在癌症中建模ncRNA协同调节
Junpeng Zhang1, Chenchen Xiong1,2, Xuemei Wei1
1School of Engineering, Dali University, Dali, Yunnan, China.
Methods in molecular biology (Clifton, N.J.)
|December 20, 2024
概括
非编码RNAs (ncRNAs) 调节基因表达,对癌症的发展至关重要. 本综述探讨了模拟癌症中ncRNA协同调节的计算方法,以帮助诊断和治疗.
科学领域:
- 基因组学就是基因组学.
- 分子生物学分子生物学
- 生物信息学是一种生物信息学.
背景情况:
- 癌症是一种由协同基因相互作用驱动的多基因疾病.
- 非编码RNAs (ncRNAs) 是基因表达的关键调节者,并具有作为癌症生物标志物的潜力.
- 了解ncRNA调节对于癌症诊断和治疗至关重要,但仍未得到充分研究.
研究的目的:
- 提供计算方法的全面概述,用于建模癌症中的ncRNA协同调节.
- 审查现有的数据库,工具和分析ncRNA-癌症关联和监管机制的方法.
主要方法:
- 对与癌症相关的ncRNA数据库和工具的调查.
- 研究模拟ncRNA指导和ncRNA介导调节的方法.
- 探索用于建模ncRNA协同相互作用和竞争的计算工具.
主要成果:
- 确定并审查了一系列用于ncRNA调节分析的计算工具和方法.
- 强调了多omics数据在开发ncRNA与癌症关联的预测模型中的重要性.
- 模拟协同监管的分类方法,包括相互作用和竞争.
结论:
- 对ncRNA协同调节的计算建模对于推进癌症研究至关重要.
- 需要进一步开发工具和方法,以充分阐明ncRNAs在癌症中的作用.
- 未来的研究应该专注于应对挑战,并探索该领域的新方向.
相关概念视频
MicroRNAs
3.0K
MicroRNA (miRNA) are short, regulatory RNA transcribed from introns (non-coding regions of a gene) or intergenic regions (stretches of DNA present between genes). Several processing steps are required to form biologically active, mature miRNA. The initial transcript, called primary miRNA (pri-mRNA), base-pairs with itself, forming a stem-loop structure. Within the nucleus, an endonuclease enzyme, called Drosha, shortens the stem-loop structure into hairpin-shaped pre-miRNA. After the pre-miRNA...
3.0K
Adaptive Mechanisms in Cancer Cells
5.7K
Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
5.7K
lncRNA - Long Non-coding RNAs
8.5K
In humans, more than 80% of the genome gets transcribed. However, only around 2% of the genome codes for proteins. The remaining part produces non-coding RNAs which includes ribosomal RNAs, transfer RNAs, telomerase RNAs, and regulatory RNAs, among other types. A large number of regulatory non-coding RNAs have been classified into two groups depending upon their length – small non-coding RNAs, such as microRNA, which are less than 200 nucleotides in length, and long non-coding RNA...
8.5K
Mechanisms of Retrovirus-induced Cancers
5.0K
Retroviruses are RNA viruses that have been shown to cause cancers in diverse species, including chickens, mice, cats, and monkeys. The RNA genomes of these viruses are first reverse-transcribed into single and then double-stranded DNA (dsDNA) copies. This dsDNA called proviral DNA then integrates into the host genome. Subsequently, the host cell transcribes the proviral DNA in concert with the chromosomal DNA. This leads to the production of viral RNA and proteins that assemble at the host...
5.0K
Regulation of Expression at Multiple Steps
869
The gene expression in cells is regulated at different stages: (i) transcription, (ii) RNA processing, (iii) RNA localization, and (iv) translation. Transcriptional regulation is mediated by regulatory proteins such as transcription factors, activators, or repressors—these control gene expression by initiating or inhibiting the transcription of genes. Once a precursor or pre-mRNA is produced, it undergoes post-transcriptional modification, including 5' capping, splicing, and the...
869
mTOR Signaling and Cancer Progression
3.7K
The mammalian target of rapamycin or mTOR protein was discovered in 1994 due to its direct interaction with rapamycin. The protein gets its name from a yeast homolog called TOR. The mTOR protein complex in mammalian cells plays a major role in balancing anabolic processes such as the synthesis of proteins, lipids, and nucleotides and catabolic processes, such as autophagy in response to environmental cues, such as availability of nutrients and growth factors.
The mTOR pathway or the...
The mTOR pathway or the...
3.7K


