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Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort
OBJECTIVE: Findings from cross‐sectional studies have revealed associations between DNA methylation and systemic lupus erythematosus (SLE) outcomes. This study was undertaken to investigate the dynamics of DNA methylation by examining participants from an SLE longitudinal cohort using samples collec...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wiley Periodicals, Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529797/ https://www.ncbi.nlm.nih.gov/pubmed/35635730 http://dx.doi.org/10.1002/art.42237 |
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author | Lanata, Cristina M. Nititham, Joanne Taylor, Kimberly E. Solomon, Olivia Chung, Sharon A. Blazer, Ashira Trupin, Laura Katz, Patricia Dall'Era, Maria Yazdany, Jinoos Sirota, Marina Barcellos, Lisa F. Criswell, Lindsey A. |
author_facet | Lanata, Cristina M. Nititham, Joanne Taylor, Kimberly E. Solomon, Olivia Chung, Sharon A. Blazer, Ashira Trupin, Laura Katz, Patricia Dall'Era, Maria Yazdany, Jinoos Sirota, Marina Barcellos, Lisa F. Criswell, Lindsey A. |
author_sort | Lanata, Cristina M. |
collection | PubMed |
description | OBJECTIVE: Findings from cross‐sectional studies have revealed associations between DNA methylation and systemic lupus erythematosus (SLE) outcomes. This study was undertaken to investigate the dynamics of DNA methylation by examining participants from an SLE longitudinal cohort using samples collected at 2 time points. METHODS: A total of 101 participants from the California Lupus Epidemiology Study were included in our analysis. DNA was extracted from blood samples collected at the time of enrolment in the cohort and samples collected after 2 years and was analyzed using Illumina EPIC BeadChip kit. Paired t‐tests were used to identify genome‐wide changes which included 256 CpG sites previously found to be associated with SLE subtypes. Linear mixed models were developed to understand the relationship between DNA methylation and disease activity, medication use, and sample cell‐type proportions, adjusted for age, sex, and genetic principal components. RESULTS: The majority of CpGs that were previously determined to be associated with SLE subtypes remained stable over 2 years (185 CpGs [72.3%]; t‐test false discovery rate >0.05). Compared to background genome‐wide methylation, there was an enrichment of SLE subtype–associated CpGs that changed over time (27.7% versus 0.34%). Changes in cell‐type proportions were associated with changes at 67 CpGs (P < 2.70 × 10(−5)), and 15 CpGs had at least 1 significant association with immunosuppressant use. CONCLUSION: In this longitudinal SLE cohort, we identified a subset of SLE subtype–associated CpGs that remained stable over time and may be useful as biomarkers of disease subtypes. Another subset of SLE subtype–associated CpGs changed at a higher proportion compared to the genome‐wide methylome. Additional studies are needed to understand the etiology and impact of these changes on methylation of SLE‐associated CpGs. |
format | Online Article Text |
id | pubmed-9529797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Wiley Periodicals, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95297972023-01-09 Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort Lanata, Cristina M. Nititham, Joanne Taylor, Kimberly E. Solomon, Olivia Chung, Sharon A. Blazer, Ashira Trupin, Laura Katz, Patricia Dall'Era, Maria Yazdany, Jinoos Sirota, Marina Barcellos, Lisa F. Criswell, Lindsey A. Arthritis Rheumatol Systemic Lupus Erythematosus OBJECTIVE: Findings from cross‐sectional studies have revealed associations between DNA methylation and systemic lupus erythematosus (SLE) outcomes. This study was undertaken to investigate the dynamics of DNA methylation by examining participants from an SLE longitudinal cohort using samples collected at 2 time points. METHODS: A total of 101 participants from the California Lupus Epidemiology Study were included in our analysis. DNA was extracted from blood samples collected at the time of enrolment in the cohort and samples collected after 2 years and was analyzed using Illumina EPIC BeadChip kit. Paired t‐tests were used to identify genome‐wide changes which included 256 CpG sites previously found to be associated with SLE subtypes. Linear mixed models were developed to understand the relationship between DNA methylation and disease activity, medication use, and sample cell‐type proportions, adjusted for age, sex, and genetic principal components. RESULTS: The majority of CpGs that were previously determined to be associated with SLE subtypes remained stable over 2 years (185 CpGs [72.3%]; t‐test false discovery rate >0.05). Compared to background genome‐wide methylation, there was an enrichment of SLE subtype–associated CpGs that changed over time (27.7% versus 0.34%). Changes in cell‐type proportions were associated with changes at 67 CpGs (P < 2.70 × 10(−5)), and 15 CpGs had at least 1 significant association with immunosuppressant use. CONCLUSION: In this longitudinal SLE cohort, we identified a subset of SLE subtype–associated CpGs that remained stable over time and may be useful as biomarkers of disease subtypes. Another subset of SLE subtype–associated CpGs changed at a higher proportion compared to the genome‐wide methylome. Additional studies are needed to understand the etiology and impact of these changes on methylation of SLE‐associated CpGs. Wiley Periodicals, Inc. 2022-09-01 2022-10 /pmc/articles/PMC9529797/ /pubmed/35635730 http://dx.doi.org/10.1002/art.42237 Text en © 2022 The Authors. Arthritis & Rheumatology published by Wiley Periodicals LLC on behalf of American College of Rheumatology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Systemic Lupus Erythematosus Lanata, Cristina M. Nititham, Joanne Taylor, Kimberly E. Solomon, Olivia Chung, Sharon A. Blazer, Ashira Trupin, Laura Katz, Patricia Dall'Era, Maria Yazdany, Jinoos Sirota, Marina Barcellos, Lisa F. Criswell, Lindsey A. Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort |
title | Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort |
title_full | Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort |
title_fullStr | Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort |
title_full_unstemmed | Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort |
title_short | Dynamics of Methylation of CpG Sites Associated With Systemic Lupus Erythematosus Subtypes in a Longitudinal Cohort |
title_sort | dynamics of methylation of cpg sites associated with systemic lupus erythematosus subtypes in a longitudinal cohort |
topic | Systemic Lupus Erythematosus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529797/ https://www.ncbi.nlm.nih.gov/pubmed/35635730 http://dx.doi.org/10.1002/art.42237 |
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