日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction

AMR-GNN：一种用于基因组抗菌药物耐药性预测的多表示图神经网络框架

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-026-69934-8
Nguyen, Hoai-An; Peleg, Anton Y; Wisniewski, Jessica A; Wang, Xiaoyu; Wang, Zhikang; Blakeway, Luke V; Badoordeen, Gnei Z; Theegala, Ravali; Doan, Nhu Quynh; Parker, Matthew H; Green, Anna G; Song, Jiangning; Dowe, David L; Macesic, Nenad
发表日期：2026
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Identification and validation of an 11-kinase signature that predicts chemo- and radiosensitivity in gastric cancer

鉴定和验证一种预测胃癌化疗和放疗敏感性的11激酶特征

期刊:EBioMedicine
影响因子:10.8
doi:10.1016/j.ebiom.2026.106154
Hu, Changyuan; Shin, Sung-Young; Wang, Yanan; Chen, Chenbin; Liu, Pei; Busuttil, Rita A; Wu, Yunjian; McLean, Catriona A; Shi, Hongying; Kwok, Terry; Nguyen, Lan K; Song, Jiangning; Boussioutas, Alex; Shen, Xian; Daly, Roger J
胃癌
信号转导
肿瘤
肿瘤免疫
发表日期：2026
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UniSyn: a multi-modal framework with knowledge transfer for anti-cancer drug synergy prediction

UniSyn：一种用于抗癌药物协同作用预测的多模态知识迁移框架

期刊:Genome Biology
影响因子:9.4
doi:10.1186/s13059-026-03972-9
Chen, Yaojia; Zhang, Yumeng; Niu, Mengting; Wang, Jiacheng; Ren, Zhonghao; Zou, Quan; Song, Jiangning; Luo, Ximei
肿瘤
肿瘤免疫
发表日期：2026
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A geometric deep learning framework for genome-wide prediction of enzyme turnover number

用于全基因组预测酶周转数的几何深度学习框架

期刊:Genome Biology
影响因子:9.4
doi:10.1186/s13059-026-03986-3
Pan, Tong; Cui, Xin; Koh, Huan Yee; Bi, Yue; Wang, Xiaoyu; Zhang, Yumeng; Hu, Shantong; Webb, Geoffrey I; Kurgan, Lukasz; Zhang, Guimin; Song, Jiangning
发表日期：2026
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Predicting disease-specific histone modifications and functional effects of non-coding variants by leveraging DNA language models

利用DNA语言模型预测疾病特异性组蛋白修饰和非编码变异的功能效应

期刊:Genome Biology
影响因子:9.4
doi:10.1186/s13059-026-04003-3
Wang, Xiaoyu; Pan, Tong; Chen, Sihan; Webb, Geoffrey I; Jiang, Yunzhe; Rozowsky, Joel; Gerstein, Mark; Song, Jiangning
组蛋白修饰
表观遗传
发表日期：2026
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Genome-wide reconstruction of the intrinsic apoptosis pathway in Haemonchus contortus

捻转血矛线虫内在凋亡通路的全基因组重建

期刊:BMC Genomics
影响因子:3.7
doi:10.1186/s12864-026-12596-z
Shen, Yanxiang; Young, Neil D; Song, Jiangning; Sleebs, Brad E; Chang, Bill C H; Lee, Erinna F; Fairlie, Walter D; Gasser, Robin B
信号转导
凋亡
表观遗传
发表日期：2026
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Modification-aware AI enables terminal chemical modifications for peptide design and discovers potent antimicrobials

具有修饰感知能力的AI能够实现肽设计的末端化学修饰，并发现强效抗菌剂。

期刊:
影响因子:
doi:10.64898/2026.04.09.717597
Xu, Jing; Torres, Marcelo D T; Li, Chen; Li, Jian; Li, Fuyi; Song, Jiangning; de la Fuente-Nunez, Cesar
发表日期：2026
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A scalable equivariant graph network framework for precise protein function prediction

一种可扩展的等变图网络框架，用于精确预测蛋白质功能

期刊:Genome Biology
影响因子:9.4
doi:10.1186/s13059-025-03886-y
Ran, Zixu; Guo, Xudong; Pan, Tong; Bi, Yue; Hao, Yi; Sun, Heyun; Song, Jiangning; Li, Fuyi
发表日期：2025
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SCREEN: A Graph-based Contrastive Learning Tool to Infer Catalytic Residues and Assess Enzyme Mutations

SCREEN：一种基于图的对比学习工具，用于推断催化残基和评估酶突变

期刊:Genomics Proteomics & Bioinformatics
影响因子:7.9
doi:10.1093/gpbjnl/qzae094
Pan, Tong; Bi, Yue; Wang, Xiaoyu; Zhang, Ying; Webb, Geoffrey I; Gasser, Robin B; Kurgan, Lukasz; Song, Jiangning
发表日期：2025
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Multimodal geometric learning for antimicrobial peptide identification by leveraging alphafold2-predicted structures and surface features

利用 alphafold2 预测的结构和表面特征进行多模态几何学习，以识别抗菌肽。

期刊:Briefings in Bioinformatics
影响因子:7.7
doi:10.1093/bib/bbaf261
Sun, Zehua; Xu, Jing; Zhang, Yumeng; Zhang, Yiwen; Wang, Zhikang; Wang, Xiaoyu; Li, Shanshan; Guo, Yuming; Shen, Hsin Hui; Song, Jiangning
发表日期：2025
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