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

63229_S123

· cohortA1

ec69e1bc-feee-59ed-8379-2a2aa70994e3

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
cohortA1
subtype
cohortA1

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+0.480
  • INTERFERON_ALPHA_RESPONSE+0.410
  • INTERFERON_GAMMA_RESPONSE+0.390
  • MYOGENESIS+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • ANGIOGENESIS+0.300
  • APICAL_JUNCTION+0.300
  • NOTCH_SIGNALING+0.280
  • P53_PATHWAY+0.280
  • WNT_BETA_CATENIN_SIGNALING+0.270

Top 10 suppressed

  • E2F_TARGETS-0.420
  • MYC_TARGETS_V1-0.390
  • G2M_CHECKPOINT-0.350
  • MTORC1_SIGNALING-0.320
  • PROTEIN_SECRETION-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.280
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • SPERMATOGENESIS-0.270
  • GLYCOLYSIS-0.210
  • FATTY_ACID_METABOLISM-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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1R60
bladder-landscape@3
0.858
2BS_3Y0QXZQB
brain-umap@2
Neurofibroma0.857
3BS_TQ5QHR17
brain-umap@2
Neurofibroma0.848
4MDT-AP-1128
medullo-epn-umap@date-based
MedMedulloblastoma0.845
5AUR-AER2-TTM3-A-1-1-R-A742-41
breast-umap@18
D0.840
6BS_D4PJYHZ2
brain-umap@2
Neurofibroma0.838
7TCGA-A2-A0YD-01A-11R-A109-07
breast-umap@18
A0.831
8BS_5P3CZQV8
brain-umap@2
Neurofibroma0.830
9SRR35579837
breast-umap@18
D0.829
10BS_69V8P8A0
brain-umap@2
Neurofibroma0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.480Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.410Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
MYOGENESIS0.360Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered
P53_PATHWAY0.280Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
IL2_STAT5_SIGNALING0.230Idelalisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.180Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered