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

R105

2da68758-d235-5399-80f7-5480873532e1

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
6
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+0.400
  • MYC_TARGETS_V1+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • G2M_CHECKPOINT+0.350
  • MYC_TARGETS_V2+0.240
  • SPERMATOGENESIS+0.220
  • FATTY_ACID_METABOLISM+0.190
  • UNFOLDED_PROTEIN_RESPONSE+0.190
  • ALLOGRAFT_REJECTION+0.180
  • ANDROGEN_RESPONSE+0.150

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • P53_PATHWAY-0.370
  • TGF_BETA_SIGNALING-0.360
  • APICAL_JUNCTION-0.340
  • MYOGENESIS-0.340
  • PI3K_AKT_MTOR_SIGNALING-0.310
  • HYPOXIA-0.300
  • ANGIOGENESIS-0.280
  • APOPTOSIS-0.270

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
1TCGA-44-3917-01A-01R-A278-07
lung-landscapes@6
cohortMD20.801
2TCGA-E7-A85H-01A-11R-A352-07
bladder-landscape@3
0.794
3SRR11296797
colon-landscapes@1
0.793
498e3beb5-bff2-4c4e-b492-c4ed7dda9d9c
melanoma-umap@29
0.789
5TCGA-69-8255-01A-11R-2287-07
lung-landscapes@6
cohortA40.786
6SRR11296733
colon-landscapes@1
0.776
7c94686d5.355c.432f.bc98.ccdd30a209de
lung-landscapes@6
cohortA40.773
8TCGA-22-4613-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.773
9TCGA-CV-6948-01A-11R-1915-07
head-neck@1
0.772
10SRR8518141
breast-umap@18
E0.765

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_TARGETS0.400Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
G2M_CHECKPOINT0.350Inavolisib— uncovered
MYC_TARGETS_V20.240Idelalisib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
ALLOGRAFT_REJECTION0.180Idelalisib— uncovered
ANDROGEN_RESPONSE0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
MTORC1_SIGNALING0.020Inavolisib— uncovered
KRAS_SIGNALING_UP0.010Inavolisib— uncovered