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

R148

5be77460-b2a9-5b90-980c-7bb86920a01c

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
109
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

  • OXIDATIVE_PHOSPHORYLATION+0.370
  • MYC_TARGETS_V1+0.340
  • PANCREAS_BETA_CELLS+0.330
  • PROTEIN_SECRETION+0.330
  • ANDROGEN_RESPONSE+0.310
  • UV_RESPONSE_DN+0.240
  • XENOBIOTIC_METABOLISM+0.220
  • ESTROGEN_RESPONSE_LATE+0.200
  • TGF_BETA_SIGNALING+0.200
  • ADIPOGENESIS+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.450
  • IL6_JAK_STAT3_SIGNALING-0.340
  • MITOTIC_SPINDLE-0.250
  • MYOGENESIS-0.250
  • ALLOGRAFT_REJECTION-0.230
  • APICAL_JUNCTION-0.180
  • DNA_REPAIR-0.180
  • KRAS_SIGNALING_DN-0.170
  • COMPLEMENT-0.160

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
1TCGA-BH-A1EN-01A-11R-A13Q-07
breast-umap@18
C0.806
2SRR10899980
melanoma-umap@29
0.785
3C3L-01632
lung-landscapes@6
cohortA40.739
40177d00d-7d3f-43c8-8d0f-e6333e73efa4
colon-landscapes@1
0.737
5BS_TBWYAFSM
medullo-epn-umap@date-based
EPNEPN Tumor0.731
6R72
bladder-landscape@3
0.715
74ea93d27-97e3-40bd-8734-d026e48fbbe4
melanoma-umap@29
0.708
8BS_TBWYAFSM
brain-umap@2
Spinal Cord Ependymoma0.707
9DRR168541
bladder-landscape@3
0.704
10SRR8518238
breast-umap@18
C0.699

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.370Remibrutinib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
PANCREAS_BETA_CELLS0.330Cobimetinib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
ADIPOGENESIS0.170Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
MYC_TARGETS_V20.150Idelalisib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.130Remibrutinib— uncovered
MTORC1_SIGNALING0.130Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
PEROXISOME0.100Idelalisib— uncovered