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

72c16603-1f6c-479c-8cf0-95d499f328be

9398325a-f02a-5f68-9c80-6688d8caeb4a

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
75

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_V2+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • CHOLESTEROL_HOMEOSTASIS+0.240
  • OXIDATIVE_PHOSPHORYLATION+0.190
  • BILE_ACID_METABOLISM+0.180
  • PEROXISOME+0.180
  • DNA_REPAIR+0.170
  • KRAS_SIGNALING_DN+0.160
  • XENOBIOTIC_METABOLISM+0.160
  • FATTY_ACID_METABOLISM+0.110

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.470
  • ANGIOGENESIS-0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • INTERFERON_GAMMA_RESPONSE-0.360
  • IL6_JAK_STAT3_SIGNALING-0.350
  • INFLAMMATORY_RESPONSE-0.350
  • PROTEIN_SECRETION-0.340
  • UV_RESPONSE_DN-0.340
  • ALLOGRAFT_REJECTION-0.330
  • APOPTOSIS-0.300

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
15cfccf66-7f7d-4385-96c8-8628a3cdbecb
colon-landscapes@1
0.858
2cc1c7e4b-89a0-4d94-b9e5-293c2eacadd9
melanoma-umap@29
0.849
3cf37eb41-0595-4a82-a65b-3058902a48d4
colon-landscapes@1
0.842
4124c158a-8435-4f81-b84e-89ccc4bb53f1
colon-landscapes@1
0.829
5SRR25043618
head-neck@1
0.828
6SJEPD001539_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.823
7a7d1fe23-5255-4daa-a6a9-fe2f67491323
colon-landscapes@1
0.823
8MNG662
mng-umap@100
0.819
9MDT-AP-1250
medullo-epn-umap@date-based
MedMedulloblastoma0.816
10SRR25043617
head-neck@1
0.815

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.320Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.240Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
MITOTIC_SPINDLE0.070Inavolisib— uncovered
UV_RESPONSE_UP0.060Idelalisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
APICAL_JUNCTION0.030Inavolisib— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered
MYC_TARGETS_V10.030Inavolisib— uncovered
MYOGENESIS0.030Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.030Inavolisib— uncovered