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

TCGA-75-7030-01A-11R-1949-07

· cohortA1

58e27652-5de6-598b-8a29-105813fb5405

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.640
  • TGF_BETA_SIGNALING+0.560
  • HEDGEHOG_SIGNALING+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.500
  • UV_RESPONSE_DN+0.500
  • ANGIOGENESIS+0.470
  • COAGULATION+0.460
  • KRAS_SIGNALING_UP+0.450
  • APICAL_JUNCTION+0.420
  • APICAL_SURFACE+0.420

Top 10 suppressed

  • E2F_TARGETS-0.750
  • MYC_TARGETS_V2-0.720
  • MYC_TARGETS_V1-0.690
  • G2M_CHECKPOINT-0.640
  • OXIDATIVE_PHOSPHORYLATION-0.580
  • MTORC1_SIGNALING-0.490
  • DNA_REPAIR-0.480
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.290
  • PI3K_AKT_MTOR_SIGNALING-0.240

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
1ULC1729T_S65
lung-landscapes@6
cohortSQ10.961
2TCGA-CR-7393-01A-11R-2016-07
head-neck@1
0.955
3TCGA-OL-A6VQ-01A-12R-A41B-07
breast-umap@18
A0.945
4TCGA-56-A4ZJ-01A-11R-A262-07
lung-landscapes@6
cohortSQ10.944
5cdb7b56c-ddca-4596-bfa2-6823c12837e2
colon-landscapes@1
0.944
6TCGA-A2-A0ES-01A-11R-A115-07
breast-umap@18
A0.944
7SRR12475153
colon-landscapes@1
0.939
8TCGA-50-8459-01A-11R-2326-07
lung-landscapes@6
cohortMD20.939
9SRR35579845
breast-umap@18
A0.938
104c7083b3-eccc-4d80-a31d-6fd3cd0222b4
colon-landscapes@1
0.937

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.640Inavolisib— uncovered
TGF_BETA_SIGNALING0.560Inavolisib— uncovered
HEDGEHOG_SIGNALING0.550Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.500Inavolisib— uncovered
UV_RESPONSE_DN0.500Inavolisib— uncovered
ANGIOGENESIS0.470Remibrutinib— uncovered
COAGULATION0.460Binimetinib— uncovered
KRAS_SIGNALING_UP0.450Inavolisib— uncovered
APICAL_JUNCTION0.420Inavolisib— uncovered
APICAL_SURFACE0.420Temsirolimus— uncovered
HYPOXIA0.380Idelalisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
MYOGENESIS0.370Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
NOTCH_SIGNALING0.350Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered