Integrating Single‐Cell Transcriptome‐Wide Mendelian Randomization and Differentially Expressed Gene Analyses to Prioritize Dynamic Immune‐Related Drug Targets for Cancers (Adv. Sci. 46/2025)

Integrating Single-Cell Transcriptome-Wide Mendelian Randomization and Differentially Expressed Gene Analyses to Prioritize Dynamic Immune-Related Drug Targets for Cancers (Adv. Sci. 46/2025)

Integrating Popular Human Genomics Tools for Cancer Drug Target Screening

Differential expressed gene (DEG) analysis and Mendelian randomization (MR) are two widely-used human genomics tools to identify associations between genes and diseases, but have not been integrated together to strengthen causal inference in population-based studies. In their Research Article (DOI: 10.1002/advs.202507451), Jie Zheng, Qian Yang, Haoyu Liu, and co-workers propose a new concept “MR-DEG pleitropy exclusion”, which uses DEG evidence to filter out the putative causal effects of genes on diseases. By applying the concept to immune-cell RNA-seq data among cancer patients and healthy controls, 33 genes are prioritized as potential drug targets for cancers.

​Advanced Science, Volume 12, Issue 46, December 11, 2025. Read More

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