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

TCGA-97-8547-01A-11R-2403-07

· cohortA1

0cc0c859-84c6-5a17-b4f2-db0e51fa13e5

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
78

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+0.530
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • COAGULATION+0.440
  • MYOGENESIS+0.380
  • HEDGEHOG_SIGNALING+0.320
  • PANCREAS_BETA_CELLS+0.320
  • KRAS_SIGNALING_UP+0.290
  • NOTCH_SIGNALING+0.260
  • APICAL_JUNCTION+0.250
  • KRAS_SIGNALING_DN+0.250

Top 10 suppressed

  • MYC_TARGETS_V1-0.660
  • E2F_TARGETS-0.590
  • G2M_CHECKPOINT-0.570
  • MYC_TARGETS_V2-0.510
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • PI3K_AKT_MTOR_SIGNALING-0.410
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • DNA_REPAIR-0.390
  • MTORC1_SIGNALING-0.390
  • ANDROGEN_RESPONSE-0.300

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-XF-A9SP-01A-11R-A39I-07
bladder-landscape@3
0.924
2TCGA-XF-AAMJ-01A-11R-A42T-07
bladder-landscape@3
0.918
3TCGA-49-4512-01A-21R-1858-07
lung-landscapes@6
cohortA10.915
4TCGA-50-8459-01A-11R-2326-07
lung-landscapes@6
cohortMD20.903
5TCGA-49-4490-01A-21R-1858-07
lung-landscapes@6
cohortA10.896
6TCGA-LD-A74U-01A-13R-A33J-07
breast-umap@18
A0.896
7MNG298
mng-umap@100
0.893
8TCGA-CV-5444-01A-02R-1514-07
head-neck@1
0.890
9TCGA-55-8096-01A-11R-2241-07
lung-landscapes@6
cohortA10.889
10SRR2665516
melanoma-umap@29
0.888

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.530Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
COAGULATION0.440Binimetinib— uncovered
MYOGENESIS0.380Inavolisib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
KRAS_SIGNALING_UP0.290Inavolisib— uncovered
NOTCH_SIGNALING0.260Inavolisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.110Inavolisib— uncovered
COMPLEMENT0.090Inavolisib— uncovered
IL2_STAT5_SIGNALING0.080Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.070Inavolisib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.060Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered