m7GDisAI: N7-methylguanosine (m7G) sites and diseases associations inference based on heterogeneous network

被引:0
|
作者
Jiani Ma
Lin Zhang
Jin Chen
Bowen Song
Chenxuan Zang
Hui Liu
机构
[1] China University of Mining and Technology,Engineering Research Center of Intelligent Control for Underground Space, Ministry of Education
[2] China University of Mining and Technology,School of Information and Control Engineering
[3] Xi’an Jiaotong-Liverpool University,Department of Biological Sciences, AI University Research Center
来源
关键词
m; G site; Heterogeneous network; Matrix decomposition;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Integrative pan-cancer analysis and clinical characterization of the N7-methylguanosine (m7G) RNA modification regulators in human cancers
    He, Chun-Ming
    Zhang, Xin-Di
    Zhu, Song-Xin
    Zheng, Jia-Jie
    Wang, Yu-Ming
    Wang, Qing
    Yin, Hang
    Fu, Yu-Jie
    Xue, Song
    Tang, Jian
    Zhao, Xiao-Jing
    FRONTIERS IN GENETICS, 2022, 13
  • [22] BERT-m7G: A Transformer Architecture Based on BERT and Stacking Ensemble to Identify RNA N7-Methylguanosine Sites from Sequence Information
    Zhang, Lu
    Qin, Xinyi
    Liu, Min
    Liu, Guangzhong
    Ren, Yuxiao
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021, 2021
  • [23] Sia-m7G: Predicting m7G Sites through the Siamese Neural Network with an Attention Mechanism
    Zheng, Jia
    Zhou, Yetong
    CURRENT BIOINFORMATICS, 2024, 19 (10) : 953 - 962
  • [24] TMSC-m7G: A transformer architecture based on multi-sense-scaled embedding features and convolutional neural network to identify RNA N7-methylguanosine sites
    Zhang, Shengli
    Xu, Yujie
    Liang, Yunyun
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 23 : 129 - 139
  • [25] Identifying N7-methylguanosine sites by integrating multiple features
    Zou, Hongliang
    Yang, Fan
    Yin, Zhijian
    BIOPOLYMERS, 2022, 113 (02)
  • [26] CAP-m7G: A capsule network-based framework for specific RNA N7-methylguanosine site identification using image encoding and reconstruction layers
    Xie, Peilin
    Guan, Jiahui
    He, Xuxin
    Zhao, Zhihao
    Guo, Yilin
    Sun, Zhenglong
    Yao, Lantian
    Lee, Tzong-Yi
    Chiang, Ying-Chih
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2025, 27 : 804 - 812
  • [27] An Interpretable Prediction Model for Identifying N7-Methylguanosine Sites Based on XGBoost and SHAP
    Bi, Yue
    Xiang, Dongxu
    Ge, Zongyuan
    Li, Fuyi
    Jia, Cangzhi
    Song, Jiangning
    MOLECULAR THERAPY-NUCLEIC ACIDS, 2020, 22 : 362 - 372
  • [28] Prediction of N7-methylguanosine sites in human RNA based on optimal sequence features
    Yang, Yu-He
    Ma, Chi
    Wang, Jia-Shu
    Yang, Hui
    Ding, Hui
    Han, Shu-Guang
    Li, Yan-Wen
    GENOMICS, 2020, 112 (06) : 4342 - 4347
  • [29] No Evidence for N7-Methylation of Guanosine (m7G) in Human let-7e
    Vinther, Jeppe
    MOLECULAR CELL, 2020, 79 (02) : 199 - 200
  • [30] Comprehensive analysis of m7G modification patterns based on potential m7G regulators and tumor microenvironment infiltration characterization in lung adenocarcinoma
    Ma, Shouzheng
    Zhu, Jun
    Wang, Mengmeng
    Zhu, Jianfei
    Wang, Wenchen
    Xiong, Yanlu
    Jiang, Runmin
    Liu, Lei
    Jiang, Tao
    FRONTIERS IN GENETICS, 2022, 13