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

R66

b4565cd4-c63b-5325-bfd3-0682f34282e2

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
overall_survival_months
21
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • NOTCH_SIGNALING+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.360
  • P53_PATHWAY+0.340
  • HEDGEHOG_SIGNALING+0.330
  • TGF_BETA_SIGNALING+0.330
  • APICAL_JUNCTION+0.320
  • INTERFERON_ALPHA_RESPONSE+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.310

Top 10 suppressed

  • E2F_TARGETS-0.530
  • G2M_CHECKPOINT-0.480
  • MYC_TARGETS_V1-0.460
  • MYC_TARGETS_V2-0.460
  • SPERMATOGENESIS-0.280
  • PANCREAS_BETA_CELLS-0.240
  • ANDROGEN_RESPONSE-0.230
  • KRAS_SIGNALING_DN-0.170
  • MITOTIC_SPINDLE-0.140
  • FATTY_ACID_METABOLISM-0.120

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR13311162
bladder-landscape@3
0.866
2TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.850
3SRR10842367
melanoma-umap@29
0.844
4TCGA-FD-A3SQ-01A-21R-A22U-07
bladder-landscape@3
0.843
5MDT-AP-1369
medullo-epn-umap@date-based
MedMedulloblastoma0.840
6SRR13780273
lung-landscapes@6
cohortMD20.831
7SRR8392884
lung-landscapes@6
cohortA10.828
8c2ccc6b3-34d8-47c5-9367-cc53aad1622e
melanoma-umap@29
0.825
9ERR2208941
melanoma-umap@29
0.824
10BSR_03_0053_A6_S70
breast-umap@18
A0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.430Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
NOTCH_SIGNALING0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
P53_PATHWAY0.340Idelalisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
TGF_BETA_SIGNALING0.330Inavolisib— uncovered
APICAL_JUNCTION0.320Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.310Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
HYPOXIA0.300Idelalisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
COAGULATION0.290Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.290Inavolisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.240Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.240Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered