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

MNG524

38fb96e4-deec-5e3f-a664-0914b3f43f93

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

  • ALLOGRAFT_REJECTION+0.422
  • DNA_REPAIR+0.323
  • INTERFERON_GAMMA_RESPONSE+0.315
  • INTERFERON_ALPHA_RESPONSE+0.292
  • OXIDATIVE_PHOSPHORYLATION+0.271
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.243
  • MYC_TARGETS_V1+0.201
  • APICAL_SURFACE+0.180
  • PANCREAS_BETA_CELLS+0.178
  • MYC_TARGETS_V2+0.174

Top 10 suppressed

  • ANGIOGENESIS-0.387
  • PROTEIN_SECRETION-0.380
  • G2M_CHECKPOINT-0.368
  • MITOTIC_SPINDLE-0.365
  • ANDROGEN_RESPONSE-0.319
  • E2F_TARGETS-0.316
  • HEDGEHOG_SIGNALING-0.299
  • MTORC1_SIGNALING-0.282
  • TNFA_SIGNALING_VIA_NFKB-0.256
  • ESTROGEN_RESPONSE_EARLY-0.223

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
1MNG433
mng-umap@100
0.796
2TCGA-CV-A45T-01A-11R-A24H-07
head-neck@1
0.762
3MNG580
mng-umap@100
0.750
4MNG930
mng-umap@100
0.742
5MNG1097
mng-umap@100
0.735
6TCGA-LL-A5YN-01A-11R-A28M-07
breast-umap@18
B0.726
7SRR2016951
head-neck@1
0.725
8TCGA-64-5778-01A-01R-1628-07
lung-landscapes@6
cohortA10.716
9TCGA-BH-A2L8-01A-11R-A18M-07
breast-umap@18
A0.713
10TCGA-CQ-5333-01A-01R-2403-07
head-neck@1
0.712

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.422Idelalisib— uncovered
DNA_REPAIR0.323Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.315Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.292Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.271Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.243Inavolisib— uncovered
MYC_TARGETS_V10.201Inavolisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.178Cobimetinib— uncovered
MYC_TARGETS_V20.174Idelalisib— uncovered
PEROXISOME0.162Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.144Idelalisib— uncovered
FATTY_ACID_METABOLISM0.120Inavolisib— uncovered
MYOGENESIS0.119Inavolisib— uncovered
P53_PATHWAY0.113Idelalisib— uncovered
COMPLEMENT0.080Inavolisib— uncovered
COAGULATION0.073Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.059Inavolisib— uncovered
KRAS_SIGNALING_UP0.051Inavolisib— uncovered
TGF_BETA_SIGNALING0.046Inavolisib— uncovered