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

A1203AFB-95EC-4EAF-9290-BDB74432403C

c88e8bde-19d3-5db9-b046-a9d9e7b43855

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
8.180026281208935
age_years
43
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

  • CHOLESTEROL_HOMEOSTASIS+0.406
  • NOTCH_SIGNALING+0.393
  • INTERFERON_ALPHA_RESPONSE+0.345
  • MITOTIC_SPINDLE+0.342
  • PROTEIN_SECRETION+0.324
  • WNT_BETA_CATENIN_SIGNALING+0.302
  • ANDROGEN_RESPONSE+0.250
  • HEDGEHOG_SIGNALING+0.230
  • DNA_REPAIR+0.222
  • MYC_TARGETS_V2+0.219

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.398
  • KRAS_SIGNALING_DN-0.262
  • SPERMATOGENESIS-0.255
  • ALLOGRAFT_REJECTION-0.232
  • TNFA_SIGNALING_VIA_NFKB-0.207
  • IL6_JAK_STAT3_SIGNALING-0.198
  • INFLAMMATORY_RESPONSE-0.191
  • ANGIOGENESIS-0.181
  • MYOGENESIS-0.160
  • COAGULATION-0.149

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
1221384A6-059C-4731-9BD0-68EC9CA5651D
brain-umap@2
0.887
27CE18C10-61E6-45FA-B9AF-408CD673C0C9
brain-umap@2
0.860
321D48ADE-2798-4380-999A-9485A70E7D2A
brain-umap@2
0.853
48441B707-EC45-4A38-8B83-99B8D83CCF8B
brain-umap@2
0.847
50093DCB6-A7C8-4841-8383-0671A71DDA71
brain-umap@2
0.845
6C6ACBA34-164B-419D-9C2B-ED2DC3C68FDD
brain-umap@2
0.842
753426017-24F2-4348-BEE1-05E80B6A0E6B
brain-umap@2
0.839
8SRR934799
brain-umap@2
0.835
9111625A4-390B-4D8C-BF80-020062CE9D89
brain-umap@2
0.828
104992152D-1D3D-4156-9D80-1B6810AAE78F
brain-umap@2
0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.406Remibrutinib— uncovered
NOTCH_SIGNALING0.393Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.345Inavolisib— uncovered
MITOTIC_SPINDLE0.342Inavolisib— uncovered
PROTEIN_SECRETION0.324Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.302Inavolisib— uncovered
ANDROGEN_RESPONSE0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
DNA_REPAIR0.222Idelalisib— uncovered
MYC_TARGETS_V20.219Idelalisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
BILE_ACID_METABOLISM0.159Inavolisib— uncovered
UV_RESPONSE_DN0.145Inavolisib— uncovered
MTORC1_SIGNALING0.141Inavolisib— uncovered
ADIPOGENESIS0.136Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.136Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
P53_PATHWAY0.121Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.116Idelalisib— uncovered