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

GSM5359444

877dee7d-3db4-54fd-9643-1c95f06107a7

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
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.490
  • ANGIOGENESIS+0.460
  • TNFA_SIGNALING_VIA_NFKB+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • PROTEIN_SECRETION+0.340
  • ADIPOGENESIS+0.320
  • MTORC1_SIGNALING+0.320
  • MYC_TARGETS_V1+0.300
  • MYC_TARGETS_V2+0.230
  • PEROXISOME+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.390
  • E2F_TARGETS-0.360
  • MITOTIC_SPINDLE-0.340
  • G2M_CHECKPOINT-0.310
  • INTERFERON_GAMMA_RESPONSE-0.260
  • ALLOGRAFT_REJECTION-0.180
  • HEME_METABOLISM-0.160
  • DNA_REPAIR-0.110
  • IL2_STAT5_SIGNALING-0.110
  • SPERMATOGENESIS-0.110

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
1da1c4d8d-b07a-4aa1-8360-1c140ca16327
colon-landscapes@1
0.745
2SRR8943018
bladder-landscape@3
0.741
3SRR1313101
breast-umap@18
A0.738
4d25af392-21ad-4aa6-8669-34656bf71af5
colon-landscapes@1
0.729
5MNG1073
mng-umap@100
0.724
6R260
bladder-landscape@3
0.723
7MBCProject_1151_T1_RNA
breast-umap@18
B0.719
8MNG754
mng-umap@100
0.717
9BSR_06_0059_A2_S99
breast-umap@18
F0.714
10TCGA-A2-A04W-01A-31R-A115-07
breast-umap@18
C0.707

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.490Remibrutinib— uncovered
ANGIOGENESIS0.460Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
ADIPOGENESIS0.320Inavolisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
MYC_TARGETS_V20.230Idelalisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
TGF_BETA_SIGNALING0.190Inavolisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
P53_PATHWAY0.170Idelalisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
COAGULATION0.140Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered