Understanding the Molecular Mechanism of Progressive Diseases: An Integrative Omics Network Approach
March 20, 2026 @ 10:00 – 11:00 CET
Muhammad Arif
NBIS and SciLifeLab Data Centre arrange an open SciLifeLab AI Seminar Series aimed at knowledge-sharing about Artificial Intelligence and applications in the Life Science community. The seminar series is open to everyone. The seminar is run over Zoom on the third Friday of the month during academic terms, typically between 10 and 11 am, with approx. 45 min presentation and 15 min discussion.
When: March 20, 10:00-11:00
Where: Zoom http://meet.nbis.se/ainw
Speaker: Muhammad Arif
DDLS fellow Precision Medicine and Diagnostics, University of Gothenburg
Abstract
Many common diseases, including cardiovascular and metabolic disorders, develop gradually through complex biological changes long before symptoms appear. This work presents a data-driven, systems-level approach that integrates large-scale omics data with network analysis to uncover how these diseases progress. By examining interactions across thousands of genes and pathways simultaneously, the framework identifies key molecular drivers of aging and peripheral artery disease, reveals early warning signals, and highlights potential therapeutic targets. This integrative strategy illustrates how combining biology with computational approaches can accelerate discovery and advance earlier, more personalized medical care.
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