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

DRR168602

001aeb64-fd48-5daa-a93a-e76cf4555ee2

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
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • CHOLESTEROL_HOMEOSTASIS+0.350
  • OXIDATIVE_PHOSPHORYLATION+0.340
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • UV_RESPONSE_UP+0.280
  • ANGIOGENESIS+0.260
  • MYOGENESIS+0.240
  • ADIPOGENESIS+0.220
  • FATTY_ACID_METABOLISM+0.220
  • MYC_TARGETS_V2+0.210
  • DNA_REPAIR+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.450
  • INTERFERON_GAMMA_RESPONSE-0.400
  • ALLOGRAFT_REJECTION-0.350
  • IL6_JAK_STAT3_SIGNALING-0.230
  • INFLAMMATORY_RESPONSE-0.210
  • PROTEIN_SECRETION-0.210
  • IL2_STAT5_SIGNALING-0.200
  • ANDROGEN_RESPONSE-0.180
  • KRAS_SIGNALING_UP-0.170
  • TGF_BETA_SIGNALING-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
1BS_K3ER45RV
medullo-epn-umap@date-based
MedMedulloblastoma0.806
2689c3b5e-8bff-45d0-8165-b4b0e6dbf910
melanoma-umap@29
0.801
3TCGA-UF-A71A-01A-22R-A34R-07
head-neck@1
0.798
4SRR12475125
colon-landscapes@1
0.783
5SJEPD037_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.775
6BS_WRQHPSXQ
brain-umap@2
Ganglioglioma0.774
7MNG581
mng-umap@100
0.767
8SRR11296875
colon-landscapes@1
0.762
9SRR2669446
melanoma-umap@29
0.757
10R108
bladder-landscape@3
0.757

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.350Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.340Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
UV_RESPONSE_UP0.280Idelalisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
MYOGENESIS0.240Inavolisib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
E2F_TARGETS0.130Inavolisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
PEROXISOME0.090Idelalisib— uncovered