PPIscreenML: A Rigorous Machine Learning Approach to Screening Protein-Protein Interactions with AF2
Every second, thousands of proteins inside your cells are bumping into each other, forming fleeting partnerships, and splitting apart again. These protein-protein interactions (PPIs)...
Meet FrustrAI-Seq: Proteome-Wide Frustration Profiling Without Structural Inputs
Proteins are remarkable molecules. They fold, bend, bind, and catalyze, all while balancing an internal tension that most biology textbooks barely mention. That tension...
Insilico Medicine’s PandaClaw: An Agentic AI for Therapeutic Discovery
For decades, the bottleneck in drug discovery wasn't the biology; it was the translation. Getting from a disease hypothesis to a viable therapeutic target...
Beyond the Known Proteome: Microproteins and Peptideins Expand the Blueprint of Life
Molecular biology is currently undergoing a taxonomic reckoning. For decades, the human genome was defined by a stable, canonical figure: roughly 19,500 to 20,000...
What If an AI Agent Could Handle All Your Bioinformatics Plots? Meet PlotGDP
The research team affiliated with Sun Yat Sen University in Guangzhou engineered PlotGDP, an AI-based web server tool designed to assist people with various...