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

MNG1018

9e87d160-6111-5f3e-93e7-a9f9afa30816

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

  • G2M_CHECKPOINT+0.424
  • E2F_TARGETS+0.416
  • UV_RESPONSE_DN+0.406
  • TGF_BETA_SIGNALING+0.357
  • MITOTIC_SPINDLE+0.323
  • MYC_TARGETS_V1+0.317
  • HEDGEHOG_SIGNALING+0.284
  • MYC_TARGETS_V2+0.265
  • DNA_REPAIR+0.242
  • NOTCH_SIGNALING+0.241

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.405
  • APICAL_SURFACE-0.402
  • IL6_JAK_STAT3_SIGNALING-0.399
  • TNFA_SIGNALING_VIA_NFKB-0.368
  • ALLOGRAFT_REJECTION-0.342
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.332
  • COMPLEMENT-0.317
  • MTORC1_SIGNALING-0.312
  • KRAS_SIGNALING_UP-0.294
  • COAGULATION-0.289

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
1TCGA-50-6591-01A-11R-1755-07
lung-landscapes@6
cohortMD10.893
2SRR934847
brain-umap@2
0.868
34549956C-8D25-4B37-894C-E82D5C7684F0
brain-umap@2
0.867
4TCGA-XF-AAN7-01A-11R-A42T-07
bladder-landscape@3
0.851
5SRR934951
brain-umap@2
0.851
6SRR934823
brain-umap@2
0.848
7TCGA-77-8139-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.845
8SRR9879265
lung-landscapes@6
cohortMD10.838
9ERR2208889
melanoma-umap@29
0.837
10SRR10900568
melanoma-umap@29
0.835

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.424Inavolisib— uncovered
E2F_TARGETS0.416Inavolisib— uncovered
UV_RESPONSE_DN0.406Inavolisib— uncovered
TGF_BETA_SIGNALING0.357Inavolisib— uncovered
MITOTIC_SPINDLE0.323Inavolisib— uncovered
MYC_TARGETS_V10.317Inavolisib— uncovered
HEDGEHOG_SIGNALING0.284Inavolisib— uncovered
MYC_TARGETS_V20.265Idelalisib— uncovered
DNA_REPAIR0.242Idelalisib— uncovered
NOTCH_SIGNALING0.241Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.217Inavolisib— uncovered
PROTEIN_SECRETION0.193Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.133Inavolisib— uncovered
ANDROGEN_RESPONSE0.081Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.042Inavolisib— uncovered
SPERMATOGENESIS0.021Inavolisib— uncovered