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

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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

  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.400
  • MYC_TARGETS_V1+0.400
  • DNA_REPAIR+0.300
  • MITOTIC_SPINDLE+0.300
  • PROTEIN_SECRETION+0.300
  • SPERMATOGENESIS+0.300
  • HEDGEHOG_SIGNALING+0.200
  • MYC_TARGETS_V2+0.200
  • PI3K_AKT_MTOR_SIGNALING+0.200

Top 10 suppressed

  • ANGIOGENESIS-0.300
  • FATTY_ACID_METABOLISM-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • ADIPOGENESIS-0.200
  • BILE_ACID_METABOLISM-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • ESTROGEN_RESPONSE_EARLY-0.200
  • IL2_STAT5_SIGNALING-0.200
  • KRAS_SIGNALING_DN-0.200
  • KRAS_SIGNALING_UP-0.200

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
163f6d3e9-3f4b-44fa-8e48-980c70b7e4f1
melanoma-umap@29
0.787
2MDT-AP-1146
medullo-epn-umap@date-based
MedMedulloblastoma0.778
30f095e03-de38-4be9-874c-c58893e031d9
colon-landscapes@1
0.759
4DRR168611
bladder-landscape@3
0.757
5SRR15069617
head-neck@1
0.753
6SRR934937
brain-umap@2
0.751
7TCGA-77-7138-01A-41R-2045-07
lung-landscapes@6
cohortSQ10.745
8TCGA-ZF-A9RN-01A-11R-A42T-07
bladder-landscape@3
0.742
9sclc239860_S81.txt
lung-landscapes@6
cohortSC0.741
10SRR22247243
lung-landscapes@6
cohortSC0.740

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered