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

TCGA-44-A479-01A-31R-A24H-07

· cohortA3

a2f7cfae-ec1a-523f-9223-860992a6d757

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
cohortA3
subtype
cohortA3
age_years
73

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.440
  • INTERFERON_ALPHA_RESPONSE+0.430
  • INTERFERON_GAMMA_RESPONSE+0.420
  • PROTEIN_SECRETION+0.330
  • IL6_JAK_STAT3_SIGNALING+0.290
  • COMPLEMENT+0.250
  • PANCREAS_BETA_CELLS+0.190
  • INFLAMMATORY_RESPONSE+0.180
  • KRAS_SIGNALING_UP+0.160
  • PI3K_AKT_MTOR_SIGNALING+0.110

Top 10 suppressed

  • MYC_TARGETS_V2-0.440
  • P53_PATHWAY-0.360
  • HYPOXIA-0.350
  • CHOLESTEROL_HOMEOSTASIS-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • MYC_TARGETS_V1-0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.320
  • GLYCOLYSIS-0.310
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • ADIPOGENESIS-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
1SRR8518220
breast-umap@18
D0.853
2SRR8613700
breast-umap@18
D0.838
3TCGA-22-1005-01A-01R-A96U-41
lung-landscapes@6
cohortMD20.835
43c5fe4dc-8606-4615-994f-c41861f08f5a
melanoma-umap@29
0.823
5SRR8942978
bladder-landscape@3
0.823
6SRR2932840
head-neck@1
0.822
7be8d8236-4ebc-46de-a4fd-a901fec1cdce
melanoma-umap@29
0.819
8TCGA-44-3918-01A-01R-A278-07
lung-landscapes@6
cohortMD20.814
9SRR12202436
bladder-landscape@3
0.810
10SAMN03290886
melanoma-umap@29
0.807

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.440Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.430Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.180Idelalisib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered
IL2_STAT5_SIGNALING0.090Idelalisib— uncovered
ANDROGEN_RESPONSE0.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
COAGULATION0.050Binimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered
ANGIOGENESIS0.010Remibrutinib— uncovered
HEME_METABOLISM0.010Temsirolimus— uncovered
TGF_BETA_SIGNALING0.010Inavolisib— uncovered