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

66326_S124

· cohortA1

74b44e6d-760c-5a82-a73c-18ee67a43249

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • SPERMATOGENESIS+0.360
  • PANCREAS_BETA_CELLS+0.280
  • E2F_TARGETS+0.270
  • XENOBIOTIC_METABOLISM+0.220
  • KRAS_SIGNALING_DN+0.190
  • BILE_ACID_METABOLISM+0.170
  • G2M_CHECKPOINT+0.150
  • FATTY_ACID_METABOLISM+0.030
  • GLYCOLYSIS+0.030
  • APICAL_SURFACE+0.000

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.530
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • ALLOGRAFT_REJECTION-0.460
  • INTERFERON_GAMMA_RESPONSE-0.420
  • WNT_BETA_CATENIN_SIGNALING-0.420
  • IL6_JAK_STAT3_SIGNALING-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.380
  • CHOLESTEROL_HOMEOSTASIS-0.370
  • MYC_TARGETS_V2-0.360
  • TGF_BETA_SIGNALING-0.360

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-LT-A5Z6-01A-11R-A28M-07
bladder-landscape@3
0.882
2SAMN03290928
melanoma-umap@29
0.857
3TCGA-53-A4EZ-01A-12R-A24X-07
lung-landscapes@6
cohortA30.854
4TCGA-E7-A7PW-01A-11R-A352-07
bladder-landscape@3
0.850
5TCGA-BB-4224-01A-01R-1436-07
head-neck@1
0.845
6TCGA-FJ-A3ZF-01A-11R-A23N-07
bladder-landscape@3
0.842
7TCGA-95-7043-01A-11R-1949-07
lung-landscapes@6
cohortA40.839
8SRR10899998
melanoma-umap@29
0.839
9sclc0624_S64.txt
lung-landscapes@6
cohortSC0.836
10TCGA-XF-A8HC-01A-11R-A36F-07
bladder-landscape@3
0.833

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
SPERMATOGENESIS0.360Inavolisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
E2F_TARGETS0.270Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
BILE_ACID_METABOLISM0.170Inavolisib— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
FATTY_ACID_METABOLISM0.030Inavolisib— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered