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

TCGA-XF-A8HG-01A-11R-A36F-07

59a1d126-7d36-53e7-a8d5-dbd7cb6ee16a

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
overall_survival_months
15.34165572
os_event
true
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

  • KRAS_SIGNALING_DN+0.290
  • PANCREAS_BETA_CELLS+0.250
  • SPERMATOGENESIS+0.220
  • BILE_ACID_METABOLISM+0.180
  • XENOBIOTIC_METABOLISM+0.100
  • PEROXISOME+0.060
  • ESTROGEN_RESPONSE_LATE+0.030
  • APICAL_SURFACE+0.020
  • ESTROGEN_RESPONSE_EARLY+0.000
  • CHOLESTEROL_HOMEOSTASIS-0.050

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.510
  • TGF_BETA_SIGNALING-0.510
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • IL6_JAK_STAT3_SIGNALING-0.470
  • MYC_TARGETS_V1-0.470
  • MITOTIC_SPINDLE-0.440
  • ALLOGRAFT_REJECTION-0.430
  • PI3K_AKT_MTOR_SIGNALING-0.430
  • G2M_CHECKPOINT-0.420

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.

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

#SampleCancer typeSubtypecos similarity
1MNG540
mng-umap@100
0.932
2BS_2XD3MNKD
brain-umap@2
Glial-neuronal tumor NOS0.928
3TCGA-E7-A7PW-01A-11R-A352-07
bladder-landscape@3
0.925
4BS_0Y66ZBWE
brain-umap@2
low-grade glioma0.924
5BS_0T17SY47
brain-umap@2
low-grade glioma0.912
6MNG761
mng-umap@100
0.912
7SRR1356036
brain-umap@2
GTEX0.911
8MNG700
mng-umap@100
0.911
9BS_QC3XCE6X
brain-umap@2
low-grade glioma0.911
10SRR1329334
brain-umap@2
GTEX0.911

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.290Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered
APICAL_SURFACE0.020Temsirolimus— uncovered