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

DRR168599

bfce9e7d-6896-5d48-b9e0-7a19892a3e67

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

  • NOTCH_SIGNALING+0.350
  • OXIDATIVE_PHOSPHORYLATION+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.240
  • DNA_REPAIR+0.180
  • MYC_TARGETS_V2+0.170
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.150
  • ADIPOGENESIS+0.110
  • ESTROGEN_RESPONSE_EARLY+0.090
  • HEME_METABOLISM+0.070
  • PEROXISOME+0.070

Top 10 suppressed

  • ANGIOGENESIS-0.480
  • INFLAMMATORY_RESPONSE-0.480
  • ALLOGRAFT_REJECTION-0.460
  • E2F_TARGETS-0.460
  • G2M_CHECKPOINT-0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.450
  • IL6_JAK_STAT3_SIGNALING-0.400
  • COMPLEMENT-0.380
  • KRAS_SIGNALING_UP-0.370
  • SPERMATOGENESIS-0.360

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
1MDT-AP-1357
medullo-epn-umap@date-based
MedMedulloblastoma0.844
2308a5759-8930-433f-8d11-4c3da6ed0e29
colon-landscapes@1
0.839
3TCGA-DK-A1AG-01A-11R-A13Y-07
bladder-landscape@3
0.837
4MDT-AP-0402
medullo-epn-umap@date-based
MedMedulloblastoma0.833
5SRR12202454
bladder-landscape@3
0.832
6TCGA-21-1078-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.830
7TCGA-95-7948-01A-11R-2187-07
lung-landscapes@6
cohortA10.827
8R165
bladder-landscape@3
0.822
9MBCProject_0004_T1_RNA
breast-umap@18
C0.818
10MDT-AP-1207
medullo-epn-umap@date-based
MedMedulloblastoma0.816

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.350Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.310Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
MYC_TARGETS_V20.170Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.150Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.090Inavolisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
PEROXISOME0.070Idelalisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
GLYCOLYSIS0.020Inavolisib— uncovered
TGF_BETA_SIGNALING0.020Inavolisib— uncovered
UV_RESPONSE_DN0.010Inavolisib— uncovered