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

TCGA-85-7950-01A-11R-2187-07

· cohortSQ1

25503cb3-c332-5316-9239-293b61cfbffa

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
46

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+0.530
  • E2F_TARGETS+0.420
  • G2M_CHECKPOINT+0.420
  • INTERFERON_GAMMA_RESPONSE+0.420
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.360
  • MYC_TARGETS_V2+0.300
  • ALLOGRAFT_REJECTION+0.270
  • TNFA_SIGNALING_VIA_NFKB+0.270
  • MITOTIC_SPINDLE+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.260

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.390
  • CHOLESTEROL_HOMEOSTASIS-0.330
  • FATTY_ACID_METABOLISM-0.330
  • XENOBIOTIC_METABOLISM-0.320
  • ADIPOGENESIS-0.310
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • COAGULATION-0.290
  • HEME_METABOLISM-0.230
  • PEROXISOME-0.230
  • ESTROGEN_RESPONSE_EARLY-0.220

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
1C3N-03093
lung-landscapes@6
cohortA10.859
2TCGA-22-5480-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.845
3TCGA-85-A511-01A-21R-A262-07
lung-landscapes@6
cohortSQ10.843
4TCGA-77-A5GH-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ10.833
5SRR934755
brain-umap@2
0.823
6SRR650184
bladder-landscape@3
0.816
7SRR650185
bladder-landscape@3
0.816
8C3L-04071
lung-landscapes@6
cohortSQ10.809
9TCGA-BA-6873-01A-11R-1873-07
head-neck@1
0.806
10a45a7511-4aa9-4d04-8f5f-34d12e4d5917
colon-landscapes@1
0.805

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
E2F_TARGETS0.420Inavolisib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.230Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.180Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.140Inavolisib— uncovered
ANGIOGENESIS0.130Remibrutinib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered