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

C3N-01415

· cohortA1

7760d4a6-13c6-5951-bfac-fc2cfea45200

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
cohortA1
subtype
cohortA1
age_years
71.20602327

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.410
  • PROTEIN_SECRETION+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.290
  • INTERFERON_GAMMA_RESPONSE+0.280
  • GLYCOLYSIS+0.230
  • MTORC1_SIGNALING+0.180
  • FATTY_ACID_METABOLISM+0.170
  • ADIPOGENESIS+0.140
  • COAGULATION+0.140
  • SPERMATOGENESIS+0.140

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.360
  • TGF_BETA_SIGNALING-0.350
  • TNFA_SIGNALING_VIA_NFKB-0.330
  • MITOTIC_SPINDLE-0.280
  • UV_RESPONSE_DN-0.240
  • G2M_CHECKPOINT-0.210
  • HYPOXIA-0.210
  • HEDGEHOG_SIGNALING-0.200
  • P53_PATHWAY-0.180
  • IL2_STAT5_SIGNALING-0.160

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-75-5147-01A-01R-1628-07
lung-landscapes@6
cohortA10.770
2AUR-AFUK-TTM1-A-1-0-R-A743-41
breast-umap@18
B0.741
345a2676b-25ba-41b0-9e55-08c6eb3a8f2f
colon-landscapes@1
0.727
4X7c156f05.aaca.4c79.bdb2.94044d5422e8
lung-landscapes@6
cohortA10.724
5SRR10899988
melanoma-umap@29
0.722
6TCGA-55-1596-01A-01R-0946-07
lung-landscapes@6
cohortA40.696
7TCGA-73-7499-01A-11R-2187-07
lung-landscapes@6
cohortA10.693
8SRR12696790
melanoma-umap@29
0.691
9TCGA-50-6594-01A-11R-1755-07
lung-landscapes@6
cohortA10.678
10MNG85
mng-umap@100
0.673

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.410Inavolisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
COAGULATION0.140Binimetinib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.130Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
PANCREAS_BETA_CELLS0.120Cobimetinib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
ANGIOGENESIS0.070Remibrutinib— uncovered
COMPLEMENT0.060Inavolisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
E2F_TARGETS0.050Inavolisib— uncovered