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

TCGA-34-5241-01A-01R-1443-07

· cohortSQ1

ad8a4db2-58c7-59f5-8440-cefd8e3a36ff

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
79

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.470
  • INTERFERON_ALPHA_RESPONSE+0.410
  • ALLOGRAFT_REJECTION+0.390
  • MYC_TARGETS_V1+0.390
  • INTERFERON_GAMMA_RESPONSE+0.380
  • FATTY_ACID_METABOLISM+0.370
  • INFLAMMATORY_RESPONSE+0.370
  • HYPOXIA+0.360
  • MTORC1_SIGNALING+0.360

Top 10 suppressed

  • MITOTIC_SPINDLE-0.320
  • HEDGEHOG_SIGNALING-0.250
  • WNT_BETA_CATENIN_SIGNALING-0.240
  • NOTCH_SIGNALING-0.200
  • G2M_CHECKPOINT-0.150
  • ESTROGEN_RESPONSE_EARLY-0.130
  • MYC_TARGETS_V2-0.120
  • UV_RESPONSE_DN-0.040
  • PANCREAS_BETA_CELLS-0.020
  • KRAS_SIGNALING_DN+0.000

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
1551ADCCD-D116-43D8-AABC-E7E111D79E70
brain-umap@2
0.907
2AUR-AFUI-TTM1-A-1-0-R-A743-41
breast-umap@18
C0.895
353D8CF8D-31BA-4CB8-A14F-5C9AB9554F5D
brain-umap@2
0.895
4FBB4DAFD-11F1-498F-95C5-73D8B735465B
brain-umap@2
0.880
570203945-80F8-4FA7-8C99-FEBAD3374103
brain-umap@2
0.869
6BDBF3ACE-7DC0-47C1-9B03-E2EDCF0B6CE6
brain-umap@2
0.868
7C3L-00913
lung-landscapes@6
cohortA40.864
80E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.861
9TCGA-38-4632-01A-01R-1755-07
lung-landscapes@6
cohortA10.861
10647EE729-B34A-41F0-85AB-207F8C24420B
brain-umap@2
0.859

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.520Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.470Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.410Inavolisib— uncovered
ALLOGRAFT_REJECTION0.390Idelalisib— uncovered
MYC_TARGETS_V10.390Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.380Idelalisib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
HYPOXIA0.360Idelalisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
ADIPOGENESIS0.340Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
ANGIOGENESIS0.320Remibrutinib— uncovered
COAGULATION0.320Binimetinib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
APOPTOSIS0.290Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
KRAS_SIGNALING_UP0.280Inavolisib— uncovered
PEROXISOME0.280Idelalisib— uncovered