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

6B8CAF74-45C6-4C20-8126-A99F73346198

1ed53f58-fab8-55e6-8091-fc6c637e6527

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
15.440210249671484
age_years
53
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+0.647
  • E2F_TARGETS+0.646
  • MYC_TARGETS_V1+0.645
  • MYC_TARGETS_V2+0.600
  • G2M_CHECKPOINT+0.578
  • INTERFERON_GAMMA_RESPONSE+0.551
  • TNFA_SIGNALING_VIA_NFKB+0.516
  • DNA_REPAIR+0.505
  • UNFOLDED_PROTEIN_RESPONSE+0.440
  • MTORC1_SIGNALING+0.439

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.301
  • MYOGENESIS-0.234
  • APICAL_SURFACE-0.175
  • SPERMATOGENESIS-0.151
  • HEDGEHOG_SIGNALING-0.085
  • BILE_ACID_METABOLISM-0.072
  • APICAL_JUNCTION-0.057
  • ESTROGEN_RESPONSE_LATE-0.007
  • ESTROGEN_RESPONSE_EARLY+0.001
  • HEME_METABOLISM+0.008

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
1EB8F7B74-694A-4F9F-9C0B-F04006033CA4
brain-umap@2
0.971
2C14BEAAE-A766-4ADE-A9B4-674D8717591F
brain-umap@2
0.965
393A7AA5D-FA07-470A-9FD3-306EA577D3C4
brain-umap@2
0.964
4812834CD-DA8F-4C0C-A49E-31D4A882D0E0
brain-umap@2
0.952
51B940F72-3C90-43C4-9267-185F21D10AC9
brain-umap@2
0.949
6D494D692-9EC2-429A-A0FE-696D2A152D4A
brain-umap@2
0.947
7BB96C5BA-CA50-40B4-B22A-3FCFE46AB11C
brain-umap@2
0.947
855E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.946
994640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.945
101B326CC6-3916-4D1D-A238-7B3C42F3E6C6
brain-umap@2
0.945

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.647Inavolisib— uncovered
E2F_TARGETS0.646Inavolisib— uncovered
MYC_TARGETS_V10.645Inavolisib— uncovered
MYC_TARGETS_V20.600Idelalisib— uncovered
G2M_CHECKPOINT0.578Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.551Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.516Inavolisib— uncovered
DNA_REPAIR0.505Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.440Idelalisib— uncovered
MTORC1_SIGNALING0.439Inavolisib— uncovered
APOPTOSIS0.389Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.378Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.374Inavolisib— uncovered
ALLOGRAFT_REJECTION0.343Idelalisib— uncovered
TGF_BETA_SIGNALING0.342Inavolisib— uncovered
UV_RESPONSE_UP0.326Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.317Inavolisib— uncovered
MITOTIC_SPINDLE0.294Inavolisib— uncovered
HYPOXIA0.280Idelalisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered