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

924ccfdb-f369-4b69-a034-bfbaf0878842

70c4e038-a548-59e5-b5a9-070fc410e65c

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MITOTIC_SPINDLE+0.400
  • ALLOGRAFT_REJECTION+0.300
  • G2M_CHECKPOINT+0.200
  • HEDGEHOG_SIGNALING+0.200
  • INTERFERON_GAMMA_RESPONSE+0.200
  • MYC_TARGETS_V1+0.200
  • MYC_TARGETS_V2+0.200
  • NOTCH_SIGNALING+0.200
  • TGF_BETA_SIGNALING+0.200
  • UV_RESPONSE_DN+0.200

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400
  • ADIPOGENESIS-0.300
  • ANGIOGENESIS-0.300
  • BILE_ACID_METABOLISM-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • COAGULATION-0.300
  • ESTROGEN_RESPONSE_LATE-0.300
  • FATTY_ACID_METABOLISM-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.

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

#SampleCancer typeSubtypecos similarity
1AUR-AE6Y-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.839
2AUR-AFEA-TTM6-A-1-0-R-A741-41
breast-umap@18
D0.789
3TCGA-D8-A147-01A-11R-A115-07
breast-umap@18
E0.760
4AUR-AG0N-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.754
5SRR15030894
colon-landscapes@1
0.753
673f8f4d0-1a2a-44ae-9e99-be730660d7c7
colon-landscapes@1
0.749
7550c15f6-55cf-4928-bc62-bb28bc5672da
melanoma-umap@29
0.735
8SRR650203
bladder-landscape@3
0.725
9TCGA-96-A4JL-01A-11R-A24Z-07
lung-landscapes@6
cohortSQ10.723
100f095e03-de38-4be9-874c-c58893e031d9
colon-landscapes@1
0.723

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.400Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
E2F_TARGETS0.100Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.100Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered