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

TCGA-91-6831-01A-11R-1858-07

· cohortA3

2dc08d5e-2ecf-5980-8c4a-3ca5f5cc1350

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
cohortA3
subtype
cohortA3
age_years
66

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.530
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V1+0.420
  • MYC_TARGETS_V2+0.390
  • OXIDATIVE_PHOSPHORYLATION+0.370
  • UNFOLDED_PROTEIN_RESPONSE+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • MITOTIC_SPINDLE+0.290
  • TGF_BETA_SIGNALING+0.270
  • DNA_REPAIR+0.250

Top 10 suppressed

  • P53_PATHWAY-0.340
  • APICAL_SURFACE-0.320
  • KRAS_SIGNALING_DN-0.310
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • XENOBIOTIC_METABOLISM-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.280
  • INTERFERON_ALPHA_RESPONSE-0.240
  • HEDGEHOG_SIGNALING-0.210
  • IL2_STAT5_SIGNALING-0.210
  • IL6_JAK_STAT3_SIGNALING-0.200

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C6A16A8F-0AB7-42E9-A068-15EECF2912D3
brain-umap@2
0.839
2TCGA-85-6560-01A-11R-1820-07
lung-landscapes@6
cohortMD10.833
3BS_V72H4RQS
brain-umap@2
medulloblastoma0.822
4MDT-AP-0164
medullo-epn-umap@date-based
MedMedulloblastoma0.815
5SRR934990
brain-umap@2
0.813
6MNG1194
mng-umap@100
0.812
7SJEPD030795_D3.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.807
8BS_R5SNFB5B
brain-umap@2
high-grade glioma0.806
9MNG1168
mng-umap@100
0.804
10TCGA-XF-AAN7-01A-11R-A42T-07
bladder-landscape@3
0.800

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.530Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.370Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.310Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
TGF_BETA_SIGNALING0.270Inavolisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
SPERMATOGENESIS0.250Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
PROTEIN_SECRETION0.060Remibrutinib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered
UV_RESPONSE_DN0.020Inavolisib— uncovered