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• W2754278758 abstract "Resilience is a network property of systems responding under stress, which for biomedicine correlates to chronic or acute insults. Current need exists for models and algorithms to study whole transcriptome differences between tissues and disease states to understand resilience. Goal of this effort is to interpret cellular transcription in a dynamic system biology framework of RNA molecules forming an information structure with regulatory properties acting on individual transcripts. We develop and evaluate a bioinformatics framework based on information theory that utilizes RNA expression data to create a whole transcriptome model of interaction that could lead to the discovery of new biological control mechanisms. This addresses a fundamental question as to why transcription yields such a small fraction of protein products. We focus on a transformative concept that individual transcripts collectively form an “information cloud” of sequence words, which for some genes may have significant regulatory impact. Extending the concept of cis‐ and trans‐regulation, we propose to search for RNAs that are modulated by interactions with the transcriptome cloud and calling such examples nebula regulation. This framework has implications as a paradigm change for RNA regulation and provides a deeper understanding of nucleotide sequence structure and ‐omic language meaning." @default.
• W2754278758 created "2017-09-25" @default.
• W2754278758 creator A5060269705 @default.
• W2754278758 date "2017-09-13" @default.
• W2754278758 modified "2023-09-25" @default.
• W2754278758 title "Models of RNA Interaction from Experimental Datasets: Framework of Resilience" @default.
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• W2754278758 doi "https://doi.org/10.5772/intechopen.69452" @default.
• W2754278758 hasPublicationYear "2017" @default.
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