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

DRR168539

e2df4714-d133-5ed1-9c95-a294df6dfbce

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
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.400
  • MYC_TARGETS_V2+0.390
  • TGF_BETA_SIGNALING+0.360
  • E2F_TARGETS+0.150
  • GLYCOLYSIS+0.070
  • DNA_REPAIR+0.050
  • G2M_CHECKPOINT+0.050
  • UV_RESPONSE_UP+0.050
  • MYOGENESIS+0.020
  • MITOTIC_SPINDLE+0.000

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.530
  • ALLOGRAFT_REJECTION-0.480
  • IL6_JAK_STAT3_SIGNALING-0.450
  • INFLAMMATORY_RESPONSE-0.360
  • COMPLEMENT-0.340
  • HEDGEHOG_SIGNALING-0.320
  • KRAS_SIGNALING_UP-0.300
  • PROTEIN_SECRETION-0.300
  • COAGULATION-0.280

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MDT-AP-1199
medullo-epn-umap@date-based
MedMedulloblastoma0.835
288306
medullo-epn-umap@date-based
EPNSupratentorial EPN0.823
3SRR11296886
colon-landscapes@1
0.822
4MDT-AP-0514
medullo-epn-umap@date-based
MedMedulloblastoma0.805
5b68594bb-fca3-4f05-a9fa-1e6e88eb4fc5
colon-landscapes@1
0.802
6TCGA-BH-A1FL-01A-11R-A13Q-07
breast-umap@18
B0.798
7MDT-AP-0360
medullo-epn-umap@date-based
MedMedulloblastoma0.796
8SRR8518365
breast-umap@18
E0.796
9BS_VAAHBH60
brain-umap@2
Supratentorial Ependymoma0.788
10SRR8943005
bladder-landscape@3
0.787

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.400Inavolisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
TGF_BETA_SIGNALING0.360Inavolisib— uncovered
E2F_TARGETS0.150Inavolisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
G2M_CHECKPOINT0.050Inavolisib— uncovered
UV_RESPONSE_UP0.050Idelalisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered