Principles and innovative technologies for decrypting noncoding RNAs: from discovery and functional prediction to clinical application.
Yu-Meng SunYue-Qin ChenPublished in: Journal of hematology & oncology (2020)
Noncoding RNAs (ncRNAs) are a large segment of the transcriptome that do not have apparent protein-coding roles, but they have been verified to play important roles in diverse biological processes, including disease pathogenesis. With the development of innovative technologies, an increasing number of novel ncRNAs have been uncovered; information about their prominent tissue-specific expression patterns, various interaction networks, and subcellular locations will undoubtedly enhance our understanding of their potential functions. Here, we summarized the principles and innovative methods for identifications of novel ncRNAs that have potential functional roles in cancer biology. Moreover, this review also provides alternative ncRNA databases based on high-throughput sequencing or experimental validation, and it briefly describes the current strategy for the clinical translation of cancer-associated ncRNAs to be used in diagnosis.
Keyphrases
- high throughput sequencing
- poor prognosis
- small molecule
- papillary thyroid
- binding protein
- human health
- genome wide
- squamous cell
- high throughput
- magnetic resonance imaging
- squamous cell carcinoma
- single cell
- healthcare
- protein protein
- climate change
- young adults
- long non coding rna
- diffusion weighted imaging
- magnetic resonance
- big data
- machine learning