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
age_years
60

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • IL6_JAK_STAT3_SIGNALING+0.480
  • ANGIOGENESIS+0.450
  • INFLAMMATORY_RESPONSE+0.440
  • INTERFERON_GAMMA_RESPONSE+0.440
  • COMPLEMENT+0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • KRAS_SIGNALING_UP+0.410
  • PROTEIN_SECRETION+0.410
  • ALLOGRAFT_REJECTION+0.400
  • INTERFERON_ALPHA_RESPONSE+0.380

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.330
  • G2M_CHECKPOINT-0.280
  • MYC_TARGETS_V2-0.280
  • OXIDATIVE_PHOSPHORYLATION-0.260
  • E2F_TARGETS-0.250
  • NOTCH_SIGNALING-0.180
  • DNA_REPAIR-0.170
  • MITOTIC_SPINDLE-0.170
  • PANCREAS_BETA_CELLS-0.130
  • PEROXISOME-0.090

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
1a552cdf6.4113.4da4.8e5d.2f3d5555c74e
lung-landscapes@6
cohortMD20.901
2BS_QH82PBMB
brain-umap@2
pilocytic astrocytoma0.866
3BS_W3R88RFP
brain-umap@2
pilocytic astrocytoma0.863
4110682
medullo-epn-umap@date-based
EPNSupratentorial EPN0.859
5MBCProject_5809_T1_RNA
breast-umap@18
C0.852
6SRR6013590
lung-landscapes@6
cohortA10.845
7BS_52426AMF
brain-umap@2
low-grade glioma0.844
8BSR_15_0113_A1_S103
breast-umap@18
C0.844
9MBCProject_0734_T1K_RNA
breast-umap@18
C0.843
10SRR8526722
lung-landscapes@6
cohortMD20.840

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
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.440Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
COMPLEMENT0.430Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
COAGULATION0.340Binimetinib— uncovered
HYPOXIA0.310Idelalisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered