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

SRR27320684

85c3997e-3eb4-5fe5-8efb-94747a9b3023

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
age_years
61.08333333

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.400
  • ANDROGEN_RESPONSE+0.230
  • MITOTIC_SPINDLE+0.230
  • GLYCOLYSIS+0.220
  • CHOLESTEROL_HOMEOSTASIS+0.150
  • APICAL_SURFACE+0.140
  • G2M_CHECKPOINT+0.140
  • UNFOLDED_PROTEIN_RESPONSE+0.140
  • E2F_TARGETS+0.120
  • PI3K_AKT_MTOR_SIGNALING+0.120

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.480
  • TNFA_SIGNALING_VIA_NFKB-0.470
  • ANGIOGENESIS-0.460
  • INTERFERON_GAMMA_RESPONSE-0.390
  • HEDGEHOG_SIGNALING-0.380
  • IL6_JAK_STAT3_SIGNALING-0.360
  • INFLAMMATORY_RESPONSE-0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.310
  • INTERFERON_ALPHA_RESPONSE-0.300

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
1SRR9879267
lung-landscapes@6
cohortA10.828
2TCGA-62-A46O-01A-11R-A24H-07
lung-landscapes@6
cohortA40.804
3TCGA-GU-A42P-01A-11R-A23W-07
bladder-landscape@3
0.796
4TCGA-E2-A15T-01A-11R-A115-07
breast-umap@18
B0.796
5TCGA-FJ-A3ZE-01A-11R-A23N-07
bladder-landscape@3
0.793
6TCGA-G2-A3VY-01A-11R-A22U-07
bladder-landscape@3
0.789
7TCGA-ZF-A9RL-01A-11R-A38B-07
bladder-landscape@3
0.789
8TCGA-E2-A155-01A-11R-A12D-07
breast-umap@18
B0.789
9R360
bladder-landscape@3
0.788
103bb03dc9-6daf-42ef-95d6-cdf726f926e8
melanoma-umap@29
0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.400Remibrutinib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
G2M_CHECKPOINT0.140Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
E2F_TARGETS0.120Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
DNA_REPAIR0.060Idelalisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
MTORC1_SIGNALING0.040Inavolisib— uncovered