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

R134

b83c566e-a6f8-5b86-9cc3-fe11d04689cb

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
overall_survival_months
121
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

  • INTERFERON_ALPHA_RESPONSE+0.680
  • INTERFERON_GAMMA_RESPONSE+0.610
  • ALLOGRAFT_REJECTION+0.490
  • INFLAMMATORY_RESPONSE+0.430
  • IL6_JAK_STAT3_SIGNALING+0.410
  • COMPLEMENT+0.370
  • IL2_STAT5_SIGNALING+0.360
  • KRAS_SIGNALING_UP+0.310
  • TNFA_SIGNALING_VIA_NFKB+0.300
  • HEME_METABOLISM+0.220

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • MYC_TARGETS_V1-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • ANGIOGENESIS-0.290
  • ADIPOGENESIS-0.270
  • PEROXISOME-0.230
  • XENOBIOTIC_METABOLISM-0.220
  • E2F_TARGETS-0.210
  • FATTY_ACID_METABOLISM-0.200
  • BILE_ACID_METABOLISM-0.180

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_3MYEMXPQ
medullo-epn-umap@date-based
MedMedulloblastoma0.848
2SRR8518454
breast-umap@18
D0.837
3SRR8613774
breast-umap@18
D0.824
498e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.824
5C3N-03765
lung-landscapes@6
cohortA10.823
6TCGA-E9-A1NE-01A-21R-A14M-07
breast-umap@18
A0.817
7SRR10900571
melanoma-umap@29
0.816
8SRR26320072
bladder-landscape@3
0.810
9SRR5088852
melanoma-umap@29
0.810
102d12ea90-c4f4-4aca-b353-360057b446e2
melanoma-umap@29
0.810

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.680Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.610Idelalisib— uncovered
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.430Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
PROTEIN_SECRETION0.220Remibrutinib— uncovered
APOPTOSIS0.170Idelalisib— uncovered
COAGULATION0.170Binimetinib— uncovered
MITOTIC_SPINDLE0.160Inavolisib— uncovered
UV_RESPONSE_DN0.150Inavolisib— uncovered
APICAL_JUNCTION0.130Inavolisib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
DNA_REPAIR0.090Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered