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长链非编码RNA XIST在非小细胞肺癌细胞中增殖作用的布尔模型

A Boolean Model of the Proliferative Role of the lncRNA XIST in Non-Small Cell Lung Cancer Cells.

作者信息

Gupta Shantanu, Silveira Daner A, Hashimoto Ronaldo F, Mombach Jose Carlos M

机构信息

Departamento de Ciência da Computação, Instituto de Matemática e Estatística, Universidade de São Paulo, Rua do Matão 1010, São Paulo 05508-090, SP, Brazil.

Departamento de Física, Universidade Federal de Santa Maria, Santa Maria 97105-900, RS, Brazil.

出版信息

Biology (Basel). 2022 Mar 22;11(4):480. doi: 10.3390/biology11040480.

Abstract

The long non-coding RNA X inactivate-specific transcript (lncRNA XIST) has been verified as an oncogenic gene in non-small cell lung cancer (NSCLC) whose regulatory role is largely unknown. The important tumor suppressors, microRNAs: miR-449a and miR-16 are regulated by lncRNA XIST in NSCLC, these miRNAs share numerous common targets and experimental evidence suggests that they synergistically regulate the cell-fate regulation of NSCLC. LncRNA XIST is known to sponge miR-449a and miR-34a, however, the regulatory network connecting all these non-coding RNAs is still unknown. Here we propose a Boolean regulatory network for the G1/S cell cycle checkpoint in NSCLC contemplating the involvement of these non-coding RNAs. Model verification was conducted by comparison with experimental knowledge from NSCLC showing good agreement. The results suggest that miR-449a regulates miR-16 and p21 activity by targeting HDAC1, c-Myc, and the lncRNA XIST. Furthermore, our circuit perturbation simulations show that five circuits are involved in cell fate determination between senescence and apoptosis. The model thus allows pinpointing the direct cell fate mechanisms of NSCLC. Therefore, our results support that lncRNA XIST is an attractive target of drug development in tumor growth and aggressive proliferation of NSCLC, and promising results can be achieved through tumor suppressor miRNAs.

摘要

长链非编码RNA X染色体失活特异性转录本(lncRNA XIST)已被证实是非小细胞肺癌(NSCLC)中的一个致癌基因,但其调控作用在很大程度上尚不清楚。重要的肿瘤抑制因子,即微小RNA:miR - 449a和miR - 16,在NSCLC中受lncRNA XIST调控,这些微小RNA有许多共同靶点,且实验证据表明它们协同调节NSCLC的细胞命运调控。已知lncRNA XIST可吸附miR - 449a和miR - 34a,然而,连接所有这些非编码RNA的调控网络仍不清楚。在此,我们提出一个考虑了这些非编码RNA参与情况的NSCLC中G1/S细胞周期检查点的布尔调控网络。通过与来自NSCLC的实验知识进行比较来进行模型验证,结果显示吻合度良好。结果表明,miR - 449a通过靶向HDAC1、c - Myc和lncRNA XIST来调节miR - 16和p21的活性。此外,我们的电路扰动模拟表明,有五个电路参与衰老和凋亡之间的细胞命运决定。该模型因此能够确定NSCLC的直接细胞命运机制。所以,我们的结果支持lncRNA XIST是NSCLC肿瘤生长和侵袭性增殖中药物开发的一个有吸引力的靶点,并且通过肿瘤抑制性微小RNA可以取得有前景的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/63b5/9024590/c8d2f1f03b82/biology-11-00480-g001.jpg

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