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

MNG908

c1f29d55-220c-57ab-9873-92566e331232

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

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+0.419
  • DNA_REPAIR+0.304
  • PEROXISOME+0.273
  • PANCREAS_BETA_CELLS+0.236
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.199
  • FATTY_ACID_METABOLISM+0.191
  • BILE_ACID_METABOLISM+0.189
  • XENOBIOTIC_METABOLISM+0.182
  • P53_PATHWAY+0.171
  • ADIPOGENESIS+0.147

Top 10 suppressed

  • G2M_CHECKPOINT-0.503
  • MITOTIC_SPINDLE-0.500
  • WNT_BETA_CATENIN_SIGNALING-0.464
  • TNFA_SIGNALING_VIA_NFKB-0.366
  • ANGIOGENESIS-0.353
  • E2F_TARGETS-0.350
  • IL6_JAK_STAT3_SIGNALING-0.347
  • NOTCH_SIGNALING-0.344
  • INFLAMMATORY_RESPONSE-0.342
  • UV_RESPONSE_DN-0.307

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-E2-A572-01A-13R-A31O-07
breast-umap@18
B0.889
2TCGA-49-4486-01A-01R-1206-07
lung-landscapes@6
cohortA20.851
320140057.LumB
breast-umap@18
B0.843
4MDT-AP-2103
medullo-epn-umap@date-based
MedMedulloblastoma0.841
5SRR4296114
lung-landscapes@6
cohortA10.833
6TCGA-AQ-A54O-01A-11R-A266-07
breast-umap@18
B0.824
7TCGA-LL-A6FQ-01A-11R-A31O-07
breast-umap@18
B0.821
8TCGA-OR-A5L3-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.821
9TCGA-GU-A763-01A-11R-A32O-07
bladder-landscape@3
0.817
10TCGA-AC-A3YJ-01A-11R-A22U-07
breast-umap@18
B0.814

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.419Remibrutinib— uncovered
DNA_REPAIR0.304Idelalisib— uncovered
PEROXISOME0.273Idelalisib— uncovered
PANCREAS_BETA_CELLS0.236Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.199Inavolisib— uncovered
FATTY_ACID_METABOLISM0.191Inavolisib— uncovered
BILE_ACID_METABOLISM0.189Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.182Inavolisib— uncovered
P53_PATHWAY0.171Idelalisib— uncovered
ADIPOGENESIS0.147Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered
MYOGENESIS0.107Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.096Inavolisib— uncovered
APICAL_SURFACE0.094Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.076Inavolisib— uncovered
GLYCOLYSIS0.071Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.062Remibrutinib— uncovered
KRAS_SIGNALING_DN0.001Remibrutinib— uncovered