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

TCGA-98-A53D-01A-32R-A262-07

· cohortMD2

76568783-832e-532e-87a9-fe19c63f1eb1

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
cohortMD2
subtype
cohortMD2
age_years
68

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.620
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.560
  • ANGIOGENESIS+0.530
  • COAGULATION+0.520
  • INFLAMMATORY_RESPONSE+0.500
  • IL6_JAK_STAT3_SIGNALING+0.480
  • MYOGENESIS+0.430
  • KRAS_SIGNALING_UP+0.410
  • IL2_STAT5_SIGNALING+0.390
  • ALLOGRAFT_REJECTION+0.380

Top 10 suppressed

  • E2F_TARGETS-0.690
  • OXIDATIVE_PHOSPHORYLATION-0.570
  • G2M_CHECKPOINT-0.550
  • MYC_TARGETS_V1-0.550
  • MTORC1_SIGNALING-0.470
  • DNA_REPAIR-0.460
  • PROTEIN_SECRETION-0.420
  • GLYCOLYSIS-0.400
  • MITOTIC_SPINDLE-0.280
  • PEROXISOME-0.280

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
1SRR6013539
lung-landscapes@6
cohortMD20.948
2TCGA-ZF-AA5P-01A-11R-A39I-07
bladder-landscape@3
0.937
3TCGA-4Z-AA7N-01A-11R-A39I-07
bladder-landscape@3
0.936
4TCGA-LL-A440-01A-11R-A24H-07
breast-umap@18
A0.933
5TCGA-XX-A899-01A-11R-A36F-07
breast-umap@18
A0.922
6TCGA-CN-4728-01A-01R-1436-07
head-neck@1
0.920
7SRR8942976
bladder-landscape@3
0.917
8C3N-02237
lung-landscapes@6
cohortA10.915
9TCGA-56-A4ZJ-01A-11R-A262-07
lung-landscapes@6
cohortSQ10.914
10TCGA-XF-AAME-01A-12R-A42T-07
bladder-landscape@3
0.913

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.620Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
ANGIOGENESIS0.530Remibrutinib— uncovered
COAGULATION0.520Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
MYOGENESIS0.430Inavolisib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.390Idelalisib— uncovered
ALLOGRAFT_REJECTION0.380Idelalisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
UV_RESPONSE_DN0.330Inavolisib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
ANDROGEN_RESPONSE0.160Inavolisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
APOPTOSIS0.160Idelalisib— uncovered