Mendelian randomization shows a causal effect of low vitamin D on multiple sclerosis risk

被引:148
作者
Rhead, Brooke [1 ]
Baarnhielm, Maria [3 ]
Gianfrancesco, Milena [2 ]
Mok, Amanda [2 ]
Shao, Xiaorong [2 ]
Quach, Hong [2 ]
Shen, Ling [4 ]
Schaefer, Catherine [4 ,5 ]
Link, Jenny [6 ,7 ]
Gyllenberg, Alexandra [6 ,7 ]
Hedstrom, Anna Karin [3 ]
Olsson, Tomas [6 ,7 ]
Hillert, Jan [6 ,7 ]
Kockum, Ingrid [6 ,7 ]
Glymour, M. Maria [8 ]
Alfredsson, Lars [3 ,9 ]
Barcellos, Lisa F. [2 ,4 ]
机构
[1] Univ Calif Berkeley, Sch Publ Hlth, Computat Biol Grad Grp, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Sch Publ Hlth, Div Epidemiol, Berkeley, CA 94720 USA
[3] Karolinska Inst, Inst Environm Med, Stockholm, Sweden
[4] Kaiser Permanente, Kaiser Permanente Div Res, Oakland, CA 94611 USA
[5] Kaiser Permanente, Res Program Genes Environm & Hlth, Oakland, CA USA
[6] Karolinska Inst, Dept Clin Neurosci, Karolinska Univ Hosp, Stockholm, Sweden
[7] Karolinska Univ Hosp, Ctr Mol Med, Karolinska Inst, Stockholm, Sweden
[8] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[9] Stockholm Cty Council, Ctr Occupat & Environm Med, Stockholm, Sweden
关键词
D O I
10.1212/NXG.0000000000000097
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Objective: We sought to estimate the causal effect of low serum 25(OH)D on multiple sclerosis (MS) susceptibility that is not confounded by environmental or lifestyle factors or subject to reverse causality. Methods: We conducted mendelian randomization (MR) analyses using an instrumental variable (IV) comprising 3 single nucleotide polymorphisms found to be associated with serum 25(OH)D levels at genome-wide significance. We analyzed the effect of the IV on MS risk and both age at onset and disease severity in 2 separate populations using logistic regression models that controlled for sex, year of birth, smoking, education, genetic ancestry, body mass index at age 18-20 years or in 20s, a weighted genetic risk score for 110 known MS -associated variants, and the presence of one or more HLA-DRB1*15:01 alleles. Results: Findings from MR analyses using the IV showed increasing levels of 25(OH)D are associated with a decreased risk of MS in both populations. In white, non-Hispanic members of Kaiser Permanente Northern California (1,056 MS cases and 9,015 controls), the odds ratio (OR) was 0.79 (p = 0.04, 95% confidence interval (CI): 0.64-0.99). In members of a Swedish population from the Epidemiological Investigation of Multiple Sclerosis and Genes and Environment in Multiple Sclerosis MS case-control studies (6,335 cases and 5,762 controls), the OR was 0.86 (p = 0.03, 95% CI: 0.76-0.98). A meta-analysis of the 2 populations gave a combined OR of 0.85 (p = 0.003, 95% CI: 0.76-0.94). No association was observed for age at onset or disease severity. Conclusions: These results provide strong evidence that low serum 25(OH)D concentration is a cause of MS, independent of established risk factors.
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页数:8
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共 35 条
[1]   Genome-wide association study of circulating vitamin D levels [J].
Ahn, Jiyoung ;
Yu, Kai ;
Stolzenberg-Solomon, Rachael ;
Simon, K. Claire ;
McCullough, Marjorie L. ;
Gallicchio, Lisa ;
Jacobs, Eric J. ;
Ascherio, Alberto ;
Helzlsouer, Kathy ;
Jacobs, Kevin B. ;
Li, Qizhai ;
Weinstein, Stephanie J. ;
Purdue, Mark ;
Virtamo, Jarmo ;
Horst, Ronald ;
Wheeler, William ;
Chanock, Stephen ;
Hunter, David J. ;
Hayes, Richard B. ;
Kraft, Peter ;
Albanes, Demetrius .
HUMAN MOLECULAR GENETICS, 2010, 19 (13) :2739-2745
[2]  
[Anonymous], 2015, R LANG ENV STAT COMP, DOI DOI 10.1890/0012-9658(2002)083[3097:CFHIWS]2.0.CO
[3]  
2
[4]   Vitamin D as an Early Predictor of Multiple Sclerosis Activity and Progression [J].
Ascherio, Alberto ;
Munger, Kassandra L. ;
White, Rick ;
Koechert, Karl ;
Simon, Kelly Claire ;
Polman, Chris H. ;
Freedman, Mark S. ;
Hartung, Hans-Peter ;
Miller, David H. ;
Montalban, Xavier ;
Edan, Gilles ;
Barkhof, Frederik ;
Pleimes, Dirk ;
Radue, Ernst-Wilhelm ;
Sandbrink, Rupert ;
Kappos, Ludwig ;
Pohl, Christoph .
JAMA NEUROLOGY, 2014, 71 (03) :306-314
[5]   Characterizing Race/Ethnicity and Genetic Ancestry for 100,000 Subjects in the Genetic Epidemiology Research on Adult Health and Aging (GERA) Cohort [J].
Banda, Yambazi ;
Kvale, Mark N. ;
Hoffmann, Thomas J. ;
Hesselson, Stephanie E. ;
Ranatunga, Dilrini ;
Tang, Hua ;
Sabatti, Chiara ;
Croen, Lisa A. ;
Dispensa, Brad P. ;
Henderson, Mary ;
Iribarren, Carlos ;
Jorgenson, Eric ;
Kushi, Lawrence H. ;
Ludwig, Dana ;
Olberg, Diane ;
Quesenberry, Charles P., Jr. ;
Rowell, Sarah ;
Sadler, Marianne ;
Sakoda, Lori C. ;
Sciortino, Stanley ;
Shen, Ling ;
Smethurst, David ;
Somkin, Carol P. ;
Van Den Eeden, Stephen K. ;
Walter, Lawrence ;
Whitmer, Rachel A. ;
Kwok, Pui-Yan ;
Schaefer, Catherine ;
Risch, Neil .
GENETICS, 2015, 200 (04) :1285-+
[6]   Heterogeneity at the HLA-DRB1 locus and risk for multiple sclerosis [J].
Barcellos, Lisa F. ;
Sawcer, Stephen ;
Ramsay, Patricia P. ;
Baranzini, Sergio E. ;
Thomson, Glenys ;
Briggs, Farren ;
Cree, Bruce C. A. ;
Begovich, Ann B. ;
Villoslada, Pablo ;
Montalban, Xavier ;
Uccelli, Antonio ;
Savettieri, Giovanni ;
Lincoln, Robin R. ;
DeLoa, Carolyn ;
Haines, Jonathan L. ;
Pericak-Vance, Margaret A. ;
Compston, Alastair ;
Hauser, Stephen L. ;
Oksenberg, Jorge R. .
HUMAN MOLECULAR GENETICS, 2006, 15 (18) :2813-2824
[7]   Analysis of immune-related loci identifies 48 new susceptibility variants for multiple sclerosis [J].
Beecham, Ashley H. ;
Patsopoulos, Nikolaos A. ;
Xifara, Dionysia K. ;
Davis, Mary F. ;
Kemppinen, Anu ;
Cotsapas, Chris ;
Shah, Tejas S. ;
Spencer, Chris ;
Booth, David ;
Goris, An ;
Oturai, Annette ;
Saarela, Janna ;
Fontaine, Bertrand ;
Hemmer, Bernhard ;
Martin, Claes ;
Zipp, Frauke ;
D'Alfonso, Sandra ;
Martinelli-Boneschi, Filippo ;
Taylor, Bruce ;
Harbo, Hanne F. ;
Kockum, Ingrid ;
Hillert, Jan ;
Olsson, Tomas ;
Ban, Maria ;
Oksenberg, Jorge R. ;
Hintzen, Rogier ;
Barcellos, Lisa F. ;
Agliardi, Cristina ;
Alfredsson, Lars ;
Alizadeh, Mehdi ;
Anderson, Carl ;
Andrews, Robert ;
Sondergaard, Helle Bach ;
Baker, Amie ;
Band, Gavin ;
Baranzini, Sergio E. ;
Barizzone, Nadia ;
Barrett, Jeffrey ;
Bellenguez, Celine ;
Bergamaschi, Laura ;
Bernardinelli, Luisa ;
Berthele, Achim ;
Biberacher, Viola ;
Binder, Thomas M. C. ;
Blackburn, Hannah ;
Bomfim, Izaura L. ;
Brambilla, Paola ;
Broadley, Simon ;
Brochet, Bruno ;
Brundin, Lou .
NATURE GENETICS, 2013, 45 (11) :1353-+
[8]   Evaluation of Genetic Markers as Instruments for Mendelian Randomization Studies on Vitamin D [J].
Berry, Diane J. ;
Vimaleswaran, Karani S. ;
Whittaker, John C. ;
Hingorani, Aroon D. ;
Hyppoenen, Elina .
PLOS ONE, 2012, 7 (05)
[9]   Adverse socioeconomic position during the life course is associated with multiple sclerosis [J].
Briggs, Farren B. S. ;
Acuna, Brigid S. ;
Shen, Ling ;
Bellesis, Kalliope H. ;
Ramsay, Patricia P. ;
Quach, Hong ;
Bernstein, Allan ;
Schaefer, Catherine ;
Barcellos, Lisa F. .
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2014, 68 (07) :622-629
[10]   Multi-Population Classical HLA Type Imputation [J].
Dilthey, Alexander ;
Leslie, Stephen ;
Moutsianas, Loukas ;
Shen, Judong ;
Cox, Charles ;
Nelson, Matthew R. ;
McVean, Gil .
PLOS COMPUTATIONAL BIOLOGY, 2013, 9 (02)