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

TCGA-78-7542-01A-21R-2066-07

· cohortA1

8d7ae98d-3da9-5f48-8fd1-6b69f0d8d53e

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
cohortA1
subtype
cohortA1
age_years
56

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+0.650
  • E2F_TARGETS+0.530
  • G2M_CHECKPOINT+0.500
  • INTERFERON_GAMMA_RESPONSE+0.480
  • MITOTIC_SPINDLE+0.470
  • PROTEIN_SECRETION+0.440
  • MYC_TARGETS_V1+0.380
  • MTORC1_SIGNALING+0.360
  • PI3K_AKT_MTOR_SIGNALING+0.330
  • DNA_REPAIR+0.320

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • KRAS_SIGNALING_DN-0.300
  • HEDGEHOG_SIGNALING-0.280
  • BILE_ACID_METABOLISM-0.220
  • MYOGENESIS-0.220
  • UV_RESPONSE_UP-0.130
  • NOTCH_SIGNALING-0.110
  • ANGIOGENESIS-0.100

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-XF-AAN2-01A-11R-A42T-07
bladder-landscape@3
0.886
2TCGA-78-7146-01A-11R-2039-07
lung-landscapes@6
cohortA10.867
3TCGA-CQ-6220-01A-11R-1915-07
head-neck@1
0.839
4TCGA-85-7710-01A-11R-2125-07
lung-landscapes@6
cohortSQ10.834
5TCGA-4Z-AA81-01A-11R-A39I-07
bladder-landscape@3
0.833
6R427
bladder-landscape@3
0.830
7SRR650153
bladder-landscape@3
0.823
8TCGA-52-7812-01A-11R-2125-07
lung-landscapes@6
cohortA10.816
9SRR934975
brain-umap@2
0.810
10TCGA-G2-A2EJ-01A-11R-A180-07
bladder-landscape@3
0.804

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.650Inavolisib— uncovered
E2F_TARGETS0.530Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.480Idelalisib— uncovered
MITOTIC_SPINDLE0.470Inavolisib— uncovered
PROTEIN_SECRETION0.440Remibrutinib— uncovered
MYC_TARGETS_V10.380Inavolisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.330Inavolisib— uncovered
DNA_REPAIR0.320Idelalisib— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.310Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
APICAL_JUNCTION0.180Inavolisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
APOPTOSIS0.150Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered