Deciphering the molecular landscape of ionising radiation-induced eye damage with the help of genomic data mining.
Katarina BaralicPredrag BožovićDanijela Đukić-ĆosićPublished in: Arhiv za higijenu rada i toksikologiju (2024)
Even at low levels, exposure to ionising radiation can lead to eye damage. However, the underlying molecular mechanisms are not yet fully understood. We aimed to address this gap with a comprehensive in silico approach to the issue. For this purpose we relied on the Comparative Toxicogenomics Database (CTD), ToppGene Suite, Cytoscape, GeneMANIA, and Metascape to identify six key regulator genes associated with radiation-induced eye damage ( ATM , CRYAB , SIRT1 , TGFB1 , TREX1 , and YAP1 ), all of which have physical interactions. Some of the identified molecular functions revolve around DNA repair mechanisms, while others are involved in protein binding, enzymatic activities, metabolic processes, and post-translational protein modifications. The biological processes are mostly centred on response to DNA damage, the p53 signalling pathway in particular. We identified a significant role of several miRNAs, such as hsa-miR-183 and hsamiR-589, in the mechanisms behind ionising radiation-induced eye injuries. Our study offers a valuable method for gaining deeper insights into the adverse effects of radiation exposure.
Keyphrases
- radiation induced
- dna repair
- dna damage
- oxidative stress
- radiation therapy
- dna damage response
- binding protein
- cell proliferation
- long non coding rna
- mental health
- physical activity
- amino acid
- hydrogen peroxide
- gene expression
- single molecule
- transcription factor
- molecular docking
- big data
- electronic health record
- emergency department
- artificial intelligence
- deep learning
- data analysis
- human serum albumin