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

cc1c7e4b-89a0-4d94-b9e5-293c2eacadd9

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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

  • OXIDATIVE_PHOSPHORYLATION+0.500
  • MYC_TARGETS_V2+0.400
  • ADIPOGENESIS+0.300
  • DNA_REPAIR+0.200
  • FATTY_ACID_METABOLISM+0.200
  • PANCREAS_BETA_CELLS+0.200
  • SPERMATOGENESIS+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.100
  • E2F_TARGETS+0.100

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.600
  • INFLAMMATORY_RESPONSE-0.600
  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.600
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • KRAS_SIGNALING_UP-0.500
  • ANDROGEN_RESPONSE-0.400
  • ANGIOGENESIS-0.400
  • COMPLEMENT-0.400

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
1SRR25043617
head-neck@1
0.906
2TCGA-CV-6962-01A-11R-1915-07
head-neck@1
0.888
3a9e8b311-dfde-4c34-80a2-5e64f94c596b
melanoma-umap@29
0.887
463e18642-fcf3-460b-95de-de16428dea6d
melanoma-umap@29
0.887
520110070.TNBC
breast-umap@18
E0.878
685d43afd-9aac-48ca-a9c4-00357b7207e1
melanoma-umap@29
0.876
7SRR2669446
melanoma-umap@29
0.875
8TCGA-B6-A0IB-01A-11R-A034-07
breast-umap@18
B0.874
9SJEPD001539_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.867
10TCGA-CQ-6225-01A-11R-1915-07
head-neck@1
0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
E2F_TARGETS0.100Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered