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

MNG902

eef7ef4c-072c-5df5-be5b-e089ba15a50d

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

  • TGF_BETA_SIGNALING+0.607
  • TNFA_SIGNALING_VIA_NFKB+0.602
  • INFLAMMATORY_RESPONSE+0.443
  • HYPOXIA+0.433
  • PROTEIN_SECRETION+0.432
  • IL6_JAK_STAT3_SIGNALING+0.391
  • APOPTOSIS+0.367
  • ANDROGEN_RESPONSE+0.354
  • PI3K_AKT_MTOR_SIGNALING+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.296

Top 10 suppressed

  • E2F_TARGETS-0.374
  • OXIDATIVE_PHOSPHORYLATION-0.333
  • MYC_TARGETS_V2-0.305
  • G2M_CHECKPOINT-0.155
  • DNA_REPAIR-0.154
  • FATTY_ACID_METABOLISM-0.127
  • BILE_ACID_METABOLISM-0.105
  • SPERMATOGENESIS-0.087
  • PEROXISOME-0.067
  • MYC_TARGETS_V1-0.063

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
1MDT-AP-1369
medullo-epn-umap@date-based
MedMedulloblastoma0.860
2TCGA-50-5939-01A-11R-1628-07
lung-landscapes@6
cohortA10.851
3MNG982
mng-umap@100
0.816
4TCGA-BA-5557-01A-01R-1514-07
head-neck@1
0.801
5MNG462
mng-umap@100
0.799
6TCGA-60-2707-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.798
7MNG901
mng-umap@100
0.798
8MNG20
mng-umap@100
0.796
9BS_42Y3YANN
brain-umap@2
pilocytic astrocytoma0.792
10BS_WRHDP7WF
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.790

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.607Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.602Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.443Idelalisib— uncovered
HYPOXIA0.433Idelalisib— uncovered
PROTEIN_SECRETION0.432Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.391Inavolisib— uncovered
APOPTOSIS0.367Idelalisib— uncovered
ANDROGEN_RESPONSE0.354Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.296Idelalisib— uncovered
UV_RESPONSE_UP0.289Idelalisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
HEME_METABOLISM0.271Temsirolimus— uncovered
MTORC1_SIGNALING0.267Inavolisib— uncovered
P53_PATHWAY0.258Idelalisib— uncovered
COMPLEMENT0.256Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.252Inavolisib— uncovered
COAGULATION0.245Binimetinib— uncovered
KRAS_SIGNALING_UP0.243Inavolisib— uncovered
IL2_STAT5_SIGNALING0.233Idelalisib— uncovered