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

R193

a4636024-c609-5a0c-858d-3264b0cb14a3

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

  • MITOTIC_SPINDLE+0.450
  • G2M_CHECKPOINT+0.400
  • INTERFERON_ALPHA_RESPONSE+0.380
  • MYC_TARGETS_V2+0.360
  • E2F_TARGETS+0.310
  • PROTEIN_SECRETION+0.310
  • MYC_TARGETS_V1+0.300
  • TGF_BETA_SIGNALING+0.240
  • UNFOLDED_PROTEIN_RESPONSE+0.240
  • DNA_REPAIR+0.220

Top 10 suppressed

  • ANGIOGENESIS-0.410
  • KRAS_SIGNALING_DN-0.380
  • HYPOXIA-0.330
  • MYOGENESIS-0.310
  • BILE_ACID_METABOLISM-0.290
  • ESTROGEN_RESPONSE_LATE-0.290
  • APICAL_SURFACE-0.280
  • COAGULATION-0.280
  • KRAS_SIGNALING_UP-0.280
  • XENOBIOTIC_METABOLISM-0.280

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
1SJEPD031236_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.839
2SRR934887
brain-umap@2
0.814
365567450-e04a-4251-9939-8d2545077236
melanoma-umap@29
0.806
4MNG861
mng-umap@100
0.802
5550c15f6-55cf-4928-bc62-bb28bc5672da
melanoma-umap@29
0.797
6MNG573
mng-umap@100
0.794
78B2B5542-3E54-4643-BB57-0BEFCF89A16B
brain-umap@2
0.793
8MNG274
mng-umap@100
0.784
9SRR8613807
breast-umap@18
E0.781
10MNG951
mng-umap@100
0.772

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.450Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
E2F_TARGETS0.310Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.220Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.170Inavolisib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
HEME_METABOLISM0.020Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.010Inavolisib— uncovered