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

MNG824

2ad81994-1ecc-5c99-90a2-13d84639ef97

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.573
  • TNFA_SIGNALING_VIA_NFKB+0.495
  • HYPOXIA+0.478
  • ANDROGEN_RESPONSE+0.473
  • ANGIOGENESIS+0.454
  • KRAS_SIGNALING_UP+0.442
  • TGF_BETA_SIGNALING+0.410
  • ESTROGEN_RESPONSE_LATE+0.382
  • ESTROGEN_RESPONSE_EARLY+0.372
  • INFLAMMATORY_RESPONSE+0.367

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.330
  • OXIDATIVE_PHOSPHORYLATION-0.329
  • MYC_TARGETS_V2-0.309
  • DNA_REPAIR-0.298
  • NOTCH_SIGNALING-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.266
  • BILE_ACID_METABOLISM-0.144
  • PEROXISOME-0.048
  • FATTY_ACID_METABOLISM+0.010
  • ADIPOGENESIS+0.025

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_MKM0EEN1
brain-umap@2
Diffuse intrinsic pontine glioma0.872
2SRR33346953
bladder-landscape@3
0.858
3MNG918
mng-umap@100
0.857
4EPT0578
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.847
5MDT-AP-2040
medullo-epn-umap@date-based
MedMedulloblastoma0.835
6MNG639
mng-umap@100
0.831
7SRR1313160
breast-umap@18
E0.808
8SRR8392896
lung-landscapes@6
cohortMD20.806
9MNG223
mng-umap@100
0.804
10MNG1172
mng-umap@100
0.802

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.573Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.495Inavolisib— uncovered
HYPOXIA0.478Idelalisib— uncovered
ANDROGEN_RESPONSE0.473Inavolisib— uncovered
ANGIOGENESIS0.454Remibrutinib— uncovered
KRAS_SIGNALING_UP0.442Inavolisib— uncovered
TGF_BETA_SIGNALING0.410Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.382Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.372Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.367Idelalisib— uncovered
G2M_CHECKPOINT0.364Inavolisib— uncovered
COMPLEMENT0.360Inavolisib— uncovered
COAGULATION0.345Binimetinib— uncovered
APOPTOSIS0.342Idelalisib— uncovered
PANCREAS_BETA_CELLS0.335Cobimetinib— uncovered
UV_RESPONSE_DN0.334Inavolisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.311Inavolisib— uncovered
SPERMATOGENESIS0.295Inavolisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered