Implementing a multi-omics graphical model to explore the genetic causes of co-morbid illnesses caused by ageing

Chandan Das, Nagireddy Mounika, Shikhar Gupta, Nimesh Raj, Deepak Malla and Naresh Kaushik

Seminars in Medical Writing and Education, 2024, vol. 3, 538

Abstract: Alanine-Aminotransferase (ALAT) and Gamma-glutamyl Tran peptidase (GGT) indicators are found in the liver. They merged aging and illness to identify molecular pathways underlying age-related illnesses and associated co-morbidities. Markers from the epigenomics, transcriptomics, glycemic, and metabolomics subsets of four separate large-scale omics datasets were merged using the 510 people of the twin’s registry, with a complete collection of illness symptoms. By removing mediated connections, they evaluated depending connections between omics markers and phenotypes using visual random forests. A model with 7 elements that each represents a distinct aspect of ageing is created by including this ground-breaking technique for the integration of multi-omics data. These parts are linked by centers that can cause age-related illness co-morbidities. They pointed to urate as one of these crucial factors that can affect the co-morbidity of renal disease with body structure and weight. The synthesis of the oxytocin hormone links the body structure-related factors to inflammatory Immunoglobulin G (IgG) signs. Therefore, the ongoing low-grade inflammation that often follows obesity can be facilitated by oxytocin. Their multi-omics graphical model shows aging-related biological markers that can contribute to illness co-morbidities and illustrates the interconnectedness of age-related disorders.

Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:dbk:medicw:v:3:y:2024:i::p:538:id:538

DOI: 10.56294/mw2024538

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