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

C3N-03882

· cohortSQ2

c864a8a2-c20b-506f-8c2a-27498011a39c

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
cohortSQ2
subtype
cohortSQ2
age_years
68.92265572

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
  • G2M_CHECKPOINT+0.490
  • MYC_TARGETS_V1+0.490
  • MYC_TARGETS_V2+0.490
  • OXIDATIVE_PHOSPHORYLATION+0.430
  • MTORC1_SIGNALING+0.390
  • CHOLESTEROL_HOMEOSTASIS+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • SPERMATOGENESIS+0.260
  • FATTY_ACID_METABOLISM+0.250

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.590
  • ALLOGRAFT_REJECTION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.470
  • ANGIOGENESIS-0.440
  • COAGULATION-0.430
  • KRAS_SIGNALING_UP-0.430
  • IL2_STAT5_SIGNALING-0.400
  • HEDGEHOG_SIGNALING-0.390
  • APICAL_JUNCTION-0.370
  • TGF_BETA_SIGNALING-0.370

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
1SRR8518395
breast-umap@18
E0.926
2a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.901
3TCGA-58-A46K-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.901
4TCGA-77-8143-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.900
5f354d13d-89ec-4ed6-821d-df3ab230fc91
melanoma-umap@29
0.899
69f6a2480-748d-414b-be0b-36be34c24037
colon-landscapes@1
0.895
7SRR35579808
breast-umap@18
C0.889
8TCGA-4Z-AA80-01A-11R-A39I-07
bladder-landscape@3
0.888
9TCGA-60-2719-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.886
1096a00cc6-3880-4f03-a08d-73d284787971
colon-landscapes@1
0.885

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.550Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
MYC_TARGETS_V20.490Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.430Remibrutinib— uncovered
MTORC1_SIGNALING0.390Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.310Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
FATTY_ACID_METABOLISM0.250Inavolisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.190Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.110Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
P53_PATHWAY0.060Idelalisib— uncovered
GLYCOLYSIS0.040Inavolisib— uncovered