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

C3N-03063

· cohortA1

e91fa799-321d-5d14-96ab-970759c7822e

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
62.85284052

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+0.550
  • INTERFERON_ALPHA_RESPONSE+0.550
  • G2M_CHECKPOINT+0.510
  • INTERFERON_GAMMA_RESPONSE+0.480
  • MYC_TARGETS_V1+0.470
  • ALLOGRAFT_REJECTION+0.440
  • IL6_JAK_STAT3_SIGNALING+0.390
  • MYC_TARGETS_V2+0.350
  • INFLAMMATORY_RESPONSE+0.280
  • COMPLEMENT+0.270

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.340
  • CHOLESTEROL_HOMEOSTASIS-0.330
  • BILE_ACID_METABOLISM-0.270
  • MYOGENESIS-0.250
  • P53_PATHWAY-0.220
  • APICAL_SURFACE-0.210
  • ESTROGEN_RESPONSE_LATE-0.210
  • FATTY_ACID_METABOLISM-0.210
  • WNT_BETA_CATENIN_SIGNALING-0.210
  • HEME_METABOLISM-0.190

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
1C3N-02152
lung-landscapes@6
cohortA10.883
2BS_4QW2S1Q8
brain-umap@2
high-grade glioma0.881
3TCGA-E2-A1AZ-01A-11R-A12P-07
breast-umap@18
D0.868
4TCGA-ZF-AA58-01A-12R-A42T-07
bladder-landscape@3
0.836
5TCGA-AR-A1AR-01A-31R-A137-07
breast-umap@18
D0.832
6TCGA-FD-A3B6-01A-21R-A20F-07
bladder-landscape@3
0.829
79eec558d-cc8f-4816-80a5-b6aac4cbb94e
melanoma-umap@29
0.823
8TCGA-G2-A2EF-01A-12R-A18C-07
bladder-landscape@3
0.823
9TCGA-83-5908-01A-21R-2287-07
lung-landscapes@6
cohortA10.821
10TCGA-ZF-AA54-01A-11R-A39I-07
bladder-landscape@3
0.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.550Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
G2M_CHECKPOINT0.510Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.480Idelalisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
ALLOGRAFT_REJECTION0.440Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.390Inavolisib— uncovered
MYC_TARGETS_V20.350Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.280Idelalisib— uncovered
COMPLEMENT0.270Inavolisib— uncovered
KRAS_SIGNALING_UP0.270Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.220Remibrutinib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.180Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
TGF_BETA_SIGNALING0.140Inavolisib— uncovered