Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG45

c4e73554-884b-51f6-93cf-09da247e2c87

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+0.250
  • NOTCH_SIGNALING+0.181
  • UV_RESPONSE_DN+0.038
  • BILE_ACID_METABOLISM+0.022
  • HEME_METABOLISM+0.017
  • MYC_TARGETS_V2-0.013
  • MITOTIC_SPINDLE-0.046
  • PEROXISOME-0.049
  • APICAL_SURFACE-0.051
  • SPERMATOGENESIS-0.056

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.482
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.444
  • TNFA_SIGNALING_VIA_NFKB-0.441
  • IL6_JAK_STAT3_SIGNALING-0.438
  • ALLOGRAFT_REJECTION-0.426
  • INTERFERON_GAMMA_RESPONSE-0.420
  • INFLAMMATORY_RESPONSE-0.409
  • HYPOXIA-0.366
  • APOPTOSIS-0.352
  • P53_PATHWAY-0.346

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MDT-AP-0189
medullo-epn-umap@date-based
MedMedulloblastoma0.903
2SRR650167
bladder-landscape@3
0.890
3SRR650132
bladder-landscape@3
0.888
4SRR8613727
breast-umap@18
D0.885
5SRR607967
brain-umap@2
GTEX0.884
6SRR8518450
breast-umap@18
A0.884
7SRR1399904
brain-umap@2
GTEX0.884
8TCGA-A7-A0DC-01A-11R-A00Z-07
breast-umap@18
D0.883
9TCGA-OR-A5LB-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.881
10SRR657325
brain-umap@2
GTEX0.879

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.250Remibrutinib— uncovered
NOTCH_SIGNALING0.181Inavolisib— uncovered
UV_RESPONSE_DN0.038Inavolisib— uncovered
BILE_ACID_METABOLISM0.022Inavolisib— uncovered
HEME_METABOLISM0.017Temsirolimus— uncovered