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

s0122145

1de9e60f-9e9a-591b-af6e-314ff8acfa16

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+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.500
  • IL6_JAK_STAT3_SIGNALING+0.400
  • APOPTOSIS+0.100
  • COMPLEMENT+0.100
  • HEME_METABOLISM+0.100
  • IL2_STAT5_SIGNALING+0.100
  • INFLAMMATORY_RESPONSE+0.100
  • KRAS_SIGNALING_DN+0.100

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • ANGIOGENESIS-0.400
  • PROTEIN_SECRETION-0.400
  • TGF_BETA_SIGNALING-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • HEDGEHOG_SIGNALING-0.300
  • MTORC1_SIGNALING-0.300
  • MYC_TARGETS_V1-0.300
  • MYC_TARGETS_V2-0.300
  • NOTCH_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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-GM-A2DO-01A-11R-A18M-07
breast-umap@18
D0.913
2TCGA-AO-A0JC-01A-11R-A056-07
breast-umap@18
D0.893
3b03d2223-38c1-4bb3-be8b-27db05f87b66
melanoma-umap@29
0.876
4ERR2208913
melanoma-umap@29
0.869
5AUR-AF95-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.859
6s0095135
melanoma-umap@29
0.854
7TCGA-4Z-AA7Q-01A-11R-A39I-07
bladder-landscape@3
0.854
8ERR4976617
breast-umap@18
D0.848
9SRR25043622
head-neck@1
0.846
10TCGA-S3-AA17-01A-11R-A41B-07
breast-umap@18
D0.840

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered