Author

Minghui Liu

The University of Texas MD Anderson Cancer CenterORCID 0000-0002-6772-9467Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Bingxin ZhaoiD· 2 shared Chong WuiD· 2 shared Lang Wu· 2 shared Wanheng ZhangiD· 2 shared Zichen ZhangiD· 2 shared Bin HuiD· 1 shared Bissan Al‐LazikaniiD· 1 shared Chuan QiuiD· 1 shared

Activity by Year

2024-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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Curved chords = mutual co-authorship

2 shared papersBioinformatics

Bingxin ZhaoORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Biological rationales from language models enable leakage-resistant forecasts of target-indication success

Wanheng Zhang, Jie Xu, Zichen Zhang, Minghui Liu, Ryan Sun, Bissan Al‐Lazikani, Xiling Shen, Scott Kopetz, Lang Wu, Bingxin Zhao, Chong Wu

PRIORITI uses language models to predict target-indication success in drug discovery, achieving high accuracy and robustness across different benchmarks.

bioRxiv · Sep 29, 2026 · PreprintBioinformatics

An atlas of genetic effects on the monocyte methylome across European and African populations

Wanheng Zhang, Chuan Qiu, Xiao Zhang, Zichen Zhang, Kuan-Jui Su, Zhe Luo, Minghui Liu, Bingxin Zhao, Lang Wu, Qing Tian, Hui Shen, Chong Wu, Hong-Wen Deng

The paper constructs a multi-ancestry methylome atlas of purified monocytes, identifies population-specific methylation quantitative trait loci, and performs methylome-wide association studies for 41 traits, revealing novel associations for type 2 diabetes.

Genome Medicine · Mar 28, 2026Peer-reviewedGenetic & Genomic Medicine

Causal Brain Network Evaluates Surgical Outcomes in Patients with Drug-Resistant Epilepsy

Yalin Wang, Minghui Liu, Wentao Lin, Weihao Zheng, Tiancheng Wang, Yaqing Liu, Hong Peng, Wei Chen, Bin Hu

The paper uses causal brain network analysis of ECoG data to predict surgical outcomes in drug-resistant epilepsy patients, finding significant differences in causal connectivity in the alpha frequency band.

bioRxiv · Mar 3, 2024 · PreprintNeuroscience