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

R288

3b088f10-a1e5-5141-8e3a-e877d27e1acc

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
89
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

  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.450
  • PROTEIN_SECRETION+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • SPERMATOGENESIS+0.240
  • FATTY_ACID_METABOLISM+0.230
  • MITOTIC_SPINDLE+0.150
  • MYC_TARGETS_V1+0.130
  • MTORC1_SIGNALING+0.110
  • ANDROGEN_RESPONSE+0.100

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.510
  • ANGIOGENESIS-0.490
  • TNFA_SIGNALING_VIA_NFKB-0.490
  • HYPOXIA-0.470
  • HEDGEHOG_SIGNALING-0.430
  • P53_PATHWAY-0.430
  • COAGULATION-0.420
  • IL6_JAK_STAT3_SIGNALING-0.420
  • MYOGENESIS-0.420

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R320
bladder-landscape@3
0.934
2R391
bladder-landscape@3
0.916
3TCGA-QK-A8ZA-01A-11R-A39I-07
head-neck@1
0.892
4R356
bladder-landscape@3
0.891
520040104.LumB
breast-umap@18
B0.891
6SRR1516065
bladder-landscape@3
0.889
7fd49c74b-2a85-46cd-aaa0-dbd2f1284947
colon-landscapes@1
0.878
8R150
bladder-landscape@3
0.878
9TCGA-CR-6472-01A-11R-1873-07
head-neck@1
0.877
10SRR12202430
bladder-landscape@3
0.876

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
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.150Inavolisib— uncovered
MYC_TARGETS_V10.130Inavolisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.080Cobimetinib— uncovered
PEROXISOME0.080Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.070Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
ADIPOGENESIS0.030Inavolisib— uncovered
BILE_ACID_METABOLISM0.030Inavolisib— uncovered
DNA_REPAIR0.030Idelalisib— uncovered