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

2c2c7f46-2271-42fb-9857-05de4bc0aee6

02a6a9ab-f2c3-57ec-8261-a89a6f86b4e7

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+0.500
  • MITOTIC_SPINDLE+0.500
  • G2M_CHECKPOINT+0.400
  • MYC_TARGETS_V1+0.400
  • MYC_TARGETS_V2+0.400
  • INTERFERON_ALPHA_RESPONSE+0.300
  • FATTY_ACID_METABOLISM+0.200
  • MTORC1_SIGNALING+0.200
  • NOTCH_SIGNALING+0.200
  • UV_RESPONSE_DN+0.200

Top 10 suppressed

  • ESTROGEN_RESPONSE_LATE-0.300
  • HYPOXIA-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • PANCREAS_BETA_CELLS-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • ESTROGEN_RESPONSE_EARLY-0.200
  • KRAS_SIGNALING_DN-0.200
  • APICAL_SURFACE-0.100
  • COAGULATION-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR934957
brain-umap@2
0.813
2d708a0d7-edda-46a8-b717-1b48c073c828
melanoma-umap@29
0.812
3SRR934919
brain-umap@2
0.791
4MDT-AP-3168
medullo-epn-umap@date-based
MedMedulloblastoma0.784
5SRR934751
brain-umap@2
0.784
6CBB97C4E-43C7-4257-A85E-1F72BA71EF91
brain-umap@2
0.775
7A84E45CA-971F-45D8-B7C7-E3562F2B51F3
brain-umap@2
0.769
8SRR934757
brain-umap@2
0.769
9SRR934887
brain-umap@2
0.768
10sclcF3905_S59.txt
lung-landscapes@6
cohortMD10.764

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
MITOTIC_SPINDLE0.500Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.100Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered