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

TCGA-97-7547-01A-11R-2039-07

· cohortA1

b0e8fa5d-c64f-5da4-bda8-80b453aec435

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
67

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.350
  • ANDROGEN_RESPONSE+0.310
  • ESTROGEN_RESPONSE_EARLY+0.310
  • PEROXISOME+0.300
  • HEDGEHOG_SIGNALING+0.290
  • UV_RESPONSE_DN+0.280
  • HEME_METABOLISM+0.230
  • BILE_ACID_METABOLISM+0.220
  • TGF_BETA_SIGNALING+0.220
  • ADIPOGENESIS+0.210

Top 10 suppressed

  • E2F_TARGETS-0.660
  • G2M_CHECKPOINT-0.580
  • MYC_TARGETS_V1-0.470
  • MYC_TARGETS_V2-0.470
  • DNA_REPAIR-0.360
  • SPERMATOGENESIS-0.300
  • INTERFERON_ALPHA_RESPONSE-0.290
  • MTORC1_SIGNALING-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.250
  • OXIDATIVE_PHOSPHORYLATION-0.230

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-44-6146-01A-11R-1755-07
lung-landscapes@6
cohortA10.851
2TCGA-75-6206-01A-11R-1755-07
lung-landscapes@6
cohortA20.848
3BS_CGB2WS2A
brain-umap@2
pilocytic astrocytoma0.842
4SRR8518290
breast-umap@18
F0.837
5TCGA-78-7162-01A-21R-2066-07
lung-landscapes@6
cohortA20.836
6TCGA-62-8395-01A-11R-2326-07
lung-landscapes@6
cohortA20.833
7TCGA-GD-A3OP-01A-21R-A220-07
bladder-landscape@3
0.802
8SRR8613737
breast-umap@18
F0.801
9C3L-03679
lung-landscapes@6
cohortA10.800
10TCGA-05-4384-01A-01R-1755-07
lung-landscapes@6
cohortA20.799

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
PROTEIN_SECRETION0.350Remibrutinib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
PEROXISOME0.300Idelalisib— uncovered
HEDGEHOG_SIGNALING0.290Inavolisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
TGF_BETA_SIGNALING0.220Inavolisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
MYOGENESIS0.150Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.130Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.120Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
APICAL_SURFACE0.070Temsirolimus— uncovered
APOPTOSIS0.070Idelalisib— uncovered