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

TCGA-85-8584-01A-11R-2403-07

· cohortA4

3999c882-12db-5efd-b26b-4203dcd72aed

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
cohortA4
subtype
cohortA4
age_years
71

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+0.550
  • INTERFERON_GAMMA_RESPONSE+0.470
  • ALLOGRAFT_REJECTION+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • COMPLEMENT+0.280
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • XENOBIOTIC_METABOLISM+0.260
  • E2F_TARGETS+0.250
  • APICAL_SURFACE+0.230
  • COAGULATION+0.230

Top 10 suppressed

  • PROTEIN_SECRETION-0.330
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • NOTCH_SIGNALING-0.290
  • UV_RESPONSE_DN-0.280
  • HEDGEHOG_SIGNALING-0.240
  • ADIPOGENESIS-0.180
  • ANDROGEN_RESPONSE-0.160
  • CHOLESTEROL_HOMEOSTASIS-0.160
  • HEME_METABOLISM-0.160
  • BILE_ACID_METABOLISM-0.090

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_GAGRGSSX
brain-umap@2
ATRT0.786
2DRR168610
bladder-landscape@3
0.779
3MNG539
mng-umap@100
0.775
4TCGA-21-1070-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.750
5SRR5088821
melanoma-umap@29
0.746
6R317
bladder-landscape@3
0.740
7346fe4c0-2ea0-45b4-8863-b0f9e7756ad6
melanoma-umap@29
0.737
86d7694d5-8582-466f-8072-df47dc10d780
melanoma-umap@29
0.734
9SRR810571
brain-umap@2
GTEX0.733
10SRR10900548
melanoma-umap@29
0.729

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
COMPLEMENT0.280Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
COAGULATION0.230Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.150Idelalisib— uncovered
IL2_STAT5_SIGNALING0.140Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.130Inavolisib— uncovered
APOPTOSIS0.120Idelalisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered