What-If Simulator
modify genes and see risk change in real time — Patient Alpha
Gene Controls
TCF7L2
SHAP: +0.340
FTO
SHAP: +0.220
SLC30A8
SHAP: +0.180
PPARG
SHAP: -0.150
KCNJ11
SHAP: +0.120
CDKAL1
SHAP: +0.090
IGF2BP2
SHAP: +0.070
CDKN2A/B
SHAP: +0.050
HHEX
SHAP: -0.040
MTNR1B
SHAP: +0.110
72.0% riskHIGH
Baseline
72.0%
Modified
72.0%
0.0% vs baseline
SHAP Waterfall
feature attribution breakdownTCF7L2
↑ TCF7L2 pushed risk +0.34
+0.340
FTO
↑ FTO pushed risk +0.22
+0.220
SLC30A8
↑ SLC30A8 pushed risk +0.18
+0.180
PPARG
↓ PPARG reduced risk -0.15
-0.150
KCNJ11
↑ KCNJ11 pushed risk +0.12
+0.120
MTNR1B
↑ MTNR1B pushed risk +0.11
+0.110
CDKAL1
↑ CDKAL1 pushed risk +0.09
+0.090
IGF2BP2
↑ IGF2BP2 pushed risk +0.07
+0.070
CDKN2A/B
↑ CDKN2A/B pushed risk +0.05
+0.050
HHEX
↓ HHEX reduced risk -0.04
-0.040
Final Score
72.0%