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

57901dc3-9b2f-4271-8dd9-8fc0121d6971

cdc4484f-b083-52d0-8e6e-24fba955f344

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
66.6666666666667

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.620
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.420
  • DNA_REPAIR+0.360
  • MYC_TARGETS_V1+0.360
  • FATTY_ACID_METABOLISM+0.350
  • XENOBIOTIC_METABOLISM+0.270
  • ALLOGRAFT_REJECTION+0.250
  • MTORC1_SIGNALING+0.250
  • MYC_TARGETS_V2+0.250
  • GLYCOLYSIS+0.240

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.520
  • WNT_BETA_CATENIN_SIGNALING-0.500
  • MITOTIC_SPINDLE-0.450
  • APICAL_SURFACE-0.350
  • UV_RESPONSE_DN-0.330
  • MYOGENESIS-0.280
  • ANGIOGENESIS-0.270
  • G2M_CHECKPOINT-0.270
  • KRAS_SIGNALING_DN-0.270
  • APICAL_JUNCTION-0.240

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR27320676
colon-landscapes@1
0.880
22ad90ba0-8038-4bad-afa3-d176f63b42f0
colon-landscapes@1
0.875
3TCGA-49-4488-01A-01R-1755-07
lung-landscapes@6
cohortA10.858
46f2c5313-1c83-46c7-a15c-5b9526c1763b
colon-landscapes@1
0.854
594a92a4a-6c40-40c4-913d-0cdba8cb5892
colon-landscapes@1
0.815
6TCGA-05-5428-01A-01R-1628-07
lung-landscapes@6
cohortA10.804
7TCGA-38-4631-01A-01R-1755-07
lung-landscapes@6
cohortA40.803
8e0464181-da72-4a14-9039-a396843c39f2
colon-landscapes@1
0.799
910013d81-e167-4aa0-b548-5bb359ed403a
colon-landscapes@1
0.797
10SRR9879275
lung-landscapes@6
cohortA10.790

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.620Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.420Inavolisib— uncovered
DNA_REPAIR0.360Idelalisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
FATTY_ACID_METABOLISM0.350Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.270Inavolisib— uncovered
ALLOGRAFT_REJECTION0.250Idelalisib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.210Inavolisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
PROTEIN_SECRETION0.150Remibrutinib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.140Idelalisib— uncovered
E2F_TARGETS0.130Inavolisib— uncovered