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

BSR_03_0038_A2_S89

· A

e61cf48a-fbef-510e-8c1c-816fea65514b

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
A
subtype
A

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.540
  • ALLOGRAFT_REJECTION+0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • INFLAMMATORY_RESPONSE+0.460
  • IL6_JAK_STAT3_SIGNALING+0.450
  • WNT_BETA_CATENIN_SIGNALING+0.420
  • NOTCH_SIGNALING+0.380
  • HEDGEHOG_SIGNALING+0.370
  • KRAS_SIGNALING_UP+0.360
  • TGF_BETA_SIGNALING+0.330

Top 10 suppressed

  • E2F_TARGETS-0.580
  • G2M_CHECKPOINT-0.490
  • MYC_TARGETS_V2-0.490
  • OXIDATIVE_PHOSPHORYLATION-0.420
  • MTORC1_SIGNALING-0.410
  • MYC_TARGETS_V1-0.400
  • DNA_REPAIR-0.340
  • BILE_ACID_METABOLISM-0.300
  • FATTY_ACID_METABOLISM-0.270
  • ADIPOGENESIS-0.260

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8518138
breast-umap@18
D0.936
2TCGA-A2-A25A-01A-12R-A16F-07
breast-umap@18
A0.923
3R163
bladder-landscape@3
0.915
4ERR2278881
head-neck@1
0.915
5TCGA-D8-A141-01A-11R-A115-07
breast-umap@18
A0.913
62cec663c-00c8-48b5-967b-f2a53c0fb409
colon-landscapes@1
0.911
7TCGA-E2-A1IJ-01A-11R-A144-07
breast-umap@18
A0.909
8TCGA-AN-A0FN-01A-11R-A034-07
breast-umap@18
A0.908
9TCGA-BH-A6R9-01A-21R-A32P-07
breast-umap@18
A0.908
10MDT-AP-1201
medullo-epn-umap@date-based
MedMedulloblastoma0.905

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.540Inavolisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.420Inavolisib— uncovered
NOTCH_SIGNALING0.380Inavolisib— uncovered
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
KRAS_SIGNALING_UP0.360Inavolisib— uncovered
TGF_BETA_SIGNALING0.330Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
APOPTOSIS0.310Idelalisib— uncovered
COAGULATION0.310Binimetinib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
IL2_STAT5_SIGNALING0.280Idelalisib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.240Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
MYOGENESIS0.150Inavolisib— uncovered