)发生和发展的一个重要因素是微RNA(miRNA)表达失调。转录因子7样1(TCF7L1)是T细胞因子/淋巴增强因子(TCF/LEF)转录因子家族的成员,它与Wnt信号通路调节因子β-catenin相互作用,并作为DNA特异性结合蛋白发挥作用。本研究试图阐明miR-329-3p和TCF7L1之间的相互作用对OS生长和凋亡的影响,并采用多种方法分析miRNA和mRNA在骨肉瘤细胞中的调控表达关系。在所有受检的骨肉瘤细胞系中,MiR329-3p均明显下调,而TCF7L1则明显上调。此外,还利用 TCGA 数据库进行了临床对比研究。随后,通过体外和体内实验验证了 miR-329-3p 和 TCF7L1 对 OS 细胞增殖和凋亡的调控关系。当 miR-329-3p 转染 OS 细胞系时,TCF7L1 的表达减少,OS 细胞的增殖受到抑制,细胞骨架解体,细胞核凝聚形成凋亡体。表明细胞凋亡的蛋白质的表达量同时增加。细胞周期停滞在 G0/G1 期,G1/S 转变受阻。引入 miR-329-3p 还抑制了 Wnt 通路的下游 Cyclin D1。异种移植实验表明,过表达 miR-329-3p 能显著抑制裸鼠 OS 异种移植的生长,肿瘤组织中 TCF7L1 和 c-Myc 的表达也有所下降。MiR-329-3p在OS细胞中明显减少,并通过靶向TCF7L1在体外和体内对肿瘤发生和增殖起到抑制作用。通过 miR-329-3p 对 TCF7L1 的调控,观察到骨肉瘤细胞周期停滞和通路抑制。综上所述,可以推断 miR-329-3p 通过抑制 TCF7L1 对骨肉瘤产生抗癌作用。
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引用次数: 0
A review of the literature on the use of CRISPR/Cas9 gene therapy to treat hepatocellular carcinoma. 关于使用 CRISPR/Cas9 基因疗法治疗肝细胞癌的文献综述。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.044473
Elham Amjad, Raffaele Pezzani, Babak Sokouti

Noncoding RNAs instruct the Cas9 nuclease to site-specifically cleave DNA in the CRISPR/Cas9 system. Despite the high incidence of hepatocellular carcinoma (HCC), the patient's outcome is poor. As a result of the emergence of therapeutic resistance in HCC patients, clinicians have faced difficulties in treating such tumor. In addition, CRISPR/Cas9 screens were used to identify genes that improve the clinical response of HCC patients. It is the objective of this article to summarize the current understanding of the use of the CRISPR/Cas9 system for the treatment of cancer, with a particular emphasis on HCC as part of the current state of knowledge. Thus, in order to locate recent developments in oncology research, we examined both the Scopus database and the PubMed database. The ability to selectively interfere with gene expression in combinatorial CRISPR/Cas9 screening can lead to the discovery of new effective HCC treatment regimens by combining clinically approved drugs. Drug resistance can be overcome with the help of the CRISPR/Cas9 system. HCC signature genes and resistance to treatment have been uncovered by genome-scale CRISPR activation screening, although this method is not without limitations. It has been extensively examined whether CRISPR can be used as a tool for disease research and gene therapy. CRISPR and its applications to tumor research, particularly in HCC, are examined in this study through a review of the literature.

在 CRISPR/Cas9 系统中,非编码 RNA 指示 Cas9 核酸酶定点特异性地切割 DNA。尽管肝细胞癌(HCC)的发病率很高,但患者的预后却很差。由于肝细胞癌患者出现耐药性,临床医生在治疗此类肿瘤时面临重重困难。此外,CRISPR/Cas9 筛选技术也被用于鉴定可改善 HCC 患者临床反应的基因。本文旨在总结目前对使用 CRISPR/Cas9 系统治疗癌症的理解,特别强调 HCC 是目前知识的一部分。因此,为了查找肿瘤学研究的最新进展,我们研究了 Scopus 数据库和 PubMed 数据库。在 CRISPR/Cas9 组合筛选中选择性干扰基因表达的能力可以通过结合临床批准的药物发现新的有效 HCC 治疗方案。在 CRISPR/Cas9 系统的帮助下,耐药性是可以克服的。通过基因组规模的 CRISPR 激活筛选,已经发现了 HCC 标志基因和耐药性,但这种方法并非没有局限性。CRISPR是否可用作疾病研究和基因治疗的工具已被广泛研究。本研究通过对文献的回顾,探讨了 CRISPR 及其在肿瘤研究中的应用,尤其是在 HCC 中的应用。
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引用次数: 0
Bone marrow microRNA-34a is a good indicator for response to treatment in acute myeloid leukemia. 骨髓 microRNA-34a 是急性髓性白血病治疗反应的良好指标。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.043026
Mona S Abdellateif, Naglaa M Hassan, Mahmoud M Kamel, Yomna M El-Meligui

Background: microRNA-34a (miR-34a) had been reported to have a diagnostic role in acute myeloid leukemia (AML). However, its value in the bone marrow (BM) of AML patients, in addition to its role in response to therapy is still unclear. The current study was designed to assess the diagnostic, prognostic, and predictive significance of miR-34a in the BM of AML patients.

Methods: The miR-34a was assessed in BM aspirate of 82 AML patients in relation to 12 normal control subjects using qRT-PCR. The data were assessed for correlation with the relevant clinical criteria, response to therapy, disease-free survival (DFS), and overall survival (OS) rates.

Results: miR-34a was significantly downregulated in AML patients [0.005 (3.3 × 10-6-1.32)], compared to the control subjects [0.108 (3.2 × 10-4-1.64), p = 0.021]. The median relative quantification (RQ) of miR-34a was 0.106 (range; 0-32.12). The specificity, sensitivity, and area under the curve (AUC) for the diagnosis of AML were (58.3%, 69.5%, 0.707, respectively, p = 0.021). patients with upregulated miR-34a showed decreased platelets count <34.5 × 109/L, and achieved early complete remission (CR, p = 0.031, p = 0.044, respectively). Similarly, patients who were refractory to therapy showed decreased miR-34a levels in comparison to those who achieved CR [0.002 (0-0.01) and 0.12 (0-32.12), respectively, p = 0.002]. Therefore, miR-34a could significantly identify patients with CR with a specificity of 75% and sensitivity of 100% at a cut-off of 0.014 (AUC = 0.927, p = 0.005). There was no considerable association between miR-34a expression and survival rates of the included AML patients.

Conclusion: miR-34a could be a beneficial diagnostic biomarker for AML patients. In addition, it serves as a good indicator for response to therapy, which could possibly identify patients who are refractory to treatment with 100% sensitivity and 75% specificity.

背景:据报道,microRNA-34a(miR-34a)在急性髓性白血病(AML)中具有诊断作用。然而,miR-34a在急性髓性白血病患者骨髓(BM)中的价值及其对治疗反应的作用仍不清楚。本研究旨在评估 miR-34a 在急性髓性白血病患者骨髓中的诊断、预后和预测意义:方法:采用 qRT-PCR 技术评估了 82 例急性髓细胞性白血病患者和 12 例正常对照组患者骨髓吸出物中 miR-34a 的含量。结果:与对照组[0.108 (3.2 × 10-4-1.64), p = 0.021]相比,急性髓细胞性白血病患者的 miR-34a 显著下调[0.005 (3.3 × 10-6-1.32)] 。miR-34a 的中位相对定量(RQ)为 0.106(范围:0-32.12)。诊断急性髓细胞性白血病的特异性、敏感性和曲线下面积(AUC)分别为(58.3%、69.5%、0.707,p = 0.021)。miR-34a 上调的患者血小板计数减少了 9/L,并实现了早期完全缓解(CR,p = 0.031,p = 0.044)。同样,与获得 CR 的患者相比,难治性患者的 miR-34a 水平也有所下降[分别为 0.002 (0-0.01) 和 0.12 (0-32.12),p = 0.002]。因此,以 0.014 为临界值,miR-34a 能显著识别 CR 患者,特异性为 75%,灵敏度为 100%(AUC = 0.927,p = 0.005)。结论:miR-34a可作为急性髓细胞性白血病患者的诊断生物标志物。结论:miR-34a可作为急性髓细胞性白血病患者的有益诊断生物标志物,此外,它还是治疗反应的良好指标,有可能识别出治疗难治的患者,其敏感性为100%,特异性为75%。
{"title":"Bone marrow microRNA-34a is a good indicator for response to treatment in acute myeloid leukemia.","authors":"Mona S Abdellateif, Naglaa M Hassan, Mahmoud M Kamel, Yomna M El-Meligui","doi":"10.32604/or.2023.043026","DOIUrl":"10.32604/or.2023.043026","url":null,"abstract":"<p><strong>Background: </strong>microRNA-34a (miR-34a) had been reported to have a diagnostic role in acute myeloid leukemia (AML). However, its value in the bone marrow (BM) of AML patients, in addition to its role in response to therapy is still unclear. The current study was designed to assess the diagnostic, prognostic, and predictive significance of miR-34a in the BM of AML patients.</p><p><strong>Methods: </strong>The miR-34a was assessed in BM aspirate of 82 AML patients in relation to 12 normal control subjects using qRT-PCR. The data were assessed for correlation with the relevant clinical criteria, response to therapy, disease-free survival (DFS), and overall survival (OS) rates.</p><p><strong>Results: </strong>miR-34a was significantly downregulated in AML patients [0.005 (3.3 × 10<sup>-6</sup>-1.32)], compared to the control subjects [0.108 (3.2 × 10<sup>-4</sup>-1.64), <b><i>p</i> = 0.021</b>]. The median relative quantification (RQ) of miR-34a was 0.106 (range; 0-32.12). The specificity, sensitivity, and area under the curve (AUC) for the diagnosis of AML were (<b>58.3%</b>, <b>69.5%</b>, <b>0.707</b>, respectively, <b><i>p</i> = 0.021</b>). patients with upregulated miR-34a showed decreased platelets count <34.5 × 10<sup>9</sup>/L, and achieved early complete remission <b>(</b>CR, <b><i>p</i> = 0.031</b>, <b><i>p</i> = 0.044</b>, respectively<b>)</b>. Similarly, patients who were refractory to therapy showed decreased miR-34a levels in comparison to those who achieved CR [0.002 (0-0.01) and 0.12 (0-32.12), respectively, <b><i>p</i> = 0.002</b>]. Therefore, miR-34a could significantly identify patients with CR with a specificity of 75% and sensitivity of 100% at a cut-off of 0.014 (AUC = 0.927, <b><i>p</i> = 0.005).</b> There was no considerable association between miR-34a expression and survival rates of the included AML patients.</p><p><strong>Conclusion: </strong>miR-34a could be a beneficial diagnostic biomarker for AML patients. In addition, it serves as a good indicator for response to therapy, which could possibly identify patients who are refractory to treatment with 100% sensitivity and 75% specificity.</p>","PeriodicalId":19537,"journal":{"name":"Oncology Research","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10865737/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139741642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Glycogen metabolism-mediated intercellular communication in the tumor microenvironment influences liver cancer prognosis. 肿瘤微环境中糖原代谢介导的细胞间通讯影响肝癌的预后。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.029697
Yang Zhang, Nannan Qin, Xijun Wang, Rui Liang, Quan Liu, Ruoyi Geng, Tianxiao Jiang, Yunfei Liu, Jinwei Li

Glycogen metabolism plays a key role in the development of hepatocellular carcinoma (HCC), but the function of glycogen metabolism genes in the tumor microenvironment (TME) is still to be elucidated. Single-cell RNA-seq data were obtained from ten HCC tumor samples totaling 64,545 cells, and 65 glycogen metabolism genes were analyzed by a nonnegative matrix factorization (NMF). The prognosis and immune response of new glycogen TME cell clusters were predicted by using HCC and immunotherapy cohorts from public databases. HCC single-cell analysis was divided into fibroblasts, NT T cells, macrophages, endothelial cells, and B cells, which were separately divided into new cell clusters by glycogen metabolism gene annotation. Pseudo-temporal trajectory analysis demonstrated the temporal differentiation trajectory of different glycogen subtype cell clusters. Cellular communication analysis revealed extensive interactions between endothelial cells with glycogen metabolizing TME cell-related subtypes and different glycogen subtype cell clusters. SCENIC analysis of transcription factors upstream of TME cell clusters with different glycogen metabolism. In addition, TME cell clusters of glycogen metabolism were found to be enriched in expression in CAF subtypes, CD8 depleted, M1, and M2 types. Bulk-seq analysis showed the prognostic significance of glycogen metabolism-mediated TME cell clusters in HCC, while a significant immune response was found in the immunotherapy cohort in patients treated with immune checkpoint blockade (ICB), especially for CAFs, T cells, and macrophages. In summary, our study reveals for the first time that glycogen metabolism mediates intercellular communication in the hepatocellular carcinoma microenvironment while elucidating the anti-tumor mechanisms and immune prognostic responses of different subtypes of cell clusters.

糖原代谢在肝细胞癌(HCC)的发生发展中起着关键作用,但糖原代谢基因在肿瘤微环境(TME)中的功能仍有待阐明。研究人员从10个HCC肿瘤样本共64545个细胞中获得了单细胞RNA-seq数据,并通过非负矩阵因式分解(NMF)分析了65个糖原代谢基因。利用公共数据库中的 HCC 和免疫治疗队列预测了新糖原 TME 细胞群的预后和免疫反应。HCC单细胞分析分为成纤维细胞、NT T细胞、巨噬细胞、内皮细胞和B细胞,并通过糖代谢基因注释将其分别划分为新的细胞群。伪时间轨迹分析显示了不同糖原亚型细胞群的时间分化轨迹。细胞通讯分析揭示了内皮细胞与糖原代谢 TME 细胞相关亚型和不同糖原亚型细胞簇之间广泛的相互作用。对不同糖原代谢的 TME 细胞簇上游转录因子进行 SCENIC 分析。此外,还发现糖原代谢的TME细胞集群在CAF亚型、CD8耗竭型、M1型和M2型中表达丰富。大量序列分析表明,糖原代谢介导的TME细胞集群在HCC中具有预后意义,而在接受免疫检查点阻断(ICB)治疗的患者中,免疫疗法队列中发现了显著的免疫反应,尤其是CAFs、T细胞和巨噬细胞。总之,我们的研究首次揭示了糖代谢介导肝癌微环境中的细胞间通讯,同时阐明了不同亚型细胞簇的抗肿瘤机制和免疫预后反应。
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引用次数: 0
Gastric cancer secreted miR-214-3p inhibits the anti-angiogenesis effect of apatinib by suppressing ferroptosis in vascular endothelial cells. 胃癌分泌的miR-214-3p通过抑制血管内皮细胞的铁凋亡抑制阿帕替尼的抗血管生成作用
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.046676
Weixue Wang, Tongtong Wang, Yan Zhang, Ting Deng, Haiyang Zhang, Y I Ba

Different from necrosis, apoptosis, autophagy and other forms of cell death, ferroptosis is a mechanism that catalyzes lipid peroxidation of polyunsaturated fatty acids under the action of iron divalent or lipoxygenase, leading to cell death. Apatinib is currently used in the third-line standard treatment of advanced gastric cancer, targeting the anti-angiogenesis pathway. However, Apatinib-mediated ferroptosis in vascular endothelial cells has not been reported yet. Tumor-secreted exosomes can be taken up into target cells to regulate tumor development, but the mechanism related to vascular endothelial cell ferroptosis has not yet been discovered. Here, we show that exosomes secreted by gastric cancer cells carry miR-214-3p into vascular endothelial cells and directly target zinc finger protein A20 to negatively regulate ACSL4, a key enzyme of lipid peroxidation during ferroptosis, thereby inhibiting ferroptosis in vascular endothelial cells and reducing the efficiency of Apatinib. In conclusion, inhibition of miR-214-3p can increase the sensitivity of vascular endothelial cells to Apatinib, thereby promoting the antiangiogenic effect of Apatinib, suggesting a potential combination therapy for advanced gastric cancer.

与细胞坏死、凋亡、自噬等细胞死亡形式不同,铁变态反应是在二价铁或脂氧合酶的作用下,催化多不饱和脂肪酸脂质过氧化,导致细胞死亡的一种机制。阿帕替尼目前用于晚期胃癌的三线标准治疗,靶向抗血管生成途径。然而,阿帕替尼介导的血管内皮细胞铁蛋白沉积尚未见报道。肿瘤分泌的外泌体可被靶细胞吸收,从而调控肿瘤的发展,但与血管内皮细胞铁凋亡相关的机制尚未被发现。在这里,我们发现胃癌细胞分泌的外泌体携带miR-214-3p进入血管内皮细胞,并直接靶向锌指蛋白A20,负调控铁氧化过程中脂质过氧化的关键酶ACSL4,从而抑制血管内皮细胞的铁氧化,降低阿帕替尼的效率。总之,抑制miR-214-3p可增加血管内皮细胞对阿帕替尼的敏感性,从而促进阿帕替尼的抗血管生成作用,为晚期胃癌的联合治疗提供了可能。
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引用次数: 0
The anti-neoplastic effects of metformin modulate the acquired phenotype of fibroblast cells in the breast cancer-normal fibroblast co-culture system. 二甲双胍的抗肿瘤作用可调节乳腺癌-正常成纤维细胞共培养系统中成纤维细胞的获得性表型。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.043926
Samaneh Mostafavi, Zuhair Mohammad Hassan

Intracellular communications between breast cancer and fibroblast cells were reported to be involved in cancer proliferation, growth, and therapy resistance. The hallmarks of cancer-fibroblast interactions, consisting of caveolin 1 (Cav1) and mono-carboxylate transporter 4 (MCT4) (metabolic coupling markers), along with IL-6, TGFβ, and lactate secretion, are considered robust biomarkers predicting recurrence and metastasis. In order to promote a novel phenotype in normal fibroblasts, we predicted that breast cancer cells could be able to cause loss of Cav1 and increase of MCT4, as well as elevate IL-6 and TGFβ in nearby normal fibroblasts. We created a co-culture model using breast cancer (4T1) and normal fibroblast (NIH3T3) cell lines cultured under specific experimental conditions in order to directly test our theory. Moreover, we show that long-term co-culture of breast cancer cells and normal fibroblasts promotes loss of Cav1 and gain of MCT4 in adjacent fibroblasts and increase lactate secretion. These results were validated using the monoculture of each group separately as a control. In this system, we show that metformin inhibits IL-6 and TGFβ secretion and re-expresses Cav1 in both cells. However, MCT4 and lactate stayed high after treatment with metformin. In conclusion, our work shows that co-culture with breast cancer cells may cause significant alterations in the phenotype and secretion of normal fibroblasts. Metformin, however, may change this state and affect fibroblasts' acquired phenotypes. Moreover, mitochondrial inhibition by metformin after 8 days of treatment, significantly hinders tumor growth in mouse model of breast cancer.

据报道,乳腺癌细胞与成纤维细胞之间的细胞内通讯参与了癌症的增殖、生长和耐药性。癌细胞与成纤维细胞相互作用的标志包括洞穴素 1(Cav1)和单羧酸盐转运体 4(MCT4)(代谢耦合标志),以及 IL-6、TGFβ 和乳酸盐分泌,它们被认为是预测复发和转移的可靠生物标志物。为了促进正常成纤维细胞的新表型,我们预测乳腺癌细胞可能会导致附近正常成纤维细胞中 Cav1 的缺失和 MCT4 的增加,以及 IL-6 和 TGFβ 的升高。为了直接验证我们的理论,我们利用乳腺癌(4T1)和正常成纤维细胞(NIH3T3)在特定实验条件下培养的细胞系创建了共培养模型。此外,我们还发现,乳腺癌细胞与正常成纤维细胞长期共培养会促进邻近成纤维细胞中 Cav1 的缺失和 MCT4 的增殖,并增加乳酸分泌。这些结果以每组单独培养的细胞为对照进行了验证。在这一系统中,我们发现二甲双胍能抑制 IL-6 和 TGFβ 的分泌,并在两种细胞中重新表达 Cav1。然而,二甲双胍处理后,MCT4 和乳酸仍保持在高水平。总之,我们的研究表明,与乳腺癌细胞共培养可能会导致正常成纤维细胞的表型和分泌发生显著变化。而二甲双胍可能会改变这种状态,影响成纤维细胞的后天表型。此外,二甲双胍对线粒体的抑制作用在治疗 8 天后会显著阻碍乳腺癌小鼠模型的肿瘤生长。
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引用次数: 0
Low expression of fatty acid oxidation related gene ACADM indicates poor prognosis of renal clear cell carcinoma and is related to tumor immune infiltration. 脂肪酸氧化相关基因 ACADM 的低表达预示着肾透明细胞癌的不良预后,并与肿瘤免疫浸润有关。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2024-02-06 eCollection Date: 2024-01-01 DOI: 10.32604/or.2023.030462
Jiechuan Qiu, Tianmin Yang, Yanning Sun, Kai Sun, Yingkun Xu, Qinghua Xia

This research aims to identify the key fatty acid beta-oxidation (FAO) genes that are altered in kidney renal clear cell carcinoma (KIRC) and to analyze the role of these genes in KIRC. The Gene Expression Omnibus (GEO) and FAO datasets were used to identify these key genes. Wilcoxon rank sum test was used to assess the levels of acyl-CoA dehydrogenase medium chain (ACADM) between KIRC and non-cancer samples. The logistic regression and Wilcoxon rank sum test were used to explore the association between ACADM and clinical features. The diagnostic performance of ACADM for KIRC was assessed using a diagnostic receiver operating characteristic (ROC) curve. The co-expressed genes of ACADM were identified in LinkedOmics database, and their function and pathway enrichment were analyzed. The correlation between ACADM expression level and immune infiltration was analyzed by Gene Set Variation Analysis (GSVA) method. Additionally, the proliferation, migration, and invasion abilities of KIRC cells were assessed after overexpressing ACADM. Following differential analysis and intersection, we identified six hub genes, including ACADM. We found that the expression level of ACADM was decreased in KIRC tissues and had a better diagnostic effect (AUC = 0.916). Survival analysis suggested that patients with decreased ACADM expression had a worse prognosis. According to correlation analysis, a variety of clinical features were associated with the expression level of ACADM. By analyzing the infiltration level of immune cells, we found that ACADM may be related to the enrichment of immune cells. Finally, ACADM overexpression inhibited proliferation, migration, and invasion of KIRC cells. In conclusion, our findings suggest that reduced ACADM expression in KIRC patients is indicative of poor prognosis. These results imply that ACADM may be a diagnostic and prognostic marker for individuals with KIRC, offering a reference for clinicians in diagnosis and treatment.

本研究旨在确定肾透明细胞癌(KIRC)中发生改变的关键脂肪酸β-氧化(FAO)基因,并分析这些基因在KIRC中的作用。基因表达总库(GEO)和FAO数据集被用来识别这些关键基因。Wilcoxon 秩和检验用于评估 KIRC 与非癌症样本之间酰基-CoA 脱氢酶中链(ACADM)的水平。逻辑回归和 Wilcoxon 秩和检验用于探讨 ACADM 与临床特征之间的关联。利用诊断接收者操作特征曲线(ROC)评估了 ACADM 对 KIRC 的诊断性能。在LinkedOmics数据库中确定了ACADM的共表达基因,并对其功能和通路富集进行了分析。利用基因组变异分析(Gene Set Variation Analysis,GSVA)方法分析了ACADM表达水平与免疫浸润的相关性。此外,还评估了过表达 ACADM 后 KIRC 细胞的增殖、迁移和侵袭能力。经过差异分析和交叉分析,我们确定了包括 ACADM 在内的六个枢纽基因。我们发现,ACADM 在 KIRC 组织中的表达水平降低,并且具有更好的诊断效果(AUC = 0.916)。生存分析表明,ACADM 表达降低的患者预后较差。根据相关性分析,多种临床特征与 ACADM 的表达水平相关。通过分析免疫细胞的浸润水平,我们发现 ACADM 可能与免疫细胞的富集有关。最后,ACADM 的过表达抑制了 KIRC 细胞的增殖、迁移和侵袭。总之,我们的研究结果表明,ACADM 在 KIRC 患者中的表达减少表明预后不良。这些结果表明,ACADM 可作为 KIRC 患者的诊断和预后标志物,为临床医生的诊断和治疗提供参考。
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引用次数: 0
Extensive prediction of drug response in mutation-subtype-specific LUAD with machine learning approach. 利用机器学习方法广泛预测突变亚型特异性 LUAD 的药物反应。
IF 3.1 4区 医学 Q1 Medicine Pub Date : 2023-12-28 eCollection Date: 2023-01-01 DOI: 10.32604/or.2023.042863
Kegang Jia, Yawei Wang, Q I Cao, Youyu Wang

Background: Lung cancer is the most prevalent cancer diagnosis and the leading cause of cancer death worldwide. Therapeutic failure in lung cancer (LUAD) is heavily influenced by drug resistance. This challenge stems from the diverse cell populations within the tumor, each having unique genetic, epigenetic, and phenotypic profiles. Such variations lead to varied therapeutic responses, thereby contributing to tumor relapse and disease progression.

Methods: The Genomics of Drug Sensitivity in Cancer (GDSC) database was used in this investigation to obtain the mRNA expression dataset, genomic mutation profile, and drug sensitivity information of NSCLS. Machine Learning (ML) methods, including Random Forest (RF), Artificial Neurol Network (ANN), and Support Vector Machine (SVM), were used to predict the response status of each compound based on the mRNA and mutation characteristics determined using statistical methods. The most suitable method for each drug was proposed by comparing the prediction accuracy of different ML methods, and the selected mRNA and mutation characteristics were identified as molecular features for the drug-responsive cancer subtype. Finally, the prognostic influence of molecular features on the mutational subtype of LUAD in publicly available datasets.

Results: Our analyses yielded 1,564 gene features and 45 mutational features for 46 drugs. Applying the ML approach to predict the drug response for each medication revealed an upstanding performance for SVM in predicting Afuresertib drug response (area under the curve [AUC] 0.875) using CIT, GAS2L3, STAG3L3, ATP2B4-mut, and IL15RA-mut as molecular features. Furthermore, the ANN algorithm using 9 mRNA characteristics demonstrated the highest prediction performance (AUC 0.780) in Gefitinib with CCL23-mut.

Conclusion: This work extensively investigated the mRNA and mutation signatures associated with drug response in LUAD using a machine-learning approach and proposed a priority algorithm to predict drug response for different drugs.

背景:肺癌是全球发病率最高的癌症,也是导致癌症死亡的主要原因。肺癌(LUAD)治疗失败在很大程度上受到耐药性的影响。这一挑战源于肿瘤内不同的细胞群,每个细胞群都有独特的遗传、表观遗传和表型特征。这种差异导致不同的治疗反应,从而导致肿瘤复发和疾病进展:本研究利用癌症药物敏感性基因组学(GDSC)数据库获取 NSCLS 的 mRNA 表达数据集、基因组突变图谱和药物敏感性信息。根据使用统计方法确定的 mRNA 和突变特征,使用机器学习(ML)方法,包括随机森林(RF)、人工神经网络(ANN)和支持向量机(SVM),预测每种化合物的反应状态。通过比较不同 ML 方法的预测准确性,提出了最适合每种药物的方法,并将选定的 mRNA 和突变特征确定为药物反应性癌症亚型的分子特征。最后,在公开数据集中分析了分子特征对LUAD突变亚型的预后影响:我们的分析为46种药物提供了1,564个基因特征和45个突变特征。采用ML方法预测每种药物的药物反应时,发现SVM在预测Afuresertib药物反应时表现出色(曲线下面积[AUC]0.875),其分子特征为CIT、GAS2L3、STAG3L3、ATP2B4-突变和IL15RA-突变。此外,使用 9 种 mRNA 特征的 ANN 算法在吉非替尼与 CCL23 突变的预测中表现出最高的预测性能(AUC 0.780):本研究采用机器学习方法广泛研究了与 LUAD 药物反应相关的 mRNA 和突变特征,并提出了一种优先算法来预测不同药物的药物反应。
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引用次数: 0
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Oncology Research
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