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

TCGA-43-6771-01A-11R-1820-07

· cohortSQ1

a0b520b2-9969-58e0-b823-d07a5bf4012f

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
85

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • TNFA_SIGNALING_VIA_NFKB+0.510
  • ANGIOGENESIS+0.460
  • HYPOXIA+0.460
  • APICAL_SURFACE+0.450
  • TGF_BETA_SIGNALING+0.440
  • APICAL_JUNCTION+0.420
  • HEDGEHOG_SIGNALING+0.420
  • IL6_JAK_STAT3_SIGNALING+0.420
  • P53_PATHWAY+0.420

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.350
  • E2F_TARGETS-0.200
  • DNA_REPAIR-0.190
  • BILE_ACID_METABOLISM-0.140
  • FATTY_ACID_METABOLISM-0.130
  • SPERMATOGENESIS-0.110
  • MYC_TARGETS_V2-0.070
  • ADIPOGENESIS-0.040
  • UNFOLDED_PROTEIN_RESPONSE-0.010
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.010

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-85-8481-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.937
2TCGA-60-2707-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.911
3TCGA-22-4609-01A-21R-2125-07
lung-landscapes@6
cohortSQ10.890
4SRR10900576
melanoma-umap@29
0.887
5s0122159
melanoma-umap@29
0.883
6MNG918
mng-umap@100
0.870
7BS_TK84K675
brain-umap@2
high-grade glioma0.870
8TCGA-77-8138-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.862
9C3L-02601
lung-landscapes@6
cohortA10.860
10SRR26320076
bladder-landscape@3
0.857

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.510Inavolisib— uncovered
ANGIOGENESIS0.460Remibrutinib— uncovered
HYPOXIA0.460Idelalisib— uncovered
APICAL_SURFACE0.450Temsirolimus— uncovered
TGF_BETA_SIGNALING0.440Inavolisib— uncovered
APICAL_JUNCTION0.420Inavolisib— uncovered
HEDGEHOG_SIGNALING0.420Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
P53_PATHWAY0.420Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.410Idelalisib— uncovered
APOPTOSIS0.370Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.370Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.370Inavolisib— uncovered
COAGULATION0.350Binimetinib— uncovered
COMPLEMENT0.350Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.320Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered