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

SRR33346962

5803b0d6-59b6-564f-8a21-90cd51cdc28b

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

  • PANCREAS_BETA_CELLS+0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • HEDGEHOG_SIGNALING+0.400
  • MYOGENESIS+0.300
  • KRAS_SIGNALING_DN+0.290
  • UV_RESPONSE_DN+0.180
  • APICAL_JUNCTION+0.130
  • COAGULATION+0.100
  • APICAL_SURFACE+0.090
  • KRAS_SIGNALING_UP+0.090

Top 10 suppressed

  • MYC_TARGETS_V1-0.650
  • E2F_TARGETS-0.600
  • MYC_TARGETS_V2-0.570
  • OXIDATIVE_PHOSPHORYLATION-0.570
  • G2M_CHECKPOINT-0.520
  • MTORC1_SIGNALING-0.520
  • DNA_REPAIR-0.510
  • UNFOLDED_PROTEIN_RESPONSE-0.510
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.480
  • CHOLESTEROL_HOMEOSTASIS-0.470

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR23303745
bladder-landscape@3
0.967
2d7bbb44a-3fe0-4455-99d0-90be213f2a31
colon-landscapes@1
0.934
3MNG771
mng-umap@100
0.927
4BS_CZ82ANWP
brain-umap@2
DNET0.926
5R415
bladder-landscape@3
0.923
6SRR658977
brain-umap@2
GTEX0.922
7SRR1319158
brain-umap@2
GTEX0.918
8SRR12202400
bladder-landscape@3
0.914
9d2995480-5ae0-42e1-9a21-25e1435201ee
colon-landscapes@1
0.912
10SRR1475257
brain-umap@2
GTEX0.912

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
PANCREAS_BETA_CELLS0.470Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
HEDGEHOG_SIGNALING0.400Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.290Remibrutinib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
APICAL_JUNCTION0.130Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
KRAS_SIGNALING_UP0.090Inavolisib— uncovered
ANGIOGENESIS0.080Remibrutinib— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.030Inavolisib— uncovered