Research Articles
Beyond Linear Chains: A Practical Guide to Predicting Cyclic Peptide Structures with AlphaFold2
This article provides a comprehensive guide for researchers applying AlphaFold2 to cyclic peptide structure prediction.
Impute Dropout Genes in Single-Cell RNA-Seq: A Comprehensive Guide to URSM Methodology, Applications & Best Practices
This article provides a complete framework for understanding and applying the URSM (Unified Robust Statistical Model) for imputing dropout genes in single-cell RNA sequencing data.
UPGMA Algorithm Explained: A Step-by-Step Guide to Building Phylogenetic Trees for Biomedical Research
This article provides a comprehensive guide to the Unweighted Pair Group Method with Arithmetic Mean (UPGMA), a foundational hierarchical clustering algorithm for phylogenetic tree construction.
TraPPE vs OPLS-AA: A Comprehensive Accuracy Assessment for Biomolecular Simulation and Drug Design
This article provides a detailed comparative analysis of two leading force fields in molecular dynamics: the Transferable Potentials for Phase Equilibria (TraPPE) and the Optimized Potentials for Liquid Simulations -...
TCGA Multi-Omics Data: A Comprehensive Guide for Researchers and Drug Developers
This article provides a detailed exploration of The Cancer Genome Atlas (TCGA) multi-omics data resource.
SoupX in Single-Cell RNA-seq: A Comprehensive Guide to Empty Droplet Estimation and Background Noise Removal
This article provides a detailed guide to the SoupX R package for accurate estimation and removal of ambient RNA contamination in single-cell RNA-sequencing data.
SPARK-X vs Moran's I: A Comprehensive Guide to Spatial Transcriptomics Gene Detection for Biomedical Researchers
This article provides a detailed comparative analysis of two principal methods for identifying spatially variable genes (SVGs) in transcriptomic data: the classical Moran's I statistic and the modern SPARK-X model.
The SKI Protocol for High-Dimensional Variable Selection: A Comprehensive Guide for Biomedical Researchers
This article provides a detailed guide to the Sure Independence Screening (SIS) and its improved Knockoff Iteration (SKI) protocol for variable screening in high-dimensional data.
SHAKE Algorithm & Hydrogen Mass Repartitioning: A Guide to Constraint Bonds for Enhanced MD Simulations in Drug Discovery
This article provides a comprehensive guide for computational researchers on integrating the SHAKE constraint algorithm with Hydrogen Mass Repartitioning (HMR) to enable larger timesteps and longer, more efficient Molecular Dynamics...
SBML vs CellML: A Complete Guide for Systems Biology and Drug Development Modelers
This article provides researchers and drug development professionals with a comprehensive comparison of SBML (Systems Biology Markup Language) and CellML, the two leading XML-based formats for computational biological modeling.