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

TCGA-ZF-A9RF-01A-11R-A38B-07

3d373551-6b97-5d91-9a8d-960153764574

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
64.02759527
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+0.580
  • G2M_CHECKPOINT+0.490
  • ALLOGRAFT_REJECTION+0.460
  • MYC_TARGETS_V1+0.460
  • MYC_TARGETS_V2+0.400
  • INTERFERON_GAMMA_RESPONSE+0.370
  • INTERFERON_ALPHA_RESPONSE+0.350
  • DNA_REPAIR+0.340
  • IL6_JAK_STAT3_SIGNALING+0.330
  • UNFOLDED_PROTEIN_RESPONSE+0.320

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.460
  • MYOGENESIS-0.320
  • APICAL_SURFACE-0.310
  • KRAS_SIGNALING_DN-0.310
  • NOTCH_SIGNALING-0.310
  • ESTROGEN_RESPONSE_EARLY-0.250
  • ESTROGEN_RESPONSE_LATE-0.220
  • P53_PATHWAY-0.220
  • WNT_BETA_CATENIN_SIGNALING-0.190
  • APICAL_JUNCTION-0.150

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C3N-00203
lung-landscapes@6
cohortA10.874
2TCGA-52-7812-01A-11R-2125-07
lung-landscapes@6
cohortA10.873
3e8381a92.5379.4ece.8414.230d0f0026e1
lung-landscapes@6
cohortA10.862
4TCGA-38-4625-01A-01R-1206-07
lung-landscapes@6
cohortA10.854
59a1be9ca-1641-4eac-beb9-3b54ec277a7c
colon-landscapes@1
0.850
6TCGA-AN-A0AJ-01A-11R-A00Z-07
breast-umap@18
C0.850
7TCGA-FD-A3B6-01A-21R-A20F-07
bladder-landscape@3
0.847
8X29cb9797.16bb.49a5.bb14.fd9e9d48bbb4
lung-landscapes@6
cohortA10.842
9TCGA-AR-A1AI-01A-11R-A12P-07
breast-umap@18
E0.840
10TCGA-C8-A1HM-01A-12R-A137-07
breast-umap@18
C0.839

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.580Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.330Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.280Inavolisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.210Remibrutinib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.160Idelalisib— uncovered
PROTEIN_SECRETION0.150Remibrutinib— uncovered
COMPLEMENT0.130Inavolisib— uncovered
HEME_METABOLISM0.130Temsirolimus— uncovered