Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

TCGA-GM-A2DL-01A-11R-A18M-07

· C

5d976d70-c8fa-5e6d-890b-57d9e85ba115

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
C
subtype
C
overall_survival_months
117
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.610
  • TNFA_SIGNALING_VIA_NFKB+0.490
  • ANGIOGENESIS+0.410
  • COAGULATION+0.410
  • TGF_BETA_SIGNALING+0.410
  • MYOGENESIS+0.350
  • P53_PATHWAY+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • ANDROGEN_RESPONSE+0.310
  • KRAS_SIGNALING_UP+0.310

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.150
  • MYC_TARGETS_V2-0.120
  • UNFOLDED_PROTEIN_RESPONSE-0.100
  • HEDGEHOG_SIGNALING-0.070
  • INTERFERON_ALPHA_RESPONSE-0.070
  • PROTEIN_SECRETION-0.070
  • KRAS_SIGNALING_DN-0.060
  • SPERMATOGENESIS-0.050
  • HEME_METABOLISM-0.040
  • APICAL_SURFACE-0.010

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MNG893
mng-umap@100
0.848
2MDT-AP-2040
medullo-epn-umap@date-based
MedMedulloblastoma0.842
3TCGA-BH-A0DZ-01A-11R-A00Z-07
breast-umap@18
C0.833
4EPT0508
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.828
5MDT-AP-2149
medullo-epn-umap@date-based
MedMedulloblastoma0.823
6TCGA-CN-6020-01A-11R-1686-07
head-neck@1
0.819
7SRR10900576
melanoma-umap@29
0.819
8MDT-AP-1256
medullo-epn-umap@date-based
MedMedulloblastoma0.813
9s_150324_4b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.813
10MDT-AP-0355
medullo-epn-umap@date-based
MedMedulloblastoma0.813

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 39 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.610Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.490Inavolisib— uncovered
ANGIOGENESIS0.410Remibrutinib— uncovered
COAGULATION0.410Binimetinib— uncovered
TGF_BETA_SIGNALING0.410Inavolisib— uncovered
MYOGENESIS0.350Inavolisib— uncovered
P53_PATHWAY0.350Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
HYPOXIA0.290Idelalisib— uncovered
APOPTOSIS0.280Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.280Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.280Idelalisib— uncovered
NOTCH_SIGNALING0.250Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
ALLOGRAFT_REJECTION0.230Idelalisib— uncovered