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

TCGA-34-8454-01A-11R-2326-07

· cohortSQ1

96463a3e-0e51-5d6f-88c5-c9dba00197d4

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
cohortSQ1
subtype
cohortSQ1
age_years
62

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • G2M_CHECKPOINT+0.510
  • INTERFERON_ALPHA_RESPONSE+0.500
  • E2F_TARGETS+0.490
  • INTERFERON_GAMMA_RESPONSE+0.480
  • IL6_JAK_STAT3_SIGNALING+0.450
  • ALLOGRAFT_REJECTION+0.410
  • INFLAMMATORY_RESPONSE+0.390
  • TNFA_SIGNALING_VIA_NFKB+0.390
  • MITOTIC_SPINDLE+0.350
  • TGF_BETA_SIGNALING+0.340

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.150
  • GLYCOLYSIS-0.140
  • PROTEIN_SECRETION-0.090
  • KRAS_SIGNALING_DN-0.070
  • SPERMATOGENESIS-0.070
  • FATTY_ACID_METABOLISM+0.000
  • HYPOXIA+0.000
  • UV_RESPONSE_UP+0.000

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
1F547C7BB-DBF1-4805-A0EA-D8BC36606032
brain-umap@2
0.895
2TCGA-39-5030-01A-01R-1443-07
lung-landscapes@6
cohortSQ10.867
3TCGA-CQ-5334-01A-01R-1686-07
head-neck@1
0.858
4MNG736
mng-umap@100
0.851
525B5E54F-5858-454C-9B23-440A82450912
brain-umap@2
0.848
6TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.844
7SRR934943
brain-umap@2
0.836
833233781-A799-4610-86FC-C836713D31AA
brain-umap@2
0.831
9SRR934753
brain-umap@2
0.830
10SRR934737
brain-umap@2
0.828

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.510Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
E2F_TARGETS0.490Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.480Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
MITOTIC_SPINDLE0.350Inavolisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
COMPLEMENT0.330Inavolisib— uncovered
ANGIOGENESIS0.320Remibrutinib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.270Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
APOPTOSIS0.240Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.230Inavolisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered