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

TCGA-22-4605-01A-21R-2125-07

· cohortSQ1

97ccdd6b-dfdd-5181-8bda-b0240623c0f3

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
78

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+0.490
  • ANGIOGENESIS+0.480
  • TNFA_SIGNALING_VIA_NFKB+0.460
  • HEDGEHOG_SIGNALING+0.430
  • APICAL_SURFACE+0.420
  • COAGULATION+0.420
  • INFLAMMATORY_RESPONSE+0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • ESTROGEN_RESPONSE_EARLY+0.380
  • HYPOXIA+0.360

Top 10 suppressed

  • E2F_TARGETS-0.490
  • INTERFERON_ALPHA_RESPONSE-0.440
  • MYC_TARGETS_V1-0.370
  • G2M_CHECKPOINT-0.360
  • DNA_REPAIR-0.300
  • MYC_TARGETS_V2-0.300
  • INTERFERON_GAMMA_RESPONSE-0.240
  • OXIDATIVE_PHOSPHORYLATION-0.240
  • UNFOLDED_PROTEIN_RESPONSE-0.180
  • PI3K_AKT_MTOR_SIGNALING-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
1TCGA-56-7731-01A-11R-2125-07
lung-landscapes@6
cohortSQ10.917
2SRR8613716
breast-umap@18
C0.904
3SRR8613813
breast-umap@18
D0.899
4MNG115
mng-umap@100
0.895
5MBCproject_0031_T1_RNA
breast-umap@18
A0.892
6MNG350
mng-umap@100
0.890
7TCGA-A2-A0EO-01A-11R-A034-07
breast-umap@18
A0.888
8MNG119
mng-umap@100
0.883
9SRR25617877
breast-umap@18
A0.882
10TCGA-BH-A0HF-01A-11R-A056-07
breast-umap@18
A0.881

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
ANGIOGENESIS0.480Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.460Inavolisib— uncovered
HEDGEHOG_SIGNALING0.430Inavolisib— uncovered
APICAL_SURFACE0.420Temsirolimus— uncovered
COAGULATION0.420Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.380Inavolisib— uncovered
HYPOXIA0.360Idelalisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
IL2_STAT5_SIGNALING0.340Idelalisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.330Idelalisib— uncovered
KRAS_SIGNALING_UP0.330Inavolisib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
UV_RESPONSE_DN0.310Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered