The multifunctional APE1 DNA repair–redox signaling protein as a drug target in human disease

RA Caston, S Gampala, L Armstrong… - Drug Discovery …, 2021 - Elsevier
Highlights•APE1 protein repairs small base lesions in the DNA base excision repair
pathway.•APE1 converts oxidized inactive transcription factors to a reduced and active …

Single-cell biological network inference using a heterogeneous graph transformer

A Ma, X Wang, J Li, C Wang, T Xiao, Y Liu… - Nature …, 2023 - nature.com
Single-cell multi-omics (scMulti-omics) allows the quantification of multiple modalities
simultaneously to capture the intricacy of complex molecular mechanisms and cellular …

scGNN is a novel graph neural network framework for single-cell RNA-Seq analyses

J Wang, A Ma, Y Chang, J Gong, Y Jiang, R Qi… - Nature …, 2021 - nature.com
Single-cell RNA-sequencing (scRNA-Seq) is widely used to reveal the heterogeneity and
dynamics of tissues, organisms, and complex diseases, but its analyses still suffer from …

Goals and approaches for each processing step for single-cell RNA sequencing data

Z Zhang, F Cui, C Wang, L Zhao… - Briefings in …, 2021 - academic.oup.com
Single-cell RNA sequencing (scRNA-seq) has enabled researchers to study gene
expression at the cellular level. However, due to the extremely low levels of transcripts in a …

The Cancer Surfaceome Atlas integrates genomic, functional and drug response data to identify actionable targets

Z Hu, J Yuan, M Long, J Jiang, Y Zhang, T Zhang, M Xu… - Nature cancer, 2021 - nature.com
Cell-surface proteins (SPs) are a rich source of immune and targeted therapies. By
systematically integrating single-cell and bulk genomics, functional studies and target …

Fc-optimized anti-CCR8 antibody depletes regulatory T cells in human tumor models

JR Campbell, BR McDonald, PB Mesko, NO Siemers… - Cancer Research, 2021 - AACR
FOXP3+ regulatory T cells (Treg) play a critical role in mediating tolerance to self-antigens
and can repress antitumor immunity through multiple mechanisms. Therefore, targeted …

A graph neural network model to estimate cell-wise metabolic flux using single-cell RNA-seq data

N Alghamdi, W Chang, P Dang, X Lu, C Wan… - Genome …, 2021 - genome.cshlp.org
The metabolic heterogeneity and metabolic interplay between cells are known as significant
contributors to disease treatment resistance. However, with the lack of a mature high …

scREAD: a single-cell RNA-Seq database for Alzheimer's disease

J Jiang, C Wang, R Qi, H Fu, Q Ma - Iscience, 2020 - cell.com
Alzheimer's disease (AD) is a progressive neurodegenerative disorder of the brain and the
most common form of dementia among the elderly. The single-cell RNA-sequencing (scRNA …

BP4RNAseq: a babysitter package for retrospective and newly generated RNA-seq data analyses using both alignment-based and alignment-free quantification …

S Sun, L Xu, Q Zou, G Wang - Bioinformatics, 2021 - academic.oup.com
Processing raw reads of RNA-sequencing (RNA-seq) data, no matter public or newly
sequenced data, involves a lot of specialized tools and technical configurations that are …

QUBIC2: a novel and robust biclustering algorithm for analyses and interpretation of large-scale RNA-Seq data

J Xie, A Ma, Y Zhang, B Liu, S Cao, C Wang, J Xu… - …, 2020 - academic.oup.com
Motivation The biclustering of large-scale gene expression data holds promising potential
for detecting condition-specific functional gene modules (ie biclusters). However, existing …