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

DRR168510

ad99d83a-48aa-57bd-b81b-a65f986dca4e

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

  • INTERFERON_ALPHA_RESPONSE+0.440
  • E2F_TARGETS+0.410
  • PANCREAS_BETA_CELLS+0.410
  • G2M_CHECKPOINT+0.370
  • CHOLESTEROL_HOMEOSTASIS+0.330
  • INTERFERON_GAMMA_RESPONSE+0.310
  • SPERMATOGENESIS+0.300
  • KRAS_SIGNALING_DN+0.290
  • MTORC1_SIGNALING+0.140
  • MYC_TARGETS_V2+0.130

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.580
  • NOTCH_SIGNALING-0.560
  • PROTEIN_SECRETION-0.440
  • UV_RESPONSE_DN-0.400
  • ADIPOGENESIS-0.380
  • ANGIOGENESIS-0.360
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • ANDROGEN_RESPONSE-0.230
  • OXIDATIVE_PHOSPHORYLATION-0.220
  • PEROXISOME-0.210

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
1SRR12202495
bladder-landscape@3
0.749
2SRR1797265
lung-landscapes@6
cohortSC0.728
3R219
bladder-landscape@3
0.721
4SRR12202420
bladder-landscape@3
0.703
5TCGA-56-A49D-01A-11R-A24H-07
lung-landscapes@6
cohortSQ10.700
6SRR25617831
breast-umap@18
D0.700
7C3L-02654
lung-landscapes@6
cohortA10.694
8R217
bladder-landscape@3
0.692
9MNG1269
mng-umap@100
0.691
10SRR1516037
bladder-landscape@3
0.688

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.440Inavolisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
PANCREAS_BETA_CELLS0.410Cobimetinib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.290Remibrutinib— uncovered
MTORC1_SIGNALING0.140Inavolisib— uncovered
MYC_TARGETS_V20.130Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
HYPOXIA0.090Idelalisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
ALLOGRAFT_REJECTION0.060Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered
KRAS_SIGNALING_UP0.060Inavolisib— uncovered
COAGULATION0.050Binimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.030Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.020Inavolisib— uncovered