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

MNG999

e8900fcf-49a9-558d-bccb-83c33285e522

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+0.536
  • MYC_TARGETS_V2+0.489
  • MTORC1_SIGNALING+0.264
  • UNFOLDED_PROTEIN_RESPONSE+0.264
  • MYC_TARGETS_V1+0.260
  • TNFA_SIGNALING_VIA_NFKB+0.247
  • PANCREAS_BETA_CELLS+0.210
  • PROTEIN_SECRETION+0.194
  • HYPOXIA+0.155
  • ADIPOGENESIS+0.154

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.476
  • INTERFERON_GAMMA_RESPONSE-0.421
  • ALLOGRAFT_REJECTION-0.349
  • APICAL_SURFACE-0.302
  • COMPLEMENT-0.287
  • MYOGENESIS-0.267
  • MITOTIC_SPINDLE-0.245
  • G2M_CHECKPOINT-0.219
  • INFLAMMATORY_RESPONSE-0.215
  • E2F_TARGETS-0.199

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
1SRR6013593
lung-landscapes@6
cohortA10.811
2BS_TBWYAFSM
brain-umap@2
Spinal Cord Ependymoma0.795
3TCGA-BB-A5HZ-01A-21R-A28V-07
head-neck@1
0.789
4TCGA-CQ-6228-01A-11R-1915-07
head-neck@1
0.781
5s0112303
melanoma-umap@29
0.768
6BS_TBWYAFSM
medullo-epn-umap@date-based
EPNEPN Tumor0.768
752606_S129
lung-landscapes@6
cohortA40.768
84ea93d27-97e3-40bd-8734-d026e48fbbe4
melanoma-umap@29
0.762
9X265fd2ee.a8d9.4142.bf96.86a40f37234e
lung-landscapes@6
cohortA20.751
10SRR10899980
melanoma-umap@29
0.747

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.536Remibrutinib— uncovered
MYC_TARGETS_V20.489Idelalisib— uncovered
MTORC1_SIGNALING0.264Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.264Idelalisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.247Inavolisib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
PROTEIN_SECRETION0.194Remibrutinib— uncovered
HYPOXIA0.155Idelalisib— uncovered
ADIPOGENESIS0.154Inavolisib— uncovered
DNA_REPAIR0.149Idelalisib— uncovered
GLYCOLYSIS0.141Inavolisib— uncovered
FATTY_ACID_METABOLISM0.125Inavolisib— uncovered
UV_RESPONSE_UP0.114Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.082Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.080Inavolisib— uncovered
TGF_BETA_SIGNALING0.066Inavolisib— uncovered
UV_RESPONSE_DN0.046Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.037Inavolisib— uncovered
P53_PATHWAY0.015Idelalisib— uncovered