📄 Harnessing Artificial Intelligence for Genomic Variant Prediction: Advances, Challenges, and Future Directions

📗 Journal: GigaScience
🗓Publish year: 2026

🧑‍💻Authors: Indah Pakpahan, Mentari Sihombing, Haohan Liu,...
🏢Universities: Dalian University of Technology, China - The University of New South Wales, Australia

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📲Channel: @Bioinformatics
#review #variant #genomic #ai

📄 Learnable protein representations in computational biology for predicting drug-target affinity

📔 Journal: Journal of Cheminformatics (I.F.=5.7)
🗓Publish year: 2026

🧑‍💻Authors: Rachit Kumar, Joseph Romano & Marylyn Ritchie
🏢Universities: University of Pennsylvania & Medical University of South Carolina, USA

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📲Channel: @Bioinformatics
#review #drug #target #protein #representation

📃Navigating the Computational Landscape for Drug Repurposing

📘 Journal: Annual Review of Pharmacology and Toxicology (I.F.=13.1)
🗓Publish year: 2026

🧑‍💻Authors: Andrea Álvarez-Pérez, Lucía Prieto-Santamaría, Ana I. Casas,...
🏢University: Universidad Politécnica de Madrid, Spain - Maastricht University, The Netherlands - University Clinic Essen, Germany - Harvard Medical School, USA

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📲Channel: @Bioinformatics
#review #drug #repurposing

📹 Leveraging Genomic, Preclinical, and Drug Response Data in the Age of AI
💥Dr. Michael Boice from Certis Oncology

🎞 Watch

📲Channel: @Bioinformatics
#video #genomic #drug #ai

🚀 AI-Powered Single-Cell RNA-seq — 7-Minute Runtime Report

How can AI streamline end-to-end single-cell RNA analysis?
In this session, we demonstrate how Drylab enables:

🔬 End-to-end single-cell RNA workflow
• Data preprocessing
• Advanced analysis
• Automated reporting

💬 Natural-language chat to explore and interpret results

💻 Full code environment for transparency

📊 Clear, reproducible outputs ready for review and sharing

📖 Read the full case study:
https://thedrylab.com/use-case/comprehensive-multi-organ-endothelial-cell-atlas-analysis-and-liver-specific

🧪 Explore the full chat + code environment:
https://app.thedrylab.com/share/wLRjnJxzWVYz

📲Channel: @Bioinformatics

📑 Federated learning frameworks: quality and interoperability for biomedical research

📙 Journal: NAR Genomics and Bioinformatics (I.F.=2.8)
🗓Publish year: 2026

🧑‍💻Authors: María Chavero-Diez, Carles Hernandez-Ferrer, Laia Codó, ...
🏢Universities: Barcelona Supercomputing Center (BSC) & University of Barcelona, Spain

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📲Channel: @Bioinformatics
#review #federated_learning

📑 Artificial Intelligence to Guide Repurposing of Drugs

📓 Journal: Annual Review of Medicine (🔥I.F.=22.1)
🗓Publish year: 2026

🧑‍💻Authors: Zhimin Fu, Yuxin Yang, Mina K. Chung, ...
🏢Universities: University Hospitals of Cleveland, Cleveland & Case Western Reserve University & Lerner Research Institute, USA

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📲Channel: @Bioinformatics
#review #repurposing #drug

📑 A Survey on Multimodal AI and Agent Systems for Biology: Perception, Reasoning, Generation, and Automation

🗓Publish year: 2026

🧑‍💻Authors: Emily Johnson, Zihan Dong
🏢University: University of Massachusetts Amherst, USA

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📲Channel: @Bioinformatics
#review #ai #multimodal

📄 AI-Based Prediction of Gene Expression in Single-Cell and Multiscale Genomics and Transcriptomics

📗 Journal:International Journal of Molecular Sciences (I.F.=4.9)
🗓Publish year: 2026

🧑‍💻Authors: Ema Andreea Pălăștea, Irina-Mihaela Matache,Eugen Radu, ...
🏢Universities: Genomics Research and Development Institute & Carol Davila University of Medicine and Pharmacy & Emergency University Hospital, Romania - Yale School of Medicine & Viron Molecular Medicine Institute, USA

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📲Channel: @Bioinformatics
#review #ai #gene_expression #single_cell

📑 A Survey on Efficient Protein Language Models

🗓Publish year: 2025

🧑‍💻Authors: Shouren Wang, Debargha Ganguly, Vinooth Kulkarni, ...
🏢University: Case Western Reserve University, Cleveland Clinic, USA

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📲Channel: @Bioinformatics
#review #ai #llm #protein

📃 Gene regulatory networks: from correlative models to causal explanations

📘 Journal: Nature Reviews Genetics (I.F.=⚡️52)

🗓Publish year: 2026

🧑‍💻Authors: Rory J. Maizels & James Briscoe
🏢 University: The Francis Crick Institute, London, UK

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📲Channel: @Bioinformatics
#review #grn #gene #regulatory

🌍 Registration is open for the One-Month Comprehensive International Bioinformatics Workshop by Decode Life

💥 Generative AI for Bioinformatics - with Python 💥

📅 Duration: 14 March - 9 April 2026
💲 Fees: ₹1300 for Indian Participants / $30 for International Participants

🔗 Registration Link:

https://decodelife.co.in/

✨ Key Features:
✅ 21 sessions with approximately 35 hours of learning
✅ E-Certificate of Participation
✅ Video recordings and relevant material shared after each session

❔ FAQs: https://decodelife.co.in/faq/

📲Channel: @Bioinformatics

📄 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

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🗯 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

📑 Leveraging Natural Language Processing to Unravel the Mystery of Life: A Review of NLP Approaches in Genomics, Transcriptomics, and Proteomics

🗓Publish year: 2026

🧑‍💻Authors: Ella Rannon, David Burstein
🏢 University: Tel-Aviv University, Israel

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📲Channel: @Bioinformatics
#review #nlp