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

TCGA-46-3766-01A-01R-0980-07

· cohortSQ1

fc251cb6-ab36-5e03-9356-bccc85f2976d

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
62

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+0.660
  • ALLOGRAFT_REJECTION+0.560
  • ANGIOGENESIS+0.540
  • IL6_JAK_STAT3_SIGNALING+0.470
  • INFLAMMATORY_RESPONSE+0.470
  • KRAS_SIGNALING_UP+0.470
  • COMPLEMENT+0.450
  • COAGULATION+0.440
  • IL2_STAT5_SIGNALING+0.400
  • UV_RESPONSE_DN+0.400

Top 10 suppressed

  • MYC_TARGETS_V2-0.660
  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.510
  • MITOTIC_SPINDLE-0.370
  • MYC_TARGETS_V1-0.360
  • DNA_REPAIR-0.190
  • SPERMATOGENESIS-0.180
  • UNFOLDED_PROTEIN_RESPONSE-0.160
  • OXIDATIVE_PHOSPHORYLATION-0.140
  • CHOLESTEROL_HOMEOSTASIS-0.120

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-38-4627-01A-01R-1206-07
lung-landscapes@6
cohortA10.945
2TCGA-44-6777-01A-11R-1858-07
lung-landscapes@6
cohortA10.942
3TCGA-CR-7386-01A-11R-2016-07
head-neck@1
0.936
4TCGA-A7-A0CG-01A-12R-A056-07
breast-umap@18
A0.930
5TCGA-05-4417-01A-22R-1858-07
lung-landscapes@6
cohortA30.920
6SRR1797302
lung-landscapes@6
cohortMD20.917
7TCGA-49-6744-01A-11R-1858-07
lung-landscapes@6
cohortA10.911
8SRR5088824
melanoma-umap@29
0.910
9TCGA-AO-A0JF-01A-11R-A056-07
breast-umap@18
A0.908
10BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.907

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_TRANSITION0.660Inavolisib— uncovered
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
ANGIOGENESIS0.540Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.470Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.470Idelalisib— uncovered
KRAS_SIGNALING_UP0.470Inavolisib— uncovered
COMPLEMENT0.450Inavolisib— uncovered
COAGULATION0.440Binimetinib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
UV_RESPONSE_DN0.400Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
TGF_BETA_SIGNALING0.380Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
ANDROGEN_RESPONSE0.350Inavolisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
MYOGENESIS0.320Inavolisib— uncovered
HEME_METABOLISM0.280Temsirolimus— uncovered
APICAL_SURFACE0.250Temsirolimus— uncovered
APOPTOSIS0.250Idelalisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered