Medical research center, Shaoxing People's Hospital, No. 568, Zhongxing North Road, Shaoxing, 312000, Zhejiang, China.
Shaoxing People's Hospital, No. 568, Zhongxing North Road, Shaoxing, 312000, Zhejiang, China.
Sci Rep. 2024 Sep 2;14(1):20446. doi: 10.1038/s41598-024-71465-5.
Colorectal cancer (CRC) is a wide-spread gastrointestinal cancer that is associated with augmented morbidity and mortality, and we do not yet have a deep understanding of its epidemiology and carcinogenicity. The transcriptome can reveal the complexity and heterogeneity of tumors and uncover new biomarkers or treatment options. In this study, we identified messenger RNAs (mRNAs), long non-coding RNAs (lncRNAs), round RNAs (circRNAs), and microRNAs (miRNAs) using whole-transcriptome sequencing and generated competing endogenous RNA (ceRNA) modulatory axes. We conducted whole transcriptome sequencing on 10 CRC and para-cancer (CRCP) samples and discovered 2465 differentially expressed (DE) mRNAs (DEmRNAs), 77 DE miRNAs (DEmiRNAs). 2852 DE lncRNAs (DElncRNAs) and 1477 DE circRNAs (DEcircRNAs). In addition, utilizing co-DE analysis, we generated the ceRNA axis. Subsequently, we employed the ceRNA axis to identify essential genes and corresponding associations with lncRNAs, circRNAs, and miRNAs in CRC. ceRNA regulatory network including mRNA-miRNA-lncRNA and mRNA-miRNA-circRNA. These modulatory axes potentially modulate the positive regulation of smooth muscle contraction, melanosome, plasma membrane, integral plasma membrane component and so on. Finally, the results of RNA sequencing (RNA-SEQ) were combined with the TCGA and GEO databases, and the DEGs strongly correlated with the TCGA-COAD overall survival (OS) as estimated by univariate cox and logarithmic rank analyses were cross-analyzed, and the co-upregulated DEGs were screened. Among the many DEs, KPNA2 was chosen for additional analysis. Using invitro experimentations, western blot, CCK8, EdU and other experiments were performed to verify the results. We found siRNA-based KPNA2 depletion reduces bladder cancer cells' viability, migratory, and proliferative activities, which showed that the DEmRNA profiles were comparable to the sequencing information, confirming that the sequencing data were very reliable. These evidences highlight the ceRNA regulatory mechanisms in CRC and will aid future research into the molecular mechanisms behind colorectal cancer prevention and treatment.
结直肠癌(CRC)是一种广泛存在的胃肠道癌症,与发病率和死亡率增加有关,我们对其流行病学和致癌性还没有深入的了解。转录组可以揭示肿瘤的复杂性和异质性,并发现新的生物标志物或治疗方法。在这项研究中,我们使用全转录组测序鉴定了信使 RNA(mRNA)、长非编码 RNA(lncRNA)、环状 RNA(circRNA)和 microRNA(miRNA),并生成了竞争性内源性 RNA(ceRNA)调节轴。我们对 10 个 CRC 和癌旁组织(CRCP)样本进行了全转录组测序,发现了 2465 个差异表达的 mRNA(DEmRNAs)、77 个差异表达的 miRNA(DEmiRNAs)、2852 个差异表达的 lncRNA(DElncRNAs)和 1477 个差异表达的 circRNA(DEcircRNAs)。此外,我们通过共差异表达分析生成了 ceRNA 轴。随后,我们利用 ceRNA 轴识别了与 CRC 中 lncRNA、circRNA 和 miRNA 相关的关键基因。ceRNA 调控网络包括 mRNA-miRNA-lncRNA 和 mRNA-miRNA-circRNA。这些调节轴可能调节平滑肌收缩、黑素体、质膜、质膜整体成分等的正向调节。最后,将 RNA 测序(RNA-SEQ)的结果与 TCGA 和 GEO 数据库相结合,对与 TCGA-COAD 总生存(OS)强烈相关的 DEGs 进行单变量 cox 和对数秩分析,并进行交叉分析,筛选出共上调的 DEGs。在众多的 DEs 中,选择 KPNA2 进行进一步分析。通过体外实验、western blot、CCK8、EdU 等实验验证结果。我们发现基于 siRNA 的 KPNA2 耗竭降低了膀胱癌细胞的活力、迁移和增殖活性,这表明 DEmRNA 图谱与测序信息相当,证实了测序数据非常可靠。这些证据突出了 CRC 中的 ceRNA 调控机制,并将有助于未来对结直肠癌预防和治疗的分子机制的研究。