TGViewer
Network Analysis Resources & Updates Network Analysis Resources & Updates @complexnetworkanalysis · 3.14K subscribers
Post #1532 4.22K
📄 Network pharmacology in the multi-omics era: uncovering novel therapeutic strategies

📕 Journal: Discover Chemistry (I.F.=4.6)
🗓 Publish year: 2026

🧑‍💻Authors: Kalyani Ramprasad Thombre, Vaishnavi Gabhane, Krishna Radheshyam Gupta, ...
🏢University: Kishoritai Bhoyar College of Pharmacy, India

📎 Study the paper

🗯 Article summary:
Network pharmacology represents a transformative approach in drug discovery, moving away from the traditional "one-drug, one-target" model to a systems-oriented framework that acknowledges the complexity of diseases through the integration of multi-omics data and computational methodologies. This review synthesizes current advancements in network pharmacology, highlighting its potential to enhance drug repurposing, precision medicine, and multi-target therapeutic strategies while addressing challenges related to data quality, methodological biases, and the need for rigorous experimental validation.

⚡️Channel: @ComplexNetworkAnalysis
#review #pharmacology #omics
  • ❤ 3
More from @complexnetworkanalysis
  1. Oct 11, 2026📄 From graphs to qubits: a critical review of quantum graph neural networks 📕 Journal: N…
  2. Oct 11, 2026📃 A Review and Experimental Analysis of Supervised Learning Systems and Methods for Prote…
  3. Oct 5, 2026📑 Graph designs for deep learning–based multi-omics integration 📓 Journal: Briefings in…
  4. Sep 26, 2026📃 A Survey on GNN-Based Link Prediction: Techniques, Applications, and Challenges 📔 Jour…
  5. Sep 21, 2026📑 A Comprehensive Survey on Identifying Influential Nodes: From Structural Centrality-bas…
  6. Sep 19, 2026📃 From prior knowledge to data-informed models: a review of Boolean network inference 📓…
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →