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

C3L-02165

· cohortA2

b9ebdce9-3968-5cda-8cb2-0f58c8107ec5

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
cohortA2
subtype
cohortA2
age_years
64.79397673

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+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.260
  • TGF_BETA_SIGNALING+0.250
  • MYOGENESIS+0.240
  • PANCREAS_BETA_CELLS+0.220
  • HEDGEHOG_SIGNALING+0.160
  • KRAS_SIGNALING_DN+0.150
  • UV_RESPONSE_DN+0.110
  • COAGULATION+0.040
  • WNT_BETA_CATENIN_SIGNALING+0.040

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.610
  • MYC_TARGETS_V2-0.600
  • E2F_TARGETS-0.550
  • G2M_CHECKPOINT-0.550
  • MYC_TARGETS_V1-0.550
  • INTERFERON_GAMMA_RESPONSE-0.520
  • MTORC1_SIGNALING-0.510
  • INFLAMMATORY_RESPONSE-0.400
  • IL6_JAK_STAT3_SIGNALING-0.370
  • MITOTIC_SPINDLE-0.350

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CN-4737-01A-01R-1436-07
head-neck@1
0.919
2SRR8518225
breast-umap@18
B0.911
3TCGA-A7-A5ZX-01A-12R-A29R-07
breast-umap@18
A0.903
4SRR1313111
breast-umap@18
A0.901
5C3N-01409
lung-landscapes@6
cohortA10.897
6TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.892
7TCGA-78-7161-01A-11R-2039-07
lung-landscapes@6
cohortA30.889
8C3L-03463
lung-landscapes@6
cohortA30.882
9e3d71c3f-4e56-45fa-be88-2cf444b70a5c
melanoma-umap@29
0.881
10C3L-01890
lung-landscapes@6
cohortA20.877

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.390Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
MYOGENESIS0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.220Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
COAGULATION0.040Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
ANDROGEN_RESPONSE0.020Inavolisib— uncovered
BILE_ACID_METABOLISM0.010Inavolisib— uncovered