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

TCGA-50-5944-01A-11R-1755-07

· cohortA1

ecbb30a8-5402-5f43-b0c9-b46464faed5c

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
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UV_RESPONSE_DN+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.350
  • PROTEIN_SECRETION+0.340
  • TGF_BETA_SIGNALING+0.320
  • ANDROGEN_RESPONSE+0.300
  • MYOGENESIS+0.300
  • BILE_ACID_METABOLISM+0.260
  • HEDGEHOG_SIGNALING+0.250
  • COAGULATION+0.240
  • ANGIOGENESIS+0.230

Top 10 suppressed

  • MYC_TARGETS_V2-0.660
  • E2F_TARGETS-0.570
  • MYC_TARGETS_V1-0.520
  • G2M_CHECKPOINT-0.480
  • DNA_REPAIR-0.420
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • MTORC1_SIGNALING-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.320
  • UNFOLDED_PROTEIN_RESPONSE-0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310

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
165f86d9a-828b-4e8b-a656-38baba5a54f7
colon-landscapes@1
0.889
2SRR10900010
melanoma-umap@29
0.872
3SRR8613790
breast-umap@18
A0.868
4TCGA-GD-A3OP-01A-21R-A220-07
bladder-landscape@3
0.864
5TCGA-CR-7389-01A-11R-2016-07
head-neck@1
0.860
6SRR8518453
breast-umap@18
F0.845
7BS_GV3NZ9QD
medullo-epn-umap@date-based
EPNEPN Tumor0.845
8TCGA-BH-A0HP-01A-12R-A084-07
breast-umap@18
A0.838
9TCGA-05-4405-01A-21R-1858-07
lung-landscapes@6
cohortA10.835
108ee55a63-4e87-4c00-8012-4c87efdcb7ed
colon-landscapes@1
0.832

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.450Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.350Inavolisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
BILE_ACID_METABOLISM0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered
HEME_METABOLISM0.210Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
APICAL_JUNCTION0.180Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
APOPTOSIS0.120Idelalisib— uncovered
PANCREAS_BETA_CELLS0.080Cobimetinib— uncovered