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

TCGA-49-AARO-01A-12R-A41B-07

· cohortA1

52b6d125-8c94-526a-a39f-4eda02aa5bf9

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
39

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+0.430
  • ANGIOGENESIS+0.400
  • COAGULATION+0.380
  • IL6_JAK_STAT3_SIGNALING+0.370
  • ALLOGRAFT_REJECTION+0.350
  • INFLAMMATORY_RESPONSE+0.330
  • KRAS_SIGNALING_UP+0.320
  • MYOGENESIS+0.320
  • APICAL_JUNCTION+0.300
  • INTERFERON_GAMMA_RESPONSE+0.290

Top 10 suppressed

  • MYC_TARGETS_V1-0.650
  • MYC_TARGETS_V2-0.600
  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.550
  • OXIDATIVE_PHOSPHORYLATION-0.550
  • PROTEIN_SECRETION-0.550
  • UNFOLDED_PROTEIN_RESPONSE-0.510
  • MTORC1_SIGNALING-0.490
  • DNA_REPAIR-0.450
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400

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
1SRR6013478
lung-landscapes@6
cohortMD20.949
2TCGA-DK-AA6S-01A-21R-A39I-07
bladder-landscape@3
0.940
3SRR8392886
lung-landscapes@6
cohortA10.939
4SRR26320079
bladder-landscape@3
0.932
5TCGA-99-AA5R-01A-11R-A39D-07
lung-landscapes@6
cohortA10.932
6TCGA-98-A53H-01A-12R-A262-07
lung-landscapes@6
cohortA10.931
7BS_2SHWPB5P
brain-umap@2
ganglioneuroblastoma0.929
8SRR1362464
brain-umap@2
GTEX0.929
9MNG809
mng-umap@100
0.928
10SRR1429957
brain-umap@2
GTEX0.927

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
COAGULATION0.380Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
ALLOGRAFT_REJECTION0.350Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.330Idelalisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
MYOGENESIS0.320Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
COMPLEMENT0.280Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.270Inavolisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
HYPOXIA0.150Idelalisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.080Inavolisib— uncovered