Author

Chunming Zhang

Chinese Academy of SciencesORCID 0000-0001-7871-6170Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 2 Bioinformatics· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 4 Approach:machine learning (classical)· 3 Approach:statistical model· 3 Research Focus:benchmarking· 2 Research Focus:database / resource· 2 Research Focus:software / tool· 2 Assay:whole-exome sequencing· 2 Research Focus:differential expression· 1

Frequent Co-Authors

Guangming TaniD· 4 shared Chunli ZhangiD· 3 shared Gang Niu· 2 shared Juntao Xu· 2 shared Xiaoyang JiiD· 2 shared Yanhui FaniD· 2 shared Yi-Ching Hsueh· 2 shared Yubo Zhai· 2 shared

Activity by Year

2019-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 32 mutual co-author links

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4 shared papersGenetic & Genomic Medicine

Guangming TanORCID

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4 papers

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintOct 5, 2026

Prediction of ROR1 and CAV1 expression from whole-exome sequencing of tumor tissue and plasma cfDNA to infer the efficacy of B013 plus nab-paclitaxel in triple-negative breast cancer

Min Jiang, Dongming Zhang, Yi-Ching Hsueh…·Gang Niu

The paper predicts ROR1 and CAV1 expression from whole-exome sequencing data to assess response to B013 plus nab-paclitaxel in triple-negative breast cancer, showing agreement with observed responses in 9 out of 10 patients.

DOI 10.64898/2026.09.30.26364376

humanwhole-exome sequencing

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Genetic & Genomic MedicineDrug Development ResearchPeer-reviewedJul 13, 2020

TWIRLS, an automated topic-wise inference method based on massive literature, suggests a possible mechanism via ACE2 for the pathological changes in the human host after coronavirus infection

Xiaoyang Ji, Wenting Tan, Chunming Zhang…·Gang Niu

TWIRLS automatically analyzes literature to suggest ACE2's role in coronavirus-induced host pathology via cytokine imbalance.

11 citations

humanstatistical model

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BioinformaticsbioRxivPreprintFeb 27, 2020

TWIRLS, an automated topic-wise inference method based on massive literature, suggests a possible mechanism via ACE2 for the pathological changes in the human host after coronavirus infection

Xiaoyang Ji, Chunming Zhang, Yubo Zhai…·Gang Niu

TWIRLS automatically analyzes literature to suggest ACE2's role in coronavirus-induced host pathology via cytokine imbalance.

13 citations

humanstatistical model

𝕏 PostBluesky

Cancer BiologybioRxivPreprintFeb 26, 2019

Rare non-synonymous germline mutations systematically define the risk of triple negative breast cancer

Mei Yang, Yanhui Fan, Zhi-Yong Wu…·Kun Wang

This paper identifies rare germline mutations associated with triple-negative breast cancer risk using a machine learning approach and shows improved risk prediction compared to existing methods.

DOI 10.1101/302398

humanwhole-exome sequencing

𝕏 PostBluesky