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

TCGA-D8-A3Z6-01A-11R-A239-07

· A

0af58016-cd18-53a0-b098-14c887a6d2e2

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
A
subtype
A
overall_survival_months
19

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • ANGIOGENESIS+0.370
  • WNT_BETA_CATENIN_SIGNALING+0.360
  • NOTCH_SIGNALING+0.350
  • MYOGENESIS+0.280
  • HEDGEHOG_SIGNALING+0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.260
  • ESTROGEN_RESPONSE_EARLY+0.240
  • FATTY_ACID_METABOLISM+0.200
  • P53_PATHWAY+0.190
  • ESTROGEN_RESPONSE_LATE+0.170

Top 10 suppressed

  • E2F_TARGETS-0.620
  • G2M_CHECKPOINT-0.540
  • MYC_TARGETS_V1-0.490
  • ALLOGRAFT_REJECTION-0.470
  • SPERMATOGENESIS-0.310
  • INFLAMMATORY_RESPONSE-0.300
  • INTERFERON_GAMMA_RESPONSE-0.270
  • MITOTIC_SPINDLE-0.270
  • IL6_JAK_STAT3_SIGNALING-0.260
  • MTORC1_SIGNALING-0.260

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
1TCGA-73-4675-01A-01R-1206-07
lung-landscapes@6
cohortA20.818
2SRR8518125
breast-umap@18
F0.809
31e82995c-f318-4225-96d4-f1e98bcbf60b
colon-landscapes@1
0.803
4s0095179
melanoma-umap@29
0.802
53698f158-b7ab-4ad0-9064-ee1269a17821
colon-landscapes@1
0.799
6TCGA-IQ-7631-01A-11R-2081-07
head-neck@1
0.788
7SRR35579814
breast-umap@18
A0.782
8ac271c9e-4219-4880-ad89-0df6d5df0bb4
colon-landscapes@1
0.771
9MBCProject_3672_T1_RNA
breast-umap@18
B0.769
10SRR2661579
melanoma-umap@29
0.758

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.370Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.360Inavolisib— uncovered
NOTCH_SIGNALING0.350Inavolisib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
HEDGEHOG_SIGNALING0.270Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
P53_PATHWAY0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
COAGULATION0.150Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered
HYPOXIA0.040Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.030Inavolisib— uncovered