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Define Subtypes with Histology
Define Subtypes with Mutations
Data Processing
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User-Defined
Subtypes
Usage:
Specify mutated gene of interest to define a specific subtype
In the next page, select the mutation(s) of interest and hit "Execute"
Identify vulnerabilities for cancer cell lines with mutation(s) of interest
Click on genes highlighted in red to find out the chemicals that target them
Method:
Identifies all the unique cell lines with the selected mutations
Runs a
hypergeometric enrichment test
to identify genes whose knockdown specifically kills these cell lines
Corrects for multiple hypothesis testing
Links gene products to chemicals interacting with them, if they exist
Tips:
Make sure the gene is in the autocomplete list.
Try synonyms if necessary. Ex: ERBB2 instead of HER2.
Do not input more than ~100 unique cell lines.
DRIVE (ATARiS)
Combined DRIVE, Achilles, and Marcotte (DEMETER2)
Submit
Acknowledgements:
Knockdown induced lethality data from
Project DRIVE
Mutation calls from the
Cancer Cell Line Encyclopedia
Drug-target interaction data from
STITCH
Built using
python
,
flask
,
jinja
,
pandas
,
numpy
,
scipy
,
statsmodels
,
tabulator
.
Served by
nginx
.
Author:
Murat Can Cobanoglu
. Contact:
murat.cobanoglu@utsouthwestern.edu
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