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

MNG1267

3c073609-b60a-5dfa-a76a-de79e45146bd

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+0.273
  • E2F_TARGETS+0.261
  • G2M_CHECKPOINT+0.251
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.232
  • MYC_TARGETS_V2+0.223
  • GLYCOLYSIS+0.186
  • CHOLESTEROL_HOMEOSTASIS+0.185
  • SPERMATOGENESIS+0.176
  • KRAS_SIGNALING_DN+0.147
  • ESTROGEN_RESPONSE_LATE+0.141

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.484
  • PROTEIN_SECRETION-0.417
  • UV_RESPONSE_DN-0.378
  • ANDROGEN_RESPONSE-0.361
  • TNFA_SIGNALING_VIA_NFKB-0.312
  • INTERFERON_ALPHA_RESPONSE-0.252
  • HEME_METABOLISM-0.232
  • MYC_TARGETS_V1-0.228
  • FATTY_ACID_METABOLISM-0.210
  • WNT_BETA_CATENIN_SIGNALING-0.195

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-A2-A3XS-01A-11R-A22U-07
breast-umap@18
E0.717
2TCGA-NK-A7XE-01A-12R-A405-07
lung-landscapes@6
cohortSQ10.698
3R233
bladder-landscape@3
0.677
4TCGA-BH-A0E6-01A-11R-A034-07
breast-umap@18
E0.674
5SRR1797263
lung-landscapes@6
cohortSC0.673
6SRR12202407
bladder-landscape@3
0.673
7TCGA-60-2726-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.670
8SRR650168
bladder-landscape@3
0.670
9AUR-AFR5-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.670
10MNG192
mng-umap@100
0.669

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.273Cobimetinib— uncovered
E2F_TARGETS0.261Inavolisib— uncovered
G2M_CHECKPOINT0.251Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.232Inavolisib— uncovered
MYC_TARGETS_V20.223Idelalisib— uncovered
GLYCOLYSIS0.186Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.185Remibrutinib— uncovered
SPERMATOGENESIS0.176Inavolisib— uncovered
KRAS_SIGNALING_DN0.147Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.141Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.080Inavolisib— uncovered
ALLOGRAFT_REJECTION0.060Idelalisib— uncovered
DNA_REPAIR0.028Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.024Remibrutinib— uncovered
COMPLEMENT0.013Inavolisib— uncovered
MTORC1_SIGNALING0.004Inavolisib— uncovered
P53_PATHWAY0.004Idelalisib— uncovered