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

TCGA-GV-A3JZ-01A-11R-A21D-07

5c55f2fc-644c-501a-bd62-cb9b7c8e2cb0

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
19.80946124
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

  • E2F_TARGETS+0.390
  • PANCREAS_BETA_CELLS+0.370
  • G2M_CHECKPOINT+0.360
  • MYC_TARGETS_V1+0.240
  • MYC_TARGETS_V2+0.230
  • SPERMATOGENESIS+0.230
  • ANGIOGENESIS+0.220
  • MTORC1_SIGNALING+0.220
  • MITOTIC_SPINDLE+0.210
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.090

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.460
  • P53_PATHWAY-0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • ALLOGRAFT_REJECTION-0.300
  • INFLAMMATORY_RESPONSE-0.290
  • APICAL_SURFACE-0.270
  • APOPTOSIS-0.250
  • IL6_JAK_STAT3_SIGNALING-0.240

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
1MNG592
mng-umap@100
0.884
2BS_AHEFXG7W
brain-umap@2
medulloblastoma0.871
3SRR15069603
head-neck@1
0.855
4BS_1AYRM596
brain-umap@2
medulloblastoma0.855
5BS_FKDQJJB5
brain-umap@2
medulloblastoma0.854
6DRR168561
bladder-landscape@3
0.845
7BS_81SP2HX4
brain-umap@2
medulloblastoma0.845
8SAMN03290918
melanoma-umap@29
0.845
90edf46a2-3dfb-4bae-b642-281e05975bd1
melanoma-umap@29
0.842
10MNG737
mng-umap@100
0.842

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.390Inavolisib— uncovered
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
G2M_CHECKPOINT0.360Inavolisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
MYC_TARGETS_V20.230Idelalisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.090Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered
PROTEIN_SECRETION0.050Remibrutinib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered