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

R146

08f6dd7d-3c04-504c-8bb0-1cf1831c7f1b

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
52
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

  • PROTEIN_SECRETION+0.480
  • MYC_TARGETS_V1+0.370
  • ANDROGEN_RESPONSE+0.290
  • MTORC1_SIGNALING+0.220
  • UV_RESPONSE_DN+0.210
  • OXIDATIVE_PHOSPHORYLATION+0.150
  • GLYCOLYSIS+0.140
  • UNFOLDED_PROTEIN_RESPONSE+0.140
  • PANCREAS_BETA_CELLS+0.120
  • TGF_BETA_SIGNALING+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.360
  • IL6_JAK_STAT3_SIGNALING-0.300
  • INTERFERON_GAMMA_RESPONSE-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.290
  • MYOGENESIS-0.280
  • APICAL_JUNCTION-0.270
  • ESTROGEN_RESPONSE_EARLY-0.260
  • KRAS_SIGNALING_DN-0.260
  • P53_PATHWAY-0.260
  • INFLAMMATORY_RESPONSE-0.220

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R157
bladder-landscape@3
0.864
2MNG363
mng-umap@100
0.841
3BS_KYF0Q0E7
medullo-epn-umap@date-based
MedMedulloblastoma0.809
4SJEPD030795_D2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.805
5R169
bladder-landscape@3
0.802
6MNG730
mng-umap@100
0.800
7MNG775
mng-umap@100
0.798
8TCGA-BH-A204-01A-11R-A157-07
breast-umap@18
B0.790
9DRR168541
bladder-landscape@3
0.783
10R127
bladder-landscape@3
0.783

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.480Remibrutinib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
PANCREAS_BETA_CELLS0.120Cobimetinib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
HYPOXIA0.070Idelalisib— uncovered
KRAS_SIGNALING_UP0.070Inavolisib— uncovered
G2M_CHECKPOINT0.060Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
ANGIOGENESIS0.030Remibrutinib— uncovered
E2F_TARGETS0.030Inavolisib— uncovered
SPERMATOGENESIS0.020Inavolisib— uncovered
MYC_TARGETS_V20.010Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.010Inavolisib— uncovered