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

MNG1209

1ef0748c-e2d8-54c0-83bb-5ee0eca4c4db

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

  • PROTEIN_SECRETION+0.467
  • OXIDATIVE_PHOSPHORYLATION+0.279
  • PEROXISOME+0.266
  • FATTY_ACID_METABOLISM+0.249
  • HEME_METABOLISM+0.239
  • ADIPOGENESIS+0.230
  • ANDROGEN_RESPONSE+0.218
  • TGF_BETA_SIGNALING+0.217
  • E2F_TARGETS+0.207
  • ESTROGEN_RESPONSE_LATE+0.204

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.461
  • MYC_TARGETS_V2-0.416
  • IL6_JAK_STAT3_SIGNALING-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.354
  • INFLAMMATORY_RESPONSE-0.328
  • MYOGENESIS-0.228
  • INTERFERON_GAMMA_RESPONSE-0.225
  • IL2_STAT5_SIGNALING-0.210
  • TNFA_SIGNALING_VIA_NFKB-0.190
  • HYPOXIA-0.170

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-BH-A0BS-01A-11R-A12P-07
breast-umap@18
B0.855
2MNG1024
mng-umap@100
0.813
3MNG1070
mng-umap@100
0.805
420120126.LumB
breast-umap@18
B0.802
532adc071-1061-45e9-9600-256135f594d9
colon-landscapes@1
0.796
6SRR1516049
bladder-landscape@3
0.784
7MNG1213
mng-umap@100
0.783
8MNG730
mng-umap@100
0.777
9MNG1056
mng-umap@100
0.763
10SRR12202419
bladder-landscape@3
0.761

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.467Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.279Remibrutinib— uncovered
PEROXISOME0.266Idelalisib— uncovered
FATTY_ACID_METABOLISM0.249Inavolisib— uncovered
HEME_METABOLISM0.239Temsirolimus— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.218Inavolisib— uncovered
TGF_BETA_SIGNALING0.217Inavolisib— uncovered
E2F_TARGETS0.207Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.204Idelalisib— uncovered
BILE_ACID_METABOLISM0.154Inavolisib— uncovered
G2M_CHECKPOINT0.152Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.147Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.135Inavolisib— uncovered
MYC_TARGETS_V10.112Inavolisib— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
DNA_REPAIR0.095Idelalisib— uncovered
MTORC1_SIGNALING0.091Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.074Inavolisib— uncovered
MITOTIC_SPINDLE0.069Inavolisib— uncovered