Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG703

05fc891a-243b-56ce-97ef-20a32385d267

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

  • HYPOXIA+0.248
  • GLYCOLYSIS+0.150
  • BILE_ACID_METABOLISM+0.148
  • KRAS_SIGNALING_DN+0.137
  • ESTROGEN_RESPONSE_EARLY+0.072
  • MYOGENESIS+0.040
  • ESTROGEN_RESPONSE_LATE+0.005
  • HEDGEHOG_SIGNALING-0.006
  • HEME_METABOLISM-0.017
  • WNT_BETA_CATENIN_SIGNALING-0.025

Top 10 suppressed

  • E2F_TARGETS-0.490
  • INTERFERON_ALPHA_RESPONSE-0.439
  • G2M_CHECKPOINT-0.437
  • OXIDATIVE_PHOSPHORYLATION-0.424
  • MYC_TARGETS_V1-0.415
  • IL6_JAK_STAT3_SIGNALING-0.394
  • INFLAMMATORY_RESPONSE-0.392
  • ALLOGRAFT_REJECTION-0.377
  • INTERFERON_GAMMA_RESPONSE-0.377
  • MYC_TARGETS_V2-0.370

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
1TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.851
2MDT-AP-0029
medullo-epn-umap@date-based
MedMedulloblastoma0.848
3SRR1516067
bladder-landscape@3
0.842
4BS_90B22NGP
brain-umap@2
ATRT0.841
58ef24f8e-03c4-4db0-a136-7381346e9836
melanoma-umap@29
0.840
6SRR1313097
breast-umap@18
A0.836
7BS_0Y66ZBWE
brain-umap@2
low-grade glioma0.833
8MDT-AP-1261
medullo-epn-umap@date-based
MedMedulloblastoma0.832
9TCGA-J2-A4AD-01A-11R-A24H-07
lung-landscapes@6
cohortA10.830
10SRR1379562
brain-umap@2
GTEX0.822

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HYPOXIA0.248Idelalisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
BILE_ACID_METABOLISM0.148Inavolisib— uncovered
KRAS_SIGNALING_DN0.137Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.072Inavolisib— uncovered
MYOGENESIS0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.005Idelalisib— uncovered