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

C3L-00446

· cohortA1

0381647d-16a1-5fab-9561-96e83e70ad8c

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
72.97193703

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+0.560
  • INTERFERON_GAMMA_RESPONSE+0.520
  • IL6_JAK_STAT3_SIGNALING+0.430
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • ALLOGRAFT_REJECTION+0.370
  • INFLAMMATORY_RESPONSE+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.340
  • NOTCH_SIGNALING+0.300
  • APOPTOSIS+0.270
  • COMPLEMENT+0.230

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.330
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.280
  • PEROXISOME-0.260
  • BILE_ACID_METABOLISM-0.230
  • FATTY_ACID_METABOLISM-0.210
  • UNFOLDED_PROTEIN_RESPONSE-0.210
  • ADIPOGENESIS-0.190
  • WNT_BETA_CATENIN_SIGNALING-0.190
  • XENOBIOTIC_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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-55-A493-01A-11R-A24H-07
lung-landscapes@6
cohortA10.850
2TCGA-MP-A4TI-01A-21R-A24X-07
lung-landscapes@6
cohortA10.842
3ea0e56e4-d9e3-44a2-9bdb-2e98554f6bff
colon-landscapes@1
0.841
4TCGA-44-7662-01A-11R-2066-07
lung-landscapes@6
cohortA10.820
5SRR8613765
breast-umap@18
D0.820
6MNG745
mng-umap@100
0.810
7X55db60cd.e752.41b4.aa3e.f68d676031f7
lung-landscapes@6
cohortA10.807
8TCGA-55-6978-01A-11R-1949-07
lung-landscapes@6
cohortA10.804
9TCGA-SY-A9G5-01A-11R-A38B-07
bladder-landscape@3
0.799
10TCGA-MP-A4TC-01A-11R-A24X-07
lung-landscapes@6
cohortA10.799

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
INTERFERON_ALPHA_RESPONSE0.560Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.520Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.430Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
ALLOGRAFT_REJECTION0.370Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.340Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
G2M_CHECKPOINT0.130Inavolisib— uncovered