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

MNG1253

f6d2dc04-d4ca-5bef-8eb0-5a0c0fe9b10d

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

  • MYC_TARGETS_V2+0.373
  • TGF_BETA_SIGNALING+0.337
  • DNA_REPAIR+0.332
  • OXIDATIVE_PHOSPHORYLATION+0.294
  • ADIPOGENESIS+0.291
  • UNFOLDED_PROTEIN_RESPONSE+0.267
  • MYC_TARGETS_V1+0.244
  • PI3K_AKT_MTOR_SIGNALING+0.219
  • PEROXISOME+0.196
  • UV_RESPONSE_UP+0.189

Top 10 suppressed

  • ANGIOGENESIS-0.488
  • TNFA_SIGNALING_VIA_NFKB-0.354
  • KRAS_SIGNALING_UP-0.315
  • E2F_TARGETS-0.314
  • G2M_CHECKPOINT-0.296
  • KRAS_SIGNALING_DN-0.261
  • INFLAMMATORY_RESPONSE-0.234
  • SPERMATOGENESIS-0.217
  • COMPLEMENT-0.210
  • ALLOGRAFT_REJECTION-0.208

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG659
mng-umap@100
0.826
2DRR168596
bladder-landscape@3
0.754
3EA6A086B-F655-47E8-9E70-8A2D36FC2AE1
brain-umap@2
0.750
4A0DA6087-9D43-41F9-8569-9F9320E4A9E8
brain-umap@2
0.725
5MNG910
mng-umap@100
0.718
6BS_G3RJTBZD
brain-umap@2
high-grade glioma0.718
7MNG977
mng-umap@100
0.704
8MNG1043
mng-umap@100
0.702
9F2FCC449-3487-474C-82A6-8F2ED71E41BC
brain-umap@2
0.694
10SJBT031392_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.693

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.373Idelalisib— uncovered
TGF_BETA_SIGNALING0.337Inavolisib— uncovered
DNA_REPAIR0.332Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.294Remibrutinib— uncovered
ADIPOGENESIS0.291Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.267Idelalisib— uncovered
MYC_TARGETS_V10.244Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.219Inavolisib— uncovered
PEROXISOME0.196Idelalisib— uncovered
UV_RESPONSE_UP0.189Idelalisib— uncovered
FATTY_ACID_METABOLISM0.164Inavolisib— uncovered
P53_PATHWAY0.146Idelalisib— uncovered
APICAL_JUNCTION0.144Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.134Inavolisib— uncovered
HEME_METABOLISM0.133Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.130Inavolisib— uncovered
NOTCH_SIGNALING0.105Inavolisib— uncovered
PROTEIN_SECRETION0.082Remibrutinib— uncovered
BILE_ACID_METABOLISM0.076Inavolisib— uncovered
APOPTOSIS0.069Idelalisib— uncovered