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

C3N-03764

· cohortA1

da94f6ab-ae03-5eed-a7b3-82d1a3cab752

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
cohortA1
subtype
cohortA1
age_years
69.0568104

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.500
  • ALLOGRAFT_REJECTION+0.470
  • MYC_TARGETS_V2+0.420
  • E2F_TARGETS+0.400
  • MTORC1_SIGNALING+0.400
  • MYC_TARGETS_V1+0.400
  • IL6_JAK_STAT3_SIGNALING+0.370
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • INFLAMMATORY_RESPONSE+0.340

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • NOTCH_SIGNALING-0.350
  • WNT_BETA_CATENIN_SIGNALING-0.260
  • MYOGENESIS-0.250
  • PANCREAS_BETA_CELLS-0.210
  • UV_RESPONSE_DN-0.160
  • TGF_BETA_SIGNALING-0.150
  • BILE_ACID_METABOLISM-0.140
  • COAGULATION-0.130

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
1ERR2208906
melanoma-umap@29
0.910
2f66a9fee-f63a-4398-b242-9c065bbe213d
colon-landscapes@1
0.888
3faffc96a-760c-405c-9bec-d2ec116b4a1d
melanoma-umap@29
0.887
4SRR8518156
breast-umap@18
D0.885
5992ce1bc-46a2-4f57-ac7a-c6368c69c67c
colon-landscapes@1
0.885
61e0f16e6-de1c-4d1e-b1f6-5fabbea1591b
colon-landscapes@1
0.883
7TCGA-A8-A08P-01A-11R-A00Z-07
breast-umap@18
C0.882
8TCGA-38-4625-01A-01R-1206-07
lung-landscapes@6
cohortA10.879
9TCGA-C8-A1HM-01A-12R-A137-07
breast-umap@18
C0.876
10ERR2208905
melanoma-umap@29
0.876

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
MYC_TARGETS_V20.420Idelalisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
DNA_REPAIR0.320Idelalisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.310Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
COMPLEMENT0.170Inavolisib— uncovered
ANDROGEN_RESPONSE0.150Inavolisib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
APOPTOSIS0.120Idelalisib— uncovered