Serum vitamin D levels and Sjogren’s syndrome: bi-directional Mendelian randomization analysis
(2023) 25:79
Zhao et al. Arthritis Research & Therapy
https://doi.org/10.1186/s13075-023-03062-2
Arthritis Research & Therapy
Open Access
RESEARCH
Serum vitamin D levels and Sjogren’s
syndrome: bi‑directional Mendelian
randomization analysis
Meng Zhao1†, Feiran Wei2†, Han Li1, Zemin Wang1, Shuai Wang1, Yangyang Liu1, Gaoqiang Fei1, You Ge1 and
Pingmin Wei1*
Abstract
Background Based on the results of existing observational studies, it can be found that the association between
serum vitamin D levels and the risk of Sjogren’s syndrome (SS) in humans is still controversial. Based on this situation,
this study aimed to assess the causal relationship between serum vitamin D levels and SS by using the Mendelian
randomization (MR) approach.
Methods In this study, genome-wide association studies (GWAS) summary statistics on serum vitamin D levels
[sample size = 417,580 (UK Biobank)] and SS [sample size = 416,757 (cases = 2495, controls = 414,262) (FinnGen)] were
used. The bi-directional MR analysis was then used to assess possible causal relationships. The major analysis method
of MR was performed using inverse-variance weighted (IVW), supplemented by MR-Egger and the weighted median
approaches. In addition, sensitivity analyses were used to ensure the stability of the results, including Cochran’s Q test,
MR-PRESSO, MR-Egger intercept test, and the leave-one-out test.
Results The MR suggested that no significant causal effects of serum 25(OH)D levels on SS risks were observed [odds
ratio (OR) = 0.9824; 95% confidence interval (CI) = 0.7130 to 1.3538; P = 0.9137]. Similarly, no evidence supported the
causal effects of SS on serum vitamin D levels (β: 0.0076, 95% CI: − 0.0031 to 0.0183; P = 0.1640).
Conclusion This study found no obvious evidence that serum vitamin D level is causally associated with SS risks
or vice versa. We call for larger sample size studies to further unravel the potential causal relationship and the exact
mechanism.
Keywords Mendelian randomization, Vitamin D, 25(OH)D, Sjogren’s syndrome
Meng Zhao, Feiran Wei these authors contributed equally to this work and
share the first authorship.
*Correspondence:
Pingmin Wei
1
Department of Epidemiology and Health Statistics, School of Public
Health, Southeast University, Nanjing 210009, Jiangsu, China
2
Division of Rheumatology, Zhongda Hospital Southeast University,
Nanjing 210008, Jiangsu, China
Introduction
Sjogren’s syndrome (SS) is a complex, heterogeneous systemic chronic autoimmune disorder commonly
presenting with dry eyes and mouth [1–3]. SS is one of
the most common autoimmune diseases with a prevalence of 0.1 to 4.8% in various populations, according
to the strict definition of the American-European Consensus Criteria [4–6]. SS can cause damage to almost
any organ or system causing a variety of complications,
including immune thrombocytopenia, interstitial lung
disease, autoimmune hepatitis, and lymphoma to name
© The Author(s) 2023. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which
permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the
original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or
other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line
to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory
regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this
licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco
mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
Zhao et al. Arthritis Research & Therapy
(2023) 25:79
just a few [7], which places a tremendous financial burden on patients’ families and healthcare services [8]. In
addition, SS can cause fatigue, depression, anxiety, and
decreased physical performance, which in turn seriously affects the patient’s quality of life [5].
Vitamin D is a nutrient with multiple biological
effects and its main form in serum is 25-hydroxyvitamin
D [25(OH)D], which plays an important role in immune
regulation [9, 10]. Currently, low levels of vitamin D due
to lack of sunlight exposure or low dietary intake have
been identified as a major risk factor for autoimmune
diseases [11]. There have been several observational
studies exploring the association between vitamin D
and SS risk. Recently, two large cross-sectional studies
including 107 and 176 SS patients from Turkey [12] and
Europe [13] were conducted. The former study found
no difference in vitamin D levels between cases and
controls, while the latter reported lower levels of vitamin D levels in patients with SS. In addition, a cohort
study demonstrated that vitamin D deficiency is common in SS patients [12], and a meta-analysis based on
the observational studies also obtained the same results
[14]. Based on the above, there are inconsistent results
regarding the association between vitamin D levels
and SS. Conclusions about causality cannot be drawn
solely from the results in observational designs, possibly because of the limitations contained in the cohort
and cross-sectional studies (limited sample size, different races, and other existing confounding factors and
bias). Currently, it is uncertain whether the relationship between vitamin D and SS is causal, and whether it
operates in one or both directions.
Mendelian randomization (MR) analysis is a useful epidemiological research strategy for assessing causal relationships. With the development and advancement of
the Human Genome Project, MR analysis uses genetic
variants as instrumental variables (IVs), which minimizes the limitations of observational studies and yields
unconfounded information on the causal relationship
between exposure and outcome through its specific analytical methods [15, 16]. IVs typically use single nucleotide polymorphisms (SNPs) obtained from genome-wide
association studies (GWAS), which are DNA sequence
polymorphisms induced by single nucleotide mutation
within the genome [17]. According to the principle of
independent classification (Mendel’s law of random allocation), genetic variants are randomly assigned during
meiosis [18]; thus, they can be considered hereditary randomized controlled trials (RCTs) and may not be affected
by residual confounding and reverse causality. Based
on this, the study was to examine the causal association
between serum vitamin D and SS, using the data from
large-scale GWAS with the bi-directional MR design.
Page 2 of 9
Materials and methods
Ethics
This study was reported acco (...truncated)