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

DB34442C-1882-495A-A2F0-2427116A1FAF

70fa683d-f487-5bec-8bd7-464619cc8400

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
5.847568988173456
age_years
66
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_GAMMA_RESPONSE+0.605
  • INTERFERON_ALPHA_RESPONSE+0.603
  • IL6_JAK_STAT3_SIGNALING+0.593
  • ALLOGRAFT_REJECTION+0.556
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.544
  • ANGIOGENESIS+0.532
  • TNFA_SIGNALING_VIA_NFKB+0.530
  • APOPTOSIS+0.492
  • INFLAMMATORY_RESPONSE+0.482
  • G2M_CHECKPOINT+0.458

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.376
  • SPERMATOGENESIS-0.287
  • PANCREAS_BETA_CELLS-0.158
  • BILE_ACID_METABOLISM+0.031
  • MYOGENESIS+0.039
  • HEME_METABOLISM+0.077
  • FATTY_ACID_METABOLISM+0.133
  • PEROXISOME+0.170
  • XENOBIOTIC_METABOLISM+0.181
  • ESTROGEN_RESPONSE_LATE+0.182

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C6A60028-2402-4048-90DF-F2B3712FB530
brain-umap@2
0.981
2C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.976
3SRR934750
brain-umap@2
0.976
4E9FC1686-028B-476C-B51B-4956213D874B
brain-umap@2
0.974
52D0A1BA3-EC1D-4B4F-A383-9353C0F4BE85
brain-umap@2
0.973
6DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.973
744B1F003-553A-4C8A-A6AE-44C49262081C
brain-umap@2
0.972
8795FBB8C-0E74-477F-AA27-1CE97A4E90B9
brain-umap@2
0.970
9A678E1E5-E02D-49A1-BB2B-C91A60E6382E
brain-umap@2
0.970
1059B8FDC4-299D-45B9-9AC1-526B7ED652CE
brain-umap@2
0.969

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_GAMMA_RESPONSE0.605Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.603Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.593Inavolisib— uncovered
ALLOGRAFT_REJECTION0.556Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.544Inavolisib— uncovered
ANGIOGENESIS0.532Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.530Inavolisib— uncovered
APOPTOSIS0.492Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.482Idelalisib— uncovered
G2M_CHECKPOINT0.458Inavolisib— uncovered
E2F_TARGETS0.452Inavolisib— uncovered
COMPLEMENT0.448Inavolisib— uncovered
IL2_STAT5_SIGNALING0.441Idelalisib— uncovered
MYC_TARGETS_V20.438Idelalisib— uncovered
TGF_BETA_SIGNALING0.413Inavolisib— uncovered
DNA_REPAIR0.405Idelalisib— uncovered
P53_PATHWAY0.401Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.395Idelalisib— uncovered
MITOTIC_SPINDLE0.367Inavolisib— uncovered
MTORC1_SIGNALING0.366Inavolisib— uncovered