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

TCGA-CQ-A4CD-01A-21R-A24Z-07

6dfe90a9-5053-5de8-b9f8-314aeded8785

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
sex
male

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+0.590
  • MYC_TARGETS_V2+0.520
  • INTERFERON_GAMMA_RESPONSE+0.490
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • INFLAMMATORY_RESPONSE+0.310
  • MYC_TARGETS_V1+0.300
  • ANGIOGENESIS+0.290
  • COAGULATION+0.260
  • E2F_TARGETS+0.250
  • ALLOGRAFT_REJECTION+0.240

Top 10 suppressed

  • PROTEIN_SECRETION-0.400
  • MYOGENESIS-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.280
  • ANDROGEN_RESPONSE-0.270
  • UV_RESPONSE_DN-0.270
  • BILE_ACID_METABOLISM-0.260
  • MTORC1_SIGNALING-0.220
  • HEME_METABOLISM-0.210
  • KRAS_SIGNALING_DN-0.210
  • PEROXISOME-0.210

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-UF-A7JT-01A-11R-A34R-07
head-neck@1
0.761
2MNG921
mng-umap@100
0.759
3BS_GAGRGSSX
brain-umap@2
ATRT0.750
4TCGA-66-2782-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.748
5301853fd-348d-4a99-9625-7da725023c1d
colon-landscapes@1
0.745
6R61
bladder-landscape@3
0.741
7TCGA-GU-A766-01A-11R-A32O-07
bladder-landscape@3
0.740
822C1A41D-014D-4EFB-AF5B-EFC3FEC1E936
brain-umap@2
0.732
9TCGA-OL-A66I-01A-21R-A29R-07
breast-umap@18
D0.731
10TCGA-PL-A8LZ-01A-31R-A36F-07
breast-umap@18
D0.728

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.590Inavolisib— uncovered
MYC_TARGETS_V20.520Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
ANGIOGENESIS0.290Remibrutinib— uncovered
COAGULATION0.260Binimetinib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
ALLOGRAFT_REJECTION0.240Idelalisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
COMPLEMENT0.210Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.180Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.140Remibrutinib— uncovered
G2M_CHECKPOINT0.130Inavolisib— uncovered
HYPOXIA0.130Idelalisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered