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

R190

8192248d-447f-583d-a422-25098306edc5

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
105
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.500
  • MYC_TARGETS_V1+0.460
  • MTORC1_SIGNALING+0.450
  • OXIDATIVE_PHOSPHORYLATION+0.420
  • PROTEIN_SECRETION+0.410
  • ANDROGEN_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.390
  • MYC_TARGETS_V2+0.380
  • E2F_TARGETS+0.360
  • G2M_CHECKPOINT+0.330

Top 10 suppressed

  • MYOGENESIS-0.360
  • PANCREAS_BETA_CELLS-0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • HEDGEHOG_SIGNALING-0.250
  • COAGULATION-0.230
  • KRAS_SIGNALING_DN-0.230
  • APICAL_JUNCTION-0.180
  • UV_RESPONSE_UP-0.170
  • ANGIOGENESIS-0.160
  • SPERMATOGENESIS-0.110

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
1TCGA-DK-AA77-01A-11R-A39I-07
bladder-landscape@3
0.873
2MNG533
mng-umap@100
0.868
3TCGA-XF-AAN2-01A-11R-A42T-07
bladder-landscape@3
0.867
4BS_W80TJC27
medullo-epn-umap@date-based
EPNSupratentorial EPN0.861
5d5610bbc-93c5-4ca5-b687-f955d1b84c92
melanoma-umap@29
0.850
657AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.848
7R427
bladder-landscape@3
0.847
8BS_W80TJC27
brain-umap@2
Supratentorial Ependymoma0.843
946E565A7-5022-4648-9035-B60FC7CFD6E7
brain-umap@2
0.842
10MNG1200
mng-umap@100
0.839

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
MTORC1_SIGNALING0.450Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
ANDROGEN_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
MYC_TARGETS_V20.380Idelalisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
ALLOGRAFT_REJECTION0.310Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.310Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.280Remibrutinib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
DNA_REPAIR0.210Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered