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

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4ada8e54-c08b-5c77-bdc6-24484e15af5a

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

  • MYC_TARGETS_V2+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • ALLOGRAFT_REJECTION+0.300
  • APICAL_JUNCTION+0.300
  • CHOLESTEROL_HOMEOSTASIS+0.300
  • COAGULATION+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • INTERFERON_ALPHA_RESPONSE+0.300
  • INTERFERON_GAMMA_RESPONSE+0.300

Top 10 suppressed

  • ANDROGEN_RESPONSE-0.500
  • PROTEIN_SECRETION-0.400
  • UV_RESPONSE_DN-0.400
  • G2M_CHECKPOINT-0.300
  • MITOTIC_SPINDLE-0.300
  • TGF_BETA_SIGNALING-0.300
  • MYC_TARGETS_V1-0.200
  • E2F_TARGETS-0.100
  • HEME_METABOLISM-0.100
  • MTORC1_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1SJEPD001516_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.871
2d6b7de60-321d-4f6d-82e7-3d5e9598462c
colon-landscapes@1
0.858
3131e315e-6653-4199-b653-42b81644dad9
colon-landscapes@1
0.844
4SAMN03290885
melanoma-umap@29
0.844
5b83a1cf6-50a6-44fa-834d-8b3df88149fa
colon-landscapes@1
0.835
6MNG718
mng-umap@100
0.821
7SRR3147742
colon-landscapes@1
0.821
8b2b53efa-8a7b-4871-b6bb-6ebfb5cc0cea
colon-landscapes@1
0.820
9MDT-AP-2585
medullo-epn-umap@date-based
MedMedulloblastoma0.814
10fb24d93c-9681-4d45-801f-9dcfd8c5703e
melanoma-umap@29
0.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.400Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
COAGULATION0.300Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.300Idelalisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
UV_RESPONSE_UP0.300Idelalisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
COMPLEMENT0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered