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

02aa4891-0590-4a2f-bbd1-da2c88cc1508

e91956a3-472f-512b-a96a-c5e08f199a70

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

  • ALLOGRAFT_REJECTION+0.400
  • E2F_TARGETS+0.400
  • G2M_CHECKPOINT+0.400
  • IL6_JAK_STAT3_SIGNALING+0.400
  • MITOTIC_SPINDLE+0.300
  • NOTCH_SIGNALING+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • ANDROGEN_RESPONSE+0.200
  • INTERFERON_GAMMA_RESPONSE+0.200
  • MYC_TARGETS_V1+0.200

Top 10 suppressed

  • ESTROGEN_RESPONSE_LATE-0.300
  • HYPOXIA-0.300
  • MYOGENESIS-0.300
  • ADIPOGENESIS-0.200
  • APICAL_JUNCTION-0.200
  • APICAL_SURFACE-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • COAGULATION-0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.200
  • ESTROGEN_RESPONSE_EARLY-0.200

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1d708a0d7-edda-46a8-b717-1b48c073c828
melanoma-umap@29
0.791
2TCGA-D8-A1Y0-01A-11R-A14M-07
breast-umap@18
A0.780
3AUR-AFEA-TTM6-A-1-0-R-A741-41
breast-umap@18
D0.766
4MDT-AP-3043
medullo-epn-umap@date-based
MedMedulloblastoma0.764
5SRR934919
brain-umap@2
0.731
6MDT-AP-3248
medullo-epn-umap@date-based
MedMedulloblastoma0.729
7SRR934808
brain-umap@2
0.729
8AUR-AE6Y-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.723
9TCGA-BL-A13I-01B-04R-A277-07
bladder-landscape@3
0.720
10E35A6AA5-331F-489B-8CE1-9D0BC4CDE119
brain-umap@2
0.714

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
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered