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

DRR168583

58da3f57-d4b3-5eaa-9df0-747ac0f74a8b

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+0.580
  • FATTY_ACID_METABOLISM+0.430
  • ADIPOGENESIS+0.400
  • XENOBIOTIC_METABOLISM+0.330
  • PEROXISOME+0.320
  • PROTEIN_SECRETION+0.320
  • KRAS_SIGNALING_UP+0.290
  • DNA_REPAIR+0.270
  • ALLOGRAFT_REJECTION+0.250
  • BILE_ACID_METABOLISM+0.250

Top 10 suppressed

  • G2M_CHECKPOINT-0.550
  • E2F_TARGETS-0.480
  • MITOTIC_SPINDLE-0.430
  • PI3K_AKT_MTOR_SIGNALING-0.230
  • IL6_JAK_STAT3_SIGNALING-0.210
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • MYOGENESIS-0.160
  • KRAS_SIGNALING_DN-0.150
  • SPERMATOGENESIS-0.130
  • APICAL_JUNCTION-0.120

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
1DRR168579
bladder-landscape@3
0.817
24bafe83e-072c-4042-bd3d-5f108391ed89
colon-landscapes@1
0.789
3TCGA-E9-A227-01A-11R-A157-07
breast-umap@18
A0.750
4SRR6013485
lung-landscapes@6
cohortA40.747
5SRR8518337
breast-umap@18
F0.745
6TCGA-49-4488-01A-01R-1755-07
lung-landscapes@6
cohortA10.735
7SRR15030845
colon-landscapes@1
0.727
8TCGA-BH-A0HO-01A-11R-A034-07
breast-umap@18
B0.723
9131a9973-dfc9-4897-8c19-d5c43cecba0a
colon-landscapes@1
0.720
10SRR4195672
colon-landscapes@1
0.720

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.580Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.430Inavolisib— uncovered
ADIPOGENESIS0.400Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.330Inavolisib— uncovered
PEROXISOME0.320Idelalisib— uncovered
PROTEIN_SECRETION0.320Remibrutinib— uncovered
KRAS_SIGNALING_UP0.290Inavolisib— uncovered
DNA_REPAIR0.270Idelalisib— uncovered
ALLOGRAFT_REJECTION0.250Idelalisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.180Idelalisib— uncovered
COAGULATION0.170Binimetinib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
MTORC1_SIGNALING0.150Inavolisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
COMPLEMENT0.140Inavolisib— uncovered