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  1. Article

    Open Access

    Time-ordered dysregulated ceRNA networks reveal disease progression and diagnostic biomarkers in ischemic and dilated cardiomyopathy

    Ischemic cardiomyopathy (ICM) and dilated cardiomyopathy (DCM) are the two main causes of heart failure (HF). Despite similar clinical characteristics and common “HF pathways”, ICM and DCM are expected to have...

    Ziyi Bai, Haoran Sun, **uhong Li, Jie Wu, Hao Yuan, Guangde Zhang in Cell Death Discovery (2021)

  2. Article

    Open Access

    Identifying subpathway signatures for individualized anticancer drug response by integrating multi-omics data

    Individualized drug response prediction is vital for achieving personalized treatment of cancer and moving precision medicine forward. Large-scale multi-omics profiles provide unprecedented opportunities for p...

    Yanjun Xu, Qun Dong, Feng Li, Yingqi Xu, Congxue Hu in Journal of Translational Medicine (2019)

  3. Article

    Open Access

    The LncRNA Connectivity Map: Using LncRNA Signatures to Connect Small Molecules, LncRNAs, and Diseases

    Well characterized the connections among diseases, long non-coding RNAs (lncRNAs) and drugs are important for elucidating the key roles of lncRNAs in biological mechanisms in various biological states. In this...

    Haixiu Yang, Desi Shang, Yanjun Xu, Chunlong Zhang, Li Feng in Scientific Reports (2017)

  4. Article

    Open Access

    LncRNAs2Pathways: Identifying the pathways influenced by a set of lncRNAs of interest based on a global network propagation method

    Long non-coding RNAs (lncRNAs) have been demonstrated to play essential roles in diverse cellular processes and biological functions. Exploring the functions associated with lncRNAs may help provide insight in...

    Junwei Han, Siyao Liu, Zeguo Sun, Yunpeng Zhang, Fan Zhang in Scientific Reports (2017)

  5. Article

    Open Access

    DisSim: an online system for exploring significant similar diseases and exhibiting potential therapeutic drugs

    The similarity of pair-wise diseases reveals the molecular relationships between them. For example, similar diseases have the potential to be treated by common therapeutic chemicals (TCs). In this paper, we in...

    Liang Cheng, Yue Jiang, Zhenzhen Wang, Hongbo Shi, Jie Sun in Scientific Reports (2016)

  6. Article

    Open Access

    Global Prioritization of Disease Candidate Metabolites Based on a Multi-omics Composite Network

    The identification of disease-related metabolites is important for a better understanding of metabolite pathological processes in order to improve human medicine. Metabolites, which are the terminal products o...

    Qianlan Yao, Yanjun Xu, Haixiu Yang, Desi Shang, Chunlong Zhang in Scientific Reports (2015)

  7. Article

    Open Access

    Identification and validation of potential prognostic lncRNA biomarkers for predicting survival in patients with multiple myeloma

    Dysregulated long non-coding RNAs (lncRNAs) have been found to have oncogenic and/or tumor suppressive roles in the development and progression of cancer, implying their potentials as novel independent biomark...

    Meng Zhou, Hengqiang Zhao, Zhenzhen Wang in Journal of Experimental & Clinical Cancer … (2015)

  8. Article

    Open Access

    ESEA: Discovering the Dysregulated Pathways based on Edge Set Enrichment Analysis

    Pathway analyses are playing an increasingly important role in understanding biological mechanism, cellular function and disease states. Current pathway-identification methods generally focus on only the chang...

    Junwei Han, **nrui Shi, Yunpeng Zhang, Yanjun Xu, Ying Jiang in Scientific Reports (2015)

  9. Article

    Open Access

    A potential signature of eight long non-coding RNAs predicts survival in patients with non-small cell lung cancer

    Accumulated evidence suggests that dysregulated expression of long non-coding RNAs (lncRNAs) may play a critical role in tumorigenesis and prognosis of cancer, indicating the potential utility of lncRNAs as ca...

    Meng Zhou, Maoni Guo, Dongfeng He, **aojun Wang in Journal of Translational Medicine (2015)