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

A548DB97-6D28-4DEA-8334-201093A67B1E

d88c2f74-c3f5-5e72-9dea-e5912066096c

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
65.34165571616295
age_years
41
sex
Female

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+0.473
  • HEDGEHOG_SIGNALING+0.449
  • PANCREAS_BETA_CELLS+0.383
  • WNT_BETA_CATENIN_SIGNALING+0.355
  • G2M_CHECKPOINT+0.246
  • MITOTIC_SPINDLE+0.243
  • MYC_TARGETS_V2+0.167
  • APICAL_SURFACE+0.122
  • E2F_TARGETS+0.087
  • TGF_BETA_SIGNALING+0.083

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.482
  • OXIDATIVE_PHOSPHORYLATION-0.432
  • IL6_JAK_STAT3_SIGNALING-0.395
  • ANGIOGENESIS-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.381
  • INTERFERON_GAMMA_RESPONSE-0.373
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.329
  • INFLAMMATORY_RESPONSE-0.317
  • IL2_STAT5_SIGNALING-0.312
  • MYOGENESIS-0.312

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-56-8083-01A-11R-2247-07
lung-landscapes@6
cohortMD10.861
2ERR2598237
medullo-epn-umap@date-based
fetalfetal0.860
30D8C7EC1-9BFB-44A1-8AF8-05D2A6BBE0F9
brain-umap@2
0.842
4A19ADC4B-C7E3-4855-9B59-009865D4FBF0
brain-umap@2
0.835
56819D9DA-FE18-4584-8AF6-E53DD894852E
brain-umap@2
0.831
62c76906f-57a5-42b2-aa73-544814ea4657
melanoma-umap@29
0.830
7167869B6-9620-445E-BA77-B6F95A6463F5
brain-umap@2
0.828
8SRR934858
brain-umap@2
0.819
9SRR8752373
head-neck@1
0.808
102e15a781-21c1-421b-9e92-6d2d414e0d14
colon-landscapes@1
0.808

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.473Inavolisib— uncovered
HEDGEHOG_SIGNALING0.449Inavolisib— uncovered
PANCREAS_BETA_CELLS0.383Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.355Inavolisib— uncovered
G2M_CHECKPOINT0.246Inavolisib— uncovered
MITOTIC_SPINDLE0.243Inavolisib— uncovered
MYC_TARGETS_V20.167Idelalisib— uncovered
APICAL_SURFACE0.122Temsirolimus— uncovered
E2F_TARGETS0.087Inavolisib— uncovered
TGF_BETA_SIGNALING0.083Inavolisib— uncovered
UV_RESPONSE_DN0.071Inavolisib— uncovered
SPERMATOGENESIS0.068Inavolisib— uncovered
KRAS_SIGNALING_DN0.046Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.017Inavolisib— uncovered