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

MNG25

5caf4167-d9bb-5da7-8dba-13afe83cc560

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

  • MYOGENESIS+0.310
  • PANCREAS_BETA_CELLS+0.307
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.252
  • COAGULATION+0.242
  • INTERFERON_ALPHA_RESPONSE+0.218
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.206
  • PEROXISOME+0.187
  • FATTY_ACID_METABOLISM+0.154
  • KRAS_SIGNALING_DN+0.144
  • NOTCH_SIGNALING+0.120

Top 10 suppressed

  • G2M_CHECKPOINT-0.480
  • E2F_TARGETS-0.434
  • MITOTIC_SPINDLE-0.430
  • MYC_TARGETS_V2-0.388
  • PROTEIN_SECRETION-0.360
  • ANDROGEN_RESPONSE-0.335
  • UNFOLDED_PROTEIN_RESPONSE-0.306
  • IL6_JAK_STAT3_SIGNALING-0.274
  • PI3K_AKT_MTOR_SIGNALING-0.264
  • MYC_TARGETS_V1-0.254

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
1TCGA-GM-A2D9-01A-11R-A18M-07
breast-umap@18
B0.854
2SRR1403222
brain-umap@2
GTEX0.846
3BS_0BXY0F9N
brain-umap@2
Posterior Fossa Ependymoma0.804
4SRR1458044
brain-umap@2
GTEX0.773
5TCGA-AO-A126-01A-11R-A10J-07
breast-umap@18
A0.772
6TCGA-GM-A5PX-01A-12R-A28M-07
breast-umap@18
A0.772
7SRR975560
colon-landscapes@1
0.769
860c210ff-d245-40d2-9de9-7b799cc3ffc9
melanoma-umap@29
0.768
9SRR1329761
brain-umap@2
GTEX0.761
10TCGA-C8-A12N-01A-11R-A115-07
breast-umap@18
A0.752

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.310Inavolisib— uncovered
PANCREAS_BETA_CELLS0.307Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.252Inavolisib— uncovered
COAGULATION0.242Binimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.218Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.206Inavolisib— uncovered
PEROXISOME0.187Idelalisib— uncovered
FATTY_ACID_METABOLISM0.154Inavolisib— uncovered
KRAS_SIGNALING_DN0.144Remibrutinib— uncovered
NOTCH_SIGNALING0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.117Idelalisib— uncovered
ANGIOGENESIS0.073Remibrutinib— uncovered
APOPTOSIS0.065Idelalisib— uncovered
DNA_REPAIR0.061Idelalisib— uncovered
APICAL_SURFACE0.058Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.058Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.058Inavolisib— uncovered
APICAL_JUNCTION0.035Inavolisib— uncovered
KRAS_SIGNALING_UP0.032Inavolisib— uncovered
P53_PATHWAY0.032Idelalisib— uncovered