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

C3N-00547

· cohortA3

5b4418e0-b940-54e9-9d07-4f09310fefda

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
cohortA3
subtype
cohortA3
age_years
60.78576318

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+0.350
  • KRAS_SIGNALING_DN+0.240
  • ESTROGEN_RESPONSE_LATE+0.210
  • ESTROGEN_RESPONSE_EARLY+0.200
  • PANCREAS_BETA_CELLS+0.200
  • NOTCH_SIGNALING+0.190
  • ANGIOGENESIS+0.170
  • MYOGENESIS+0.170
  • TGF_BETA_SIGNALING+0.150
  • INTERFERON_GAMMA_RESPONSE+0.110

Top 10 suppressed

  • MYC_TARGETS_V1-0.500
  • PROTEIN_SECRETION-0.380
  • ALLOGRAFT_REJECTION-0.360
  • DNA_REPAIR-0.330
  • E2F_TARGETS-0.290
  • OXIDATIVE_PHOSPHORYLATION-0.280
  • MTORC1_SIGNALING-0.260
  • KRAS_SIGNALING_UP-0.250
  • IL6_JAK_STAT3_SIGNALING-0.220
  • ADIPOGENESIS-0.210

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8613702
breast-umap@18
C0.771
2BS_NNPEC7W1
brain-umap@2
high-grade glioma0.767
3SRR25617906
breast-umap@18
B0.758
4ERR4976607
breast-umap@18
B0.746
5TCGA-55-8507-01A-11R-2403-07
lung-landscapes@6
cohortA30.733
6ERR4976623
breast-umap@18
B0.729
7TCGA-49-AARN-01A-21R-A41B-07
lung-landscapes@6
cohortA10.728
8SRR1378155
brain-umap@2
GTEX0.720
9MDT-AP-0760
medullo-epn-umap@date-based
MedMedulloblastoma0.715
10SRR1489779
brain-umap@2
GTEX0.714

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
KRAS_SIGNALING_DN0.240Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.210Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.110Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.090Inavolisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.050Remibrutinib— uncovered
COAGULATION0.050Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.030Inavolisib— uncovered