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

X6b912c88.db40.4bde.8333.79829f05fade

· cohortA4

fd6463e0-e283-5245-b7d1-711634ccbc52

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
cohortA4
subtype
cohortA4
age_years
54

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+0.410
  • FATTY_ACID_METABOLISM+0.370
  • MYC_TARGETS_V2+0.330
  • MYC_TARGETS_V1+0.300
  • XENOBIOTIC_METABOLISM+0.260
  • PANCREAS_BETA_CELLS+0.240
  • PEROXISOME+0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.230
  • ADIPOGENESIS+0.200
  • BILE_ACID_METABOLISM+0.200

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.550
  • NOTCH_SIGNALING-0.490
  • TNFA_SIGNALING_VIA_NFKB-0.460
  • HEDGEHOG_SIGNALING-0.450
  • TGF_BETA_SIGNALING-0.450
  • APICAL_SURFACE-0.440
  • UV_RESPONSE_DN-0.420
  • IL6_JAK_STAT3_SIGNALING-0.390
  • APICAL_JUNCTION-0.360
  • ANGIOGENESIS-0.350

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
120110028.LumB
breast-umap@18
B0.879
220070010.LumB
breast-umap@18
B0.871
3C3L-00415
lung-landscapes@6
cohortSQ10.869
4SRR8392889
lung-landscapes@6
cohortMD10.867
5TCGA-5T-A9QA-01A-11R-A41B-07
breast-umap@18
B0.866
6SRR8518448
breast-umap@18
C0.865
74fd42f6e-b04a-4726-b35f-a19d17a6e7bb
colon-landscapes@1
0.865
8TCGA-BA-A6DL-01A-21R-A30B-07
head-neck@1
0.858
9TCGA-CV-A45Z-01A-21R-A24Z-07
head-neck@1
0.856
10SRR8518209
breast-umap@18
C0.849

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
OXIDATIVE_PHOSPHORYLATION0.410Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
PEROXISOME0.230Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.230Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
E2F_TARGETS0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
GLYCOLYSIS0.040Inavolisib— uncovered
G2M_CHECKPOINT0.020Inavolisib— uncovered
HEME_METABOLISM0.010Temsirolimus— uncovered
UV_RESPONSE_UP0.010Idelalisib— uncovered