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

TCGA-86-8674-01A-21R-2403-07

· cohortA2

2e59a161-6164-59b6-85d7-143e63ac3f4c

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
cohortA2
subtype
cohortA2
age_years
50

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+0.460
  • PANCREAS_BETA_CELLS+0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.440
  • FATTY_ACID_METABOLISM+0.380
  • ADIPOGENESIS+0.320
  • PEROXISOME+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • UNFOLDED_PROTEIN_RESPONSE+0.260
  • XENOBIOTIC_METABOLISM+0.260
  • UV_RESPONSE_UP+0.230

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.460
  • E2F_TARGETS-0.460
  • G2M_CHECKPOINT-0.450
  • INTERFERON_GAMMA_RESPONSE-0.400
  • INTERFERON_ALPHA_RESPONSE-0.380
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • INFLAMMATORY_RESPONSE-0.350
  • MITOTIC_SPINDLE-0.340
  • KRAS_SIGNALING_UP-0.300
  • IL6_JAK_STAT3_SIGNALING-0.270

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
1X265fd2ee.a8d9.4142.bf96.86a40f37234e
lung-landscapes@6
cohortA20.836
2TCGA-UF-A7JF-01A-11R-A34R-07
head-neck@1
0.808
3TCGA-49-4486-01A-01R-1206-07
lung-landscapes@6
cohortA20.799
4TCGA-D8-A1JS-01A-11R-A13Q-07
breast-umap@18
B0.796
5TCGA-BA-6869-01A-11R-1873-07
head-neck@1
0.795
6MNG124
mng-umap@100
0.788
7TCGA-69-8253-01A-11R-2287-07
lung-landscapes@6
cohortA20.788
8SRR8943041
bladder-landscape@3
0.786
9SRR8943024
bladder-landscape@3
0.785
10SRR4296082
lung-landscapes@6
cohortA10.779

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.440Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.440Inavolisib— uncovered
FATTY_ACID_METABOLISM0.380Inavolisib— uncovered
ADIPOGENESIS0.320Inavolisib— uncovered
PEROXISOME0.300Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
UV_RESPONSE_UP0.230Idelalisib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
COAGULATION0.100Binimetinib— uncovered
GLYCOLYSIS0.090Inavolisib— uncovered
DNA_REPAIR0.080Idelalisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.070Idelalisib— uncovered