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

TCGA-39-5039-01A-01R-1443-07

· cohortSQ1

8b786d0f-ee61-570d-8736-dc3b915b4435

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
cohortSQ1
subtype
cohortSQ1
age_years
76

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.580
  • CHOLESTEROL_HOMEOSTASIS+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.510
  • ANGIOGENESIS+0.480
  • COAGULATION+0.480
  • OXIDATIVE_PHOSPHORYLATION+0.440
  • ADIPOGENESIS+0.430
  • FATTY_ACID_METABOLISM+0.420
  • HYPOXIA+0.420
  • P53_PATHWAY+0.420

Top 10 suppressed

  • G2M_CHECKPOINT-0.340
  • MITOTIC_SPINDLE-0.300
  • E2F_TARGETS-0.290
  • WNT_BETA_CATENIN_SIGNALING-0.260
  • HEDGEHOG_SIGNALING-0.140
  • SPERMATOGENESIS-0.080
  • KRAS_SIGNALING_DN-0.020
  • INTERFERON_ALPHA_RESPONSE+0.030
  • NOTCH_SIGNALING+0.040
  • INTERFERON_GAMMA_RESPONSE+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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_8RHPJ740
medullo-epn-umap@date-based
EPNEPN Tumor0.879
2BS_8RHPJ740
brain-umap@2
Ependymoma NOS0.877
317-026K4_Bladder
bladder-landscape@3
0.874
4MNG919
mng-umap@100
0.872
5SRR1347688
brain-umap@2
GTEX0.872
6EPT0508
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.871
7SRR1335688
brain-umap@2
GTEX0.868
8BS_M026T44Q
brain-umap@2
Meningioma0.868
9TCGA-BH-A0AY-01A-21R-A00Z-07
breast-umap@18
A0.867
104c075dfa-f213-4e97-9c4e-6aac7b8345c7
melanoma-umap@29
0.864

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.580Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.550Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.510Inavolisib— uncovered
ANGIOGENESIS0.480Remibrutinib— uncovered
COAGULATION0.480Binimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.440Remibrutinib— uncovered
ADIPOGENESIS0.430Inavolisib— uncovered
FATTY_ACID_METABOLISM0.420Inavolisib— uncovered
HYPOXIA0.420Idelalisib— uncovered
P53_PATHWAY0.420Idelalisib— uncovered
ANDROGEN_RESPONSE0.410Inavolisib— uncovered
APICAL_JUNCTION0.400Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.390Inavolisib— uncovered
KRAS_SIGNALING_UP0.360Inavolisib— uncovered
APOPTOSIS0.350Idelalisib— uncovered
GLYCOLYSIS0.350Inavolisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
MYOGENESIS0.350Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.340Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.330Inavolisib— uncovered