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胃肠道癌症中的关键复杂剪接因子——一项计算机模拟研究

Commitment Complex Splicing Factors in Cancers of the Gastrointestinal Tract-An In Silico Study.

作者信息

Zhang Yun, Simko Alexandria Carrasquillo, Okoro Uzondu, Sibert Deja Jamese, Moon Jin Hyung, Liu Bin, Matin Angabin

机构信息

Department of Pharmaceutical Sciences, Texas Southern University, Houston, TX, USA.

Department of Biomedical Sciences, Mercer University School of Medicine, Macon, GA, USA.

出版信息

Bioinform Biol Insights. 2024 Oct 15;18:11779322241287115. doi: 10.1177/11779322241287115. eCollection 2024.

Abstract

The initial step in pre-mRNA splicing involves formation of a spliceosome commitment complex (CC) or E-complex by factors that serve to bind and mark the exon-intron boundaries that will undergo splicing. The CC component U1 snRNP assembles at the 5'-splice site (ss), whereas SF1, U2AF2, and U2AF1 define the 3'-ss of the intron. A PRP40 protein bridges U1 snRNP with factors at the 3'-ss. To determine how defects in CC components impact cancers, we analyzed human gastrointestinal (GI) cancer patient tissue and clinical data from cBioPortal. cBioPortal datasets were analyzed for CC factor alterations and patient outcomes in GI cancers (bowel, stomach, esophagus, pancreas, and liver). In addition, co-expression datasets were used to determine the splicing targets of the CC. Our analysis found that frequency of genetic changes was low (1%-13%), but when combined with changes in expression levels, there was an overall surprisingly high incidence of CC component (>30%) alterations in GI cancers. Colon cancer patients carrying driver gene mutations had high incidences of CC alterations (19%-61%), whereas patients with , , or gene mutations had low (<5%) incidences of CC alterations. Most significantly, patients with mutations in CC genes exhibited a consistent trend of favorable survival rates, indicating that mutations that impair or lower CC component expression favor patient survival. Conversely, patients with high CC expression had worse survival. Pathway analysis indicates that the CC regulates specific metabolic and tumor suppressor pathways. Metabolic pathways involved in cell survival, nutrition, biosynthesis, autophagy, cellular movement (invasion), or immune surveillance pathways correlated with CC factor upregulation, whereas tumor suppressor pathways, which regulate cell proliferation and apoptosis, were inversely correlated with CC factor upregulation. This study demonstrates the versatility of in silico analysis to determine molecular function of large macromolecular complexes such as the spliceosome CC. Furthermore, our analysis indicates that therapeutic lowering of CC levels in colon cancer patients may enhance patient survival.

摘要

前体mRNA剪接的第一步涉及由一些因子形成剪接体起始复合物(CC)或E复合物,这些因子用于结合并标记将要进行剪接的外显子-内含子边界。CC组分U1 snRNP在5'剪接位点(ss)组装,而SF1、U2AF2和U2AF1确定内含子的3'剪接位点。一种PRP40蛋白将U1 snRNP与3'剪接位点的因子连接起来。为了确定CC组分中的缺陷如何影响癌症,我们分析了人类胃肠道(GI)癌症患者组织以及来自cBioPortal的临床数据。对cBioPortal数据集进行分析,以了解GI癌症(肠道、胃、食管、胰腺和肝脏)中CC因子的改变情况以及患者的预后。此外,共表达数据集用于确定CC的剪接靶点。我们的分析发现,基因变化的频率较低(1%-13%),但与表达水平的变化相结合时,GI癌症中CC组分的改变总体发生率惊人地高(>30%)。携带驱动基因突变的结肠癌患者CC改变的发生率较高(19%-61%),而携带 、 或 基因突变的患者CC改变的发生率较低(<5%)。最显著的是,CC基因发生突变的患者表现出存活率良好的一致趋势,这表明损害或降低CC组分表达的突变有利于患者存活。相反,CC高表达的患者存活率较差。通路分析表明,CC调节特定的代谢和肿瘤抑制通路。与细胞存活、营养、生物合成、自噬、细胞运动(侵袭)或免疫监视相关的代谢通路与CC因子上调相关,而调节细胞增殖和凋亡的肿瘤抑制通路与CC因子上调呈负相关。这项研究证明了计算机分析在确定大型大分子复合物(如剪接体CC)分子功能方面的多功能性。此外,我们的分析表明,降低结肠癌患者的CC水平可能会提高患者存活率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b18/11483837/c0ffbc119630/10.1177_11779322241287115-fig1.jpg

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