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

ULC1452T_S57

· cohortA1

292884a7-d039-5a5f-82ca-0a4ca39c69b6

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

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+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • FATTY_ACID_METABOLISM+0.400
  • ADIPOGENESIS+0.380
  • CHOLESTEROL_HOMEOSTASIS+0.360
  • UNFOLDED_PROTEIN_RESPONSE+0.340
  • ESTROGEN_RESPONSE_LATE+0.300
  • DNA_REPAIR+0.290
  • ANDROGEN_RESPONSE+0.280
  • G2M_CHECKPOINT+0.260

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • ALLOGRAFT_REJECTION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.390
  • INFLAMMATORY_RESPONSE-0.290
  • HEDGEHOG_SIGNALING-0.250
  • INTERFERON_GAMMA_RESPONSE-0.240
  • ANGIOGENESIS-0.220
  • SPERMATOGENESIS-0.220
  • KRAS_SIGNALING_UP-0.200
  • APICAL_SURFACE-0.180

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
1TCGA-CF-A3MG-01A-11R-A20F-07
bladder-landscape@3
0.843
2SRR1516051
bladder-landscape@3
0.835
3SRR1516054
bladder-landscape@3
0.815
4TCGA-78-7220-01A-11R-2039-07
lung-landscapes@6
cohortA40.812
5R408
bladder-landscape@3
0.808
6TCGA-IQ-7632-01A-11R-2081-07
head-neck@1
0.805
7E3887082-4C43-426C-8580-ECAA4EFEC577
brain-umap@2
0.804
8MNG434
mng-umap@100
0.798
9ULC0410T_S45
lung-landscapes@6
cohortA40.796
10ee24b470-4509-4687-a91e-6d2b967336b9
colon-landscapes@1
0.795

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.500Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.400Inavolisib— uncovered
ADIPOGENESIS0.380Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.360Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.340Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.230Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
TGF_BETA_SIGNALING0.220Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
HEME_METABOLISM0.170Temsirolimus— uncovered