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

20ca78ce-1972-4f55-81f2-22683da33c66

3b5061d9-2323-5a5b-84c8-7bd1b82622db

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
59.3620807665982

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • G2M_CHECKPOINT+0.470
  • MITOTIC_SPINDLE+0.400
  • E2F_TARGETS+0.380
  • PROTEIN_SECRETION+0.380
  • SPERMATOGENESIS+0.290
  • ANDROGEN_RESPONSE+0.280
  • UV_RESPONSE_DN+0.280
  • INTERFERON_GAMMA_RESPONSE+0.260
  • IL6_JAK_STAT3_SIGNALING+0.230
  • INFLAMMATORY_RESPONSE+0.190

Top 10 suppressed

  • MYC_TARGETS_V2-0.540
  • OXIDATIVE_PHOSPHORYLATION-0.510
  • DNA_REPAIR-0.370
  • MYC_TARGETS_V1-0.290
  • MYOGENESIS-0.240
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.230
  • P53_PATHWAY-0.220
  • XENOBIOTIC_METABOLISM-0.220
  • ANGIOGENESIS-0.210
  • ADIPOGENESIS-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
1SRR2016942
head-neck@1
0.750
20c5e45df-149d-4667-8154-312c5e6f246b
colon-landscapes@1
0.734
3TCGA-CR-7368-01A-11R-2132-07
head-neck@1
0.728
48e357f45-e258-4685-91f6-1da2d0be4fc1
colon-landscapes@1
0.710
58828489a-e6fd-43ca-9232-e1b759d6edcf
melanoma-umap@29
0.706
6TCGA-OR-A5JZ-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.704
7b9389390-aa03-406c-957e-2bc264f9468e
colon-landscapes@1
0.695
8TCGA-D8-A1J8-01A-11R-A13Q-07
breast-umap@18
B0.694
9c22c07cb-8215-47e8-9525-074fda8d7d59
colon-landscapes@1
0.693
10MDT-AP-3270
medullo-epn-umap@date-based
MedMedulloblastoma0.692

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.470Inavolisib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
E2F_TARGETS0.380Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
HEME_METABOLISM0.180Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.160Inavolisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.130Inavolisib— uncovered
ALLOGRAFT_REJECTION0.110Idelalisib— uncovered
MTORC1_SIGNALING0.090Inavolisib— uncovered
APOPTOSIS0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered