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

TCGA-55-1592-01A-01R-0946-07

· cohortA1

5cc1e695-1b30-527e-b711-6e79c7498fc4

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
cohortA1
subtype
cohortA1
age_years
65

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • BILE_ACID_METABOLISM+0.360
  • PROTEIN_SECRETION+0.160
  • CHOLESTEROL_HOMEOSTASIS+0.150
  • FATTY_ACID_METABOLISM+0.140
  • KRAS_SIGNALING_DN+0.130
  • XENOBIOTIC_METABOLISM+0.110
  • HEME_METABOLISM+0.100
  • PEROXISOME+0.100
  • COAGULATION+0.050
  • COMPLEMENT+0.040

Top 10 suppressed

  • MYC_TARGETS_V2-0.620
  • MYC_TARGETS_V1-0.570
  • E2F_TARGETS-0.430
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • G2M_CHECKPOINT-0.390
  • DNA_REPAIR-0.380
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • OXIDATIVE_PHOSPHORYLATION-0.350
  • PI3K_AKT_MTOR_SIGNALING-0.340

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
1MNG14
mng-umap@100
0.867
2C3L-02958
lung-landscapes@6
cohortA10.866
3BS_063ERW0R
brain-umap@2
pilocytic astrocytoma0.865
4BS_ME3HKN2C
brain-umap@2
Ganglioglioma0.848
5MNG36
mng-umap@100
0.846
6SRR6013492
lung-landscapes@6
cohortA10.842
7TCGA-67-6217-01A-11R-1755-07
lung-landscapes@6
cohortA10.833
8TCGA-G2-A2EK-01A-22R-A18C-07
bladder-landscape@3
0.832
9TCGA-55-A4DG-01A-11R-A24H-07
lung-landscapes@6
cohortA10.830
10BS_TMTV769C
brain-umap@2
low-grade glioma0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.360Inavolisib— uncovered
PROTEIN_SECRETION0.160Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.110Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
PEROXISOME0.100Idelalisib— uncovered
COAGULATION0.050Binimetinib— uncovered
COMPLEMENT0.040Inavolisib— uncovered
SPERMATOGENESIS0.010Inavolisib— uncovered