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

39927c92-75d7-424c-9bcd-63def0075a1d

32afbe28-311b-5eae-ae27-b3e1bb8b5974

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

  • INTERFERON_ALPHA_RESPONSE+0.700
  • INTERFERON_GAMMA_RESPONSE+0.600
  • IL6_JAK_STAT3_SIGNALING+0.500
  • ALLOGRAFT_REJECTION+0.400
  • COMPLEMENT+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • TNFA_SIGNALING_VIA_NFKB+0.300
  • APICAL_SURFACE+0.200
  • APOPTOSIS+0.200
  • COAGULATION+0.200

Top 10 suppressed

  • MYC_TARGETS_V2-0.600
  • E2F_TARGETS-0.500
  • MYC_TARGETS_V1-0.500
  • G2M_CHECKPOINT-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • MITOTIC_SPINDLE-0.300
  • MTORC1_SIGNALING-0.300
  • PROTEIN_SECRETION-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • WNT_BETA_CATENIN_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1e5b29c06-2ed0-4913-bf24-5bfde047defc
melanoma-umap@29
0.906
2d24acd56-d148-487c-8d44-b303a68eb9d2
melanoma-umap@29
0.905
3TCGA-55-8208-01A-11R-2241-07
lung-landscapes@6
cohortMD20.892
494b2af92-0cfc-40b2-977d-6bd0fa4440d9
melanoma-umap@29
0.887
5TCGA-86-8671-01A-11R-2403-07
lung-landscapes@6
cohortMD20.883
698e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.879
7TCGA-D8-A73U-01A-11R-A33J-07
breast-umap@18
D0.876
8SRR8613709
breast-umap@18
A0.876
9TCGA-L9-A444-01A-21R-A24H-07
lung-landscapes@6
cohortA10.875
10SRR1430248
brain-umap@2
GTEX0.873

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.700Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
APOPTOSIS0.200Idelalisib— uncovered
COAGULATION0.200Binimetinib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered