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

s0122170

d783a680-5f4d-54d0-b7dc-437cee813e5b

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+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • PROTEIN_SECRETION+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • ALLOGRAFT_REJECTION+0.300
  • MTORC1_SIGNALING+0.300
  • MYC_TARGETS_V1+0.300
  • MYC_TARGETS_V2+0.300
  • APICAL_SURFACE+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.400
  • ANGIOGENESIS-0.200
  • HEDGEHOG_SIGNALING-0.200
  • NOTCH_SIGNALING-0.200
  • UV_RESPONSE_DN-0.200
  • APICAL_JUNCTION-0.100
  • BILE_ACID_METABOLISM-0.100
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.100
  • HYPOXIA-0.100
  • MYOGENESIS-0.100

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
1SRR12696807
melanoma-umap@29
0.843
2TCGA-AR-A0TW-01A-11R-A084-07
breast-umap@18
B0.809
3C3N-03764
lung-landscapes@6
cohortA10.805
4TCGA-A8-A09I-01A-22R-A034-07
breast-umap@18
C0.804
5ERR2208906
melanoma-umap@29
0.801
6c340b651-bd01-4194-a67b-e801d0feeb2b
colon-landscapes@1
0.793
7TCGA-CV-6938-01A-11R-1915-07
head-neck@1
0.791
8BS_GJNCYABP
brain-umap@2
ATRT0.787
9TCGA-A8-A08P-01A-11R-A00Z-07
breast-umap@18
C0.784
10TCGA-A2-A0SW-01A-11R-A084-07
breast-umap@18
C0.783

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered