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

ERR2278848

aee3a6ce-ef64-5e2d-93e0-780fddd678e4

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.530
  • ANGIOGENESIS+0.440
  • ALLOGRAFT_REJECTION+0.330
  • UV_RESPONSE_DN+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.280
  • HEDGEHOG_SIGNALING+0.260
  • TGF_BETA_SIGNALING+0.240
  • KRAS_SIGNALING_UP+0.180
  • IL2_STAT5_SIGNALING+0.150
  • IL6_JAK_STAT3_SIGNALING+0.150

Top 10 suppressed

  • MYC_TARGETS_V2-0.650
  • MYC_TARGETS_V1-0.560
  • OXIDATIVE_PHOSPHORYLATION-0.520
  • MTORC1_SIGNALING-0.460
  • FATTY_ACID_METABOLISM-0.380
  • CHOLESTEROL_HOMEOSTASIS-0.370
  • G2M_CHECKPOINT-0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.370
  • E2F_TARGETS-0.360
  • P53_PATHWAY-0.360

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
16b32f047-89ca-40e7-950f-a03493ea90c7
colon-landscapes@1
0.885
2102d912c-5882-4ae4-9eaf-cbd2f55f66af
melanoma-umap@29
0.881
3c874c481-cff8-4e2d-99b1-3b5aeaaecb8e
colon-landscapes@1
0.875
4SRR9879291
lung-landscapes@6
cohortMD20.873
5TCGA-B6-A0IH-01A-11R-A115-07
breast-umap@18
A0.869
6SRR26320068
bladder-landscape@3
0.866
73383d8e1-d61d-4346-a589-007ad2829e36
colon-landscapes@1
0.865
8SRR15069598
head-neck@1
0.861
9SRR25043620
head-neck@1
0.855
10SRR6013529
lung-landscapes@6
cohortMD20.853

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.530Inavolisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.330Idelalisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
IL2_STAT5_SIGNALING0.150Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.150Inavolisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
COMPLEMENT0.070Inavolisib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.040Idelalisib— uncovered
COAGULATION0.010Binimetinib— uncovered