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

TCGA-D8-A1JJ-01A-31R-A14M-07

· C

a5ca96c4-1830-5b3b-9881-156ef3363de3

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
20

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MTORC1_SIGNALING+0.470
  • ANDROGEN_RESPONSE+0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • G2M_CHECKPOINT+0.380
  • MITOTIC_SPINDLE+0.380
  • PROTEIN_SECRETION+0.370
  • E2F_TARGETS+0.360
  • MYC_TARGETS_V1+0.350
  • PI3K_AKT_MTOR_SIGNALING+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.300

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.310
  • KRAS_SIGNALING_DN-0.220
  • ESTROGEN_RESPONSE_EARLY-0.200
  • ESTROGEN_RESPONSE_LATE-0.180
  • TNFA_SIGNALING_VIA_NFKB-0.170
  • ADIPOGENESIS-0.140
  • XENOBIOTIC_METABOLISM-0.120
  • APICAL_SURFACE-0.110
  • OXIDATIVE_PHOSPHORYLATION-0.090
  • ALLOGRAFT_REJECTION-0.080

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG56
mng-umap@100
0.809
2131540
medullo-epn-umap@date-based
EPNEPN Tumor0.794
3SRR4195688
colon-landscapes@1
0.769
4SRR934935
brain-umap@2
0.762
5TCGA-DK-A1A5-01A-11R-A13Y-07
bladder-landscape@3
0.757
6TCGA-AN-A0G0-01A-11R-A034-07
breast-umap@18
E0.749
7TCGA-E9-A1RH-01A-21R-A169-07
breast-umap@18
C0.748
8MDT-AP-3249
medullo-epn-umap@date-based
MedMedulloblastoma0.748
9HLF_LIVER
ccle-hcc@v2024.1
HCC0.748
1047c0b7df-a564-4e71-8d90-ba07bac40f59
melanoma-umap@29
0.747

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 32 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MTORC1_SIGNALING0.470Inavolisib— uncovered
ANDROGEN_RESPONSE0.460Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
MYC_TARGETS_V10.350Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.310Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
HYPOXIA0.270Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
UV_RESPONSE_DN0.150Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered
COMPLEMENT0.110Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered