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

MNG447

e17e4778-46dc-579b-bb84-9f414cbcca11

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+0.448
  • E2F_TARGETS+0.429
  • MYC_TARGETS_V2+0.421
  • MYC_TARGETS_V1+0.387
  • WNT_BETA_CATENIN_SIGNALING+0.386
  • HEDGEHOG_SIGNALING+0.354
  • UNFOLDED_PROTEIN_RESPONSE+0.343
  • MITOTIC_SPINDLE+0.295
  • CHOLESTEROL_HOMEOSTASIS+0.259
  • ANGIOGENESIS+0.242

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.465
  • INTERFERON_GAMMA_RESPONSE-0.462
  • ALLOGRAFT_REJECTION-0.396
  • INFLAMMATORY_RESPONSE-0.371
  • TNFA_SIGNALING_VIA_NFKB-0.349
  • IL6_JAK_STAT3_SIGNALING-0.300
  • COMPLEMENT-0.221
  • KRAS_SIGNALING_UP-0.209
  • APOPTOSIS-0.181
  • COAGULATION-0.173

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_KDSTG5YY
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.879
2TCGA-51-4081-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.875
3TCGA-43-6770-01A-11R-1820-07
lung-landscapes@6
cohortSQ20.872
4BS_Z7890YNR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.871
5C3N-04155
lung-landscapes@6
cohortSQ20.863
6TCGA-21-5786-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.862
7BS_DS438CXE
brain-umap@2
high-grade glioma0.858
8MNG1194
mng-umap@100
0.857
9SRR8613740
breast-umap@18
E0.857
10TCGA-56-7823-01B-11R-2247-07
lung-landscapes@6
cohortSQ20.854

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.448Inavolisib— uncovered
E2F_TARGETS0.429Inavolisib— uncovered
MYC_TARGETS_V20.421Idelalisib— uncovered
MYC_TARGETS_V10.387Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.386Inavolisib— uncovered
HEDGEHOG_SIGNALING0.354Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.343Idelalisib— uncovered
MITOTIC_SPINDLE0.295Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.259Remibrutinib— uncovered
ANGIOGENESIS0.242Remibrutinib— uncovered
PROTEIN_SECRETION0.214Remibrutinib— uncovered
MTORC1_SIGNALING0.211Inavolisib— uncovered
GLYCOLYSIS0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.127Inavolisib— uncovered
DNA_REPAIR0.111Idelalisib— uncovered
PEROXISOME0.108Idelalisib— uncovered
UV_RESPONSE_UP0.084Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.072Inavolisib— uncovered
SPERMATOGENESIS0.069Inavolisib— uncovered
APICAL_JUNCTION0.057Inavolisib— uncovered