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

0801726c-9faf-4905-8cd9-71ad4fc3df25

5d9d5b51-8a21-59fc-88c7-dba00fc9594f

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
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • CHOLESTEROL_HOMEOSTASIS+0.430
  • G2M_CHECKPOINT+0.410
  • MITOTIC_SPINDLE+0.410
  • E2F_TARGETS+0.330
  • ALLOGRAFT_REJECTION+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.280
  • MTORC1_SIGNALING+0.280
  • ANDROGEN_RESPONSE+0.270
  • APICAL_JUNCTION+0.270
  • HEDGEHOG_SIGNALING+0.260

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.470
  • DNA_REPAIR-0.240
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.240
  • ADIPOGENESIS-0.200
  • INTERFERON_ALPHA_RESPONSE-0.160
  • UV_RESPONSE_UP-0.140
  • TNFA_SIGNALING_VIA_NFKB-0.120
  • PEROXISOME-0.040
  • HEME_METABOLISM-0.030
  • MYC_TARGETS_V1-0.030

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
1MDT-AP-3263
medullo-epn-umap@date-based
MedMedulloblastoma0.782
2TCGA-BH-A1FU-01A-11R-A14D-07
breast-umap@18
C0.736
3TCGA-CV-6959-01A-11R-1915-07
head-neck@1
0.728
4TCGA-A1-A0SN-01A-11R-A144-07
breast-umap@18
C0.723
520140163.TNBC
breast-umap@18
D0.721
6SRR27320688
colon-landscapes@1
0.716
7TCGA-85-8353-01A-21R-2296-07
lung-landscapes@6
cohortSQ10.715
8EPT0578
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.712
9TCGA-CQ-5326-01A-01R-1873-07
head-neck@1
0.712
10MDT-AP-1349
medullo-epn-umap@date-based
MedMedulloblastoma0.704

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.430Remibrutinib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
E2F_TARGETS0.330Inavolisib— uncovered
ALLOGRAFT_REJECTION0.310Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.280Inavolisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
ANDROGEN_RESPONSE0.270Inavolisib— uncovered
APICAL_JUNCTION0.270Inavolisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
MYC_TARGETS_V20.170Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.140Inavolisib— uncovered