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

SAMN03290925

faadac0c-96b8-5005-bdca-5b13e759efcb

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+0.600
  • INTERFERON_ALPHA_RESPONSE+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • COMPLEMENT+0.400
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • PANCREAS_BETA_CELLS+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • KRAS_SIGNALING_DN+0.300
  • XENOBIOTIC_METABOLISM+0.300

Top 10 suppressed

  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MITOTIC_SPINDLE-0.500
  • MYC_TARGETS_V1-0.400
  • MYC_TARGETS_V2-0.400
  • TGF_BETA_SIGNALING-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • UV_RESPONSE_DN-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.400
  • ANDROGEN_RESPONSE-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-AC-A5XS-01A-11R-A29R-07
breast-umap@18
B0.905
2da7cbc0a-95dc-4303-a5dd-75857c066f3b
melanoma-umap@29
0.899
3f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.894
4d3be84d5-9dd7-4366-9aea-532dc76f19ba
melanoma-umap@29
0.890
5ERR2598268
medullo-epn-umap@date-based
fetalfetal0.883
6ERR2598328
medullo-epn-umap@date-based
fetalfetal0.876
7R238
bladder-landscape@3
0.873
8R13
bladder-landscape@3
0.871
9ERR2598280
medullo-epn-umap@date-based
fetalfetal0.869
10TCGA-E9-A5FK-01A-11R-A27Q-07
breast-umap@18
B0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
PANCREAS_BETA_CELLS0.400Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered