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

TCGA-49-AAR4-01A-12R-A41B-07

· cohortA1

b887fd75-a71c-50a8-9a90-e805958b777d

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
cohortA1
subtype
cohortA1
age_years
51

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+0.390
  • INTERFERON_GAMMA_RESPONSE+0.350
  • ALLOGRAFT_REJECTION+0.340
  • COAGULATION+0.240
  • KRAS_SIGNALING_DN+0.200
  • INFLAMMATORY_RESPONSE+0.180
  • IL6_JAK_STAT3_SIGNALING+0.170
  • MYOGENESIS+0.160
  • APICAL_SURFACE+0.140
  • SPERMATOGENESIS+0.130

Top 10 suppressed

  • MYC_TARGETS_V1-0.620
  • PROTEIN_SECRETION-0.590
  • MYC_TARGETS_V2-0.570
  • UNFOLDED_PROTEIN_RESPONSE-0.520
  • OXIDATIVE_PHOSPHORYLATION-0.510
  • E2F_TARGETS-0.470
  • MTORC1_SIGNALING-0.470
  • G2M_CHECKPOINT-0.420
  • ANDROGEN_RESPONSE-0.400
  • ADIPOGENESIS-0.390

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR1473590
brain-umap@2
GTEX0.932
2SRR1436966
brain-umap@2
GTEX0.921
3MNG450
mng-umap@100
0.916
4SRR603658
brain-umap@2
GTEX0.916
5SRR1355373
brain-umap@2
GTEX0.915
6MNG1098
mng-umap@100
0.911
7SRR934910
brain-umap@2
0.911
8SRR1341057
brain-umap@2
GTEX0.911
9TCGA-90-A59Q-01A-11R-A26W-07
lung-landscapes@6
cohortA10.910
10SRR1389348
brain-umap@2
GTEX0.909

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.390Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
COAGULATION0.240Binimetinib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.180Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.170Inavolisib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.050Inavolisib— uncovered
ANGIOGENESIS0.030Remibrutinib— uncovered
NOTCH_SIGNALING0.010Inavolisib— uncovered