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

004064de-0e10-491d-b3d8-bc628a8f70a8

66b2f848-75a1-500a-a376-7bbb48c8144a

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+0.600
  • MYC_TARGETS_V1+0.600
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V2+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • DNA_REPAIR+0.300
  • MITOTIC_SPINDLE+0.300
  • MTORC1_SIGNALING+0.300
  • PI3K_AKT_MTOR_SIGNALING+0.300

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ANGIOGENESIS-0.400
  • APICAL_SURFACE-0.400
  • COAGULATION-0.400
  • COMPLEMENT-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400

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
1SRR5088859
melanoma-umap@29
0.940
2ERR2598206
medullo-epn-umap@date-based
fetalfetal0.919
3TCGA-DK-A3X2-01A-11R-A22U-07
bladder-landscape@3
0.917
4TCGA-XF-A9ST-01A-11R-A42T-07
bladder-landscape@3
0.914
5TCGA-85-8070-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.911
6SRR12202462
bladder-landscape@3
0.909
7SAMN03290931
melanoma-umap@29
0.909
8176e93be-1ae5-43f2-a0b5-17f31695e679
melanoma-umap@29
0.908
9TCGA-GC-A4ZW-01A-11R-A26T-07
bladder-landscape@3
0.905
10TCGA-60-2711-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.600Inavolisib— uncovered
MYC_TARGETS_V10.600Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V20.500Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.300Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered