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结直肠癌肝转移的转录组分析:长链非编码RNA和融合转录本在疾病发病机制中的重要性。

Transcriptome analysis of colorectal cancer liver metastasis: The importance of long non-coding RNAs and fusion transcripts in the disease pathogenesis.

作者信息

Talebi Amin, Rokni Parisa, Kerachian Mohammad Amin

机构信息

Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.

Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.

出版信息

Mol Cell Probes. 2022 Jun;63:101816. doi: 10.1016/j.mcp.2022.101816. Epub 2022 Apr 1.

Abstract

BACKGROUND

Despite several attempts to define the many genomic aspects of colorectal cancer liver metastasis (CRC-LM), there is still a lack of a complete and accurate picture of the cancer transcriptome and its function in the generation of metastasis.

METHODS

Cancer Genome Atlas Sequence Read Archive (SRA) was used to get RNA sequencing data for CRC-LM and primary CRC. The CDseqR deconvolution method followed by the edgeR statistical approach was employed to accurately find differentially expressed genes (DEGs). Weighted gene co-expression network analysis (WGCNA) was used to determine the long non-coding RNA (lncRNA) and mRNA pairs in CRC-LM etiology. Three alternative methods were used to explore fusion transcripts to anticipate the potential driver chimeras.

RESULTS

Multiple cancer-related pathways were enriched in the up-regulated genes, including cell cycle, DNA replication, and RNA transport. SPP1 was the most up-regulated gene important in the cellular proliferation and migration and CCDC152 was the most down-regulated gene known in the metastatic spread of CRC. There were seven distinct lncRNAs discovered, two of which were novel (LOC107984834 and LOC107985040) and associated with metastatic related pathways such as the extracellular matrix-receptor interaction. Overall survival analysis demonstrated that SPP1 and LOC107985040 were significantly associated with poor prognosis outcomes. Seven new fusion transcripts were found in seven CRC-LM patients (22.5%) anticipated to have potential driver functions in cancer.

CONCLUSION

The newly discovered dysregulated genes and other transcriptome abnormalities could contribute to a better understanding of the CRC-LM underlying mechanism, leading to the development of new diagnostic, prognostic, and therapeutic molecular options for personalized medicine.

摘要

背景

尽管人们多次尝试定义结直肠癌肝转移(CRC-LM)的诸多基因组特征,但对于癌症转录组及其在转移发生过程中的功能仍缺乏完整而准确的认识。

方法

利用癌症基因组图谱序列读取存档(SRA)获取CRC-LM和原发性结直肠癌的RNA测序数据。采用CDseqR反卷积方法,随后结合edgeR统计方法,准确找出差异表达基因(DEG)。使用加权基因共表达网络分析(WGCNA)确定CRC-LM病因中的长链非编码RNA(lncRNA)和mRNA对。采用三种替代方法探索融合转录本,以预测潜在的驱动嵌合体。

结果

多个与癌症相关的通路在上调基因中富集,包括细胞周期、DNA复制和RNA转运。SPP1是在细胞增殖和迁移中最重要的上调基因,而CCDC152是在CRC转移扩散中已知的下调最明显的基因。发现了7种不同的lncRNA,其中两种是新的(LOC107984834和LOC107985040),并与细胞外基质-受体相互作用等转移相关通路有关。总生存分析表明,SPP1和LOC107985040与不良预后结果显著相关。在7例CRC-LM患者(22.5%)中发现了7种新的融合转录本,预计它们在癌症中具有潜在的驱动功能。

结论

新发现的失调基因和其他转录组异常有助于更好地理解CRC-LM的潜在机制,从而为个性化医疗开发新的诊断、预后和治疗分子选择。

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