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

3e94d9d5-8c59-4366-babb-193bdc57d661

1831c044-a636-51c9-99a2-7b506bc960dc

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
  • MYC_TARGETS_V1+0.400
  • MYC_TARGETS_V2+0.400
  • ANGIOGENESIS+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • G2M_CHECKPOINT+0.300
  • TNFA_SIGNALING_VIA_NFKB+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • DNA_REPAIR+0.200
  • GLYCOLYSIS+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.400
  • ALLOGRAFT_REJECTION-0.300
  • BILE_ACID_METABOLISM-0.300
  • COMPLEMENT-0.200
  • ESTROGEN_RESPONSE_EARLY-0.200
  • FATTY_ACID_METABOLISM-0.200
  • HEME_METABOLISM-0.200
  • KRAS_SIGNALING_DN-0.200
  • PEROXISOME-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.

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

#SampleCancer typeSubtypecos similarity
1SRR5088878
melanoma-umap@29
0.818
2MNG732
mng-umap@100
0.795
35572a203-73b9-4a85-b47d-af228abca5b1
melanoma-umap@29
0.792
4SRR8613735
breast-umap@18
E0.787
5TCGA-D8-A27F-01A-11R-A16F-07
breast-umap@18
E0.773
6350f38a2-e597-494a-a387-975814453726
melanoma-umap@29
0.770
7MNG495
mng-umap@100
0.770
8MDT-AP-0399
medullo-epn-umap@date-based
MedMedulloblastoma0.766
9SRR12202460
bladder-landscape@3
0.765
10TCGA-OR-A5KZ-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.764

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered