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

TCGA-E2-A14Z-01A-11R-A115-07

· D

a1073bd4-c4fd-597c-9128-5d16d5f8934e

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
D
subtype
D
overall_survival_months
19

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+0.580
  • INTERFERON_ALPHA_RESPONSE+0.450
  • INTERFERON_GAMMA_RESPONSE+0.450
  • IL6_JAK_STAT3_SIGNALING+0.410
  • INFLAMMATORY_RESPONSE+0.400
  • PANCREAS_BETA_CELLS+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.290
  • COAGULATION+0.240
  • COMPLEMENT+0.240
  • IL2_STAT5_SIGNALING+0.230

Top 10 suppressed

  • ANDROGEN_RESPONSE-0.330
  • NOTCH_SIGNALING-0.320
  • MITOTIC_SPINDLE-0.300
  • PROTEIN_SECRETION-0.290
  • CHOLESTEROL_HOMEOSTASIS-0.250
  • G2M_CHECKPOINT-0.220
  • TGF_BETA_SIGNALING-0.190
  • GLYCOLYSIS-0.170
  • UV_RESPONSE_DN-0.170
  • PI3K_AKT_MTOR_SIGNALING-0.150

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-CV-A45T-01A-11R-A24H-07
head-neck@1
0.829
20ec02d90-7ccb-476e-a8bb-9a9c8f158dee
melanoma-umap@29
0.827
3SRR8518196
breast-umap@18
D0.816
4f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.809
5aa5bae83-33a0-4b75-a52d-7ba53267f6d3
melanoma-umap@29
0.806
6TCGA-BH-A2L8-01A-11R-A18M-07
breast-umap@18
A0.802
7ad2bbb19-6d02-480f-b011-d4327c3c5607
melanoma-umap@29
0.800
8TCGA-LL-A5YO-01A-21R-A28M-07
breast-umap@18
D0.798
9SRR2932829
head-neck@1
0.790
10TCGA-E2-A1B5-01A-21R-A12P-07
breast-umap@18
D0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.580Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.450Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
IL2_STAT5_SIGNALING0.230Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.120Inavolisib— uncovered
MYC_TARGETS_V10.110Inavolisib— uncovered
UV_RESPONSE_UP0.110Idelalisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.080Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered