cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving...

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Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better patient outcomes. To address these challenges, Combined ‘StratomeX’, an interactive visualization tools to efficiently compare multiple patient stratifications, to correlate patient sets with clinical information or genomic alterations and to view the differences between molecular profiles across patient sets.

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Page 1: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better

Cancer is heterogeneous disease!

-> enabled characterization of new tumor subtypes for improving personalized

treatment and ultimately achieving better patient outcomes.

To address these challenges,

Combined ‘StratomeX’, an interactive visualization tools to efficiently com-

pare multiple patient stratifications, to correlate patient sets with clinical informa-

tion or genomic alterations and to view the differences between molecular profiles

across patient sets.

Page 2: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better

Interactive visualization tool

“StratomeX”

http://www.caleydo.org

Core projects

OS: Window 7,8 , Mac, Linux / Java 7

Page 3: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better

K: knowledge-driven approaches

D: data-driven approaches

Page 4: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better

Input data class / type

Page 5: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better

Seamless integration of visual and computational components in the extended StratomeX tool.

1) Based on Similarity to a selected stratification

2) Based on Overlap with selectec patient set

3) Based on Logrank test for patient survival (Mantel-Haenszel test)

4) Based on Gene Set enrichment for a selected patient set

Page 6: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better

StratomeX user interface

StratomeX complements the network viewers, heat maps and genome browsers typically used in cancer genomics

-The wider the bands, the higher the correlation between

patient sets.

-The results of queries are lists of elements ranked by a

score, which are shown in the LineUp view

-Elements selected in the LineUp view are immediately vi-

sualized in the StratomeX view

Page 7: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better
Page 8: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better
Page 9: Cancer is heterogeneous disease! -> enabled characterization of new tumor subtypes for improving personalized treatment and ultimately achieving better