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

7153b1ef-41b9-4b43-a766-0910291502dd

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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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.400
  • MYC_TARGETS_V1+0.400
  • MYC_TARGETS_V2+0.400
  • MTORC1_SIGNALING+0.200
  • PROTEIN_SECRETION+0.200
  • UNFOLDED_PROTEIN_RESPONSE+0.200
  • ANDROGEN_RESPONSE+0.100
  • ANGIOGENESIS+0.100
  • ESTROGEN_RESPONSE_LATE+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • ALLOGRAFT_REJECTION-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • HEDGEHOG_SIGNALING-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • TGF_BETA_SIGNALING-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • APOPTOSIS-0.200
  • COAGULATION-0.200
  • COMPLEMENT-0.200

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
1MNG592
mng-umap@100
0.869
2SRR1516044
bladder-landscape@3
0.863
3MBCProject_6109_T1B_RNA
breast-umap@18
B0.858
4TCGA-4Z-AA84-01A-11R-A39I-07
bladder-landscape@3
0.855
5SRR8518345
breast-umap@18
E0.852
6TCGA-63-A5MI-01A-12R-A27Q-07
lung-landscapes@6
cohortSQ10.848
7MNG332
mng-umap@100
0.845
8176e93be-1ae5-43f2-a0b5-17f31695e679
melanoma-umap@29
0.844
9X7c81e3d9.c538.468a.8a2a.f34513bac230
lung-landscapes@6
cohortA30.844
102d8cab40-0dda-4d6d-a9ba-83a82a7e1c15
colon-landscapes@1
0.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered