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

MNG221

96a48442-444f-5718-996a-b3c36c1bf19e

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

  • KRAS_SIGNALING_DN+0.344
  • PANCREAS_BETA_CELLS+0.266
  • NOTCH_SIGNALING+0.169
  • HEDGEHOG_SIGNALING+0.159
  • ANGIOGENESIS+0.157
  • BILE_ACID_METABOLISM+0.136
  • ESTROGEN_RESPONSE_LATE+0.104
  • APICAL_SURFACE+0.095
  • ESTROGEN_RESPONSE_EARLY+0.056
  • MYOGENESIS+0.027

Top 10 suppressed

  • MYC_TARGETS_V1-0.560
  • UNFOLDED_PROTEIN_RESPONSE-0.513
  • TGF_BETA_SIGNALING-0.510
  • TNFA_SIGNALING_VIA_NFKB-0.494
  • DNA_REPAIR-0.477
  • PROTEIN_SECRETION-0.476
  • IL6_JAK_STAT3_SIGNALING-0.454
  • MTORC1_SIGNALING-0.407
  • INTERFERON_ALPHA_RESPONSE-0.379
  • INTERFERON_GAMMA_RESPONSE-0.373

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR1337909
brain-umap@2
GTEX0.903
2SRR1388378
brain-umap@2
GTEX0.900
3SRR1477080
brain-umap@2
GTEX0.900
4SRR33346947
bladder-landscape@3
0.898
5BS_JXNZYGCR
brain-umap@2
DNET0.892
6MNG491
mng-umap@100
0.891
7SJEPD001526_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.891
8SRR1500868
brain-umap@2
GTEX0.890
9BS_9RT63JD9
brain-umap@2
low-grade glioma0.888
10MNG1044
mng-umap@100
0.887

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.344Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.266Cobimetinib— uncovered
NOTCH_SIGNALING0.169Inavolisib— uncovered
HEDGEHOG_SIGNALING0.159Inavolisib— uncovered
ANGIOGENESIS0.157Remibrutinib— uncovered
BILE_ACID_METABOLISM0.136Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.104Idelalisib— uncovered
APICAL_SURFACE0.095Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.056Inavolisib— uncovered
MYOGENESIS0.027Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.027Inavolisib— uncovered
SPERMATOGENESIS0.023Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.013Remibrutinib— uncovered
COAGULATION0.005Binimetinib— uncovered