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

SRR1516096

bfc254e0-6135-5e11-b30e-91fbbc41ac80

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

  • ANGIOGENESIS+0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.470
  • MYOGENESIS+0.280
  • APICAL_JUNCTION+0.250
  • HEDGEHOG_SIGNALING+0.220
  • WNT_BETA_CATENIN_SIGNALING+0.190
  • TNFA_SIGNALING_VIA_NFKB+0.150
  • TGF_BETA_SIGNALING+0.140
  • MITOTIC_SPINDLE+0.130
  • G2M_CHECKPOINT+0.110

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • MYC_TARGETS_V1-0.330
  • MYC_TARGETS_V2-0.330
  • FATTY_ACID_METABOLISM-0.280
  • ALLOGRAFT_REJECTION-0.270
  • ADIPOGENESIS-0.260
  • PEROXISOME-0.260
  • BILE_ACID_METABOLISM-0.230
  • ESTROGEN_RESPONSE_LATE-0.180

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
1SRR27320698
colon-landscapes@1
0.826
2f825534d-5882-4efe-a32e-af56741854f6
colon-landscapes@1
0.807
366e5440a-6b08-43cc-b007-82ac3f5221d1
colon-landscapes@1
0.789
4SRR8613792
breast-umap@18
D0.775
5SRR6013521
lung-landscapes@6
cohortA10.765
620040107.TNBC
breast-umap@18
E0.761
7MBCProject_0044_T1_RNA
breast-umap@18
A0.761
8TCGA-D8-A27H-01A-11R-A16F-07
breast-umap@18
E0.761
9C3L-02661
lung-landscapes@6
cohortA10.756
10TCGA-55-8614-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.752

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.470Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.470Inavolisib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.150Inavolisib— uncovered
TGF_BETA_SIGNALING0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
G2M_CHECKPOINT0.110Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered
COAGULATION0.080Binimetinib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.080Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.040Remibrutinib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.010Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.010Idelalisib— uncovered