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

GSM5359431

d8a56805-e351-53cb-845e-bfe240b63c96

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
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

  • PANCREAS_BETA_CELLS+0.330
  • BILE_ACID_METABOLISM+0.320
  • PEROXISOME+0.230
  • SPERMATOGENESIS+0.200
  • E2F_TARGETS+0.190
  • FATTY_ACID_METABOLISM+0.150
  • XENOBIOTIC_METABOLISM+0.130
  • ADIPOGENESIS+0.090
  • OXIDATIVE_PHOSPHORYLATION+0.060
  • KRAS_SIGNALING_DN+0.040

Top 10 suppressed

  • MYC_TARGETS_V2-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.470
  • MYC_TARGETS_V1-0.460
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • NOTCH_SIGNALING-0.390
  • TGF_BETA_SIGNALING-0.390
  • WNT_BETA_CATENIN_SIGNALING-0.390
  • HYPOXIA-0.370
  • IL6_JAK_STAT3_SIGNALING-0.340
  • MTORC1_SIGNALING-0.340

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-LT-A5Z6-01A-11R-A28M-07
bladder-landscape@3
0.847
266326_S124
lung-landscapes@6
cohortA10.820
3SRR664854
brain-umap@2
GTEX0.813
4TCGA-XF-A8HC-01A-11R-A36F-07
bladder-landscape@3
0.801
5SRR8943038
bladder-landscape@3
0.800
6X32c1a1c5.08f3.4980.bdb3.37c652822988
lung-landscapes@6
cohortA10.799
7R70
bladder-landscape@3
0.794
8SRR12202427
bladder-landscape@3
0.793
9TCGA-E7-A7PW-01A-11R-A352-07
bladder-landscape@3
0.781
10SRR2700736
melanoma-umap@29
0.776

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.330Cobimetinib— uncovered
BILE_ACID_METABOLISM0.320Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
FATTY_ACID_METABOLISM0.150Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.060Remibrutinib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
UV_RESPONSE_DN0.030Inavolisib— uncovered
HEME_METABOLISM0.020Temsirolimus— uncovered