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

b320695d.4881.4d6a.b284.847cd248be24

· cohortA1

11c40b27-56fa-5294-b387-cffb0890c811

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
cohortA1
subtype
cohortA1
age_years
71

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • PEROXISOME+0.180
  • DNA_REPAIR+0.160
  • MYC_TARGETS_V1+0.160
  • FATTY_ACID_METABOLISM+0.150
  • ADIPOGENESIS+0.100
  • XENOBIOTIC_METABOLISM+0.100
  • GLYCOLYSIS+0.070
  • E2F_TARGETS+0.040

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.570
  • INFLAMMATORY_RESPONSE-0.480
  • IL6_JAK_STAT3_SIGNALING-0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.380
  • ALLOGRAFT_REJECTION-0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • HEDGEHOG_SIGNALING-0.310
  • KRAS_SIGNALING_UP-0.310
  • PANCREAS_BETA_CELLS-0.310
  • HYPOXIA-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD031078_D2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.862
2877f3bcc-97ea-4b0e-9f61-98a9eaedd952
melanoma-umap@29
0.847
3SRR8943016
bladder-landscape@3
0.845
4BS_3F4FQJMR
brain-umap@2
Supratentorial Ependymoma0.841
5BS_SDCNP7MW
brain-umap@2
Ependymoma NOS0.841
6C3N-03073
lung-landscapes@6
cohortA10.839
7SRR33346942
bladder-landscape@3
0.838
8df4e44f9-ee22-43d3-911e-fd4bd826ec0c
colon-landscapes@1
0.837
9MNG37
mng-umap@100
0.824
10SRR5088889
melanoma-umap@29
0.822

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.360Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
PEROXISOME0.180Idelalisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
MYC_TARGETS_V10.160Inavolisib— uncovered
FATTY_ACID_METABOLISM0.150Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
E2F_TARGETS0.040Inavolisib— uncovered
BILE_ACID_METABOLISM0.030Inavolisib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.010Inavolisib— uncovered