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

4ce20929-7d04-4c4b-9e3c-de22d237f254

1e682d01-7fc2-52d8-a1ce-22b25a628c5a

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

  • ANDROGEN_RESPONSE+0.300
  • HEDGEHOG_SIGNALING+0.300
  • UV_RESPONSE_DN+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • MITOTIC_SPINDLE+0.200
  • MYC_TARGETS_V2+0.200
  • NOTCH_SIGNALING+0.200
  • PROTEIN_SECRETION+0.200
  • MYC_TARGETS_V1+0.100
  • SPERMATOGENESIS+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.700
  • ALLOGRAFT_REJECTION-0.600
  • INTERFERON_GAMMA_RESPONSE-0.600
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • COMPLEMENT-0.400
  • MTORC1_SIGNALING-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • UV_RESPONSE_UP-0.400

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
1TCGA-OR-A5L8-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.851
2TCGA-A1-A0SB-01A-11R-A144-07
breast-umap@18
A0.845
3TCGA-A2-A1FV-01A-11R-A13Q-07
breast-umap@18
B0.823
4TCGA-A8-A091-01A-11R-A00Z-07
breast-umap@18
B0.822
5TCGA-A7-A0D9-01A-31R-A056-07
breast-umap@18
B0.819
6TCGA-A8-A08T-01A-21R-A00Z-07
breast-umap@18
B0.814
7SRR8613756
breast-umap@18
E0.814
8SRR8518374
breast-umap@18
E0.812
9R274
bladder-landscape@3
0.809
10ca7ac1e1-4c44-40a5-8094-eeebc0c2c5a2
colon-landscapes@1
0.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered