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

TCGA-MZ-A7D7-01A-21R-A34R-07

668f8936-6502-565e-8c76-fd027354ef62

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
sex
male

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+0.550
  • FATTY_ACID_METABOLISM+0.370
  • MYC_TARGETS_V1+0.360
  • PANCREAS_BETA_CELLS+0.310
  • PEROXISOME+0.250
  • BILE_ACID_METABOLISM+0.230
  • DNA_REPAIR+0.220
  • ADIPOGENESIS+0.210
  • SPERMATOGENESIS+0.200
  • PROTEIN_SECRETION+0.180

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.440
  • INTERFERON_GAMMA_RESPONSE-0.400
  • MITOTIC_SPINDLE-0.400
  • MYOGENESIS-0.390
  • NOTCH_SIGNALING-0.390
  • APICAL_JUNCTION-0.370
  • ALLOGRAFT_REJECTION-0.350
  • HEDGEHOG_SIGNALING-0.340
  • ESTROGEN_RESPONSE_EARLY-0.320
  • UV_RESPONSE_DN-0.320

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
1MNG42
mng-umap@100
0.866
2TCGA-37-4135-01A-01R-1100-07
lung-landscapes@6
cohortA10.865
3TCGA-64-1678-01A-01R-0946-07
lung-landscapes@6
cohortA30.851
4SRR6013568
lung-landscapes@6
cohortA20.849
5SRR8518428
breast-umap@18
F0.843
6SRR1350220
brain-umap@2
GTEX0.842
7SRR8518448
breast-umap@18
C0.838
8TCGA-BB-8601-01A-11R-2403-07
head-neck@1
0.832
9AUR-AFKF-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.828
10TCGA-37-5819-01A-01R-1635-07
lung-landscapes@6
cohortA30.823

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.550Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
PEROXISOME0.250Idelalisib— uncovered
BILE_ACID_METABOLISM0.230Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.130Remibrutinib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
MTORC1_SIGNALING0.120Inavolisib— uncovered
MYC_TARGETS_V20.070Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered