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

TCGA-E7-A7DU-01A-11R-A32O-07

47c452b0-d743-563c-b8e2-ad022cf28c8a

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
0.919842313
os_event
false
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+0.190
  • INTERFERON_ALPHA_RESPONSE+0.130
  • CHOLESTEROL_HOMEOSTASIS+0.110
  • BILE_ACID_METABOLISM+0.070
  • ESTROGEN_RESPONSE_EARLY+0.070
  • ESTROGEN_RESPONSE_LATE+0.040
  • APICAL_SURFACE+0.020
  • OXIDATIVE_PHOSPHORYLATION+0.010
  • COAGULATION+0.000
  • NOTCH_SIGNALING-0.010

Top 10 suppressed

  • E2F_TARGETS-0.470
  • G2M_CHECKPOINT-0.460
  • PROTEIN_SECRETION-0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • INFLAMMATORY_RESPONSE-0.430
  • ANGIOGENESIS-0.400
  • MITOTIC_SPINDLE-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.380
  • ALLOGRAFT_REJECTION-0.360
  • IL6_JAK_STAT3_SIGNALING-0.360

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
1TCGA-CF-A5U8-01A-11R-A28M-07
bladder-landscape@3
0.874
2TCGA-FD-A43X-01A-11R-A23W-07
bladder-landscape@3
0.865
3SJEPD001520_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.863
4308a5759-8930-433f-8d11-4c3da6ed0e29
colon-landscapes@1
0.860
5SJEPD007_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.859
6d2c9b21d-0f64-4182-9d5d-82b80a158a1f
melanoma-umap@29
0.855
7SRR12202498
bladder-landscape@3
0.846
8R88
bladder-landscape@3
0.844
9SRR650137
bladder-landscape@3
0.842
10SRR1319837
brain-umap@2
GTEX0.840

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_DN0.190Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.130Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.110Remibrutinib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered
APICAL_SURFACE0.020Temsirolimus— uncovered
OXIDATIVE_PHOSPHORYLATION0.010Remibrutinib— uncovered