Nevagation section

Across data type

Cancer vs normal

Cross organ

Integration across data type

This section provided integration results centered by HiC data. H3K27Ac peaks, CTCF peaks, ATAC-seq peaks exist around the two ends of HiC loops were detecteded and integrated together. For each table, the first 6 columns gave location information of the left end and right end of the loop. The following columns indicated whether and which of the two ends had peaks around.

Normal tissue

  • lung
  • breast
  • liver
  • prostate
  • pancreas
  • ovarian
  • Tumor cells

  • lung
  • breast
  • liver
  • prostate
  • pancreas
  • ovarian
  • Differential results

  • lung
  • breast
  • liver
  • prostate
  • pancreas
  • ovarian




  • Cancer vs normal

    The differential analysis results for multi-omics data are provided for users to use. Some related heatmaps are also provided for users to see.

    Differential HiC loops (Cancer vs Normal)

    HiC loops that are different between normal cells and tumoral cells in various types of cancer .





    Differential expressed genes (DEGs) (Lung cancer vs Normal)

    The log fold changes and p-values of gene expressions between normal lung cells and lung adenocarcinoma (LUAD).

    DEG (cutoff=0.05, normal vs LUAD) within differential loops between normal lung cells and A549 cell line (tumor-specific or normal-specific). DEGs whose start position and end position are both within terminals of differential loops are listed here.

    DEG (cutoff=0.05, normal vs LUAD) with differential loops (tumor-specific or normal-specific) around its promoter region. DEGs whose transcription start site (TSS) +/- 5000bp has the left terminal of differential loops are listed here.

    Differential CTCF binding peaks (Lung cancer vs Normal)

    CTCF binding peaks sequenced by ChIP-seq that are different between normal lung cells and lung adenocarcinoma cells (A549 cell line).

    Differential H3K27ac peaks (Lung cancer vs Normal)

    H3K27ac peaks sequenced by ChIP-seq that are different between normal lung cells and lung adenocarcinoma cells (A549 cell line).

    Differential ATAC-seq peaks (Lung cancer vs Normal)

    ATAC-seq peaks that are different between normal lung cells and lung adenocarcinoma cells (A549 cell line).

    Integration across organs

    The comparison of mutations, differential expressed genes (DEGs), differential H3K27Ac regions across cancers were provided here.

    Mutations across 7 cancers

    This section showed mutations that are different or common across 7 cancers: breast cancer, liver cancer, lung adenocarcinoma, lung squamous carcinoma, ovary cancer, pancreatic cancer, prostate cancer. Pie-chart of mutation frequency (exists in how many cancers) and Venn chart of detailed mutation distribution were shown separately for coding-region mutations, non-synonymous mutations and synonymous mutations.



    Summarized result of mutations frequency in 7 cancers.

    Coding-region mutations.

    Non-synonymous mutations.

    Synonymous mutations.

    Differential expressing genes for H3K27ac

    Differential expressing exons for RNA-Seq

    Differential expressing genes for RNA-Seq