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

MNG626

97fe2abd-f059-5a54-bc81-27552b58b15a

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+0.541
  • E2F_TARGETS+0.392
  • FATTY_ACID_METABOLISM+0.386
  • OXIDATIVE_PHOSPHORYLATION+0.355
  • G2M_CHECKPOINT+0.347
  • GLYCOLYSIS+0.311
  • MTORC1_SIGNALING+0.307
  • PEROXISOME+0.306
  • XENOBIOTIC_METABOLISM+0.264
  • BILE_ACID_METABOLISM+0.260

Top 10 suppressed

  • UV_RESPONSE_DN-0.492
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.426
  • ANGIOGENESIS-0.369
  • PANCREAS_BETA_CELLS-0.287
  • TGF_BETA_SIGNALING-0.270
  • HEDGEHOG_SIGNALING-0.241
  • PROTEIN_SECRETION-0.186
  • MYOGENESIS-0.173
  • WNT_BETA_CATENIN_SIGNALING-0.169
  • ANDROGEN_RESPONSE-0.150

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
1MNG713
mng-umap@100
0.838
2TCGA-GM-A3XL-01A-11R-A22U-07
breast-umap@18
E0.836
3SRR6013495
lung-landscapes@6
cohortA10.794
4652298ba-554a-4fad-9d8b-aceaee37f9f2
colon-landscapes@1
0.793
5TCGA-AO-A0J2-01A-11R-A034-07
breast-umap@18
C0.785
6TCGA-66-2758-01A-02R-0851-07
lung-landscapes@6
cohortSQ20.782
7992ce1bc-46a2-4f57-ac7a-c6368c69c67c
colon-landscapes@1
0.781
8C3N-01419
lung-landscapes@6
cohortA10.778
9SRR1516081
bladder-landscape@3
0.778
10SRR6013558
lung-landscapes@6
cohortA40.777

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.541Idelalisib— uncovered
E2F_TARGETS0.392Inavolisib— uncovered
FATTY_ACID_METABOLISM0.386Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.355Remibrutinib— uncovered
G2M_CHECKPOINT0.347Inavolisib— uncovered
GLYCOLYSIS0.311Inavolisib— uncovered
MTORC1_SIGNALING0.307Inavolisib— uncovered
PEROXISOME0.306Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.264Inavolisib— uncovered
BILE_ACID_METABOLISM0.260Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
ADIPOGENESIS0.228Inavolisib— uncovered
MYC_TARGETS_V10.228Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.209Inavolisib— uncovered
UV_RESPONSE_UP0.185Idelalisib— uncovered
DNA_REPAIR0.179Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.176Idelalisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
P53_PATHWAY0.135Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.132Remibrutinib— uncovered