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

TCGA-E9-A229-01A-31R-A157-07

· A

0551ea9f-bddf-5dd6-bf31-5d5161255e60

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
A
subtype
A

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+0.680
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • INTERFERON_GAMMA_RESPONSE+0.490
  • UV_RESPONSE_DN+0.340
  • APICAL_JUNCTION+0.250
  • TGF_BETA_SIGNALING+0.250
  • HEDGEHOG_SIGNALING+0.220
  • ANGIOGENESIS+0.190
  • PROTEIN_SECRETION+0.190
  • MITOTIC_SPINDLE+0.180

Top 10 suppressed

  • MYC_TARGETS_V2-0.570
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.540
  • OXIDATIVE_PHOSPHORYLATION-0.530
  • MYC_TARGETS_V1-0.410
  • FATTY_ACID_METABOLISM-0.370
  • ADIPOGENESIS-0.350
  • HYPOXIA-0.320
  • XENOBIOTIC_METABOLISM-0.310
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • MTORC1_SIGNALING-0.290

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
12b1fa47d-360a-4b4a-aa11-23bdb025b559
colon-landscapes@1
0.859
2AUR-AG12-TTP1-A-1-0-R-A741-41
breast-umap@18
A0.850
3GSM5359411
bladder-landscape@3
0.803
4SRR35579832
breast-umap@18
A0.797
5MNG530
mng-umap@100
0.796
6de2e0c63-0c2d-43af-a006-7d84557a1c3c
colon-landscapes@1
0.794
7TCGA-CR-7382-01A-11R-2132-07
head-neck@1
0.794
8TCGA-CR-7392-01A-11R-2016-07
head-neck@1
0.790
9C3L-02629
lung-landscapes@6
cohortMD20.786
10SRR975558
colon-landscapes@1
0.785

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.680Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
UV_RESPONSE_DN0.340Inavolisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
ALLOGRAFT_REJECTION0.170Idelalisib— uncovered
COMPLEMENT0.160Inavolisib— uncovered
COAGULATION0.150Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.140Inavolisib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.090Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.070Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.060Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.050Inavolisib— uncovered
NOTCH_SIGNALING0.040Inavolisib— uncovered