Can Small Molecules Provide Clues on Disease Progression in Cerebrospinal Fluid from Mild Cognitive Impairment and Alzheimer’s Disease Patients?#
Authors#
Begoña Talavera Andújar, Arnaud Mary, Carmen Venegas Maldonado, Tiejun Cheng, Leonid Zaslavsky, Evan E. Bolton, Michael Heneka, Emma Schymanski
Abstract#
Alzheimer’s Disease (AD) is a complex and multifactorial neurodegenerative disease. The current diagnosis relies on non-specific biomarkers (Aβ1-42, t-Tau, and p-Tau) measured in cerebral spinal fluid (CSF), which do not provide sufficient insights into disease progression. Studying the exposome could help discover new disease-specific biomarkers for more accurate diagnosis. In this pilot study, exposomics was performed on the CSF of three groups; AD, Mild Cognitive Impairment (MCI), and a non-demented control group (ND), using non-target high resolution mass spectrometry (NT-HRMS) coupled with liquid chromatography (LC). An open-source cheminformatics pipeline was developed using MS-DIAL and patRoon, PubChemLite for Exposomics, plus CSF- and AD-specific suspect lists Fifteen statistically significant chemicals (nine level 1 and six 2a) from diverse classes (amino acids, gut metabolites, sugars, environmental chemicals) were identified. The Hydrophilic Interaction LC method was highly effective detecting most of the relevant chemicals (thirteen out of fifteen). Environmental and lifestyle factors may explain some chemical differences found across groups, such as the higher levels of indole-3-acetic acid found in the AD and MCI compared to the ND group. This work provides a strong methodological basis and several promising hypotheses to upscale these efforts on larger AD cohort numbers in future studies.
Raw data#
The raw data is available on doi: https://doi.org/10.5281/zenodo.4183801.
Source code#
The scripts used to analyse the data are available on GitLab.
The source code used to produce the result is available at https://gitlab.lcsb.uni.lu/eci/AD-CSF.
The raw data is available at https://doi.org/10.5281/zenodo.4183801.