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

s0094236

137ad3f1-de23-55f8-87d2-98c862f679a4

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

  • E2F_TARGETS+0.600
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V1+0.400
  • MYC_TARGETS_V2+0.400
  • DNA_REPAIR+0.300
  • MITOTIC_SPINDLE+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • FATTY_ACID_METABOLISM+0.200
  • MTORC1_SIGNALING+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • ANGIOGENESIS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • IL2_STAT5_SIGNALING-0.300
  • KRAS_SIGNALING_UP-0.300
  • PANCREAS_BETA_CELLS-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
1ERR2208894
melanoma-umap@29
0.927
2TCGA-46-3768-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.925
3TCGA-AN-A0AK-01A-21R-A00Z-07
breast-umap@18
C0.912
4SRR5088859
melanoma-umap@29
0.912
51764b9ab-4f37-47c5-8225-40c574433f40
colon-landscapes@1
0.905
6TCGA-94-7557-01A-11R-2125-07
lung-landscapes@6
cohortMD10.902
7TCGA-DQ-7588-01A-11R-2081-07
head-neck@1
0.901
8TCGA-85-8070-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.901
9e235012b-4b29-478a-abad-6a70cd949cfa
colon-landscapes@1
0.899
10TCGA-77-8143-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.897

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
E2F_TARGETS0.600Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered