Emerging landscape of molecular interaction networks: Opportunities, challenges and prospects

G Panditrao, R Bhowmick, C Meena, RR Sarkar - Journal of Biosciences, 2022 - Springer
Network biology finds application in interpreting molecular interaction networks and
providing insightful inferences using graph theoretical analysis of biological systems. The …

Current and future directions in network biology

M Zitnik, MM Li, A Wells, K Glass, DM Gysi… - arXiv preprint arXiv …, 2023 - arxiv.org
Network biology, an interdisciplinary field at the intersection of computational and biological
sciences, is critical for deepening understanding of cellular functioning and disease. While …

Integrated data analysis uncovers new COVID-19 related genes and potential drug re-purposing candidates

A Xenos, N Malod-Dognin, C Zambrana… - International journal of …, 2023 - mdpi.com
The COVID-19 pandemic is an acute and rapidly evolving global health crisis. To better
understand this disease's molecular basis and design therapeutic strategies, we built upon …

Discovering Protein Interactions and Repurposing Drugs in SARS-CoV-2 (COVID-19) via Learning on Robust Multipartite Graphs

X Li, A Ovanessians, H Wang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The COVID-19 pandemic caused by SARS-CoV-2 has emphasized the importance of
studying virus-host protein-protein interactions (PPIs) and drug-target interactions (DTIs) to …

Simplicity within biological complexity

N Przulj, N Malod-Dognin - arXiv preprint arXiv:2405.09595, 2024 - arxiv.org
Heterogeneous, interconnected, systems-level, molecular data have become increasingly
available and key in precision medicine. We need to utilize them to better stratify patients …

Drug-Target Network Study Reveals the Core Target-Protein Interactions of Various COVID-19 Treatments

Y Dai, H Yu, Q Yan, B Li, A Liu, W Liu, X Jiang, Y Kim… - Genes, 2022 - mdpi.com
The coronavirus disease 2019 (COVID-19) pandemic has caused a dramatic loss of human
life and devastated the worldwide economy. Numerous efforts have been made to mitigate …

[PDF][PDF] Drug-Target Network Study Reveals the Core Target-Protein Interactions of Various COVID-19 Treatments. Genes 2022, 13, 1210

Y Dai, H Yu, Q Yan, B Li, A Liu, W Liu, X Jiang, Y Kim… - 2022 - academia.edu
The coronavirus disease 2019 (COVID-19) pandemic has caused a dramatic loss of human
life and devastated the worldwide economy. Numerous efforts have been made to mitigate …