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

C3L-02969

· cohortSQ2

3e975e2e-5fa9-5c44-82eb-1c6d337d4626

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
76.95550992

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+0.600
  • INTERFERON_GAMMA_RESPONSE+0.560
  • ALLOGRAFT_REJECTION+0.470
  • G2M_CHECKPOINT+0.330
  • E2F_TARGETS+0.320
  • INFLAMMATORY_RESPONSE+0.320
  • APICAL_SURFACE+0.290
  • IL6_JAK_STAT3_SIGNALING+0.290
  • MTORC1_SIGNALING+0.260
  • KRAS_SIGNALING_DN+0.240

Top 10 suppressed

  • PROTEIN_SECRETION-0.440
  • TGF_BETA_SIGNALING-0.380
  • ANGIOGENESIS-0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.310
  • ADIPOGENESIS-0.260
  • UV_RESPONSE_DN-0.250
  • PEROXISOME-0.230
  • DNA_REPAIR-0.210
  • ANDROGEN_RESPONSE-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
1SRR8613746
breast-umap@18
D0.837
2MNG921
mng-umap@100
0.826
3TCGA-E2-A1B6-01A-31R-A12P-07
breast-umap@18
D0.815
4SRR1313144
breast-umap@18
D0.808
5695836ff-c54b-47bf-8a29-5224811afa7e
colon-landscapes@1
0.807
620030081.TNBC
breast-umap@18
D0.805
7C3N-02922
lung-landscapes@6
cohortMD20.803
8BDCM_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE
ccle-aml@v2024.1
AML0.801
9TCGA-34-5232-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.800
10b03d2223-38c1-4bb3-be8b-27db05f87b66
melanoma-umap@29
0.798

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.560Idelalisib— uncovered
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
APICAL_SURFACE0.290Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
MTORC1_SIGNALING0.260Inavolisib— uncovered
KRAS_SIGNALING_DN0.240Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
MYC_TARGETS_V20.180Idelalisib— uncovered
IL2_STAT5_SIGNALING0.160Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.160Inavolisib— uncovered
MYC_TARGETS_V10.150Inavolisib— uncovered
COMPLEMENT0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
SPERMATOGENESIS0.090Inavolisib— uncovered
UV_RESPONSE_UP0.070Idelalisib— uncovered