Modelling Matured mRNA for Gene Expression Using Residue Number System

The recent computing power and developments in Artificial Intelligence (AI) and machine learning have shifted research attention to the relevance of ascribing digital and computational ability to bioinformatics. Prior to developing into a mature messenger RNA (mRNA) that controls protein synthesis, the first ribonucleic acid (RNA) transcribed from a gene's deoxyribonucleic acid (DNA) template in most eukaryotes and some prokaryotic species must undergo processing. While processing mRNA, certain non-coding sections, introns, are excised, and the final, known as exons or coding regions, remain and are spliced to form mature mRNA. Number systems form the foundation for digital applications and there has been no known digital or computational model that has focused on RNS’ ability to model the matured messenger RNA train. The binary number system has served as the foundation for several digital and bioinformatics models. As there are only four (4) nitrogenous bases, applications based on a quaternary number system are desired for molecular biology. The excision of introns occurs at conserved sequences and the splicing of exons at exon junctions. The conserved sequences are modelled as sequences of RNS digits. In the lariat formation, the conserved sequence links up with a branch point to form a stop codon at the neck of the lariat. During splicing, the exon junctions of the preceding exons are spliced with the start base of the succeeding exon, and these are modelled as di-bases. This enables an easy and simple RNS modelling of intron excision and exon splicing processes. This technique is well-structured algorithmically within the RNS space, reinforcing experts' claim for a quaternary number system for molecular biological applications.

Authors

Publication Details

Journal
International Journal of Pharmacy and Biomedical Engineering
Published
2025-03-17
DOI
https://doi.org/10.14445/23942576/ijpbe-v12i1p101
Primary Topic
VLSI and Analog Circuit Testing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Modelling Matured mRNA for Gene Expression Using Residue Number System

Daniel Kuyoli Ngala, Joshua Apigagua Akanbasiam, Kwame Osei Boateng
International Journal of Pharmacy and Biomedical Engineering
VLSI and Analog Circuit Testing
article

Modelling Matured mRNA for Gene Expression Using Residue Number System

Daniel Kuyoli Ngala, Joshua Apigagua Akanbasiam, Kwame Osei Boateng
article en

Abstract

The recent computing power and developments in Artificial Intelligence (AI) and machine learning have shifted research attention to the relevance of ascribing digital and computational ability to bioinformatics. Prior to developing into a mature messenger RNA (mRNA) that controls protein synthesis, the first ribonucleic acid (RNA) transcribed from a gene's deoxyribonucleic acid (DNA) template in most eukaryotes and some prokaryotic species must undergo processing. While processing mRNA, certain non-coding sections, introns, are excised, and the final, known as exons or coding regions, remain and are spliced to form mature mRNA. Number systems form the foundation for digital applications and there has been no known digital or computational model that has focused on RNS’ ability to model the matured messenger RNA train. The binary number system has served as the foundation for several digital and bioinformatics models. As there are only four (4) nitrogenous bases, applications based on a quaternary number system are desired for molecular biology. The excision of introns occurs at conserved sequences and the splicing of exons at exon junctions. The conserved sequences are modelled as sequences of RNS digits. In the lariat formation, the conserved sequence links up with a branch point to form a stop codon at the neck of the lariat. During splicing, the exon junctions of the preceding exons are spliced with the start base of the succeeding exon, and these are modelled as di-bases. This enables an easy and simple RNS modelling of intron excision and exon splicing processes. This technique is well-structured algorithmically within the RNS space, reinforcing experts' claim for a quaternary number system for molecular biological applications.

International Journal of Pharmacy and Biomedical EngineeringVol. 12(1)
Zero hunger
Openalex Percentile: Top 96%
VLSI and Analog Circuit Testing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Modelling Matured mRNA for Gene Expression Using Residue Number System — Daniel Kuyoli Ngala, Joshua Apigagua Akanbasiam, et al. · International Journal of Pharmacy and Biomedical Engineering (2025) | TGRS Research Map | TGRS