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

DRR168546

8328dea0-82ba-5e24-b90b-d6b5a0fa85bb

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
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

  • PANCREAS_BETA_CELLS+0.580
  • INTERFERON_ALPHA_RESPONSE+0.360
  • HEDGEHOG_SIGNALING+0.320
  • KRAS_SIGNALING_DN+0.280
  • INTERFERON_GAMMA_RESPONSE+0.260
  • SPERMATOGENESIS+0.180
  • TNFA_SIGNALING_VIA_NFKB+0.170
  • HYPOXIA+0.160
  • IL6_JAK_STAT3_SIGNALING+0.150
  • ALLOGRAFT_REJECTION+0.130

Top 10 suppressed

  • E2F_TARGETS-0.400
  • G2M_CHECKPOINT-0.330
  • PROTEIN_SECRETION-0.310
  • DNA_REPAIR-0.250
  • MITOTIC_SPINDLE-0.210
  • MYC_TARGETS_V1-0.200
  • APOPTOSIS-0.180
  • UV_RESPONSE_DN-0.170
  • ANGIOGENESIS-0.160
  • PI3K_AKT_MTOR_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1SJEPD040_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.734
2TCGA-BH-A2L8-01A-11R-A18M-07
breast-umap@18
A0.709
3MNG1161
mng-umap@100
0.707
4BS_B1HVNV0T
brain-umap@2
ATRT0.705
5SRR12202413
bladder-landscape@3
0.702
6SJEPD001542_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.698
7TCGA-GD-A76B-01A-11R-A32O-07
bladder-landscape@3
0.698
8MNG428
mng-umap@100
0.696
9MNG279
mng-umap@100
0.694
10SRR13780258
lung-landscapes@6
cohortMD20.693

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.580Cobimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.360Inavolisib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
KRAS_SIGNALING_DN0.280Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.170Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.150Inavolisib— uncovered
ALLOGRAFT_REJECTION0.130Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.130Idelalisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
MYC_TARGETS_V20.090Idelalisib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
FATTY_ACID_METABOLISM0.050Inavolisib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
MYOGENESIS0.030Inavolisib— uncovered