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

C3N-02289

· cohortSQ1

2c79caaf-b869-57db-a71b-278a56d544f5

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
cohortSQ1
subtype
cohortSQ1
age_years
73.73305955

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.670
  • ANGIOGENESIS+0.500
  • HYPOXIA+0.500
  • TNFA_SIGNALING_VIA_NFKB+0.470
  • MYOGENESIS+0.410
  • APICAL_JUNCTION+0.380
  • COAGULATION+0.330
  • WNT_BETA_CATENIN_SIGNALING+0.330
  • APOPTOSIS+0.290
  • P53_PATHWAY+0.270

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.520
  • PROTEIN_SECRETION-0.320
  • MYC_TARGETS_V1-0.290
  • INTERFERON_GAMMA_RESPONSE-0.250
  • PEROXISOME-0.220
  • FATTY_ACID_METABOLISM-0.190
  • E2F_TARGETS-0.180
  • BILE_ACID_METABOLISM-0.170
  • G2M_CHECKPOINT-0.170
  • OXIDATIVE_PHOSPHORYLATION-0.110

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C3L-02963
lung-landscapes@6
cohortSQ10.824
2MNG721
mng-umap@100
0.817
3BS_RXN5T5YT
brain-umap@2
Diffuse intrinsic pontine glioma0.801
4BS_J8VX4D17
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.800
582992
medullo-epn-umap@date-based
EPNSupratentorial EPN0.798
6TCGA-CR-6474-01A-11R-1873-07
head-neck@1
0.798
7C3L-02660
lung-landscapes@6
cohortSQ10.795
8C3N-02339
lung-landscapes@6
cohortSQ10.795
9TCGA-BL-A5ZZ-01A-31R-A30C-07
bladder-landscape@3
0.795
10TCGA-90-6837-01A-11R-1949-07
lung-landscapes@6
cohortSQ10.789

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.670Inavolisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
HYPOXIA0.500Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.470Inavolisib— uncovered
MYOGENESIS0.410Inavolisib— uncovered
APICAL_JUNCTION0.380Inavolisib— uncovered
COAGULATION0.330Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.330Inavolisib— uncovered
APOPTOSIS0.290Idelalisib— uncovered
P53_PATHWAY0.270Idelalisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
IL2_STAT5_SIGNALING0.250Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.240Inavolisib— uncovered
ALLOGRAFT_REJECTION0.230Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered