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

22289933-9224-46e9-a9c4-f0b6f1947490

a4911b64-8984-5ebb-8d36-2679cb430f76

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • MITOTIC_SPINDLE+0.400
  • E2F_TARGETS+0.300
  • G2M_CHECKPOINT+0.300
  • PANCREAS_BETA_CELLS+0.300
  • PROTEIN_SECRETION+0.300
  • DNA_REPAIR+0.200
  • NOTCH_SIGNALING+0.200
  • PI3K_AKT_MTOR_SIGNALING+0.200
  • ADIPOGENESIS+0.100
  • CHOLESTEROL_HOMEOSTASIS+0.100

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • ANGIOGENESIS-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • APICAL_SURFACE-0.300
  • COMPLEMENT-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • IL6_JAK_STAT3_SIGNALING-0.300
  • INTERFERON_ALPHA_RESPONSE-0.300
  • KRAS_SIGNALING_UP-0.300

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1sclc2008_S40.txt
lung-landscapes@6
cohortSC0.867
2ERR2598229
medullo-epn-umap@date-based
fetalfetal0.828
3236350e9-8964-42ae-8880-d2f2281ff993
melanoma-umap@29
0.825
4ERR2598102
medullo-epn-umap@date-based
fetalfetal0.823
5MDT-AP-0540
medullo-epn-umap@date-based
MedMedulloblastoma0.820
6MDT-AP-3307
medullo-epn-umap@date-based
MedMedulloblastoma0.820
7MDT-AP-0155
medullo-epn-umap@date-based
MedMedulloblastoma0.820
8fd3ce752-3456-4aaf-bede-9cf5f0771b9d
melanoma-umap@29
0.817
9TCGA-E2-A15T-01A-11R-A115-07
breast-umap@18
B0.817
10ERR2598198
medullo-epn-umap@date-based
fetalfetal0.816

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.400Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
MYC_TARGETS_V20.100Idelalisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered