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

TCGA-CQ-7063-01A-11R-2403-07

a8b92f17-0d50-5083-a837-13d806855da3

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
female

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+0.740
  • INTERFERON_GAMMA_RESPONSE+0.640
  • ALLOGRAFT_REJECTION+0.560
  • IL6_JAK_STAT3_SIGNALING+0.510
  • TNFA_SIGNALING_VIA_NFKB+0.510
  • INFLAMMATORY_RESPONSE+0.440
  • APICAL_SURFACE+0.410
  • COMPLEMENT+0.380
  • TGF_BETA_SIGNALING+0.380
  • IL2_STAT5_SIGNALING+0.350

Top 10 suppressed

  • E2F_TARGETS-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • MYOGENESIS-0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.230
  • MYC_TARGETS_V1-0.200
  • DNA_REPAIR-0.180
  • SPERMATOGENESIS-0.160
  • ADIPOGENESIS-0.120
  • G2M_CHECKPOINT-0.120
  • GLYCOLYSIS-0.120

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-BA-5556-01A-01R-1514-07
head-neck@1
0.923
2TCGA-CV-7427-01A-11R-2081-07
head-neck@1
0.859
3TCGA-K4-A6FZ-01A-11R-A31N-07
bladder-landscape@3
0.856
4TCGA-UY-A9PA-01A-11R-A38B-07
bladder-landscape@3
0.855
5TCGA-CR-7395-01A-11R-2016-07
head-neck@1
0.844
6SRR23303760
bladder-landscape@3
0.828
7SRR8613765
breast-umap@18
D0.827
8TCGA-B6-A0WS-01A-11R-A115-07
breast-umap@18
A0.825
9TCGA-CV-6952-01A-11R-1915-07
head-neck@1
0.821
10SRR8518406
breast-umap@18
D0.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.740Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.640Idelalisib— uncovered
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.510Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.510Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.440Idelalisib— uncovered
APICAL_SURFACE0.410Temsirolimus— uncovered
COMPLEMENT0.380Inavolisib— uncovered
TGF_BETA_SIGNALING0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.350Idelalisib— uncovered
P53_PATHWAY0.340Idelalisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
APOPTOSIS0.280Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.270Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
HEME_METABOLISM0.180Temsirolimus— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered