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 PrismNet: predicting protein RNA interaction using in vivo RNA structural information
    

    The download data includes the whole transcriptome-wide RNA structural information in different species and cell lines, the pre-calculated RBP binding sites of all 168 RBPs in whole transcriptome in K562 cells and HepG2 cells by PrismNet models with sequence information or integrated sequence and structural information in the matched cells and the experimental binding sites from eCLIP. Also, we provide a link to visualized the structure and RBP binding sites.


    RNA structural information

    The details of each column: transcript ID, transcript length, RPKM (or *), SHAPE score of each nucleotide (0-1, and NULL)

  • Human (hg38)
  • HEK293 (662M) HEK293T (580M) K562 (570M)
    HepG2 (506M) Hela (557M) H9 (634M)
  • Mouse (mm10)
  • mESc (312M)

    Pre-calculated RBP binding sites

    The details of each column: chromosome, start sites, stop sites, protein name, binding probability (affinity strength for eCLIP data), strand.

    RBP binding sites by PrismNet (only sequence) (214M)
    RBP binding sites in K562 by PrismNet (sequence & structure) (34.9M)
    RBP binding sites in HepG2 by PrismNet (sequence & structure) (20.0M)
    RBP binding sites in K562 from eCLIP (42.3M)
    RBP binding sites in HepG2 from eCLIP (43.2M)

    RBP Footprint Challenge @ RNA Society 2021 Meeting

    We predicted RBP binding sites depending on RNA structural information but excluding the sequence information (we called PrismNet-structure). Here is the trained model and predicted binding sites of SND1 protein which is a canonical double-stranded RNA binding protein.

    PrismNet-structure model
    Pre-trained PrismNet-structure model of SND1
    Predicted binding sites of SND1 in K562 cells

    Visualize RNA structure and RBP binding sites

    You can visualize the RNA structure and RBP binding sites in the following websites:

    http://prismnet.zhanglab.net/

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