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

TCGA-UF-A71E-01A-31R-A34R-07

067d646c-b2dc-5494-acfe-4147ac167217

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
0.343378995
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

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.360
  • CHOLESTEROL_HOMEOSTASIS+0.350
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • MYC_TARGETS_V2+0.250
  • MYC_TARGETS_V1+0.220
  • P53_PATHWAY+0.220
  • DNA_REPAIR+0.210
  • MTORC1_SIGNALING+0.180
  • HEDGEHOG_SIGNALING+0.160
  • PANCREAS_BETA_CELLS+0.140

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.540
  • IL6_JAK_STAT3_SIGNALING-0.430
  • COMPLEMENT-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.380
  • ANGIOGENESIS-0.370
  • INTERFERON_GAMMA_RESPONSE-0.340
  • KRAS_SIGNALING_UP-0.330
  • COAGULATION-0.280
  • 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-33-AAS8-01A-11R-A405-07
lung-landscapes@6
cohortSQ20.849
2TCGA-39-5037-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.840
3SRR10900016
melanoma-umap@29
0.832
4SRR2779097
melanoma-umap@29
0.831
5TCGA-94-8490-01A-11R-2326-07
lung-landscapes@6
cohortSQ20.830
6cc1c7e4b-89a0-4d94-b9e5-293c2eacadd9
melanoma-umap@29
0.828
7a7d1fe23-5255-4daa-a6a9-fe2f67491323
colon-landscapes@1
0.827
8TCGA-85-8070-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.827
9TCGA-BB-8601-01A-11R-2403-07
head-neck@1
0.824
1087F9E756-60BB-435B-9A2D-211E89C182D9
brain-umap@2
0.823

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
REACTIVE_OXYGEN_SPECIES_PATHWAY0.360Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.350Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
MYC_TARGETS_V10.220Inavolisib— uncovered
P53_PATHWAY0.220Idelalisib— uncovered
DNA_REPAIR0.210Idelalisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
E2F_TARGETS0.130Inavolisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
G2M_CHECKPOINT0.110Inavolisib— uncovered
HYPOXIA0.110Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.030Inavolisib— uncovered