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

SRR5903555

· cohortSQ1

037536f4-28bf-59c1-94f5-356707c4fde3

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
cohortSQ1
subtype
cohortSQ1
age_years
62

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+0.670
  • ANGIOGENESIS+0.520
  • HEDGEHOG_SIGNALING+0.440
  • TGF_BETA_SIGNALING+0.410
  • WNT_BETA_CATENIN_SIGNALING+0.380
  • APICAL_JUNCTION+0.340
  • NOTCH_SIGNALING+0.340
  • GLYCOLYSIS+0.270
  • HYPOXIA+0.250
  • PANCREAS_BETA_CELLS+0.250

Top 10 suppressed

  • PEROXISOME-0.350
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • ADIPOGENESIS-0.290
  • BILE_ACID_METABOLISM-0.280
  • INTERFERON_ALPHA_RESPONSE-0.280
  • OXIDATIVE_PHOSPHORYLATION-0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.240
  • FATTY_ACID_METABOLISM-0.220
  • INTERFERON_GAMMA_RESPONSE-0.190
  • ALLOGRAFT_REJECTION-0.160

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
1MBCProject_6109_T1A_RNA
breast-umap@18
C0.818
2TCGA-CN-6022-01A-21R-1686-07
head-neck@1
0.798
3TCGA-60-2708-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.792
4SRR9879274
lung-landscapes@6
cohortSQ10.782
5SRR8943032
bladder-landscape@3
0.781
6ERR2208919
melanoma-umap@29
0.775
7TCGA-CV-6950-01A-11R-1915-07
head-neck@1
0.774
8b71da73b-05c2-49e1-85b8-d93980ffe15d
colon-landscapes@1
0.771
9SRR8518161
breast-umap@18
E0.765
10TCGA-77-8130-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.764

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.670Inavolisib— uncovered
ANGIOGENESIS0.520Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.440Inavolisib— uncovered
TGF_BETA_SIGNALING0.410Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.380Inavolisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
NOTCH_SIGNALING0.340Inavolisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
HYPOXIA0.250Idelalisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
COAGULATION0.200Binimetinib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
MYC_TARGETS_V20.140Idelalisib— uncovered
MYC_TARGETS_V10.120Inavolisib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
E2F_TARGETS0.110Inavolisib— uncovered