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

DRR168534

1bcf178e-695d-5676-9946-250bfe6edfd2

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
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

  • PROTEIN_SECRETION+0.340
  • WNT_BETA_CATENIN_SIGNALING+0.280
  • TGF_BETA_SIGNALING+0.270
  • OXIDATIVE_PHOSPHORYLATION+0.240
  • MYC_TARGETS_V1+0.220
  • ADIPOGENESIS+0.200
  • MYC_TARGETS_V2+0.180
  • ANDROGEN_RESPONSE+0.170
  • FATTY_ACID_METABOLISM+0.170
  • PEROXISOME+0.170

Top 10 suppressed

  • E2F_TARGETS-0.510
  • G2M_CHECKPOINT-0.500
  • IL6_JAK_STAT3_SIGNALING-0.350
  • INTERFERON_GAMMA_RESPONSE-0.310
  • ALLOGRAFT_REJECTION-0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • INFLAMMATORY_RESPONSE-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.290
  • INTERFERON_ALPHA_RESPONSE-0.280
  • PANCREAS_BETA_CELLS-0.250

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
1DRR168550
bladder-landscape@3
0.859
2R370
bladder-landscape@3
0.822
3SRR12202454
bladder-landscape@3
0.791
4SRR6013557
lung-landscapes@6
cohortA10.789
5C3L-02961
lung-landscapes@6
cohortA20.779
6TCGA-50-5932-01A-11R-1755-07
lung-landscapes@6
cohortA20.772
7X2ea5b654.8b53.4e39.8f1a.129a46474ae2
lung-landscapes@6
cohortA10.759
8SRR8943006
bladder-landscape@3
0.758
9TCGA-B6-A0I8-01A-11R-A034-07
breast-umap@18
B0.751
10TCGA-DK-A1AA-01A-11R-A13Y-07
bladder-landscape@3
0.747

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.340Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
TGF_BETA_SIGNALING0.270Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
MYC_TARGETS_V10.220Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
MYC_TARGETS_V20.180Idelalisib— uncovered
ANDROGEN_RESPONSE0.170Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
UV_RESPONSE_DN0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.120Inavolisib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
DNA_REPAIR0.070Idelalisib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.030Inavolisib— uncovered