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贾佩林
Life Science
中国科学院大学
北京
Language: 中文, 英语
遗传学
复杂疾病
致病基因
统计方法
数学方法
数据挖掘
生物信息学
算法
工具
疾病机制
癌症
体细胞突变
癌症基因
细胞影响
深度学习
个性化治疗
癌症成因
遗传研究
组学
脑疾病
精神疾病
退行性疾病
认知障碍
计算方法
多组学数据
遗传基础
疾病相关性
分析
整合
Areas of Focus
- 精准健康：人类复杂疾病的遗传学研究
- 精准健康：癌症组学研究
- 脑相关疾病研究
Academic Background & Achievements
- 1999年9月-2003年7月 学士学位: 大连理工大学，生物工程专业
- 2003年9月-2008年7月 博士学位: 中科院上海生命科学研究院，生物信息专业
Publications
- COLOCdb: a comprehensive resource for multi-model colocalization of complex traits., Siyu Pan, Hongen Kang, Xinxuan Liu, Shuhua Li, Peng Yang, Mingqiu Wu, Na Yuan, Shiqi Lin, Qiwen Zheng, Peilin Jia., 2023
- TargetGene: a comprehensive database of cell-type-specific target genes for genetic variants., Shiqi Lin, Song Wu, Wei Zhao, Zhanjie Fang, Hongen Kang, Xinxuan Liu, Siyu Pan, Fudong Yu, Yiming Bao, Peilin Jia., 2023
- Benchmark of embedding-based methods for accurate and transferable prediction of drug response., Jia, Peilin, Hu, Ruifeng, Zhao, Zhongming., 2023
- PharmGWAS: a GWAS-based knowledgebase for drug repurposing., Hongen Kang, Siyu Pan, Shiqi Lin, YinYing Wang, Na Yuan, Peilin Jia., 2023
- deCS: A Tool for Systematic Cell Type Annotations of Single-cell RNA Sequencing Data among Human Tissues., Pei, Guangsheng, Yan, Fangfang, Simon, Lukas M, Dai, Yulin, Jia, Peilin, Zhao, Zhongming., 2023
- Brain Catalog: a comprehensive resource for the genetic landscape of brain-related traits., Pan, Siyu, Kang, Hongen, Liu, Xinxuan, Lin, Shiqi, Yuan, Na, Zhang, Zhang, Bao, Yiming, Jia, Peilin., 2023
- Dynamic cellular changes in acute kidney injury caused by different ischemia time., Dan Shan, YinYing Wang, Yuan Chang, Hao Cui, Menghao Tao, Yixuan Sheng, Hongen Kang, Peilin Jia, Jiangping Song., 2023
- CeDR Atlas: a knowledgebase of cellular drug response., Wang, YinYing, Kang, Hongen, Xu, Tianyi, Hao, Lili, Bao, Yiming, Jia, Peilin., 2022
- Cell-type deconvolution analysis identifies cancer-associated myofibroblast component as a poor prognostic factor in multiple cancer types., Li, Bingrui, Pei, Guangsheng, Yao, Jun, Ding, Qingqing, Jia, Peilin, Zhao, Zhongming., 2021
- DeepFun: a deep learning sequence-based model to decipher non-coding variant effect in a tissue- and cell type-specific manner., Pei, Guangsheng, Hu, Ruifeng, Jia, Peilin, Zhao, Zhongming., 2021
- Deep generative neural network for accurate drug response imputation., Jia, Peilin, Hu, Ruifeng, Pei, Guangsheng, Dai, Yulin, Wang, YinYing, Zhao, Zhongming., 2021
- Distinct effect of prenatal and postnatal brain expression across 20 brain disorders and anthropometric social traits: a systematic study of spatiotemporal modularity., Jia Peilin., 2021
- Predicting regulatory variants using a dense epigenomic mapped CNN model elucidated the molecular basis of trait-tissue associations., Jia Peilin., 2020
- Decoding whole-genome mutational signatures in 37 human pan-cancers by denoising sparse autoencoder neural network., Pei, Guangsheng, Hu, Ruifeng, Dai, Yulin, Zhao, Zhongming, Jia, Peilin., 2020
- TSEA-DB: a trait tissue association map for human complex traits and diseases., Jia, Peilin, Dai, Yulin, Hu, Ruifeng, Pei, Guangsheng, Manuel, Astrid Marilyn, Zhao, Zhongming., 2020
- Gene expression imputation and cell-type deconvolution in human brain with spatiotemporal precision and its implications for brain-related disorders., Jia Peilin., 2020
- Mega-analysis of Odds Ratio: A Convergent Method for a Deep Understanding of the Genetic Evidence in Schizophrenia., Jia, Peilin, Chen, Xiangning, Xie, Wei, Kendler, Kenneth S, Zhao, Zhongming., 2019
- deTS: tissue-specific enrichment analysis to decode tissue specificity., Pei, Guangsheng, Dai, Yulin, Zhao, Zhongming, Jia, Peilin., 2019
- CNet: a
