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

113D7756-712E-4EB4-9993-BBAF3C41AFEF

b0eb1fe8-a52d-5874-9d1f-ea79b86b02ac

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
5.059132720105125
age_years
57
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

  • ANGIOGENESIS+0.626
  • TNFA_SIGNALING_VIA_NFKB+0.594
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.589
  • IL6_JAK_STAT3_SIGNALING+0.584
  • INTERFERON_ALPHA_RESPONSE+0.584
  • INTERFERON_GAMMA_RESPONSE+0.557
  • HYPOXIA+0.494
  • MYC_TARGETS_V1+0.493
  • E2F_TARGETS+0.486
  • ALLOGRAFT_REJECTION+0.480

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.348
  • PANCREAS_BETA_CELLS-0.259
  • SPERMATOGENESIS-0.214
  • BILE_ACID_METABOLISM-0.140
  • MYOGENESIS-0.103
  • OXIDATIVE_PHOSPHORYLATION-0.030
  • HEDGEHOG_SIGNALING-0.005
  • ESTROGEN_RESPONSE_EARLY+0.078
  • APICAL_SURFACE+0.081
  • PEROXISOME+0.113

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
1E9FC1686-028B-476C-B51B-4956213D874B
brain-umap@2
0.987
2SRR934932
brain-umap@2
0.982
3SRR934903
brain-umap@2
0.980
4SRR934913
brain-umap@2
0.977
5SRR934750
brain-umap@2
0.977
64B93A447-E626-4040-9BA0-1EEAB3764C6B
brain-umap@2
0.976
7SRR934926
brain-umap@2
0.976
8C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.975
9F9EB85A8-8E6D-44C0-8C59-50B1DB4E652B
brain-umap@2
0.975
10SRR934782
brain-umap@2
0.974

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.626Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.594Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.589Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.584Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.584Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.557Idelalisib— uncovered
HYPOXIA0.494Idelalisib— uncovered
MYC_TARGETS_V10.493Inavolisib— uncovered
E2F_TARGETS0.486Inavolisib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
MYC_TARGETS_V20.480Idelalisib— uncovered
COAGULATION0.472Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
G2M_CHECKPOINT0.456Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.455Idelalisib— uncovered
APOPTOSIS0.450Idelalisib— uncovered
TGF_BETA_SIGNALING0.433Inavolisib— uncovered
MTORC1_SIGNALING0.431Inavolisib— uncovered
COMPLEMENT0.413Inavolisib— uncovered
IL2_STAT5_SIGNALING0.413Idelalisib— uncovered