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

MNG1144

d952d638-768b-5366-98d0-f21473e8db32

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

  • PANCREAS_BETA_CELLS+0.592
  • OXIDATIVE_PHOSPHORYLATION+0.423
  • BILE_ACID_METABOLISM+0.294
  • SPERMATOGENESIS+0.251
  • COAGULATION+0.249
  • XENOBIOTIC_METABOLISM+0.176
  • ESTROGEN_RESPONSE_EARLY+0.169
  • FATTY_ACID_METABOLISM+0.149
  • ANGIOGENESIS+0.138
  • KRAS_SIGNALING_DN+0.134

Top 10 suppressed

  • MYC_TARGETS_V2-0.517
  • TNFA_SIGNALING_VIA_NFKB-0.451
  • G2M_CHECKPOINT-0.413
  • MITOTIC_SPINDLE-0.403
  • E2F_TARGETS-0.379
  • TGF_BETA_SIGNALING-0.377
  • INFLAMMATORY_RESPONSE-0.360
  • UV_RESPONSE_DN-0.350
  • WNT_BETA_CATENIN_SIGNALING-0.319
  • NOTCH_SIGNALING-0.294

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MBCProject_0755_T1_RNA
breast-umap@18
B0.825
2SRR1318426
brain-umap@2
GTEX0.806
3SRR1433750
brain-umap@2
GTEX0.806
4BS_KZPR01BD
brain-umap@2
DNET0.802
5ULC0559T_S71
lung-landscapes@6
cohortA20.795
6MDT-AP-2024
medullo-epn-umap@date-based
MedMedulloblastoma0.795
7SRR25617874
breast-umap@18
B0.792
8MNG543
mng-umap@100
0.792
9MNG250
mng-umap@100
0.789
10MNG453
mng-umap@100
0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.592Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.423Remibrutinib— uncovered
BILE_ACID_METABOLISM0.294Inavolisib— uncovered
SPERMATOGENESIS0.251Inavolisib— uncovered
COAGULATION0.249Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.176Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.169Inavolisib— uncovered
FATTY_ACID_METABOLISM0.149Inavolisib— uncovered
ANGIOGENESIS0.138Remibrutinib— uncovered
KRAS_SIGNALING_DN0.134Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.112Idelalisib— uncovered
GLYCOLYSIS0.112Inavolisib— uncovered
ADIPOGENESIS0.111Inavolisib— uncovered
MTORC1_SIGNALING0.111Inavolisib— uncovered
APICAL_SURFACE0.084Temsirolimus— uncovered
MYC_TARGETS_V10.061Inavolisib— uncovered
HEDGEHOG_SIGNALING0.054Inavolisib— uncovered
PEROXISOME0.023Idelalisib— uncovered
PROTEIN_SECRETION0.011Remibrutinib— uncovered
COMPLEMENT0.008Inavolisib— uncovered