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

TCGA-CR-7365-01A-11R-2016-07

9b5a5aa9-db3f-5c29-b969-69173a98e2d6

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

  • MYOGENESIS+0.480
  • TGF_BETA_SIGNALING+0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.460
  • MITOTIC_SPINDLE+0.410
  • APICAL_JUNCTION+0.380
  • ANGIOGENESIS+0.350
  • ESTROGEN_RESPONSE_EARLY+0.350
  • UV_RESPONSE_DN+0.320
  • HYPOXIA+0.300
  • HEDGEHOG_SIGNALING+0.280

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.320
  • ALLOGRAFT_REJECTION-0.290
  • FATTY_ACID_METABOLISM-0.220
  • INTERFERON_ALPHA_RESPONSE-0.180
  • INTERFERON_GAMMA_RESPONSE-0.150
  • PANCREAS_BETA_CELLS-0.130
  • ADIPOGENESIS-0.110
  • DNA_REPAIR-0.100
  • SPERMATOGENESIS-0.100

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
1TCGA-77-8145-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.797
2TCGA-73-4668-01A-01R-1206-07
lung-landscapes@6
cohortA10.775
3TCGA-BH-A201-01A-11R-A14M-07
breast-umap@18
A0.771
4TCGA-85-A50M-01A-21R-A262-07
lung-landscapes@6
cohortSQ10.771
5SRR9879274
lung-landscapes@6
cohortSQ10.762
6TCGA-CN-5355-01A-01R-1436-07
head-neck@1
0.758
7TCGA-85-8582-01A-21R-2403-07
lung-landscapes@6
cohortSQ10.757
8TCGA-CV-6950-01A-11R-1915-07
head-neck@1
0.756
9MNG984
mng-umap@100
0.743
10TCGA-85-8353-01A-21R-2296-07
lung-landscapes@6
cohortSQ10.741

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.480Inavolisib— uncovered
TGF_BETA_SIGNALING0.470Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
APICAL_JUNCTION0.380Inavolisib— uncovered
ANGIOGENESIS0.350Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.350Inavolisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
HYPOXIA0.300Idelalisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
PROTEIN_SECRETION0.250Remibrutinib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
COAGULATION0.150Binimetinib— uncovered
HEME_METABOLISM0.150Temsirolimus— uncovered