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

SRR23303772

0bd975d8-e2ae-5198-8f75-13abad24c2f3

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
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.460
  • HEDGEHOG_SIGNALING+0.300
  • APICAL_JUNCTION+0.260
  • P53_PATHWAY+0.260
  • MYC_TARGETS_V2+0.220
  • NOTCH_SIGNALING+0.220
  • TGF_BETA_SIGNALING+0.210
  • ESTROGEN_RESPONSE_EARLY+0.200
  • MYOGENESIS+0.190
  • ANGIOGENESIS+0.140

Top 10 suppressed

  • E2F_TARGETS-0.480
  • PROTEIN_SECRETION-0.480
  • G2M_CHECKPOINT-0.430
  • MTORC1_SIGNALING-0.380
  • MYC_TARGETS_V1-0.360
  • SPERMATOGENESIS-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • PANCREAS_BETA_CELLS-0.320
  • UNFOLDED_PROTEIN_RESPONSE-0.310
  • ANDROGEN_RESPONSE-0.240

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
1R109
bladder-landscape@3
0.833
2SRR4195667
colon-landscapes@1
0.829
3SRR33532763
breast-umap@18
D0.807
4MBCProject_3672_T1_RNA
breast-umap@18
B0.798
5R7
bladder-landscape@3
0.795
6DRR168571
bladder-landscape@3
0.791
7R168
bladder-landscape@3
0.785
8SRR4195649
colon-landscapes@1
0.785
9SRR12475127
colon-landscapes@1
0.773
10TCGA-A2-A4RY-01A-31R-A266-07
breast-umap@18
A0.767

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
WNT_BETA_CATENIN_SIGNALING0.460Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
P53_PATHWAY0.260Idelalisib— uncovered
MYC_TARGETS_V20.220Idelalisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
ANGIOGENESIS0.140Remibrutinib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.060Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered
IL2_STAT5_SIGNALING0.020Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.010Remibrutinib— uncovered
MITOTIC_SPINDLE0.010Inavolisib— uncovered