Author

Zetian Zheng

BGI Group (China)ORCID 0000-0002-7199-0051Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Approach:machine learning (classical)· 2 Assay:proteomics· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Assay:multiome· 1

Frequent Co-Authors

Alex A. ZhavoronkoviD· 1 shared Alex AliperiD· 1 shared Chengchen DuaniD· 1 shared David G. GennertiD· 1 shared Evgeny IzumchenkoiD· 1 shared Fanfan XieiD· 1 shared Feng Ren· 1 shared Frank W. PuniD· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Alex A. ZhavoronkovORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedApr 12, 2026

Advancing Target Discovery Through Disease-Specific Integration of Multi-Modal Target Identification Models and Comprehensive Target Benchmarking System

Howell Leung, Chengchen Duan, Wenhao Gou…·Alex A. Zhavoronkov

This paper introduces a platform for disease-specific target identification using multi-omics data and evaluates models with a benchmarking system to improve drug development efficiency.

5 citationstop 1%

multiomemachine learning (classical)

𝕏 PostBluesky

BioinformaticsbioRxivPreprintDec 4, 2024

Drug Response Modeling across Cancers: Proteomics vs. Transcriptomics

Zetian Zheng, Lei Huang, Fuzhou Wang…·Ka‐Chun Wong

This study compares proteomics and transcriptomics for drug response prediction in cancer cell lines, finding proteomics provides better performance.

2 citations

humanproteomics

𝕏 PostBluesky

BioinformaticsbioRxivPreprintApr 10, 2020

Proteogenomics analysis of non-coding region encoded peptides in normal tissues and five cancer types

Rong Xiang, Leyao Ma, Ming‐Yu Yang…·Yafeng Zhu

The paper identifies non-coding region encoded peptides in normal and cancer tissues, showing pseudogene translation and predicting neoantigens for cancer vaccines.

DOI 10.1101/2020.04.10.029306

humanproteomics

𝕏 PostBluesky