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

ERR2278884

2df15bcb-0e8b-553d-b9d5-1ee1234afbf9

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+0.410
  • MYC_TARGETS_V2+0.330
  • E2F_TARGETS+0.320
  • G2M_CHECKPOINT+0.300
  • ANGIOGENESIS+0.260
  • HEDGEHOG_SIGNALING+0.230
  • MITOTIC_SPINDLE+0.140
  • COAGULATION+0.130
  • MYC_TARGETS_V1+0.130
  • UV_RESPONSE_DN+0.110

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.410
  • INTERFERON_GAMMA_RESPONSE-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • IL6_JAK_STAT3_SIGNALING-0.350
  • ALLOGRAFT_REJECTION-0.310
  • BILE_ACID_METABOLISM-0.280
  • INFLAMMATORY_RESPONSE-0.250
  • TNFA_SIGNALING_VIA_NFKB-0.250
  • P53_PATHWAY-0.240
  • 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
12bd9ef82-12dc-4dcb-8a2c-c58cdf463116
melanoma-umap@29
0.825
2b0be4742-ccb7-48e2-b756-0c384321114e
melanoma-umap@29
0.804
3TCGA-21-1081-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.800
4C3L-02358
lung-landscapes@6
cohortSQ10.791
5SRR8518399
breast-umap@18
E0.790
6TCGA-AN-A0FY-01A-11R-A034-07
breast-umap@18
B0.781
7BS_29X4ZX6Q
brain-umap@2
high-grade glioma0.774
8TCGA-BA-A8YP-01A-11R-A39I-07
head-neck@1
0.772
953bd217b-0458-4315-a13c-f9e79fa46501
colon-landscapes@1
0.766
10SJEPD001544_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.763

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_TRANSITION0.410Inavolisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
MYC_TARGETS_V10.130Inavolisib— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
TGF_BETA_SIGNALING0.080Inavolisib— uncovered
APICAL_JUNCTION0.030Inavolisib— uncovered
DNA_REPAIR0.010Idelalisib— uncovered