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

R141

97a67183-e608-53ea-83a1-627eb127ee01

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
overall_survival_months
82
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

  • PROTEIN_SECRETION+0.400
  • PANCREAS_BETA_CELLS+0.240
  • BILE_ACID_METABOLISM+0.160
  • SPERMATOGENESIS+0.150
  • ANDROGEN_RESPONSE+0.120
  • PI3K_AKT_MTOR_SIGNALING+0.080
  • UV_RESPONSE_DN+0.080
  • XENOBIOTIC_METABOLISM+0.060
  • HEME_METABOLISM+0.030
  • FATTY_ACID_METABOLISM+0.020

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.490
  • MYC_TARGETS_V2-0.450
  • ANGIOGENESIS-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • APICAL_JUNCTION-0.350
  • INTERFERON_ALPHA_RESPONSE-0.320
  • MYOGENESIS-0.320
  • E2F_TARGETS-0.300
  • GLYCOLYSIS-0.280
  • NOTCH_SIGNALING-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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MDT-AP-2993
medullo-epn-umap@date-based
MedMedulloblastoma0.856
2MDT-AP-2991
medullo-epn-umap@date-based
MedMedulloblastoma0.833
3MDT-AP-0441
medullo-epn-umap@date-based
MedMedulloblastoma0.831
4TCGA-A7-A26E-01A-11R-A277-07
breast-umap@18
D0.830
5TCGA-A7-A13G-01A-11R-A13Q-07
breast-umap@18
D0.829
6BS_ME3HKN2C
brain-umap@2
Ganglioglioma0.828
7SRR657754
brain-umap@2
GTEX0.825
8SRR975556
colon-landscapes@1
0.824
9MNG39
mng-umap@100
0.818
10MBCProject_1509_T1_RNA
breast-umap@18
B0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.400Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
UV_RESPONSE_DN0.080Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered
FATTY_ACID_METABOLISM0.020Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered