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

01169BCB-82ED-4492-9FD0-630CCEA70023

f6b7f021-1263-5809-8ade-39749f18010c

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
15.341655716162943
age_years
28
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

  • G2M_CHECKPOINT+0.514
  • NOTCH_SIGNALING+0.511
  • PROTEIN_SECRETION+0.511
  • TGF_BETA_SIGNALING+0.511
  • E2F_TARGETS+0.470
  • MITOTIC_SPINDLE+0.463
  • ANGIOGENESIS+0.456
  • MYC_TARGETS_V2+0.421
  • MYC_TARGETS_V1+0.403
  • IL6_JAK_STAT3_SIGNALING+0.391

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.414
  • PANCREAS_BETA_CELLS-0.250
  • SPERMATOGENESIS-0.230
  • MYOGENESIS-0.133
  • APICAL_SURFACE-0.078
  • ESTROGEN_RESPONSE_LATE-0.041
  • BILE_ACID_METABOLISM-0.007
  • OXIDATIVE_PHOSPHORYLATION+0.021
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.031
  • COAGULATION+0.049

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
1DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.954
2SRR934840
brain-umap@2
0.948
3E6AA40DA-9AB7-478B-B46B-827F9AFE52D1
brain-umap@2
0.947
41A9B5D3A-CEB0-4225-9C3D-CBE98A007A3A
brain-umap@2
0.943
5F8F6611A-A71A-4847-92B2-15723B9ED0B8
brain-umap@2
0.940
6SRR934860
brain-umap@2
0.938
7D5191F3D-028E-401C-927E-483F6884BE39
brain-umap@2
0.937
8SRR934907
brain-umap@2
0.935
9SRR934861
brain-umap@2
0.933
10SRR934827
brain-umap@2
0.933

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
G2M_CHECKPOINT0.514Inavolisib— uncovered
NOTCH_SIGNALING0.511Inavolisib— uncovered
PROTEIN_SECRETION0.511Remibrutinib— uncovered
TGF_BETA_SIGNALING0.511Inavolisib— uncovered
E2F_TARGETS0.470Inavolisib— uncovered
MITOTIC_SPINDLE0.463Inavolisib— uncovered
ANGIOGENESIS0.456Remibrutinib— uncovered
MYC_TARGETS_V20.421Idelalisib— uncovered
MYC_TARGETS_V10.403Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.391Inavolisib— uncovered
UV_RESPONSE_DN0.369Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.364Inavolisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.359Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.338Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.337Inavolisib— uncovered
ANDROGEN_RESPONSE0.329Inavolisib— uncovered
COMPLEMENT0.327Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.318Idelalisib— uncovered