Author

Peng Lin

Westlake University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Same name, identified by ORCID

Biology Disciplines

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Bioinformatics· 2 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Organism:human· 2 Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Approach:experimental assay· 1 Assay:multiome· 1

Frequent Co-Authors

Glen Qin· 2 shared Hesong Qiu· 2 shared Jiali ZhouiD· 2 shared Linxiao Jin· 2 shared Sijun Meng· 2 shared Tsehao Hsu· 2 shared Wen ZhangiD· 2 shared Yan XuiD· 2 shared

Activity by Year

2021-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Glen Qin

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Deep Learning Unravels Potential Antibiotic-Resistance Drugs against Klebsiella Pneumoniae

Peng Lin, Jiali Zhou, Sijun Meng, Zhihao Lei, Linxiao Jin, Hesong Qiu, Yan Xu, Tsehao Hsu, Yemei Bu, Glen Qin, Wen Zhang

This study uses deep learning to identify potential antibiotic-resistant drug candidates against Klebsiella pneumoniae with 72% prediction accuracy.

bioRxiv · Nov 25, 2024 · PreprintBioinformatics

Deep Learning with Evolutionary Scale Modeling to discover Antibiotic-Resistance Drug against Klebsiella Pneumoniae

Linxiao Jin, Zhihao Lei, Peng Lin, Cong Ma, Wen Zhang, Jiali Zhou, Sijun Meng, Zhenghua Jiang, Yemei Bu, Yan Xu, Nijun Wei, Tsehao Hsu, Glen Qin, Hesong Qiu

This study uses deep learning to identify potential antibiotic-resistant drug candidates against Klebsiella pneumoniae by analyzing molecular similarities between drugs and bacterial strains.

bioRxiv · Nov 9, 2024 · PreprintBioinformatics

Epitranscriptomic editing of the RNA N6-methyladenosine modification by dCasRx conjugated methyltransferase and demethylase

Zhen Xia, Min Tang, Jiayan Ma, Hongyan Zhang, Ryan C Gimple, Briana C. Prager, Hongzhen Tang, Chongran Sun, Fuyi Liu, Peng Lin, Yutang Mei, Ruoxin Du, Jeremy N. Rich, Qi Xie

This study develops a dCasRx-based platform to edit m6A RNA modifications and demonstrates its use in studying m6A-binding protein functions.

Nucleic Acids Research · Jun 4, 2021Peer-reviewedMolecular Biology