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

74f8dc07-b42e-46a4-954f-a36d7bf664d3

981d2ee1-691d-5fc3-bb57-80fd0f151421

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
age_years
68

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.360
  • G2M_CHECKPOINT+0.260
  • E2F_TARGETS+0.250
  • OXIDATIVE_PHOSPHORYLATION+0.220
  • MYC_TARGETS_V2+0.210
  • PROTEIN_SECRETION+0.160
  • DNA_REPAIR+0.130
  • MITOTIC_SPINDLE+0.120
  • PI3K_AKT_MTOR_SIGNALING+0.110
  • GLYCOLYSIS+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.470
  • INFLAMMATORY_RESPONSE-0.450
  • IL6_JAK_STAT3_SIGNALING-0.440
  • APICAL_SURFACE-0.360
  • COMPLEMENT-0.350
  • MYOGENESIS-0.280
  • KRAS_SIGNALING_UP-0.270

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR26320084
bladder-landscape@3
0.932
2SRR8943005
bladder-landscape@3
0.914
3TCGA-22-A5C4-01A-12R-A27Q-07
lung-landscapes@6
cohortSQ10.909
4SRR1797243
lung-landscapes@6
cohortSC0.907
5SRR13780247
lung-landscapes@6
cohortMD10.892
6SRR8518240
breast-umap@18
E0.888
7TCGA-AN-A04D-01A-21R-A034-07
breast-umap@18
E0.887
8SRR5088887
melanoma-umap@29
0.885
9BS_1HQ76V6D
brain-umap@2
Embryonal tumors0.883
10BS_JFB984RG
brain-umap@2
medulloblastoma0.883

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
MYC_TARGETS_V10.360Inavolisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.220Remibrutinib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
PROTEIN_SECRETION0.160Remibrutinib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.070Idelalisib— uncovered
NOTCH_SIGNALING0.060Inavolisib— uncovered
MTORC1_SIGNALING0.030Inavolisib— uncovered
HEME_METABOLISM0.020Temsirolimus— uncovered
SPERMATOGENESIS0.020Inavolisib— uncovered
HYPOXIA0.010Idelalisib— uncovered