Interplay of Metallome and Metabolome in Amyotrophic Lateral Sclerosis: A Study on Cerebrospinal Fluid of Patients Carrying Disease-Related Gene Mutations.
Nikolay SolovyevMarianna LucioJessica MandrioliSara ForcisiBasem KanawatiJenny UhlMarco VincetiPhilippe Schmitt-KopplinBernhard MichalkePublished in: ACS chemical neuroscience (2023)
Amyotrophic lateral sclerosis (ALS) is a lethal progressive neurodegenerative disease, characterized by a loss of function of upper and lower motor neurons. This study aimed to explore probable pathological alterations occurring in individuals with ALS compared to neurologically healthy controls through the analysis of cerebrospinal fluid (CSF), a medium, which directly interacts with brain parenchyma. A total of 7 ALS patients with disease-associated mutations ( ATXN2 , C9ORF72 , FUS , SOD1 , and TARDBP ) and 13 controls were included in the study. Multiple analytical approaches were employed, including metabolomic and metallomics profiling, as well as genetic screening, using CSF samples obtained from the brain compartment. Data analysis involved the application of multivariate statistical methods. Advanced hyphenated selenium and redox metal (iron, copper, and manganese) speciation techniques and nontargeted Fourier transform ion cyclotron resonance mass spectrometry-based metabolomics were used for data acquisition. Nontargeted metabolomics showed reduced steroids, including sex hormones; additionally, copper and manganese species were found to be the most relevant features for ALS patients. This indicates a potential alteration of sex hormone pathways in the ALS-affected brain, as reflected in the CSF.
Keyphrases
- amyotrophic lateral sclerosis
- cerebrospinal fluid
- mass spectrometry
- data analysis
- end stage renal disease
- chronic kidney disease
- ejection fraction
- white matter
- newly diagnosed
- resting state
- liquid chromatography
- multiple sclerosis
- machine learning
- spinal cord injury
- dna methylation
- high resolution mass spectrometry
- risk assessment
- patient reported outcomes
- big data
- binding protein
- climate change
- copy number
- cerebral ischemia
- patient reported
- solid phase extraction
- organic matter
- simultaneous determination
- capillary electrophoresis