High-Throughput Solid Phase Extraction for Targeted and Non-Targeted Exposomics

19 November 2024, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Characterizing the chemical exposome relies on advanced instrumentation including tandem mass spectrometry coupled to liquid chromatography (LC-MS/MS), and non-targeted analysis (NTA) using high-resolution MS. However, proper sample pretreatment, balancing broad analyte coverage, method robustness, and throughput remain a major bottleneck in exposomics. Here, we developed a robust and scalable solid-phase extraction (SPE) protocol in 96-well format for human urine and plasma and optimized it for a panel of 94 highly diverse environmental and food-related contaminants (LogP -0.7 ~ 6.8). Extraction recoveries (RE) and signal suppression and enhancement (SSE) were determined using targeted LC-MS/MS. Acceptable REs (60% - 140%) were achieved for >70% of all analytes, and acceptable SSE values (60% -140%) for 86% and 90% in urine and plasma, respectively. Subsequently, the method was transferred to 96-well format, significantly improving throughput to meet the capacity requirements needed for exposome-wide association studies (ExWAS). The established workflow is approximately 10× faster than routinely used metabolomics-based protein precipitation approaches when comparing the estimated total analysis time for 1000 samples. The method’s applicability for NTA and suspect screening was tested and compared to a generic protein precipitation protocol using NIST standard reference materials for urine (SRM 3672) and plasma (SRM 1950). Better performance was shown for the protein precipitation workflow while the SPE protocol demonstrated promising results. Therefore, the developed workflow is not only superior for future high-throughput targeted exposomics but also offers an option for NTA applications. The presented well-balanced approach is likely applicable to research in pharmacology, food safety, or systems toxicology.

Keywords

Sample preparation methods
exposome research
suspect screening
public and environmental health
mass spectrometry

Supplementary materials

Title
Description
Actions
Title
High-Throughput Solid Phase Extraction for Targeted and Non-Targeted Exposomics
Description
Additional description of materials, mixture of standards, preparation of in-house mix-mode SPE cartridges, spiking process, sample preparation with SPE, instrument analysis, and supplementary figures.
Actions
Title
High-Throughput Solid Phase Extraction for Targeted and Non-Targeted Exposomics
Description
Supporting information for standards, LC separation, systematic stability test, non-targeted annotated features, and additional experiment details in tables
Actions

Comments

Comments are not moderated before they are posted, but they can be removed by the site moderators if they are found to be in contravention of our Commenting Policy [opens in a new tab] - please read this policy before you post. Comments should be used for scholarly discussion of the content in question. You can find more information about how to use the commenting feature here [opens in a new tab] .
This site is protected by reCAPTCHA and the Google Privacy Policy [opens in a new tab] and Terms of Service [opens in a new tab] apply.