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

TCGA-A7-A26F-01A-21R-A169-07

· D

ff31be42-9d11-555b-b218-4afb52206cf4

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INFLAMMATORY_RESPONSE+0.420
  • INTERFERON_GAMMA_RESPONSE+0.390
  • IL6_JAK_STAT3_SIGNALING+0.380
  • INTERFERON_ALPHA_RESPONSE+0.330
  • ANDROGEN_RESPONSE+0.310
  • ANGIOGENESIS+0.270
  • MITOTIC_SPINDLE+0.270
  • UV_RESPONSE_DN+0.270
  • ALLOGRAFT_REJECTION+0.260
  • TNFA_SIGNALING_VIA_NFKB+0.240

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.490
  • DNA_REPAIR-0.430
  • MYC_TARGETS_V2-0.380
  • ESTROGEN_RESPONSE_LATE-0.350
  • MYC_TARGETS_V1-0.350
  • ESTROGEN_RESPONSE_EARLY-0.340
  • UV_RESPONSE_UP-0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • MYOGENESIS-0.290
  • ADIPOGENESIS-0.240

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-A7-A26F-01B-04R-A22O-07
breast-umap@18
D0.822
2TCGA-EW-A1IY-01A-11R-A13Q-07
breast-umap@18
B0.797
3TCGA-E2-A1B1-01A-21R-A12P-07
breast-umap@18
A0.793
4AUR-AFSO-TTP1-A-8-0-R-A741-41
breast-umap@18
C0.792
5TCGA-D8-A27M-01A-11R-A16F-07
breast-umap@18
D0.786
67ca9c52f-2d6e-4868-b4e8-9dd7937f6b2b
melanoma-umap@29
0.783
7s0122308
melanoma-umap@29
0.780
8c22c07cb-8215-47e8-9525-074fda8d7d59
colon-landscapes@1
0.780
9SRR4296088
lung-landscapes@6
cohortMD20.779
10SRR8518454
breast-umap@18
D0.777

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INFLAMMATORY_RESPONSE0.420Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
MITOTIC_SPINDLE0.270Inavolisib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
ALLOGRAFT_REJECTION0.260Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
COMPLEMENT0.150Inavolisib— uncovered
MTORC1_SIGNALING0.150Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
HEDGEHOG_SIGNALING0.120Inavolisib— uncovered
TGF_BETA_SIGNALING0.120Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
G2M_CHECKPOINT0.090Inavolisib— uncovered