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

R108

42518f82-549f-5670-b889-9cd4633920ee

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
overall_survival_months
86
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.450
  • ANGIOGENESIS+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • CHOLESTEROL_HOMEOSTASIS+0.250
  • MYC_TARGETS_V1+0.250
  • NOTCH_SIGNALING+0.220
  • P53_PATHWAY+0.180
  • ESTROGEN_RESPONSE_EARLY+0.160
  • ESTROGEN_RESPONSE_LATE+0.160

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.530
  • ALLOGRAFT_REJECTION-0.330
  • INFLAMMATORY_RESPONSE-0.310
  • IL6_JAK_STAT3_SIGNALING-0.280
  • PROTEIN_SECRETION-0.280
  • COMPLEMENT-0.260
  • PI3K_AKT_MTOR_SIGNALING-0.230
  • MITOTIC_SPINDLE-0.210
  • HEME_METABOLISM-0.200

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
1SRR11296875
colon-landscapes@1
0.847
2aMVAC.P_013_TURBT_S232
bladder-landscape@3
0.822
3701e70ac-31d2-4e78-95e1-3fa2bb466e83
colon-landscapes@1
0.808
4TCGA-UY-A78M-01A-21R-A352-07
bladder-landscape@3
0.789
5R92
bladder-landscape@3
0.785
6add96e53-1114-4364-979b-641665d16629
melanoma-umap@29
0.773
7DRR168602
bladder-landscape@3
0.757
8SJEPD037_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.755
9124c158a-8435-4f81-b84e-89ccc4bb53f1
colon-landscapes@1
0.751
10TCGA-XF-AAMH-01A-11R-A42T-07
bladder-landscape@3
0.750

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.450Idelalisib— uncovered
ANGIOGENESIS0.310Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.250Remibrutinib— uncovered
MYC_TARGETS_V10.250Inavolisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
DNA_REPAIR0.140Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
COAGULATION0.080Binimetinib— uncovered
HEDGEHOG_SIGNALING0.080Inavolisib— uncovered
UV_RESPONSE_UP0.070Idelalisib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered