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

TCGA-ZF-AA53-01A-11R-A39I-07

2b62af2b-253f-5cb0-b556-5b1ab93e6189

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
57.85151117
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

  • ALLOGRAFT_REJECTION+0.540
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • ANGIOGENESIS+0.520
  • INTERFERON_ALPHA_RESPONSE+0.520
  • INTERFERON_GAMMA_RESPONSE+0.500
  • INFLAMMATORY_RESPONSE+0.460
  • IL6_JAK_STAT3_SIGNALING+0.450
  • MTORC1_SIGNALING+0.410
  • PANCREAS_BETA_CELLS+0.410
  • TNFA_SIGNALING_VIA_NFKB+0.410

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.150
  • MITOTIC_SPINDLE-0.130
  • UV_RESPONSE_DN-0.070
  • BILE_ACID_METABOLISM+0.000
  • ESTROGEN_RESPONSE_EARLY+0.000
  • SPERMATOGENESIS+0.010
  • G2M_CHECKPOINT+0.050
  • KRAS_SIGNALING_DN+0.050
  • ANDROGEN_RESPONSE+0.060
  • FATTY_ACID_METABOLISM+0.070

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-38-4629-01A-02R-1206-07
lung-landscapes@6
cohortA10.933
20E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.924
3TCGA-FD-A5C1-01A-11R-A28M-07
bladder-landscape@3
0.922
4AE47BCDE-A2D2-43EF-8EC7-78E4D1817EEE
brain-umap@2
0.919
5BS_9HSGV9TJ
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.917
6TCGA-BH-A0DZ-01A-11R-A00Z-07
breast-umap@18
C0.915
7BS_M8WP5T16
brain-umap@2
low-grade glioma0.912
8MNG1029
mng-umap@100
0.912
9SRR1313165
breast-umap@18
E0.911
10MDT-AP-2149
medullo-epn-umap@date-based
MedMedulloblastoma0.905

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.540Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
ANGIOGENESIS0.520Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
MTORC1_SIGNALING0.410Inavolisib— uncovered
PANCREAS_BETA_CELLS0.410Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.410Inavolisib— uncovered
COAGULATION0.380Binimetinib— uncovered
COMPLEMENT0.380Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
HYPOXIA0.350Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
APOPTOSIS0.320Idelalisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.290Inavolisib— uncovered