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

A84E45CA-971F-45D8-B7C7-E3562F2B51F3

0732fe9c-8a63-5df7-b40e-0bb90d12d1c3

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
50.82128777923784
age_years
34
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+0.589
  • E2F_TARGETS+0.580
  • MYC_TARGETS_V2+0.568
  • MYC_TARGETS_V1+0.541
  • DNA_REPAIR+0.437
  • MITOTIC_SPINDLE+0.425
  • UNFOLDED_PROTEIN_RESPONSE+0.373
  • TGF_BETA_SIGNALING+0.362
  • PROTEIN_SECRETION+0.361
  • WNT_BETA_CATENIN_SIGNALING+0.334

Top 10 suppressed

  • MYOGENESIS-0.409
  • KRAS_SIGNALING_DN-0.397
  • ANGIOGENESIS-0.242
  • IL6_JAK_STAT3_SIGNALING-0.232
  • HYPOXIA-0.224
  • COAGULATION-0.221
  • TNFA_SIGNALING_VIA_NFKB-0.216
  • INFLAMMATORY_RESPONSE-0.193
  • ESTROGEN_RESPONSE_LATE-0.191
  • XENOBIOTIC_METABOLISM-0.186

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
18BC036E8-0EA0-4346-A551-2A5F8975FEAB
brain-umap@2
0.952
2SRR934879
brain-umap@2
0.947
3SRR934724
brain-umap@2
0.937
4SRR934928
brain-umap@2
0.925
59F4AEC07-5C91-4009-BA26-E4947CAA3391
brain-umap@2
0.924
6SRR934990
brain-umap@2
0.919
7CBB97C4E-43C7-4257-A85E-1F72BA71EF91
brain-umap@2
0.916
80D600773-1B42-4F04-BCEA-39F658DF63F1
brain-umap@2
0.916
9A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.906
10C635C019-A66D-42B7-911C-4D0742CAF95A
brain-umap@2
0.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.589Inavolisib— uncovered
E2F_TARGETS0.580Inavolisib— uncovered
MYC_TARGETS_V20.568Idelalisib— uncovered
MYC_TARGETS_V10.541Inavolisib— uncovered
DNA_REPAIR0.437Idelalisib— uncovered
MITOTIC_SPINDLE0.425Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.373Idelalisib— uncovered
TGF_BETA_SIGNALING0.362Inavolisib— uncovered
PROTEIN_SECRETION0.361Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.334Inavolisib— uncovered
NOTCH_SIGNALING0.251Inavolisib— uncovered
MTORC1_SIGNALING0.247Inavolisib— uncovered
ANDROGEN_RESPONSE0.153Inavolisib— uncovered
UV_RESPONSE_DN0.133Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.103Inavolisib— uncovered
PEROXISOME0.103Idelalisib— uncovered
UV_RESPONSE_UP0.099Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.096Remibrutinib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.055Inavolisib— uncovered