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

DRR168533

f70ed009-a471-597c-948f-0f31654c0405

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

  • ANGIOGENESIS+0.500
  • ALLOGRAFT_REJECTION+0.480
  • INTERFERON_GAMMA_RESPONSE+0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.440
  • IL6_JAK_STAT3_SIGNALING+0.410
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INFLAMMATORY_RESPONSE+0.370
  • KRAS_SIGNALING_UP+0.370
  • COMPLEMENT+0.330
  • E2F_TARGETS+0.290

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • MYC_TARGETS_V1-0.370
  • UNFOLDED_PROTEIN_RESPONSE-0.360
  • TGF_BETA_SIGNALING-0.350
  • DNA_REPAIR-0.330
  • GLYCOLYSIS-0.280
  • NOTCH_SIGNALING-0.230
  • WNT_BETA_CATENIN_SIGNALING-0.210
  • ADIPOGENESIS-0.170

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG68
mng-umap@100
0.858
2SRR23303766
bladder-landscape@3
0.848
3GSM5359446
bladder-landscape@3
0.841
4SRR818270
brain-umap@2
GTEX0.835
5MNG1166
mng-umap@100
0.829
6SRR821690
brain-umap@2
GTEX0.823
7SRR615467
brain-umap@2
GTEX0.819
8MNG276
mng-umap@100
0.817
9R263
bladder-landscape@3
0.816
10TCGA-55-6979-01A-11R-1949-07
lung-landscapes@6
cohortA10.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.500Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.440Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
COMPLEMENT0.330Inavolisib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
APICAL_SURFACE0.250Temsirolimus— uncovered
COAGULATION0.240Binimetinib— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
G2M_CHECKPOINT0.210Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
MYOGENESIS0.110Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered