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

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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

  • GLYCOLYSIS+0.400
  • MYC_TARGETS_V2+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • ADIPOGENESIS+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • HEME_METABOLISM+0.200
  • HYPOXIA+0.200
  • MTORC1_SIGNALING+0.200
  • PI3K_AKT_MTOR_SIGNALING+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.600
  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.600
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • COAGULATION-0.300
  • COMPLEMENT-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • KRAS_SIGNALING_UP-0.300
  • ANDROGEN_RESPONSE-0.200

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8613749
breast-umap@18
C0.889
2TCGA-CV-7253-01A-11R-2016-07
head-neck@1
0.856
3TCGA-CV-6962-01A-11R-1915-07
head-neck@1
0.855
4s0112311
melanoma-umap@29
0.828
5TCGA-77-6845-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.823
6MDT-AP-0580
medullo-epn-umap@date-based
MedMedulloblastoma0.820
7TCGA-77-6843-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.818
8TCGA-UF-A71E-01A-31R-A34R-07
head-neck@1
0.817
9TCGA-NK-A5CR-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.815
10MDT-AP-0439
medullo-epn-umap@date-based
MedMedulloblastoma0.815

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
GLYCOLYSIS0.400Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
HYPOXIA0.200Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
G2M_CHECKPOINT0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered