Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Jun;76(6):905-918.
doi: 10.1002/art.42779. Epub 2024 Mar 7.

Screening of Environmental Chemicals to Characterize Exposures in Participants With Systemic Lupus Erythematosus

Affiliations

Screening of Environmental Chemicals to Characterize Exposures in Participants With Systemic Lupus Erythematosus

Cristina M Lanata et al. Arthritis Rheumatol. 2024 Jun.

Abstract

Objective: There is a need to characterize exposures associated with the pathogenesis of systemic lupus erythematosus (SLE). In this pilot study, we explore a hypothesis-free approach that can measure thousands of exogenous chemicals in blood ("exposome") in patients with SLE and unaffected controls.

Methods: This cross-sectional study analyzed a cohort of patients with prevalent SLE (n = 285) and controls (n = 106). Plasma was analyzed by liquid chromatography-quadrupole time-of-flight mass spectrometry (LC-QTOF/MS). Mass spectrometry features present in at least 25% of all samples were selected for association analysis (n = 2,737). Features were matched to potential chemicals using available databases. Association analysis of abundances of features with SLE status was performed, adjusting for age and sex. We also explored features associated with SLE phenotypes, sociodemographic factors, and current medication use.

Results: We found 30 features significantly associated with SLE status (Bonferroni P < 0.05). Of these, seven matched chemical names based on databases. These seven features included phthalate metabolites, a formetanate metabolite, and eugenol. The abundance of acid pesticides differed between patients with SLE and controls (Bonferroni P < 0.05). Two unmatched features were associated with a history of lupus nephritis, and one with anti-double-stranded DNA antibody production (Bonferroni P < 0.05). Seventeen features varied by self-reported race and ethnicity, including a polyfluoroalkyl substance (analysis of variance P < 1.69 × 10-5). Eleven features correlated with antimalarials, 6 with mycophenolate mofetil, and 29 with prednisone use.

Conclusion: This proof-of-concept study demonstrates that LC-QTOF/MS is a powerful tool that agnostically detects circulating exogenous compounds. These analyses can generate hypotheses of disease-related exposures for future prospective, longitudinal studies.

PubMed Disclaimer

Figures

Fig 1.
Fig 1.
Analysis pipeline to characterize plasma environmental chemicals in SLE and control participants
Fig. 2
Fig. 2
Boxplots of matched features grouped into chemical classes in SLE vs unaffected controls.
Fig 3.
Fig 3.. Heatmap of 49 selected features according to association analyses.
Abundances of features were normalized, and natural log transformed.

References

    1. Woo JMP, Parks CG, Jacobsen S, Costenbader KH, Bernatsky S. The role of environmental exposures and gene-environment interactions in the etiology of systemic lupus erythematous. J Intern Med. Feb 10 2022;doi:10.1111/joim.13448 - DOI - PubMed
    1. Wild CP, Scalbert A, Herceg Z. Measuring the exposome: a powerful basis for evaluating environmental exposures and cancer risk. Environ Mol Mutagen. Aug 2013;54(7):480–99. doi:10.1002/em.21777 - DOI - PubMed
    1. Vermeulen R, Schymanski EL, Barabasi AL, Miller GW. The exposome and health: Where chemistry meets biology. Science. Jan 24 2020;367(6476):392–396. doi:10.1126/science.aay3164 - DOI - PMC - PubMed
    1. Nakazawa H, Iwasaki Y, Ito R. Analytical methods for the quantification of bisphenol A, alkylphenols, phthalate esters, and perfluoronated chemicals in biological samples. Anal Sci. 2014;30(1):25–34. doi:10.2116/analsci.30.25 - DOI - PubMed
    1. Lacorte S, Fernandez-Alba AR. Time of flight mass spectrometry applied to the liquid chromatographic analysis of pesticides in water and food. Mass Spectrom Rev. Nov-Dec 2006;25(6):866–80. doi:10.1002/mas.20094 - DOI - PubMed