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

C3L-04391

· cohortSQ1

ef4ebfbf-7298-589d-9e20-f9c39c747d79

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
70.20123203

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+0.650
  • MYC_TARGETS_V1+0.490
  • MTORC1_SIGNALING+0.460
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • UNFOLDED_PROTEIN_RESPONSE+0.430
  • PROTEIN_SECRETION+0.420
  • G2M_CHECKPOINT+0.390
  • UV_RESPONSE_DN+0.390
  • ANGIOGENESIS+0.380
  • INTERFERON_ALPHA_RESPONSE+0.380

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.220
  • KRAS_SIGNALING_DN-0.080
  • PEROXISOME-0.020
  • ESTROGEN_RESPONSE_EARLY+0.010
  • FATTY_ACID_METABOLISM+0.020
  • ESTROGEN_RESPONSE_LATE+0.060
  • ADIPOGENESIS+0.070
  • IL6_JAK_STAT3_SIGNALING+0.070
  • SPERMATOGENESIS+0.070
  • DNA_REPAIR+0.080

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
1SRR934867
brain-umap@2
0.904
2SRR934963
brain-umap@2
0.904
32F14C141-CE43-4934-BEC9-769A181DB053
brain-umap@2
0.903
4C9EE359E-2F42-4D20-880D-FBF8B4953731
brain-umap@2
0.897
5TCGA-CV-7097-01A-11R-2016-07
head-neck@1
0.893
6E317AD4C-E877-499A-B108-2F39A40D1682
brain-umap@2
0.890
7443B59BB-0BFD-459A-896E-FA07AA6C3A45
brain-umap@2
0.890
8MNG1191
mng-umap@100
0.886
97E198F8E-BBAA-419D-8986-359C109FBE74
brain-umap@2
0.885
10TCGA-BH-A0DZ-01A-11R-A00Z-07
breast-umap@18
C0.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.650Inavolisib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
MTORC1_SIGNALING0.460Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.430Idelalisib— uncovered
PROTEIN_SECRETION0.420Remibrutinib— uncovered
G2M_CHECKPOINT0.390Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
ANGIOGENESIS0.380Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
APOPTOSIS0.370Idelalisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
HYPOXIA0.340Idelalisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
KRAS_SIGNALING_UP0.290Inavolisib— uncovered
COAGULATION0.260Binimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
P53_PATHWAY0.250Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered