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Advanced glycation endproducts, dityrosine and arginine transporter dysfunction in autism - a source of biomarkers for clinical diagnosis
- Source :
- Molecular Autism, Vol 9, Iss 1, Pp 1-16 (2018), Molecular Autism
- Publication Year :
- 2018
-
Abstract
- Background Clinical chemistry tests for autism spectrum disorder (ASD) are currently unavailable. The aim of this study was to explore the diagnostic utility of proteotoxic biomarkers in plasma and urine, plasma protein glycation, oxidation, and nitration adducts, and related glycated, oxidized, and nitrated amino acids (free adducts), for the clinical diagnosis of ASD. Methods Thirty-eight children with ASD (29 male, 9 female; age 7.6 ± 2.0 years) and 31 age-matched healthy controls (23 males, 8 females; 8.6 ± 2.0 years) were recruited for this study. Plasma protein glycation, oxidation, and nitration adducts and amino acid metabolome in plasma and urine were determined by stable isotopic dilution analysis liquid chromatography-tandem mass spectrometry. Machine learning methods were then employed to explore and optimize combinations of analyte data for ASD diagnosis. Results We found that children with ASD had increased advanced glycation endproducts (AGEs), Nε-carboxymethyl-lysine (CML) and Nω-carboxymethylarginine (CMA), and increased oxidation damage marker, dityrosine (DT), in plasma protein, with respect to healthy controls. We also found that children with ASD had increased CMA free adduct in plasma ultrafiltrate and increased urinary excretion of oxidation free adducts, alpha-aminoadipic semialdehyde and glutamic semialdehyde. From study of renal handling of amino acids, we found that children with ASD had decreased renal clearance of arginine and CMA with respect to healthy controls. Algorithms to discriminate between ASD and healthy controls gave strong diagnostic performance with features: plasma protein AGEs—CML, CMA—and 3-deoxyglucosone-derived hydroimidazolone, and oxidative damage marker, DT. The sensitivity, specificity, and receiver operating characteristic area-under-the-curve were 92%, 84%, and 0.94, respectively. Conclusions Changes in plasma AGEs were likely indicative of dysfunctional metabolism of dicarbonyl metabolite precursors of AGEs, glyoxal and 3-deoxyglucosone. DT is formed enzymatically by dual oxidase (DUOX); selective increase of DT as an oxidative damage marker implicates increased DUOX activity in ASD possibly linked to impaired gut mucosal immunity. Decreased renal clearance of arginine and CMA in ASD is indicative of increased arginine transporter activity which may be a surrogate marker of disturbance of neuronal availability of amino acids. Data driven combination of these biomarkers perturbed by proteotoxic stress, plasma protein AGEs and DT, gave diagnostic algorithms of high sensitivity and specificity for ASD. Electronic supplementary material The online version of this article (10.1186/s13229-017-0183-3) contains supplementary material, which is available to authorized users.
- Subjects :
- Glycation End Products, Advanced
Male
0301 basic medicine
medicine.medical_specialty
Arginine
Metabolite
Amino acid metabolome
medicine.disease_cause
Sensitivity and Specificity
Advanced glycation endproducts (AGEs)
lcsh:RC346-429
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
Developmental Neuroscience
Glycation
Internal medicine
Machine learning
medicine
Metabolome
Humans
Autistic Disorder
Autism spectrum disorder
Child
Molecular Biology
Advanced glycation endproduct
lcsh:Neurology. Diseases of the nervous system
chemistry.chemical_classification
Chemistry
Research
Lysine
Metabolism
Autism spectrum disorder (ASD)
Blood proteins
Amino acid
Psychiatry and Mental health
030104 developmental biology
Endocrinology
Oxidative stress
Amino Acid Transport Systems, Basic
Tyrosine
Oxidative stre
Female
Biomarkers
030217 neurology & neurosurgery
Developmental Biology
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Molecular Autism, Vol 9, Iss 1, Pp 1-16 (2018), Molecular Autism
- Accession number :
- edsair.doi.dedup.....710ffb8d01c9c856fdd2960e966bc7e0