Data source

Upload differential expression table having gene and log2FC values in CSV format



Paste genes

Paste gene names and log2 fold-change values, alternating line by line (or as CSV rows).



Analysis settings




KEGG pathway map

Download KGML and image of cell death and upload it to NCDPT to visualise direct markers on KEGG pathway.

1 · Get KEGG files (opens on kegg.jp)

ApoptosisKGML · image
AutophagyKGML · image
FerroptosisKGML · image
NecroptosisKGML · image
Pyroptosis (NLR)KGML · image

2 · Upload the two files

Choose a file or paste genes, then run an analysis.

Download outputs

Input genes
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valid differential-expression rows
Matched rows
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strong matches
Shared genes
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matched in multiple death types

log2FC by prediction

Hover a point to see the gene, log2FC, predicted cell-death type, and whether it promotes or inhibits it.

Prediction counts

Hover a bar to see how many of its matches were strong vs. weak evidence.

Hover a bar for strong/weak counts.

Pathway map

Your matched markers highlighted on the relevant WikiPathways diagram (CC0). A tab appears for each cell-death type with matches.

Run an analysis to see your genes on the pathway map.

Matched marker table

Shared genes remain visible across multiple predictions.

GO & KEGG Enrichment Analysis

Scores GO Biological Process, Molecular Function, Cellular Component and KEGG pathway terms via Enrichr. Requires an internet connection.