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

825AC0F8-4D16-4109-AA6A-4648934E3C35

55ce1aa7-600f-5349-8f84-a777712fc53b

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
12.54927726675427
age_years
81
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+0.594
  • TNFA_SIGNALING_VIA_NFKB+0.572
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.570
  • MTORC1_SIGNALING+0.492
  • IL6_JAK_STAT3_SIGNALING+0.485
  • MYC_TARGETS_V1+0.484
  • APOPTOSIS+0.481
  • MYC_TARGETS_V2+0.478
  • TGF_BETA_SIGNALING+0.448
  • INTERFERON_GAMMA_RESPONSE+0.446

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.431
  • SPERMATOGENESIS-0.322
  • PANCREAS_BETA_CELLS-0.229
  • MYOGENESIS-0.072
  • BILE_ACID_METABOLISM-0.012
  • WNT_BETA_CATENIN_SIGNALING+0.000
  • ESTROGEN_RESPONSE_LATE+0.023
  • HEME_METABOLISM+0.038
  • APICAL_SURFACE+0.054
  • ESTROGEN_RESPONSE_EARLY+0.057

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
10E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.987
2CE7A3262-C48A-43BF-941C-9D2482B9CACD
brain-umap@2
0.985
3AA762299-102B-4E35-B4A5-A94A122EF9DB
brain-umap@2
0.984
49BFF7746-9003-4941-9590-0B813E00B326
brain-umap@2
0.984
5SRR934913
brain-umap@2
0.982
6DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.981
7F9EB85A8-8E6D-44C0-8C59-50B1DB4E652B
brain-umap@2
0.981
8D8A3D7E7-BDC0-42FF-B451-E25F472E8612
brain-umap@2
0.978
9SRR934965
brain-umap@2
0.978
1065F93AB7-AA99-49B5-8D59-7D0DE9CA9E34
brain-umap@2
0.975

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.594Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.572Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.570Inavolisib— uncovered
MTORC1_SIGNALING0.492Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.485Inavolisib— uncovered
MYC_TARGETS_V10.484Inavolisib— uncovered
APOPTOSIS0.481Idelalisib— uncovered
MYC_TARGETS_V20.478Idelalisib— uncovered
TGF_BETA_SIGNALING0.448Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.446Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.440Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.440Inavolisib— uncovered
HYPOXIA0.422Idelalisib— uncovered
DNA_REPAIR0.421Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.413Idelalisib— uncovered
E2F_TARGETS0.405Inavolisib— uncovered
GLYCOLYSIS0.393Inavolisib— uncovered
IL2_STAT5_SIGNALING0.387Idelalisib— uncovered
PROTEIN_SECRETION0.383Remibrutinib— uncovered
P53_PATHWAY0.376Idelalisib— uncovered