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

SRR23303738

d11f2c1e-0591-5d18-b3d2-66f14b8a7763

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

  • SPERMATOGENESIS+0.310
  • KRAS_SIGNALING_DN+0.260
  • E2F_TARGETS+0.230
  • PANCREAS_BETA_CELLS+0.230
  • ALLOGRAFT_REJECTION+0.210
  • G2M_CHECKPOINT+0.180
  • OXIDATIVE_PHOSPHORYLATION+0.130
  • ESTROGEN_RESPONSE_LATE+0.110
  • BILE_ACID_METABOLISM+0.090
  • FATTY_ACID_METABOLISM+0.060

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.630
  • WNT_BETA_CATENIN_SIGNALING-0.540
  • UNFOLDED_PROTEIN_RESPONSE-0.510
  • PROTEIN_SECRETION-0.480
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.470
  • HEDGEHOG_SIGNALING-0.430
  • PI3K_AKT_MTOR_SIGNALING-0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.410
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • HYPOXIA-0.400

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG159
mng-umap@100
0.813
2MDT-AP-1141
medullo-epn-umap@date-based
MedMedulloblastoma0.812
3MDT-AP-1162
medullo-epn-umap@date-based
MedMedulloblastoma0.808
4TCGA-LT-A5Z6-01A-11R-A28M-07
bladder-landscape@3
0.806
5SRR8392892
lung-landscapes@6
cohortA10.799
6MNG913
mng-umap@100
0.798
7SRR25617831
breast-umap@18
D0.796
8R283
bladder-landscape@3
0.793
9TCGA-CN-5374-01A-01R-1436-07
head-neck@1
0.787
10R227
bladder-landscape@3
0.786

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
SPERMATOGENESIS0.310Inavolisib— uncovered
KRAS_SIGNALING_DN0.260Remibrutinib— uncovered
E2F_TARGETS0.230Inavolisib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.210Idelalisib— uncovered
G2M_CHECKPOINT0.180Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
KRAS_SIGNALING_UP0.030Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.020Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered