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

TCGA-H4-A2HQ-01A-11R-A180-07

afe44f73-b2a9-5f18-85f4-3f4e5b9ab1ac

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
overall_survival_months
19.38239159
os_event
false
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.370
  • G2M_CHECKPOINT+0.360
  • E2F_TARGETS+0.310
  • MITOTIC_SPINDLE+0.310
  • TGF_BETA_SIGNALING+0.300
  • INTERFERON_ALPHA_RESPONSE+0.290
  • MYC_TARGETS_V1+0.260
  • MTORC1_SIGNALING+0.250
  • DNA_REPAIR+0.230
  • WNT_BETA_CATENIN_SIGNALING+0.230

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.530
  • ANGIOGENESIS-0.460
  • ALLOGRAFT_REJECTION-0.410
  • INFLAMMATORY_RESPONSE-0.410
  • COAGULATION-0.380
  • MYOGENESIS-0.330
  • XENOBIOTIC_METABOLISM-0.300
  • KRAS_SIGNALING_UP-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.290
  • APICAL_SURFACE-0.280

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-O2-A5IB-01A-11R-A27Q-07
lung-landscapes@6
cohortMD10.837
2TCGA-C8-A1HK-01A-21R-A13Q-07
breast-umap@18
C0.829
3BS_DFGS950G
brain-umap@2
high-grade glioma0.827
461F5C72A-4DDB-4EDB-908A-B2856CAFD8BD
brain-umap@2
0.826
5BS_H4NXBD2D
brain-umap@2
Supratentorial Ependymoma0.826
6TCGA-91-6836-01A-21R-1858-07
lung-landscapes@6
cohortA10.824
7TCGA-78-7536-01A-11R-2066-07
lung-landscapes@6
cohortA30.824
8B8B72B5C-536A-40E3-9E7F-95E7629874D3
brain-umap@2
0.817
9BS_FN07P04C
brain-umap@2
high-grade glioma0.814
10BS_7G42J2SK
brain-umap@2
Supratentorial Ependymoma0.814

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.370Remibrutinib— uncovered
G2M_CHECKPOINT0.360Inavolisib— uncovered
E2F_TARGETS0.310Inavolisib— uncovered
MITOTIC_SPINDLE0.310Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.220Remibrutinib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
MYC_TARGETS_V20.160Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered