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

X3b00356a.e947.42f1.8b5f.6dcd789d9272

· cohortA1

1cfd48b2-5b95-5587-bdd4-f0f606e7672c

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
age_years
78

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • APICAL_SURFACE+0.350
  • KRAS_SIGNALING_DN+0.320
  • HEDGEHOG_SIGNALING+0.280
  • NOTCH_SIGNALING+0.220
  • ESTROGEN_RESPONSE_EARLY+0.180
  • WNT_BETA_CATENIN_SIGNALING+0.170
  • BILE_ACID_METABOLISM+0.140
  • MYOGENESIS+0.130
  • TGF_BETA_SIGNALING+0.110
  • CHOLESTEROL_HOMEOSTASIS+0.090

Top 10 suppressed

  • E2F_TARGETS-0.610
  • MYC_TARGETS_V1-0.590
  • G2M_CHECKPOINT-0.540
  • INTERFERON_ALPHA_RESPONSE-0.510
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • INTERFERON_GAMMA_RESPONSE-0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.460
  • UNFOLDED_PROTEIN_RESPONSE-0.440
  • DNA_REPAIR-0.420
  • MTORC1_SIGNALING-0.420

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_YNEQJ6AH
brain-umap@2
DNET0.913
2SRR8613714
breast-umap@18
A0.898
3SRR8518437
breast-umap@18
D0.898
4MNG491
mng-umap@100
0.893
5MNG4
mng-umap@100
0.891
6TCGA-44-6148-01A-11R-1755-07
lung-landscapes@6
cohortA10.890
7BS_9RT63JD9
brain-umap@2
low-grade glioma0.888
8C3L-00444
lung-landscapes@6
cohortA10.887
9TCGA-56-8624-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.881
10TCGA-55-8616-01A-11R-2403-07
lung-landscapes@6
cohortA10.878

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
APICAL_SURFACE0.350Temsirolimus— uncovered
KRAS_SIGNALING_DN0.320Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
MYOGENESIS0.130Inavolisib— uncovered
TGF_BETA_SIGNALING0.110Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.090Remibrutinib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
COAGULATION0.030Binimetinib— uncovered
PANCREAS_BETA_CELLS0.020Cobimetinib— uncovered