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Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients
BACKGROUND: Systemic Lupus Erythematosus (SLE) is a complex and heterogeneous autoimmune disease mediated by quantities of autoantibodies in which anti-double-stranded DNA (anti-dsDNA) antibodies are important. Besides, glycosylation is one of the most commonly post-translational modifications of an...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857559/ https://www.ncbi.nlm.nih.gov/pubmed/35182998 http://dx.doi.org/10.1016/j.ebiom.2022.103883 |
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author | Han, Jing Zhou, Zhuochao Zhang, Rongrong You, Yijun Guo, Zizhen Huang, Jinyan Wang, Fan Sun, Yue Liu, Honglei Cheng, Xiaobing Su, Yutong Shi, Hui Hu, Qiongyi Teng, Jialin Yang, Chengde Ren, Shifang Ye, Junna |
author_facet | Han, Jing Zhou, Zhuochao Zhang, Rongrong You, Yijun Guo, Zizhen Huang, Jinyan Wang, Fan Sun, Yue Liu, Honglei Cheng, Xiaobing Su, Yutong Shi, Hui Hu, Qiongyi Teng, Jialin Yang, Chengde Ren, Shifang Ye, Junna |
author_sort | Han, Jing |
collection | PubMed |
description | BACKGROUND: Systemic Lupus Erythematosus (SLE) is a complex and heterogeneous autoimmune disease mediated by quantities of autoantibodies in which anti-double-stranded DNA (anti-dsDNA) antibodies are important. Besides, glycosylation is one of the most commonly post-translational modifications of antibodies. The association of anti-dsDNA antibodies glycosylation and SLE disease activity is still unknown. METHODS: We enrolled 101 consecutive treatment-naïve SLE patients with positive anti-dsDNA antibodies from the Department of Rheumatology and Immunology at Ruijin Hospital, Shanghai, between 2017 and 2019. Serum samples were used in this study. We analysed the glycosylation of anti-dsDNA IgG and total IgG subclasses according to systemic lupus erythematosus disease activity index (SLEDAI) scores. Statistical analysis and machine learning were performed to assess the correlation between glycosylation of anti-dsDNA IgG and total IgG with disease activity. FINDINGS: Serum samples from 86 patients could be detected with anti-dsDNA IgG glycopeptide and subclass of IgG glycoform. Cluster analysis showed that glycosylation of anti-dsDNA IgG and total IgG subclasses were different in SLE patients. Fucosylation, galactosylation, and sialylation levels of anti-dsDNA IgG1 were increased with SLEDAI scores (all p<0.05). The results of machine learning showed that all the glycoforms of anti-dsDNA IgG1 had better performance with lower standardised square error (SSE) than that of total IgG1, with anti-dsDNA IgG1 fucosylation level having the lowest SSE (0.009). INTERPRETATION: Our study indicated that glycosylation of anti-dsDNA IgG was different from that of total IgG and fucosylation of anti-dsDNA IgG1 correlated best with SLE disease activity. FUNDING: This work is supported by the National Key Research and Development Program of China (2018YFC0910303), National Natural Science Foundation of China (81801592, 82101876), Clinical Research Plan of SHDC (SHDC2020CR4011), Ruijin Hospital Youth Incubation Project (KY2021607) and Shanghai Pujiang Young Rheumatologists Training Program (SPROG202006). |
format | Online Article Text |
id | pubmed-8857559 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-88575592022-03-02 Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients Han, Jing Zhou, Zhuochao Zhang, Rongrong You, Yijun Guo, Zizhen Huang, Jinyan Wang, Fan Sun, Yue Liu, Honglei Cheng, Xiaobing Su, Yutong Shi, Hui Hu, Qiongyi Teng, Jialin Yang, Chengde Ren, Shifang Ye, Junna EBioMedicine Articles BACKGROUND: Systemic Lupus Erythematosus (SLE) is a complex and heterogeneous autoimmune disease mediated by quantities of autoantibodies in which anti-double-stranded DNA (anti-dsDNA) antibodies are important. Besides, glycosylation is one of the most commonly post-translational modifications of antibodies. The association of anti-dsDNA antibodies glycosylation and SLE disease activity is still unknown. METHODS: We enrolled 101 consecutive treatment-naïve SLE patients with positive anti-dsDNA antibodies from the Department of Rheumatology and Immunology at Ruijin Hospital, Shanghai, between 2017 and 2019. Serum samples were used in this study. We analysed the glycosylation of anti-dsDNA IgG and total IgG subclasses according to systemic lupus erythematosus disease activity index (SLEDAI) scores. Statistical analysis and machine learning were performed to assess the correlation between glycosylation of anti-dsDNA IgG and total IgG with disease activity. FINDINGS: Serum samples from 86 patients could be detected with anti-dsDNA IgG glycopeptide and subclass of IgG glycoform. Cluster analysis showed that glycosylation of anti-dsDNA IgG and total IgG subclasses were different in SLE patients. Fucosylation, galactosylation, and sialylation levels of anti-dsDNA IgG1 were increased with SLEDAI scores (all p<0.05). The results of machine learning showed that all the glycoforms of anti-dsDNA IgG1 had better performance with lower standardised square error (SSE) than that of total IgG1, with anti-dsDNA IgG1 fucosylation level having the lowest SSE (0.009). INTERPRETATION: Our study indicated that glycosylation of anti-dsDNA IgG was different from that of total IgG and fucosylation of anti-dsDNA IgG1 correlated best with SLE disease activity. FUNDING: This work is supported by the National Key Research and Development Program of China (2018YFC0910303), National Natural Science Foundation of China (81801592, 82101876), Clinical Research Plan of SHDC (SHDC2020CR4011), Ruijin Hospital Youth Incubation Project (KY2021607) and Shanghai Pujiang Young Rheumatologists Training Program (SPROG202006). Elsevier 2022-02-16 /pmc/articles/PMC8857559/ /pubmed/35182998 http://dx.doi.org/10.1016/j.ebiom.2022.103883 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Han, Jing Zhou, Zhuochao Zhang, Rongrong You, Yijun Guo, Zizhen Huang, Jinyan Wang, Fan Sun, Yue Liu, Honglei Cheng, Xiaobing Su, Yutong Shi, Hui Hu, Qiongyi Teng, Jialin Yang, Chengde Ren, Shifang Ye, Junna Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
title | Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
title_full | Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
title_fullStr | Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
title_full_unstemmed | Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
title_short | Fucosylation of anti-dsDNA IgG1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
title_sort | fucosylation of anti-dsdna igg1 correlates with disease activity of treatment-naïve systemic lupus erythematosus patients |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857559/ https://www.ncbi.nlm.nih.gov/pubmed/35182998 http://dx.doi.org/10.1016/j.ebiom.2022.103883 |
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