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

4A4E96B0-5AC6-4B7D-AB1C-F814C338589C

9c458005-f345-57b8-8527-0b6720f7d10e

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
39.7503285151117
age_years
32
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

  • NOTCH_SIGNALING+0.568
  • G2M_CHECKPOINT+0.423
  • TGF_BETA_SIGNALING+0.418
  • MITOTIC_SPINDLE+0.400
  • MYC_TARGETS_V1+0.388
  • PROTEIN_SECRETION+0.385
  • E2F_TARGETS+0.378
  • MYC_TARGETS_V2+0.354
  • WNT_BETA_CATENIN_SIGNALING+0.314
  • UNFOLDED_PROTEIN_RESPONSE+0.307

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.373
  • MYOGENESIS-0.307
  • COAGULATION-0.292
  • SPERMATOGENESIS-0.286
  • INFLAMMATORY_RESPONSE-0.261
  • INTERFERON_GAMMA_RESPONSE-0.258
  • ALLOGRAFT_REJECTION-0.256
  • INTERFERON_ALPHA_RESPONSE-0.241
  • PANCREAS_BETA_CELLS-0.221
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.205

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
17779D220-647F-4D6C-890B-022208B51F57
brain-umap@2
0.929
207463FB6-787C-4FAC-8954-C694EEF27F69
brain-umap@2
0.919
3SRR934724
brain-umap@2
0.912
41F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.907
5A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.907
64A2E75AE-A92F-4497-9253-64AC42CFA745
brain-umap@2
0.905
724F914FE-3DF0-4286-9231-9D525A777306
brain-umap@2
0.905
8B7B9B5C1-C11D-47B8-B2F8-A5660AB961C1
brain-umap@2
0.903
9SRR934789
brain-umap@2
0.901
10SRR934777
brain-umap@2
0.891

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.568Inavolisib— uncovered
G2M_CHECKPOINT0.423Inavolisib— uncovered
TGF_BETA_SIGNALING0.418Inavolisib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
MYC_TARGETS_V10.388Inavolisib— uncovered
PROTEIN_SECRETION0.385Remibrutinib— uncovered
E2F_TARGETS0.378Inavolisib— uncovered
MYC_TARGETS_V20.354Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.314Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.307Idelalisib— uncovered
HEDGEHOG_SIGNALING0.306Inavolisib— uncovered
UV_RESPONSE_DN0.256Inavolisib— uncovered
DNA_REPAIR0.217Idelalisib— uncovered
ANDROGEN_RESPONSE0.189Inavolisib— uncovered
ADIPOGENESIS0.169Inavolisib— uncovered
PEROXISOME0.080Idelalisib— uncovered
MTORC1_SIGNALING0.067Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.066Inavolisib— uncovered
GLYCOLYSIS0.058Inavolisib— uncovered
HEME_METABOLISM0.056Temsirolimus— uncovered