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

ULC0515T_S15

· cohortA1

11b1d7ab-4396-5f73-bb5e-b20474d326e1

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

  • HEDGEHOG_SIGNALING+0.370
  • WNT_BETA_CATENIN_SIGNALING+0.340
  • APICAL_JUNCTION+0.330
  • UV_RESPONSE_DN+0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.290
  • MYOGENESIS+0.270
  • NOTCH_SIGNALING+0.220
  • BILE_ACID_METABOLISM+0.180
  • COAGULATION+0.170
  • CHOLESTEROL_HOMEOSTASIS+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.530
  • G2M_CHECKPOINT-0.390
  • MTORC1_SIGNALING-0.340
  • E2F_TARGETS-0.310
  • TNFA_SIGNALING_VIA_NFKB-0.310
  • MYC_TARGETS_V2-0.290
  • IL6_JAK_STAT3_SIGNALING-0.280
  • PROTEIN_SECRETION-0.280
  • UNFOLDED_PROTEIN_RESPONSE-0.280

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
1SRR8613781
breast-umap@18
A0.863
2TCGA-BH-A0HQ-01A-11R-A034-07
breast-umap@18
B0.841
3GSM5359429
bladder-landscape@3
0.828
4TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.821
5BSR_08_0188_C3_S52
breast-umap@18
A0.811
6R208
bladder-landscape@3
0.801
7SRR26320067
bladder-landscape@3
0.799
8SRR8613703
breast-umap@18
D0.799
9563e85fb-9532-4d69-a1b5-2bc77f237b77
colon-landscapes@1
0.796
10TCGA-HN-A2OB-01A-21R-A27Q-07
breast-umap@18
A0.795

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.340Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.290Inavolisib— uncovered
MYOGENESIS0.270Inavolisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
COAGULATION0.170Binimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
ADIPOGENESIS0.120Inavolisib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
PEROXISOME0.090Idelalisib— uncovered
ANDROGEN_RESPONSE0.070Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
TGF_BETA_SIGNALING0.050Inavolisib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.030Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered