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

TCGA-78-7160-01A-11R-2039-07

· cohortA4

53696fdb-9837-5b91-8a69-4b0ec44d94b1

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
cohortA4
subtype
cohortA4
age_years
61

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • COMPLEMENT+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • ALLOGRAFT_REJECTION+0.380
  • KRAS_SIGNALING_UP+0.370
  • UV_RESPONSE_DN+0.370
  • ANDROGEN_RESPONSE+0.360
  • INFLAMMATORY_RESPONSE+0.350
  • PROTEIN_SECRETION+0.350
  • TGF_BETA_SIGNALING+0.340
  • INTERFERON_GAMMA_RESPONSE+0.330

Top 10 suppressed

  • E2F_TARGETS-0.420
  • DNA_REPAIR-0.410
  • MYC_TARGETS_V2-0.370
  • MYC_TARGETS_V1-0.300
  • G2M_CHECKPOINT-0.210
  • PANCREAS_BETA_CELLS-0.170
  • SPERMATOGENESIS-0.150
  • MTORC1_SIGNALING-0.130
  • OXIDATIVE_PHOSPHORYLATION-0.130
  • 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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-BH-A0C3-01A-21R-A12P-07
breast-umap@18
A0.861
2TCGA-44-6145-01A-11R-1755-07
lung-landscapes@6
cohortA10.856
3TCGA-AO-A0JF-01A-11R-A056-07
breast-umap@18
A0.855
4TCGA-A7-A0CG-01A-12R-A056-07
breast-umap@18
A0.854
5653522fe-3289-4e1f-9373-c81f923893a3
melanoma-umap@29
0.849
6TCGA-AC-A2B8-01A-11R-A17B-07
breast-umap@18
A0.849
7BS_MY9D8XZ1
brain-umap@2
pilocytic astrocytoma0.846
8TCGA-DK-A1AF-01A-11R-A13Y-07
bladder-landscape@3
0.844
9BS_V0Q1G94N
brain-umap@2
low-grade glioma0.843
10BS_F8N6CFQE
brain-umap@2
low-grade glioma0.837

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
COMPLEMENT0.400Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
ALLOGRAFT_REJECTION0.380Idelalisib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
UV_RESPONSE_DN0.370Inavolisib— uncovered
ANDROGEN_RESPONSE0.360Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
PROTEIN_SECRETION0.350Remibrutinib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.330Idelalisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.280Inavolisib— uncovered
COAGULATION0.270Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.270Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.270Inavolisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
ADIPOGENESIS0.240Inavolisib— uncovered
ANGIOGENESIS0.240Remibrutinib— uncovered