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

TCGA-22-1000-01A-01R-A32Z-07

· cohortSQ1

3f07b10c-6948-5e9b-a855-538c3a35950d

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
76

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+0.640
  • ANGIOGENESIS+0.520
  • COAGULATION+0.520
  • ALLOGRAFT_REJECTION+0.500
  • COMPLEMENT+0.460
  • IL6_JAK_STAT3_SIGNALING+0.460
  • INFLAMMATORY_RESPONSE+0.460
  • APICAL_JUNCTION+0.450
  • INTERFERON_ALPHA_RESPONSE+0.450
  • INTERFERON_GAMMA_RESPONSE+0.450

Top 10 suppressed

  • MYC_TARGETS_V2-0.680
  • E2F_TARGETS-0.590
  • MYC_TARGETS_V1-0.550
  • G2M_CHECKPOINT-0.520
  • DNA_REPAIR-0.370
  • OXIDATIVE_PHOSPHORYLATION-0.360
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • MTORC1_SIGNALING-0.320
  • SPERMATOGENESIS-0.230
  • MITOTIC_SPINDLE-0.190

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CV-6943-01A-11R-1915-07
head-neck@1
0.956
2SRR1797296
lung-landscapes@6
cohortMD20.956
3BS_FQX1PRAJ
brain-umap@2
Neurofibroma0.954
4SRR8518124
breast-umap@18
D0.949
5BS_ZV9Z3SY6
brain-umap@2
pilocytic astrocytoma0.949
6SRR35579819
breast-umap@18
A0.948
7BS_Z28VKGNS
brain-umap@2
Neurofibroma0.948
8TCGA-78-8648-01A-11R-2403-07
lung-landscapes@6
cohortMD20.947
9ERR2208937
melanoma-umap@29
0.947
10TCGA-A2-A0YD-01A-11R-A109-07
breast-umap@18
A0.945

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.640Inavolisib— uncovered
ANGIOGENESIS0.520Remibrutinib— uncovered
COAGULATION0.520Binimetinib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
COMPLEMENT0.460Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.460Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
APICAL_JUNCTION0.450Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.450Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
APICAL_SURFACE0.400Temsirolimus— uncovered
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
MYOGENESIS0.390Inavolisib— uncovered
APOPTOSIS0.360Idelalisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
P53_PATHWAY0.270Idelalisib— uncovered
HYPOXIA0.260Idelalisib— uncovered