Distinct metabolic profiles associated with autism spectrum disorder versus cancer in individuals with germline PTEN mutations.
Lamis YehiaYing NiTammy SadlerThomas W FrazierCharis EngPublished in: NPJ genomic medicine (2022)
PTEN hamartoma tumor syndrome (PHTS), caused by germline PTEN mutations, has been associated with organ-specific cancers and autism spectrum disorder (ASD) and/or developmental delay (DD). Predicting precise clinical phenotypes in any one PHTS individual remains impossible. We conducted an untargeted metabolomics study on an age- and sex-matched series of PHTS individuals with ASD/DD, cancer, or both phenotypes. Using agnostic metabolomic-analyses from patient-derived lymphoblastoid cells and their spent media, we found 52 differentially abundant individual metabolites, 69 cell/media metabolite ratios, and 327 pair-wise metabotype (shared metabolic phenotype) ratios clearly distinguishing PHTS individuals based on phenotype. Network analysis based on significant metabolites pointed to hubs converging on PTEN-related insulin, MAPK, AMPK, and mTOR signaling cascades. Internal cross-validation of significant metabolites showed optimal overall accuracy in distinguishing PHTS individuals with ASD/DD versus those with cancer. Such metabolomic markers may enable more accurate risk predictions and prevention in individual PHTS patients at highest risk.
Keyphrases
- autism spectrum disorder
- papillary thyroid
- pi k akt
- cell proliferation
- intellectual disability
- attention deficit hyperactivity disorder
- network analysis
- squamous cell
- ms ms
- mass spectrometry
- type diabetes
- cell cycle arrest
- signaling pathway
- childhood cancer
- dna repair
- stem cells
- high resolution
- skeletal muscle
- liquid chromatography
- cell death
- oxidative stress
- insulin resistance
- weight loss
- drug induced
- protein kinase
- simultaneous determination