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

TCGA-A8-A094-01A-11R-A00Z-07

· C

32fcee18-827f-5318-afdb-4299dc0f231d

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
C
subtype
C
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MTORC1_SIGNALING+0.520
  • ALLOGRAFT_REJECTION+0.450
  • PROTEIN_SECRETION+0.430
  • CHOLESTEROL_HOMEOSTASIS+0.420
  • INFLAMMATORY_RESPONSE+0.390
  • ANDROGEN_RESPONSE+0.360
  • IL6_JAK_STAT3_SIGNALING+0.360
  • G2M_CHECKPOINT+0.330
  • COMPLEMENT+0.310
  • INTERFERON_GAMMA_RESPONSE+0.310

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.300
  • MYOGENESIS-0.270
  • HEDGEHOG_SIGNALING-0.260
  • NOTCH_SIGNALING-0.220
  • KRAS_SIGNALING_DN-0.150
  • WNT_BETA_CATENIN_SIGNALING-0.140
  • ESTROGEN_RESPONSE_LATE-0.130
  • UV_RESPONSE_DN-0.130
  • TGF_BETA_SIGNALING-0.090
  • APICAL_SURFACE-0.060

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-BH-A202-01A-11R-A14M-07
breast-umap@18
C0.841
2BS_2EN3X6HB
brain-umap@2
high-grade glioma0.817
3TCGA-C8-A278-01A-11R-A169-07
breast-umap@18
C0.813
4MBCProject_0984_T1_RNA
breast-umap@18
C0.790
5TCGA-A2-A0SW-01A-11R-A084-07
breast-umap@18
C0.787
6C3N-02087
lung-landscapes@6
cohortA10.786
7TCGA-AR-A24U-01A-11R-A169-07
breast-umap@18
C0.783
8be297c26-df4c-4ae2-a117-a8c6d1cfb421
colon-landscapes@1
0.780
9TCGA-18-3415-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.779
1027dfc12e-4ed1-4d98-b6af-d4e9cbb96779
melanoma-umap@29
0.778

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MTORC1_SIGNALING0.520Inavolisib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
PROTEIN_SECRETION0.430Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.420Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
ANDROGEN_RESPONSE0.360Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.310Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.310Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.270Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered