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

dc3154b7-6ae4-446a-8a80-91a86c57cefe

fc1c8816-5ce1-56e0-98d9-53b5fca930b0

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
  • COAGULATION+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • KRAS_SIGNALING_DN+0.300
  • MYOGENESIS+0.300
  • PANCREAS_BETA_CELLS+0.300
  • ANGIOGENESIS+0.200
  • APICAL_SURFACE+0.200
  • ESTROGEN_RESPONSE_LATE+0.200

Top 10 suppressed

  • PROTEIN_SECRETION-0.600
  • MITOTIC_SPINDLE-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.500
  • ANDROGEN_RESPONSE-0.400
  • MTORC1_SIGNALING-0.400
  • MYC_TARGETS_V1-0.400
  • TGF_BETA_SIGNALING-0.400
  • E2F_TARGETS-0.300
  • G2M_CHECKPOINT-0.300
  • MYC_TARGETS_V2-0.300

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.

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

#SampleCancer typeSubtypecos similarity
1SRR5088872
melanoma-umap@29
0.899
2SRR1472301
brain-umap@2
GTEX0.893
3TCGA-E9-A3X8-01A-31R-A22U-07
breast-umap@18
B0.889
47cebd572-2edd-4351-b59e-fb4417a46b9c
melanoma-umap@29
0.889
5SJEPD001535_R2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.887
6TCGA-FD-A43U-01A-11R-A23W-07
bladder-landscape@3
0.886
7TCGA-AO-A0J9-01A-11R-A034-07
breast-umap@18
A0.886
8SRR1468574
brain-umap@2
GTEX0.884
9SJEPD001523_R1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.880
10TCGA-AR-A2LJ-01A-12R-A19W-07
breast-umap@18
B0.877

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
COAGULATION0.300Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered