Hui Juan Lu

This study shows ethylene regulates root radial expansion by modulating cell wall mechanics through Auxin Response Factor1 and CESA gene repression in response to soil compaction.

HILAMA is a method for high-dimensional mediation analysis with latent confounding, showing improved FDR control and power in simulations and applied to ADNI proteomics-radiomics data.

This paper introduces TCGN, a deep learning model that integrates CNN, GNN, and transformer for gene expression prediction from histopathological images, achieving higher accuracy and interpretability.

scBERT is a pre-trained deep learning model for cell type annotation in single-cell RNA-seq data, showing improved performance and robustness compared to existing methods.

The paper identifies ubiquitously expressed genes (UEGs) in humans using a data-driven approach and provides their global expression patterns as a resource for further study.

This paper introduces CITL, a method to infer time-lagged causal relationships from scRNA-seq data by analyzing gene expression changes, and validates it on simulation and real data.

The paper shows that seedless miRNA binding sites reduce the effectiveness of seed site-mediated target repression in 3' UTRs, affecting miRNA-mediated gene regulation.

The paper introduces a statistical framework for cross-tissue transcriptome-wide association analysis, improving gene-trait association detection and identifying novel genes related to late-onset Alzheimer's disease.