Intercellular Contractile Force Attenuates Chemosensitivity Through Notch-MVP-Mediated Nuclear Drug Export

Academic Background Chemotherapy resistance is one of the major challenges in cancer treatment. Traditional research has primarily focused on biochemical mechanisms (e.g., drug efflux pumps, DNA repair, etc.), but in recent years, the role of biomechanical factors in tumor progression and drug resistance has gained increasing attention. Studies hav...

DeepRNA-Twist: Language-Model-Guided RNA Torsion Angle Prediction with Attention-Inception Network

1. Academic Background and Research Motivation With the rapid development of life sciences and bioinformatics, research into RNA molecular structure and function has become a hot topic. RNA is not merely a carrier of genetic information, but also plays critical roles in regulation, catalysis, and various physiological processes. The three-dimension...

Benchmarking Copy Number Aberrations Inference Tools Using Single-Cell Multi-Omics Datasets

1. Research Background and Significance In the fields of oncology and genomics, chromosomal copy number alterations (CNAs) are a key type of genetic variation driving the occurrence and progression of cancer. CNAs not only determine tumor heterogeneity but also play a crucial role in early tumor detection, subclone evolution analysis, research on d...

HSSPPI: Hierarchical and Spatial-Sequential Modeling for PPIs Prediction

Background: Unveiling the Bottlenecks and Opportunities in Protein Interaction Prediction Proteins serve as the core molecules for life activities, participating in almost all biological processes and cellular functions, including gene expression, RNA transcription, DNA synthesis, immune response, and more. Protein-protein interactions (PPI), as we...

MAEST: Accurate Spatial Domain Detection in Spatial Transcriptomics with Graph Masked Autoencoder

Spatial Transcriptomics: Cutting-Edge Technology for Deciphering Spatial Heterogeneity in Tissues Spatial transcriptomics (ST) is an emerging sequencing technology that has rapidly developed in recent years. Its core advantage lies in the simultaneous acquisition of gene expression and spatial location information at the tissue section level, provi...