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

TCGA-39-5034-01A-01R-1443-07

· cohortA3

967067c7-d5f7-51f5-b5e1-b028e4ac7736

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
cohortA3
subtype
cohortA3
age_years
73

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+0.450
  • PROTEIN_SECRETION+0.430
  • E2F_TARGETS+0.410
  • G2M_CHECKPOINT+0.410
  • UNFOLDED_PROTEIN_RESPONSE+0.380
  • ANDROGEN_RESPONSE+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.340
  • MYC_TARGETS_V1+0.330
  • OXIDATIVE_PHOSPHORYLATION+0.320
  • ADIPOGENESIS+0.290

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.380
  • IL6_JAK_STAT3_SIGNALING-0.360
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • INFLAMMATORY_RESPONSE-0.250
  • INTERFERON_GAMMA_RESPONSE-0.240
  • P53_PATHWAY-0.190
  • ALLOGRAFT_REJECTION-0.170
  • KRAS_SIGNALING_DN-0.160
  • TNFA_SIGNALING_VIA_NFKB-0.130
  • APICAL_JUNCTION-0.110

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
1MNG778
mng-umap@100
0.857
2R265
bladder-landscape@3
0.838
3TCGA-78-7154-01A-11R-2039-07
lung-landscapes@6
cohortA40.829
4TCGA-D8-A1XJ-01A-11R-A14M-07
breast-umap@18
C0.819
5TCGA-UY-A78L-01A-12R-A33J-07
bladder-landscape@3
0.798
6MNG1017
mng-umap@100
0.794
7TCGA-78-7150-01A-21R-2039-07
lung-landscapes@6
cohortA40.788
8C3L-00081
lung-landscapes@6
cohortSQ20.787
9TCGA-AC-A23H-01A-11R-A157-07
breast-umap@18
C0.777
10TCGA-34-5240-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.775

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
MTORC1_SIGNALING0.450Inavolisib— uncovered
PROTEIN_SECRETION0.430Remibrutinib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered
ANDROGEN_RESPONSE0.340Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.320Remibrutinib— uncovered
ADIPOGENESIS0.290Inavolisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered