Vitamin D and Risk of Multiple Sclerosis: A Mendelian Randomization Study

被引:305
|
作者
Mokry, Lauren E. [1 ]
Ross, Stephanie [1 ]
Ahmad, Omar S. [1 ,2 ]
Forgetta, Vincenzo [1 ,2 ]
Smith, George Davey [3 ]
Leong, Aaron [4 ,5 ]
Greenwood, Celia M. T. [6 ,7 ,8 ,9 ]
Thanassoulis, George [2 ,10 ]
Richards, J. Brent [1 ,2 ,7 ,8 ,11 ]
机构
[1] McGill Univ, Jewish Gen Hosp, Lady Davis Inst Med Res, Ctr Clin Epidemiol,Dept Epidemiol, Montreal, PQ H3T 1E2, Canada
[2] McGill Univ, Dept Med, Montreal, PQ, Canada
[3] Univ Bristol, MRC Integrat Epidemiol Unit, Sch Social & Community Med, Bristol, Avon, England
[4] Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USA
[5] Harvard Univ, Sch Med, Dept Med, Boston, MA 02115 USA
[6] McGill Univ, Dept Oncol, Montreal, PQ, Canada
[7] McGill Univ, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada
[8] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[9] McGill Univ, Jewish Gen Hosp, Lady Davis Inst, Montreal, PQ H3T 1E2, Canada
[10] McGill Univ, Ctr Hlth, Prevent & Genom Cardiol, Montreal, PQ, Canada
[11] Kings Coll London, Dept Twin Res & Genet Epidemiol, London WC2R 2LS, England
关键词
D-BINDING PROTEIN; DIAGNOSTIC-CRITERIA; CARDIOVASCULAR-DISEASE; 25-HYDROXYVITAMIN D; GENETIC-VARIANTS; BLOOD-PRESSURE; HETEROGENEITY; EPIDEMIOLOGY; DETERMINANTS; ASSOCIATION;
D O I
10.1371/journal.pmed.1001866
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Observational studies have demonstrated an association between decreased vitamin D level and risk of multiple sclerosis (MS); however, it remains unclear whether this relationship is causal. We undertook a Mendelian randomization (MR) study to evaluate whether genetically lowered vitamin D level influences the risk of MS. Methods and Findings We identified single nucleotide polymorphisms (SNPs) associated with 25-hydroxyvitamin D (25OHD) level from SUNLIGHT, the largest (n = 33,996) genome-wide association study to date for vitamin D. Four SNPs were genome-wide significant for 25OHD level (p-values ranging from 6 x 10(-10) to 2 x 10(-109)), and all four SNPs lay in, or near, genes strongly implicated in separate mechanisms influencing 25OHD. We then ascertained their effect on 25OHD level in 2,347 participants from a population-based cohort, the Canadian Multicentre Osteoporosis Study, and tested the extent to which the 25OHD-decreasing alleles explained variation in 25OHD level. We found that the count of 25OHD-decreasing alleles across these four SNPs was strongly associated with lower 25OHD level (n = 2,347, F-test statistic = 49.7, p = 2.4 x 10(-12)). Next, we conducted an MR study to describe the effect of genetically lowered 25OHD on the odds of MS in the International Multiple Sclerosis Genetics Consortium study, the largest genetic association study to date for MS (including up to 14,498 cases and 24,091 healthy controls). Alleles were weighted by their relative effect on 25OHD level, and sensitivity analyses were performed to test MR assumptions. MR analyses found that each genetically determined one-standard-deviation decrease in log-transformed 25OHD level conferred a 2.0-fold increase in the odds of MS (95% CI: 1.7-2.5; p = 7.7 x 10(-12); I-2 = 63%, 95% CI: 0%-88%). This result persisted in sensitivity analyses excluding SNPs possibly influenced by population stratification or pleiotropy (odds ratio [OR] = 1.7, 95% CI: 1.3-2.2; p = 2.3 x 10(-5); I-2 = 47%, 95% CI: 0%-85%) and including only SNPs involved in 25OHD synthesis or metabolism (ORsynthesis = 2.1, 95% CI: 1.6-2.6, p = 1 x 10(-9); ORmetabolism = 1.9, 95% CI: 1.3-2.7, p = 0.002). While these sensitivity analyses decreased the possibility that pleiotropy may have biased the results, residual pleiotropy is difficult to exclude entirely. Conclusions A genetically lowered 25OHD level is strongly associated with increased susceptibility to MS. Whether vitamin D sufficiency can delay, or prevent, MS onset merits further investigation in long-term randomized controlled trials.
引用
下载
收藏
页数:20
相关论文
共 50 条
  • [1] Distinct Effects of Obesity and Vitamin D on Risk of Multiple Sclerosis: A Mendelian Randomization Study
    Harroud, Adil
    Morris, John A.
    Manousaki, Despoina
    Mitchell, Ruth
    Forgetta, Vincenzo
    Smith, George Davey
    Sawcer, Stephen
    Richards, Brent
    MULTIPLE SCLEROSIS JOURNAL, 2018, 24 : 51 - 52
  • [2] Distinct Effects of Obesity and Vitamin D on Risk of Multiple Sclerosis: A Mendelian Randomization Study
    Harroud, Adil
    Morris, John A.
    Manousaki, Despoina
    Forgetta, Vincenzo
    Mitchell, Ruth
    Smith, George Davey
    Sawcer, Stephen
    Richards, J. Brent
    NEUROLOGY, 2018, 90
  • [3] Mendelian randomization shows a causal effect of low vitamin D on multiple sclerosis risk
    Rhead, Brooke
    Baarnhielm, Maria
    Gianfrancesco, Milena
    Mok, Amanda
    Shao, Xiaorong
    Quach, Hong
    Shen, Ling
    Schaefer, Catherine
    Link, Jenny
    Gyllenberg, Alexandra
    Hedstrom, Anna Karin
    Olsson, Tomas
    Hillert, Jan
    Kockum, Ingrid
    Glymour, M. Maria
    Alfredsson, Lars
    Barcellos, Lisa F.
    NEUROLOGY-GENETICS, 2016, 2 (05)
  • [4] Smoking and multiple sclerosis risk: a mendelian randomization study
    Vandebergh, M.
    Goris, A.
    MULTIPLE SCLEROSIS JOURNAL, 2020, 26 (3_SUPPL) : 369 - 369
  • [5] Smoking and multiple sclerosis risk: a Mendelian randomization study
    Marijne Vandebergh
    An Goris
    Journal of Neurology, 2020, 267 : 3083 - 3091
  • [6] Smoking and multiple sclerosis risk: a Mendelian randomization study
    Vandebergh, Marijne
    Goris, An
    JOURNAL OF NEUROLOGY, 2020, 267 (10) : 3083 - 3091
  • [7] Multiple Sclerosis and Fracture Risk: A Mendelian Randomization Study
    Jeong, Sohyun
    Hsu, Yi-Hsiang
    JOURNAL OF BONE AND MINERAL RESEARCH, 2019, 34 : 26 - 26
  • [8] BMI and low vitamin D are causal factors for multiple sclerosis A Mendelian Randomization study
    Jacobs, Benjamin M.
    Noyce, Alastair J.
    Giovannoni, Gavin
    Dobson, Ruth
    NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION, 2020, 7 (02):
  • [9] Mendelian randomization in multiple sclerosis: A causal role for vitamin D and obesity?
    Harroud, Adil
    Richards, J. Brent
    MULTIPLE SCLEROSIS JOURNAL, 2018, 24 (01) : 80 - 85
  • [10] Physical activity and risk of multiple sclerosis: A Mendelian randomization study
    Li, Chunyu
    Lin, Junyu
    Yang, Tianmi
    Xiao, Yi
    Jiang, Qirui
    Shang, Huifang
    FRONTIERS IN IMMUNOLOGY, 2022, 13