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

TCGA-CV-7245-01A-11R-2016-07

00956539-d506-5951-9a29-96e655e925c8

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

  • G2M_CHECKPOINT+0.400
  • TGF_BETA_SIGNALING+0.400
  • MYC_TARGETS_V2+0.390
  • HEDGEHOG_SIGNALING+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • E2F_TARGETS+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • MYC_TARGETS_V1+0.300
  • MTORC1_SIGNALING+0.290
  • UV_RESPONSE_DN+0.290

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.410
  • INTERFERON_GAMMA_RESPONSE-0.310
  • ALLOGRAFT_REJECTION-0.280
  • COMPLEMENT-0.180
  • BILE_ACID_METABOLISM-0.140
  • IL6_JAK_STAT3_SIGNALING-0.140
  • KRAS_SIGNALING_UP-0.140
  • OXIDATIVE_PHOSPHORYLATION-0.130
  • APICAL_SURFACE-0.100
  • ADIPOGENESIS-0.090

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
1ERR2598197
medullo-epn-umap@date-based
fetalfetal0.817
2TCGA-56-7582-01A-11R-2045-07
lung-landscapes@6
cohortSQ20.815
3MNG1297
mng-umap@100
0.786
4SRR1313118
breast-umap@18
B0.781
5TCGA-56-7222-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.778
6MDT-AP-0007
medullo-epn-umap@date-based
MedMedulloblastoma0.777
7ERR2598184
medullo-epn-umap@date-based
fetalfetal0.768
8TCGA-E2-A1LL-01A-11R-A144-07
breast-umap@18
C0.764
9C3N-03662
lung-landscapes@6
cohortSQ20.762
10TCGA-43-A474-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.761

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.400Inavolisib— uncovered
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
HEDGEHOG_SIGNALING0.380Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.280Idelalisib— uncovered
MITOTIC_SPINDLE0.280Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
P53_PATHWAY0.240Idelalisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
HYPOXIA0.180Idelalisib— uncovered