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

76987B28-B56B-4A1F-B77C-1E08B8EFEF90

0e3baf1b-cf26-5d85-ba45-04cc056e789c

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
30.650459921156372
age_years
45
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

  • INTERFERON_ALPHA_RESPONSE+0.502
  • WNT_BETA_CATENIN_SIGNALING+0.418
  • INTERFERON_GAMMA_RESPONSE+0.373
  • CHOLESTEROL_HOMEOSTASIS+0.355
  • MTORC1_SIGNALING+0.308
  • UNFOLDED_PROTEIN_RESPONSE+0.306
  • MYC_TARGETS_V1+0.301
  • HEDGEHOG_SIGNALING+0.300
  • MYC_TARGETS_V2+0.293
  • DNA_REPAIR+0.271

Top 10 suppressed

  • ANGIOGENESIS-0.305
  • KRAS_SIGNALING_DN-0.258
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.237
  • COAGULATION-0.234
  • MYOGENESIS-0.220
  • APICAL_SURFACE-0.125
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.119
  • APICAL_JUNCTION-0.118
  • SPERMATOGENESIS-0.092
  • BILE_ACID_METABOLISM-0.072

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
1E16AD7E1-29DA-4B8F-8B12-A8A6BBAA9174
brain-umap@2
0.875
2C81B24AB-2DBA-4624-A1D4-D4DCAC714506
brain-umap@2
0.872
337DF227E-8B22-4757-A65C-87C6F28F87D4
brain-umap@2
0.871
4SRR934819
brain-umap@2
0.863
57E7AAFFD-6EEB-4357-88AD-9EB12BB78602
brain-umap@2
0.844
646AD8592-A823-48DA-AB51-3CEC34F53E04
brain-umap@2
0.833
7D837BDD1-8786-4548-8D5F-8506AECF2006
brain-umap@2
0.833
8C6ACBA34-164B-419D-9C2B-ED2DC3C68FDD
brain-umap@2
0.830
97E9D6B6D-3276-4240-B5C5-F3F982076358
brain-umap@2
0.830
10SRR934756
brain-umap@2
0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.502Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.418Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.373Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.355Remibrutinib— uncovered
MTORC1_SIGNALING0.308Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.306Idelalisib— uncovered
MYC_TARGETS_V10.301Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V20.293Idelalisib— uncovered
DNA_REPAIR0.271Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.269Remibrutinib— uncovered
G2M_CHECKPOINT0.238Inavolisib— uncovered
ANDROGEN_RESPONSE0.232Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.222Inavolisib— uncovered
TGF_BETA_SIGNALING0.221Inavolisib— uncovered
NOTCH_SIGNALING0.207Inavolisib— uncovered
PANCREAS_BETA_CELLS0.202Cobimetinib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
E2F_TARGETS0.195Inavolisib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered