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

8914dcad-b703-4099-a5dd-edb9cedc104c

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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

  • ALLOGRAFT_REJECTION+0.600
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.600
  • IL6_JAK_STAT3_SIGNALING+0.600
  • INFLAMMATORY_RESPONSE+0.600
  • ANGIOGENESIS+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.500
  • TNFA_SIGNALING_VIA_NFKB+0.500
  • COMPLEMENT+0.400
  • IL2_STAT5_SIGNALING+0.400

Top 10 suppressed

  • MYC_TARGETS_V2-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • FATTY_ACID_METABOLISM-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.100
  • ESTROGEN_RESPONSE_EARLY-0.100
  • HEDGEHOG_SIGNALING-0.100
  • HEME_METABOLISM-0.100
  • MYC_TARGETS_V1-0.100
  • NOTCH_SIGNALING-0.100
  • PEROXISOME-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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_3J85TTZM
brain-umap@2
MPNST0.905
2c55bb20b-c929-42e2-be7f-8b1da7bee953
melanoma-umap@29
0.876
35a674268-79a8-4a30-a6db-a4fd0b83e208
melanoma-umap@29
0.869
4MBCProject_0734_T1K_RNA
breast-umap@18
C0.869
5BS_J1AB8PMA
medullo-epn-umap@date-based
MedMedulloblastoma0.864
6s0112287
melanoma-umap@29
0.862
7BS_HJRTC9JQ
brain-umap@2
high-grade glioma0.861
8ERR2208908
melanoma-umap@29
0.860
9TCGA-AN-A0XW-01A-11R-A109-07
breast-umap@18
C0.858
10BS_QH82PBMB
brain-umap@2
pilocytic astrocytoma0.858

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.600Idelalisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.500Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
APOPTOSIS0.300Idelalisib— uncovered
COAGULATION0.300Binimetinib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered