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

9850FF42-592C-4406-A5B3-52109E0E4E70

4432428f-8473-5c74-8c24-8a35469e8835

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
117.31274638633377
age_years
59
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

  • MYC_TARGETS_V2+0.613
  • MYC_TARGETS_V1+0.530
  • G2M_CHECKPOINT+0.480
  • E2F_TARGETS+0.468
  • WNT_BETA_CATENIN_SIGNALING+0.441
  • DNA_REPAIR+0.381
  • TGF_BETA_SIGNALING+0.368
  • UNFOLDED_PROTEIN_RESPONSE+0.367
  • IL6_JAK_STAT3_SIGNALING+0.331
  • HEDGEHOG_SIGNALING+0.317

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.361
  • BILE_ACID_METABOLISM-0.197
  • MYOGENESIS-0.146
  • SPERMATOGENESIS-0.141
  • APICAL_SURFACE-0.131
  • FATTY_ACID_METABOLISM-0.099
  • PEROXISOME-0.084
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.057
  • ESTROGEN_RESPONSE_LATE-0.030
  • ESTROGEN_RESPONSE_EARLY-0.014

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
14BB9587B-88CB-4BD9-BE1D-2CDF61337579
brain-umap@2
0.909
26AF1465C-7A6C-4AAF-AFF2-3065EA5B7D0B
brain-umap@2
0.908
3SRR934981
brain-umap@2
0.898
4B27956E8-3374-4720-9F80-7CE6FE7C7690
brain-umap@2
0.896
57AA08B08-B1DD-47AB-A0F2-850F6DE95093
brain-umap@2
0.885
601169BCB-82ED-4492-9FD0-630CCEA70023
brain-umap@2
0.881
79CD6C527-4E98-427F-9770-7155A1C6CB70
brain-umap@2
0.875
863E967C4-863F-4253-ADFE-3CDC13B6187A
brain-umap@2
0.875
9SRR934869
brain-umap@2
0.873
10SRR934827
brain-umap@2
0.872

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.613Idelalisib— uncovered
MYC_TARGETS_V10.530Inavolisib— uncovered
G2M_CHECKPOINT0.480Inavolisib— uncovered
E2F_TARGETS0.468Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.441Inavolisib— uncovered
DNA_REPAIR0.381Idelalisib— uncovered
TGF_BETA_SIGNALING0.368Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.367Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.331Inavolisib— uncovered
HEDGEHOG_SIGNALING0.317Inavolisib— uncovered
NOTCH_SIGNALING0.317Inavolisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
APOPTOSIS0.273Idelalisib— uncovered
MITOTIC_SPINDLE0.268Inavolisib— uncovered
PROTEIN_SECRETION0.263Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.261Inavolisib— uncovered
ALLOGRAFT_REJECTION0.251Idelalisib— uncovered
COMPLEMENT0.206Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.203Idelalisib— uncovered
KRAS_SIGNALING_UP0.191Inavolisib— uncovered