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

TCGA-CV-A45T-01A-11R-A24H-07

40fbf3da-a107-5eda-a250-4110fa1f9556

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
overall_survival_months
1.108675799
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+0.660
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.560
  • INFLAMMATORY_RESPONSE+0.360
  • IL6_JAK_STAT3_SIGNALING+0.350
  • MYOGENESIS+0.350
  • COMPLEMENT+0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.270
  • KRAS_SIGNALING_UP+0.250
  • IL2_STAT5_SIGNALING+0.220

Top 10 suppressed

  • MITOTIC_SPINDLE-0.470
  • HEDGEHOG_SIGNALING-0.390
  • TGF_BETA_SIGNALING-0.370
  • PROTEIN_SECRETION-0.350
  • G2M_CHECKPOINT-0.330
  • UV_RESPONSE_DN-0.330
  • ANGIOGENESIS-0.260
  • ESTROGEN_RESPONSE_EARLY-0.240
  • HYPOXIA-0.240
  • ANDROGEN_RESPONSE-0.220

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-LL-A5YN-01A-11R-A28M-07
breast-umap@18
B0.882
2TCGA-AC-A5XS-01A-11R-A29R-07
breast-umap@18
B0.871
3TCGA-WT-AB41-01A-11R-A41B-07
breast-umap@18
B0.838
4TCGA-E2-A14Z-01A-11R-A115-07
breast-umap@18
D0.829
5SRR2016951
head-neck@1
0.826
60ec02d90-7ccb-476e-a8bb-9a9c8f158dee
melanoma-umap@29
0.825
7TCGA-LL-A5YO-01A-21R-A28M-07
breast-umap@18
D0.818
8TCGA-BH-A2L8-01A-11R-A18M-07
breast-umap@18
A0.818
9TCGA-CQ-5333-01A-01R-2403-07
head-neck@1
0.818
10MNG718
mng-umap@100
0.816

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
INTERFERON_ALPHA_RESPONSE0.660Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
MYOGENESIS0.350Inavolisib— uncovered
COMPLEMENT0.270Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.210Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.180Inavolisib— uncovered
COAGULATION0.160Binimetinib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
MYC_TARGETS_V20.080Idelalisib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered