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

TCGA-43-7657-01A-31R-2125-07

· cohortSQ1

879b964c-114e-5380-afb3-fe2164615311

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
68

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.430
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • SPERMATOGENESIS+0.260
  • HEDGEHOG_SIGNALING+0.250
  • HYPOXIA+0.250
  • MYC_TARGETS_V1+0.250
  • MYC_TARGETS_V2+0.210
  • GLYCOLYSIS+0.190
  • MTORC1_SIGNALING+0.190

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.510
  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.490
  • ALLOGRAFT_REJECTION-0.480
  • INFLAMMATORY_RESPONSE-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • COMPLEMENT-0.370
  • KRAS_SIGNALING_UP-0.340
  • IL2_STAT5_SIGNALING-0.260
  • XENOBIOTIC_METABOLISM-0.250

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
1TCGA-77-8128-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.860
2C3L-00445
lung-landscapes@6
cohortSQ20.839
3TCGA-51-4081-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.829
4TCGA-94-A5I6-01A-21R-A27Q-07
lung-landscapes@6
cohortSQ20.827
5TCGA-21-5786-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.814
6add96e53-1114-4364-979b-641665d16629
melanoma-umap@29
0.813
7TCGA-B6-A1KF-01A-11R-A13Q-07
breast-umap@18
E0.811
8BS_DS438CXE
brain-umap@2
high-grade glioma0.805
9SRR8518411
breast-umap@18
E0.805
10SRR5903551
lung-landscapes@6
cohortA10.804

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
WNT_BETA_CATENIN_SIGNALING0.430Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
HYPOXIA0.250Idelalisib— uncovered
MYC_TARGETS_V10.250Inavolisib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
E2F_TARGETS0.170Inavolisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
G2M_CHECKPOINT0.130Inavolisib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PANCREAS_BETA_CELLS0.090Cobimetinib— uncovered