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

MNG679

4e058992-86c2-5dfe-83f4-c64421e916ab

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PEROXISOME+0.236
  • PROTEIN_SECRETION+0.236
  • UNFOLDED_PROTEIN_RESPONSE+0.232
  • BILE_ACID_METABOLISM+0.208
  • MITOTIC_SPINDLE+0.170
  • MYC_TARGETS_V2+0.133
  • ADIPOGENESIS+0.084
  • DNA_REPAIR+0.082
  • XENOBIOTIC_METABOLISM+0.082
  • E2F_TARGETS+0.077

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.563
  • ANGIOGENESIS-0.488
  • INFLAMMATORY_RESPONSE-0.421
  • IL6_JAK_STAT3_SIGNALING-0.401
  • KRAS_SIGNALING_UP-0.338
  • ALLOGRAFT_REJECTION-0.331
  • APOPTOSIS-0.315
  • NOTCH_SIGNALING-0.304
  • IL2_STAT5_SIGNALING-0.284
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.259

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-G2-A3VY-01A-11R-A22U-07
bladder-landscape@3
0.832
2SRR655864
brain-umap@2
GTEX0.814
3SRR661290
brain-umap@2
GTEX0.801
4SRR662871
brain-umap@2
GTEX0.799
5MDT-AP-0135
medullo-epn-umap@date-based
MedMedulloblastoma0.798
6TCGA-GV-A3JW-01A-11R-A20F-07
bladder-landscape@3
0.790
7TCGA-E9-A1R7-01A-11R-A14M-07
breast-umap@18
B0.790
8SRR1080927
brain-umap@2
GTEX0.785
9SRR657325
brain-umap@2
GTEX0.784
10SRR664819
brain-umap@2
GTEX0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PEROXISOME0.236Idelalisib— uncovered
PROTEIN_SECRETION0.236Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.232Idelalisib— uncovered
BILE_ACID_METABOLISM0.208Inavolisib— uncovered
MITOTIC_SPINDLE0.170Inavolisib— uncovered
MYC_TARGETS_V20.133Idelalisib— uncovered
ADIPOGENESIS0.084Inavolisib— uncovered
DNA_REPAIR0.082Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.082Inavolisib— uncovered
E2F_TARGETS0.077Inavolisib— uncovered
ANDROGEN_RESPONSE0.072Inavolisib— uncovered
MYOGENESIS0.062Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
G2M_CHECKPOINT0.037Inavolisib— uncovered
SPERMATOGENESIS0.028Inavolisib— uncovered
UV_RESPONSE_DN0.025Inavolisib— uncovered
HEME_METABOLISM0.013Temsirolimus— uncovered