OncoForge
Conceptual cancer simulation for hypothesis generation only.
OncoForge is a modeling and learning environment for fake/demo data, signal interpretation, comparison views, and report export. It is not a medical product.
Strong disclaimer
Conceptual simulator for research and hypothesis generation only. Not medical advice. Not a clinical prediction tool. Not a treatment recommendation system. It explains modeling concepts without telling anyone what to take or how to treat cancer.Demo model
Non-medical sample data for model literacy
Fake values model tumor burden, healthy-cell preservation, signal heatmaps, and risk tradeoffs.
Strong disclaimer
Conceptual simulator for research and hypothesis generation only.
Not medical advice. Not a clinical prediction tool. Not a treatment recommendation system. Demo values are fake and exist for model literacy only.
Tumor final
0
Healthy final
678
Immune pressure
78%
Tumor burden
Healthy cells
Signal heatmap
DNA_DAMAGE_HIGH
19Represents high modeled DNA damage burden in a demo cell state.
REPLICATION_STRESS
38Models stress during cell replication and repair pressure.
P53_INACTIVE
57Represents reduced modeled checkpoint response.
RB_INACTIVE
76Represents altered cell-cycle control in a conceptual profile.
MMR_DEFECT
95Models mismatch-repair deficiency as a profile flag.
BRCA_DEFECT
33Models homologous-recombination repair weakness.
PARP_DEPENDENCE
52Conceptual dependency flag for DNA-repair pathway modeling.
MHC_LOW
71Represents reduced immune presentation in the demo model.
NEOANTIGEN_PRESENT
90Represents a modeled antigen signal for immune recognition.
STRESS_LIGAND_HIGH
28Conceptual stress signal for immune-pressure modeling.
TELOMERASE_HIGH
47Models replicative persistence in a simplified profile.
HYPOXIA_HIGH
66Represents low-oxygen pressure in a demo tumor environment.
LACTATE_HIGH
85Models metabolic acidity and stress context.
PD_L1_HIGH
23Represents immune-checkpoint signaling in a conceptual profile.
CASPASE_BLOCKED
42Models reduced apoptosis execution in a simplified state.
ECM_INVASION_HIGH
61Represents invasion/matrix-interaction pressure in demo data.
ANGIOGENESIS_SIGNAL
80Models blood-vessel growth pressure in a conceptual environment.
INFLAMMATION_HIGH
99Represents modeled inflammation load and possible healthy-tissue tradeoff.
Capabilities