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

MNG1204

26be533e-1dc5-54f6-9f85-8850018909e6

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

  • PROTEIN_SECRETION+0.483
  • E2F_TARGETS+0.413
  • G2M_CHECKPOINT+0.397
  • MYC_TARGETS_V1+0.339
  • TGF_BETA_SIGNALING+0.229
  • ANDROGEN_RESPONSE+0.177
  • HEME_METABOLISM+0.170
  • SPERMATOGENESIS+0.154
  • MITOTIC_SPINDLE+0.153
  • MYC_TARGETS_V2+0.137

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.343
  • ANGIOGENESIS-0.337
  • MYOGENESIS-0.323
  • TNFA_SIGNALING_VIA_NFKB-0.306
  • COAGULATION-0.290
  • HYPOXIA-0.264
  • APICAL_JUNCTION-0.254
  • ALLOGRAFT_REJECTION-0.253
  • COMPLEMENT-0.242
  • P53_PATHWAY-0.237

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
1TCGA-A2-A1FW-01A-11R-A13Q-07
breast-umap@18
B0.856
2TCGA-C8-A1HK-01A-21R-A13Q-07
breast-umap@18
C0.843
3TCGA-AO-A1KS-01A-11R-A13Q-07
breast-umap@18
B0.834
4BS_7G42J2SK
medullo-epn-umap@date-based
EPNSupratentorial EPN0.817
5MDT-AP-3307
medullo-epn-umap@date-based
MedMedulloblastoma0.817
6R144
bladder-landscape@3
0.813
7E79FE058-F03E-45F3-A939-356B0427E1B7
brain-umap@2
0.812
8TCGA-AR-A0U3-01A-11R-A109-07
breast-umap@18
B0.812
9MDT-AP-3288
medullo-epn-umap@date-based
MedMedulloblastoma0.811
1065567450-e04a-4251-9939-8d2545077236
melanoma-umap@29
0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.483Remibrutinib— uncovered
E2F_TARGETS0.413Inavolisib— uncovered
G2M_CHECKPOINT0.397Inavolisib— uncovered
MYC_TARGETS_V10.339Inavolisib— uncovered
TGF_BETA_SIGNALING0.229Inavolisib— uncovered
ANDROGEN_RESPONSE0.177Inavolisib— uncovered
HEME_METABOLISM0.170Temsirolimus— uncovered
SPERMATOGENESIS0.154Inavolisib— uncovered
MITOTIC_SPINDLE0.153Inavolisib— uncovered
MYC_TARGETS_V20.137Idelalisib— uncovered
MTORC1_SIGNALING0.133Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.128Inavolisib— uncovered
UV_RESPONSE_DN0.122Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.113Idelalisib— uncovered
BILE_ACID_METABOLISM0.112Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.111Inavolisib— uncovered
HEDGEHOG_SIGNALING0.086Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.077Remibrutinib— uncovered
DNA_REPAIR0.052Idelalisib— uncovered
FATTY_ACID_METABOLISM0.045Inavolisib— uncovered