Top 40
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Transcriptomics
Computational tools reshape bulk and single-cell transcriptome analysis workflows
Recent releases benchmark new computational tools for normalization, differential expression, deconvolution and transcript annotation.
Structural bio & protein design
Web tools now span docking, structure search, design, and site prediction
Several structural bioinformatics web servers and preprints from July 2026 expand public access to structure-based prediction and design tools.
ML / AI methods
Learned protein representations drive enzyme site, peptide, and fitness prediction
Recent work tests whether larger protein language models improve fitness prediction and how augmentation and multimodal fusion shape sequence tasks.
Systems biology
Network and topology methods link multiomic profiles to functional and causal insight
Interpretable inference from transcriptomic and multiomic data increasingly depends on network structure, annotation awareness, and causal modeling.
Transcriptomics
Spatial and single-cell methods resolve gene programs and tissue architecture
Spatial and single-cell transcriptomic methods now model gene programs, cell interactions, and tissue organization across multi-sample datasets.