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

MNG1017

c52e8f09-bf34-51c8-a5e7-7a0fda6994d3

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

  • OXIDATIVE_PHOSPHORYLATION+0.492
  • PROTEIN_SECRETION+0.472
  • ADIPOGENESIS+0.362
  • MYC_TARGETS_V1+0.337
  • MTORC1_SIGNALING+0.328
  • CHOLESTEROL_HOMEOSTASIS+0.320
  • NOTCH_SIGNALING+0.311
  • MYC_TARGETS_V2+0.296
  • MITOTIC_SPINDLE+0.284
  • G2M_CHECKPOINT+0.268

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.386
  • INTERFERON_GAMMA_RESPONSE-0.378
  • ALLOGRAFT_REJECTION-0.271
  • IL6_JAK_STAT3_SIGNALING-0.250
  • TNFA_SIGNALING_VIA_NFKB-0.227
  • INFLAMMATORY_RESPONSE-0.208
  • SPERMATOGENESIS-0.185
  • KRAS_SIGNALING_DN-0.180
  • COAGULATION-0.109
  • MYOGENESIS-0.099

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
1MNG458
mng-umap@100
0.849
2MNG93
mng-umap@100
0.835
3MNG434
mng-umap@100
0.826
4MNG1041
mng-umap@100
0.822
5MNG169
mng-umap@100
0.820
6TCGA-BH-A1EN-01A-11R-A13Q-07
breast-umap@18
C0.806
7MNG432
mng-umap@100
0.804
8SRR5903549
lung-landscapes@6
cohortA40.802
9MNG1011
mng-umap@100
0.800
10R205
bladder-landscape@3
0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.492Remibrutinib— uncovered
PROTEIN_SECRETION0.472Remibrutinib— uncovered
ADIPOGENESIS0.362Inavolisib— uncovered
MYC_TARGETS_V10.337Inavolisib— uncovered
MTORC1_SIGNALING0.328Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.320Remibrutinib— uncovered
NOTCH_SIGNALING0.311Inavolisib— uncovered
MYC_TARGETS_V20.296Idelalisib— uncovered
MITOTIC_SPINDLE0.284Inavolisib— uncovered
G2M_CHECKPOINT0.268Inavolisib— uncovered
ANGIOGENESIS0.257Remibrutinib— uncovered
GLYCOLYSIS0.243Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.226Idelalisib— uncovered
BILE_ACID_METABOLISM0.191Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.187Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.173Inavolisib— uncovered
DNA_REPAIR0.149Idelalisib— uncovered
UV_RESPONSE_DN0.147Inavolisib— uncovered
HEME_METABOLISM0.145Temsirolimus— uncovered