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

C3N-03222

· cohortA4

8b6276f9-1048-56cc-8a9f-0646ff5edc49

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
cohortA4
subtype
cohortA4
age_years
72.90896646

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+0.320
  • G2M_CHECKPOINT+0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.220
  • HYPOXIA+0.220
  • ESTROGEN_RESPONSE_EARLY+0.210
  • SPERMATOGENESIS+0.210
  • MITOTIC_SPINDLE+0.200
  • MYOGENESIS+0.190
  • APICAL_JUNCTION+0.170
  • ANDROGEN_RESPONSE+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.630
  • INTERFERON_GAMMA_RESPONSE-0.520
  • ALLOGRAFT_REJECTION-0.450
  • IL6_JAK_STAT3_SIGNALING-0.380
  • PANCREAS_BETA_CELLS-0.340
  • INFLAMMATORY_RESPONSE-0.330
  • COMPLEMENT-0.300
  • IL2_STAT5_SIGNALING-0.280
  • KRAS_SIGNALING_UP-0.280
  • HEDGEHOG_SIGNALING-0.230

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
1TCGA-K4-A6MB-01A-11R-A31N-07
bladder-landscape@3
0.792
2TCGA-OR-A5KO-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.787
3SRR25617914
breast-umap@18
C0.756
4SRR8518424
breast-umap@18
C0.748
5BSR_19_0079_A1_S53
breast-umap@18
B0.747
6ERR2278878
head-neck@1
0.742
7SRR8613771
breast-umap@18
E0.739
8SRR8518326
breast-umap@18
E0.738
9s0095123
melanoma-umap@29
0.738
1020120162.TNBC
breast-umap@18
E0.733

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.320Inavolisib— uncovered
G2M_CHECKPOINT0.290Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.220Inavolisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
TGF_BETA_SIGNALING0.120Inavolisib— uncovered
PEROXISOME0.110Idelalisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
PROTEIN_SECRETION0.060Remibrutinib— uncovered
MTORC1_SIGNALING0.050Inavolisib— uncovered
ANGIOGENESIS0.040Remibrutinib— uncovered