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

R101

723581e9-e0e2-50d6-9c8c-a7a80292208e

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.620
  • ALLOGRAFT_REJECTION+0.510
  • COAGULATION+0.480
  • IL6_JAK_STAT3_SIGNALING+0.460
  • ANGIOGENESIS+0.450
  • INFLAMMATORY_RESPONSE+0.440
  • INTERFERON_ALPHA_RESPONSE+0.440
  • INTERFERON_GAMMA_RESPONSE+0.430
  • APICAL_SURFACE+0.410
  • KRAS_SIGNALING_DN+0.400

Top 10 suppressed

  • PROTEIN_SECRETION-0.480
  • OXIDATIVE_PHOSPHORYLATION-0.440
  • MYC_TARGETS_V1-0.400
  • MITOTIC_SPINDLE-0.330
  • ANDROGEN_RESPONSE-0.320
  • UNFOLDED_PROTEIN_RESPONSE-0.310
  • FATTY_ACID_METABOLISM-0.300
  • DNA_REPAIR-0.270
  • G2M_CHECKPOINT-0.260
  • PI3K_AKT_MTOR_SIGNALING-0.250

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.

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

#SampleCancer typeSubtypecos similarity
1SJEPD029_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.946
2R426
bladder-landscape@3
0.928
3MDT-AP-1125
medullo-epn-umap@date-based
MedMedulloblastoma0.926
4MNG133
mng-umap@100
0.924
5SJEPD001535_R2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.924
6MNG1166
mng-umap@100
0.920
7BS_B0SVFK4P
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.916
8SRR818469
brain-umap@2
GTEX0.916
9BS_ZTWGFWTX
brain-umap@2
pilocytic astrocytoma0.914
10GSM5359443
bladder-landscape@3
0.912

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.620Inavolisib— uncovered
ALLOGRAFT_REJECTION0.510Idelalisib— uncovered
COAGULATION0.480Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.460Inavolisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.440Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.440Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.430Idelalisib— uncovered
APICAL_SURFACE0.410Temsirolimus— uncovered
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
MYOGENESIS0.390Inavolisib— uncovered
APICAL_JUNCTION0.360Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
APOPTOSIS0.170Idelalisib— uncovered