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

fcb06f2b-bc4d-406d-82c3-76802c77a75b

71f70393-b429-5830-ac29-6b81872742c1

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
78

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+0.560
  • MYC_TARGETS_V1+0.420
  • OXIDATIVE_PHOSPHORYLATION+0.380
  • UNFOLDED_PROTEIN_RESPONSE+0.330
  • MTORC1_SIGNALING+0.320
  • FATTY_ACID_METABOLISM+0.300
  • XENOBIOTIC_METABOLISM+0.250
  • DNA_REPAIR+0.240
  • PANCREAS_BETA_CELLS+0.230
  • ADIPOGENESIS+0.220

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.420
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • ALLOGRAFT_REJECTION-0.310
  • INFLAMMATORY_RESPONSE-0.240
  • KRAS_SIGNALING_UP-0.230
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.220
  • UV_RESPONSE_DN-0.220
  • COMPLEMENT-0.140
  • IL6_JAK_STAT3_SIGNALING-0.140

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
1SRR12475158
colon-landscapes@1
0.818
2R277
bladder-landscape@3
0.812
3X265fd2ee.a8d9.4142.bf96.86a40f37234e
lung-landscapes@6
cohortA20.802
4a2f13560-4d23-4ef8-8c69-a5b6279d5b21
colon-landscapes@1
0.799
5MDT-AP-0580
medullo-epn-umap@date-based
MedMedulloblastoma0.797
6TCGA-22-5491-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.790
7SRR8518383
breast-umap@18
E0.788
8TCGA-CN-4730-01A-01R-1436-07
head-neck@1
0.786
9C3N-01024
lung-landscapes@6
cohortA10.784
10ERR2208967
melanoma-umap@29
0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.560Idelalisib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.380Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.330Idelalisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
UV_RESPONSE_UP0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.180Idelalisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
PEROXISOME0.110Idelalisib— uncovered
E2F_TARGETS0.090Inavolisib— uncovered
PROTEIN_SECRETION0.070Remibrutinib— uncovered