Richard Barrett‐Jolley

DiffuChannel generates synthetic single-molecule patch-clamp data with known idealisation using a conditional diffusion model, outperforming GAN-based methods in stability and realism.

The paper identifies proteomic signatures of mitochondrial dysfunction in goats with atrial fibrillation, highlighting oxidative phosphorylation subunits and HSPA9 as a regulatory hub.

This study examines the temporal transcriptomic changes during in vitro chondrogenesis using RNA sequencing and identifies key transcription factors involved in cartilage formation.

The paper investigates how TNF and IL1β cytokines affect potassium channel expression in rat synovial fibroblasts, finding increased Kcnma1 and Kcnmb3 gene expression.