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

3A5F200F-C6E0-487B-9C3D-BB32C65480E8

a67fdc58-f8e8-5894-826a-ad3e93724a22

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
2.9566360052562417
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

  • E2F_TARGETS+0.460
  • PANCREAS_BETA_CELLS+0.419
  • MYC_TARGETS_V2+0.374
  • G2M_CHECKPOINT+0.369
  • DNA_REPAIR+0.329
  • INTERFERON_ALPHA_RESPONSE+0.300
  • MYC_TARGETS_V1+0.291
  • WNT_BETA_CATENIN_SIGNALING+0.247
  • HEDGEHOG_SIGNALING+0.166
  • MITOTIC_SPINDLE+0.143

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.381
  • APICAL_JUNCTION-0.261
  • MYOGENESIS-0.238
  • HEME_METABOLISM-0.234
  • HYPOXIA-0.231
  • ANGIOGENESIS-0.227
  • COAGULATION-0.210
  • KRAS_SIGNALING_DN-0.207
  • ESTROGEN_RESPONSE_EARLY-0.200
  • ESTROGEN_RESPONSE_LATE-0.197

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1431EAB8C-D0B4-4440-A2B6-1D001B0026E2
brain-umap@2
0.845
274897E26-10A5-4484-A867-CE7C86DDB7E2
brain-umap@2
0.836
33E5F6B52-112E-4F87-B49C-061B9DFD1E2D
brain-umap@2
0.805
4BS_TGS109T3
brain-umap@2
high-grade glioma0.805
5293E6D35-8392-4C44-BC18-F917989516B0
brain-umap@2
0.801
6aMVAC.P_011_TURBT_S228
bladder-landscape@3
0.797
7BS_B1C6GZ84
brain-umap@2
Diffuse intrinsic pontine glioma0.795
8848C73F3-ABD7-47FD-BF70-FF29FBDF6F61
brain-umap@2
0.791
986379365-5FD2-4655-8B3C-B8E0EE25EE92
brain-umap@2
0.764
10SRR8518219
breast-umap@18
E0.760

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.460Inavolisib— uncovered
PANCREAS_BETA_CELLS0.419Cobimetinib— uncovered
MYC_TARGETS_V20.374Idelalisib— uncovered
G2M_CHECKPOINT0.369Inavolisib— uncovered
DNA_REPAIR0.329Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
MYC_TARGETS_V10.291Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.247Inavolisib— uncovered
HEDGEHOG_SIGNALING0.166Inavolisib— uncovered
MITOTIC_SPINDLE0.143Inavolisib— uncovered
NOTCH_SIGNALING0.139Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.104Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.071Remibrutinib— uncovered
P53_PATHWAY0.067Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.048Idelalisib— uncovered
PROTEIN_SECRETION0.042Remibrutinib— uncovered
MTORC1_SIGNALING0.029Inavolisib— uncovered
ALLOGRAFT_REJECTION0.028Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.011Remibrutinib— uncovered