Top 40
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Structural bio & protein design
Deep learning predicts protein binding, disorder, phase separation and ligand poses
Preprints and papers now pair protein language models and graph networks with curated structural data for binding and disorder prediction.
Tools & infrastructure
Protein language models outperform BLAST for distant enzyme function prediction
Recent preprints and papers benchmark protein language models against BLASTp and structure-based search for enzyme and microbial protein annotation.
Genomics
Subcellular localization and cell-type matching refine omics data interpretation
Recent preprints and a published method address interpretive confounds in transcriptomic, proteomic, and metabolomic profiling.
ML / AI methods
ML models decode regulatory wiring, aging trajectories and single-cell omics structure
Multimodal omics and temporal foundation models now infer regulatory drivers of cell state, not only describe them.
Tools & infrastructure
New tools and methods for microbiome profiling and mobile element analysis from reads
Recent preprints and a published method target depth-dependent microbiome profiling and open visualization of genome and transductomics data.