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Radkhah N, Zarezadeh M, Jamilian P, Ostadrahimi A. The Effect of Vitamin D Supplementation on Lipid Profiles: an Umbrella Review of Meta-Analyses. Adv Nutr 2023; 14:1479-1498. [PMID: 37657652 PMCID: PMC10721514 DOI: 10.1016/j.advnut.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 08/17/2023] [Accepted: 08/25/2023] [Indexed: 09/03/2023] Open
Abstract
According to published meta-analyses, vitamin D exerts different beneficial effects in preventing and controlling risk factors associated with noncommunicable chronic diseases; however, the results are still conflicting. The purpose of this umbrella meta-analysis was to investigate the effect of vitamin D supplementation on low-density lipoprotein cholesterol, high-density lipoprotein (HDL) cholesterol, total cholesterol (TC), and triglyceride (TG) as components of the lipid profile. PubMed, Scopus, Web of Science, and Cochrane Database of Systematic Reviews were systematically searched for meta-analyses of randomized controlled trials. The umbrella meta-analysis followed the PRISMA guidelines. The random-effects model was employed to estimate the overall effect size (ES). Overall, 25 meta-analyses were included. In the standardized mean difference analysis, vitamin D significantly decreased TG (ES: -0.15; 95% CI: -0.23, -0.08; P ≤ 0.001) and TC levels (ES: -0.17; 95% CI: -0.23, -0.11; P ≤ 0.001) and increased HDL levels (ES: 0.08; 95% CI: 0.01, 0.15; P = 0.025). In the weighted mean difference analysis, vitamin D significantly decreased only TG levels (ES: -4.63 mg/dL; 95% CI: -7.70, -1.57; P = 0.003). The present study supports that vitamin D supplementation could be considered a beneficial adjuvant therapy in managing lipid profile levels, especially in individuals with vitamin D deficiency. This systematic review was registered in PROSPERO as CRD42022306334.
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Affiliation(s)
- Nima Radkhah
- Nutrition Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Meysam Zarezadeh
- Student Research Committee, Department of Clinical Nutrition, Faculty of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Parmida Jamilian
- School of Pharmacy and BioEngineering, Keele University, Staffordshire, United Kingdom
| | - Alireza Ostadrahimi
- Nutrition Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
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2
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Gao H, Li Y, Yan W, Gao F. The Effect of Vitamin D Supplementation on Blood Lipids in Patients with Polycystic Ovary Syndrome: A Meta-Analysis of Randomized Controlled Trials. Int J Endocrinol 2021; 2021:8849688. [PMID: 33603783 PMCID: PMC7868162 DOI: 10.1155/2021/8849688] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 12/10/2020] [Accepted: 12/23/2020] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Studies have found that vitamin D supplementation may improve blood lipids in patients with polycystic ovary syndrome, but the results are controversial, so this study will further analyze the effect of vitamin D supplementation on blood lipids in patients with polycystic ovary syndrome. METHODS PubMed, Embase, Cochrane Library, CNKI, and Wanfang databases were searched up to May 2020, to identify randomized controlled trials of the effect of vitamin D supplementation on blood lipids in patients with polycystic ovary syndrome. The Cochrane risk of bias tool was applied to assess the risk of bias, and RevMan5.3 software was used for statistical analysis. RESULTS Ten studies were included in this study, including 543 subjects. The results of the meta-analysis showed that, compared with placebo, vitamin D supplementation can significantly reduce total cholesterol level (WMD = -11.32, 95% CI = [-14.51, -8.41], P < 0.00001), low-density lipoprotein cholesterol level (WMD = -4.83, 95% CI = [-7.52, -2.14], P=0.0004), and triglyceride level (WMD = -8.23, 95% CI = [-13.08, -3.38], P=0.0009, but the effect on high-density lipoprotein cholesterol level is not statistically significant (WMD = -0.32, 95%CI = [-1.24, 0.60], P=0.50). CONCLUSION Vitamin D supplementation can significantly reduce total cholesterol, low-density lipoprotein cholesterol, and triglycerides in patients with polycystic ovary syndrome. However, it has no significant effect on high-density lipoprotein cholesterol.
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Affiliation(s)
- Hong Gao
- Department of Endocrinology, First Hospital of Shanxi Medical University, No. 85 Jiefang South Road, 030000 Taiyuan, Shanxi Province, China
| | - YanTao Li
- Department of Obstetrics and Gynecology, First Hospital of Shanxi Medical University, No. 85 Jiefang South Road, 030000 Taiyuan, Shanxi Province, China
| | - WenNan Yan
- Department of Endocrinology, First Hospital of Shanxi Medical University, No. 85 Jiefang South Road, 030000 Taiyuan, Shanxi Province, China
| | - Fei Gao
- Department of Endocrinology, First Hospital of Shanxi Medical University, No. 85 Jiefang South Road, 030000 Taiyuan, Shanxi Province, China
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Blumenfeld Kan S, Staun-Ram E, Golan D, Miller A. HDL-cholesterol elevation associated with fingolimod and dimethyl fumarate therapies in multiple sclerosis. Mult Scler J Exp Transl Clin 2019; 5:2055217319882720. [PMID: 31662882 PMCID: PMC6794658 DOI: 10.1177/2055217319882720] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 09/01/2019] [Accepted: 09/16/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Patients with Multiple Sclerosis (PwMS) display altered lipoproteins levels and function, which seem to affect disease risk and progress. Whether disease-modifying therapies affect the lipoprotein profile in PwMS has scarcely been studied. OBJECTIVE The study aims to assess whether fingolimod and dimethyl fumarate (DMF) affect lipoproteins in PwMS. METHODS We compared retrospectively the blood lipoprotein levels of 29 fingolimod-treated and 41 DMF-treated patients before and after 3 and 12 months of therapy. Patients treated with cholesterol-reducing medications were not included. Data on weight change and disease activity during 1-year follow-up were obtained. RESULTS HDL level, HDL/LDL ratio and HDL/total cholesterol ratio were increased in both treatment groups after 3 months' therapy and sustained, with no change in LDL or triglycerides. While at baseline only 26% of patients met the recommended minimum of HDL 60 mg/dl, after 3 months' therapy, 43% of fingolimod-treated and 47% of DMF-treated patients reached the recommended level. The majority of patients had no weight reduction. CONCLUSIONS Fingolimod and DMF therapies are associated with a specific increase in HDL in PwMS. Further studies are required to validate these findings and their potential implication as biomarker of reduced inflammatory state and/or reduced risk of neurodegeneration or cardiovascular comorbidity.
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Affiliation(s)
- S Blumenfeld Kan
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - E Staun-Ram
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Neuroimmunology Unit & Multiple Sclerosis Center, Department of Neurology, Carmel Medical Center, Haifa, Israel
| | - D Golan
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Neuroimmunology Unit & Multiple Sclerosis Center, Department of Neurology, Carmel Medical Center, Haifa, Israel
| | - A Miller
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Neuroimmunology Unit & Multiple Sclerosis Center, Department of Neurology, Carmel Medical Center, Haifa, Israel
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Vitamin D supplementation and lipoprotein metabolism: A randomized controlled trial. J Clin Lipidol 2018; 12:588-596.e4. [PMID: 29653812 DOI: 10.1016/j.jacl.2018.03.079] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 03/01/2018] [Accepted: 03/12/2018] [Indexed: 01/15/2023]
Abstract
BACKGROUND Vitamin D deficiency is associated with an unfavorable lipid profile, but whether and how vitamin D supplementation affects lipid metabolism is unclear. OBJECTIVE To examine the effects of vitamin D supplementation on lipid and lipoprotein parameters. METHODS This is a post hoc analysis of the single-center, double-blind, randomized, placebo-controlled Styrian Vitamin D Hypertension Trial (2011-2014). Two hundred individuals with arterial hypertension and 25-hydroxyvitamin D concentrations of <75 nmol/L were randomized to 2800 IU of vitamin D daily or placebo for 8 weeks. RESULTS One hundred sixty-three participants (62.2 [53.1-68.4] years of age; 46% women) had available lipid data and were included in this analysis. Vitamin D supplementation significantly increased total cholesterol, triglycerides, very-low-density lipoprotein (VLDL) triglycerides, low-density lipoprotein (LDL) triglycerides, high-density lipoprotein (HDL) triglycerides, apolipoprotein B (ApoB), LDL-ApoB, ApoCII, ApoCIII, phospholipids, and ApoE (P < .05 for all). Except for ApoCII and ApoCIII and HDL-triglycerides, all other treatment effects remained statistically significant after adjustment for multiple testing with the Benjamini and Hochberg false discovery rate method. There was a nonsignificant increase in LDL cholesterol. Furthermore, no significant effects were seen on free fatty acids, lipoprotein (a), ApoAI, ApoAII, VLDL cholesterol, VLDL-ApoB, HDL cholesterol, LDL diameter, and VLDL diameter. CONCLUSIONS The effects of vitamin D on lipid metabolism are potentially unfavorable. They require further investigation in view of the wide use of vitamin D testing and treatment.
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Bozic M, Guzmán C, Benet M, Sánchez-Campos S, García-Monzón C, Gari E, Gatius S, Valdivielso JM, Jover R. Hepatocyte vitamin D receptor regulates lipid metabolism and mediates experimental diet-induced steatosis. J Hepatol 2016; 65:748-757. [PMID: 27245430 DOI: 10.1016/j.jhep.2016.05.031] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Revised: 05/03/2016] [Accepted: 05/23/2016] [Indexed: 01/10/2023]
Abstract
BACKGROUND & AIMS The pathogenesis and progression of non-alcoholic fatty liver disease (NAFLD) is still incompletely understood. Several nuclear receptors play a role in liver lipid metabolism and can promote hepatosteatosis, but the possible role of vitamin D receptor (VDR) in NAFLD has not been investigated. METHODS The expression of liver VDR was investigated in apolipoprotein E knockout (apoE(-/-)) mice on a high fat diet, in wild-type mice on methionine and choline deficient diet and in NAFLD patients with hepatosteatosis and non-alcoholic steatohepatitis. The relevance of VDR was assessed in apoE(-/-) mice by deletion of VDR or paricalcitol treatment and in human HepG2 cells by VDR transfection or silencing. The role of VDR in fibrosis was also determined in VDR knockout mice (VDR(-/-)) treated with thioacetamide. RESULTS Expression of liver VDR was markedly induced in two mouse models of NAFLD, as well as in patients with hepatosteatosis, but decreased in non-alcoholic steatohepatitis. VDR deletion in high fat diet-fed apoE(-/-) mice protected against fatty liver, dyslipidemia and insulin resistance, and caused a decrease in taurine-conjugated bile acids, but did not influence fibrosis by thioacetamide. apoE(-/-)VDR(-/-) mouse livers showed decreased gene expression of CD36, DGAT2, C/EBPα and FGF21, and increased expression of PNPLA2, LIPIN1 and PGC1α. Treatment of apoE(-/-) mice on high fat diet with paricalcitol had modest opposite effects on steatosis and gene expression. Finally, this set of genes showed concordant responses when VDR was overexpressed or silenced in HepG2 cells. CONCLUSIONS Induced hepatocyte VDR in NAFLD regulates key hepatic lipid metabolism genes and promotes high fat diet-associated liver steatosis. Therapeutic inhibition of liver VDR may reverse steatosis in early NAFLD. LAY SUMMARY The amount of vitamin D receptor is induced early in the livers of mice and humans when they develop non-alcoholic fatty liver disease. If the gene for the vitamin D receptor is deleted, hepatic lipid metabolism changes and mice do not accumulate fat in the liver. We conclude that the vitamin D receptor can contribute to the fatty liver disease promoted by a high fat diet.
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Affiliation(s)
- Milica Bozic
- Experimental Nephrology Laboratory, IRBLLEIDA, Lleida, Spain
| | - Carla Guzmán
- Experimental Hepatology Unit, IIS Hospital La Fe, Valencia, Spain
| | - Marta Benet
- Experimental Hepatology Unit, IIS Hospital La Fe, Valencia, Spain
| | - Sonia Sánchez-Campos
- Institute of Biomedicine (IBIOMED), University of León, Spain; CIBERehd, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain
| | - Carmelo García-Monzón
- Liver Research Unit, Hospital Santa Cristina, IIS Princesa, Madrid, Spain; CIBERehd, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain
| | - Eloi Gari
- Dep. Ciències Mèdiques Bàsiques, Universitat de Lleida, Spain
| | - Sonia Gatius
- Department of Pathology and Molecular Genetics, HUAV, IRBLLEIDA, Lleida, Spain
| | | | - Ramiro Jover
- Experimental Hepatology Unit, IIS Hospital La Fe, Valencia, Spain; CIBERehd, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain; Dep. Biochemistry and Molecular Biology, University of Valencia, Spain.
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Manousaki D, Mokry LE, Ross S, Goltzman D, Richards JB. Mendelian Randomization Studies Do Not Support a Role for Vitamin D in Coronary Artery Disease. ACTA ACUST UNITED AC 2016; 9:349-56. [PMID: 27418593 DOI: 10.1161/circgenetics.116.001396] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Accepted: 06/17/2016] [Indexed: 01/08/2023]
Abstract
BACKGROUND Observational studies support a possible association between decreased vitamin D levels and risk of coronary artery disease (CAD); however, it remains unclear whether this relationship is causal. We aimed to evaluate whether genetically lowered vitamin D levels influence the risk of CAD using a Mendelian randomization approach. METHODS AND RESULTS In this 2-stage Mendelian randomization study, we first identified single-nucleotide polymorphisms associated with 25-hydroxyvitamin D (25OHD) levels in the SUNLIGHT consortium (n=33 996), then tested them for possible violation of Mendelian randomization assumptions. A count of risk alleles was tested for association with 25OHD levels in a separate cohort (n=2347). Alleles were weighted by their relative effect on 25OHD and tested for their combined effect on CAD in the Coronary Artery Disease Genome-Wide Replication and Meta-Analysis (CARDIoGRAM) study (22 233 cases/64 762 controls). Four single-nucleotide polymorphisms were identified to be associated with 25OHD levels, all in or near genes implicated in 25OHD synthesis, transport or metabolism. A count of these risk alleles was strongly associated with 25OHD (n=2347, F-test statistic=49.7, P=2×10(-12)). None of the single-nucleotide polymorphisms associated with 25OHD levels were associated with CAD (all P values >0.6). The Mendelian randomization odds ratio (OR) for CAD was 0.99 (95% confidence interval, 0.84-1.17; P=0.93; I(2)=0) per SD decrease in log-transformed 25OHD levels. These results persisted after sensitivity analyses for population stratification and pleiotropy. CONCLUSIONS Genetically lowered 25OHD levels were not associated with increased risk of CAD in a large, well-powered study, suggesting that previous associations between circulating 25OHD levels and CAD are possibly confounded or due to reverse causation.
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Affiliation(s)
- Despoina Manousaki
- From the Department of Epidemiology, Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada (D.M., L.E.M., S.R., J.B.R.); Departments of Medicine (D.G., J.B.R.) and Human Genetics (J.B.R.), McGill University, Montreal, Quebec, Canada; and Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom (J.B.R.)
| | - Lauren E Mokry
- From the Department of Epidemiology, Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada (D.M., L.E.M., S.R., J.B.R.); Departments of Medicine (D.G., J.B.R.) and Human Genetics (J.B.R.), McGill University, Montreal, Quebec, Canada; and Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom (J.B.R.)
| | - Stephanie Ross
- From the Department of Epidemiology, Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada (D.M., L.E.M., S.R., J.B.R.); Departments of Medicine (D.G., J.B.R.) and Human Genetics (J.B.R.), McGill University, Montreal, Quebec, Canada; and Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom (J.B.R.)
| | - David Goltzman
- From the Department of Epidemiology, Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada (D.M., L.E.M., S.R., J.B.R.); Departments of Medicine (D.G., J.B.R.) and Human Genetics (J.B.R.), McGill University, Montreal, Quebec, Canada; and Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom (J.B.R.)
| | - J Brent Richards
- From the Department of Epidemiology, Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, Canada (D.M., L.E.M., S.R., J.B.R.); Departments of Medicine (D.G., J.B.R.) and Human Genetics (J.B.R.), McGill University, Montreal, Quebec, Canada; and Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom (J.B.R.).
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Jahromi SR, Sahraian MA, Togha M, Sedighi B, Shayegannejad V, Nickseresht A, Nafissi S, Mohebbi N, Majdinasab N, Foroughipour M, Etemadifar M, Moghadam NB, Ayramlou H, Ashtari F, Alaie S. Iranian consensus on use of vitamin D in patients with multiple sclerosis. BMC Neurol 2016; 16:76. [PMID: 27209163 PMCID: PMC4875642 DOI: 10.1186/s12883-016-0586-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 05/04/2016] [Indexed: 12/23/2022] Open
Abstract
Background Accumulating evidences from experimental, epidemiologic and clinical studies support the potential linkage between poor vitamin D status and the risk of developing Multiple Sclerosis (MS), as well as, an adverse disease course. However, the results of the trials on the clinical outcomes of vitamin D supplementation in MS patients are less consistent which brought many discrepancies in routine practice. In this article we presented a summary of a symposium on vitamin D and MS. In this symposium we aim to review the current data about the relationship between vitamin D and MS, and suggest management guides for practicing neurologists. Discussion Generally, supplementation seems to be reasonable for all MS and clinically isolated syndrome (Rinaldi et al., Toxins 7:129–37, 2015) patients with serum 25(OH)D level below 40 ng/ml. In patients with vitamin D insufficiency or deficiency, a large replacing dose (e.g. 50,000 IU capsules of D per week for 8–12 week) is recommended. Panel also suggested: the checking of the serum vitamin D, and calcium level, as well as, patients’ compliance after the initial phase; a maintenance treatment of 1500–2000 IU daily or equivalent intermittent (weekly, biweekly or monthly) Dose, considering the patient’s compliance; routine check of serum vitamin D level at least two times a year especially at the beginning of spring and autumn; Serum vitamin D evaluation for first degree relatives of MS patients at high risk age and supplementation in case of insufficiency (25(OH)D less than 40 ng/ml); correction of vitamin D deficiency and insufficiency before pregnancy, as well as, a daily dose of 1500–2000 IU or equivalent biweekly intake in 2nd and 3rd trimesters; stopping supplementation if 25(OH)D serum level exceeds 100 ng/ml. Summary Although the results of high power studies are not available, correcting vitamin D status seems plausible in all MS and CIS patients. Maintaining the serum 25(OH)D level between 40 and 100 ng/ml is not known to exert adverse effect. More ever, it might be associated with lower disease activity.
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Affiliation(s)
- Soodeh Razeghi Jahromi
- MS Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran.,Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Ali Sahraian
- MS Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran. .,Department of Neurology, Sina Hospital, Tehran University of Medical Sciences, Tehran, Iran.
| | - Mansoureh Togha
- Department of Neurology, Sina Hospital, Tehran University of Medical Sciences, Tehran, Iran.,Headache Department, Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Behnaz Sedighi
- Shafa Hospital, Medical Sciences University of Kerman, Kerman, Iran
| | - Vahid Shayegannejad
- Department of Neurology, Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Nickseresht
- Department of Neurology, Namazi Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Shahriar Nafissi
- Department of Neurology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Niayesh Mohebbi
- Department of Clinical Pharmacy, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Nastran Majdinasab
- Department of Neurology, Golestan Hospital, Ahvaz University of Medical Sciences, Ahvaz, Iran
| | - Mohsen Foroughipour
- Department of Neurology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Masoud Etemadifar
- Department of Neurology, Azahra Hospital, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Nahid Beladi Moghadam
- Department of Neurology, Imam Hossein Hospital, Beheshti University of Medical Sciences, Tehran, Iran
| | - Hormoz Ayramlou
- Department of Neurology, Neuroscience Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fereshteh Ashtari
- Department of Neurology, Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shekoofe Alaie
- MS Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
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Sung Y, Feng Z, Subedi S. A genome-wide association study of multiple longitudinal traits with related subjects. Stat (Int Stat Inst) 2016; 5:22-44. [PMID: 27134745 DOI: 10.1002/sta4.102] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Pleiotropy is a phenomenon that a single gene inflicts multiple correlated phenotypic effects, often characterized as traits, involving multiple biological systems. We propose a two-stage method to identify pleiotropic effects on multiple longitudinal traits from a family-based data set. The first stage analyzes each longitudinal trait via a three-level mixed-effects model. Random effects at the subject-level and at the family-level measure the subject-specific genetic effects and between-subjects intraclass correlations within families, respectively. The second stage performs a simultaneous association test between a single nucleotide polymorphism and all subject-specific effects for multiple longitudinal traits. This is performed using a quasi-likelihood scoring method in which the correlation structure among related subjects is adjusted. Two simulation studies for the proposed method are undertaken to assess both the type I error control and the power. Furthermore, we demonstrate the utility of the two-stage method in identifying pleiotropic genes or loci by analyzing the Genetic Analysis Workshop 16 Problem 2 cohort data drawn from the Framingham Heart Study and illustrate an example of the kind of complexity in data that can be handled by the proposed approach. We establish that our two-stage method can identify pleiotropic effects whilst accommodating varying data types in the model.
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Affiliation(s)
- Yubin Sung
- Department of Mathematics & Statistics, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
| | - Zeny Feng
- Department of Mathematics & Statistics, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
| | - Sanjeena Subedi
- Department of Mathematics & Statistics, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
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Stakisaitis D, Lesauskaitė V, Girdauskaitė M, Janulionis E, Ulys A, Benetis R. Investigation of Vitamin D-Binding Protein Polymorphism Impact on Coronary Artery Disease and Relationship with Longevity: Own Data and a Review. Int J Endocrinol 2016; 2016:8347379. [PMID: 27143969 PMCID: PMC4837253 DOI: 10.1155/2016/8347379] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Accepted: 03/23/2016] [Indexed: 11/28/2022] Open
Abstract
The aim of the study was to assess the effect of vitamin D-binding protein (DBP) polymorphism on coronary artery disease (CAD). DBP phenotypes were identified in the groups: control (n = 306), men suffering from CAD (n = 154), and long-lived individuals (n = 108). Isoelectric focusing of DBP phenotypes in serum was performed on polyacrylamide gel. Distribution of DBP phenotypes in the study groups was found to be in Hardy-Weinberg equilibrium. Gc1s-1s phenotype and Gc1s allele frequency in CAD groups were significantly higher than in control, and Gc1s allele frequency was found significantly more often in CAD compared with long-lived group (p < 0.05). The Gc2 allele frequency in control was higher as compared with Gc2 frequency in CAD group (p < 0.05). The Gc2-2 phenotype was more frequent in long-lived survivors than in the CAD group (p < 0.05). It was found that the Gc1s allele significantly increased the risk of CAD with the odds ratio (OR) equal to 1.45 (p < 0.02) and showed Gc2 to be related with a decreased risk of CAD (OR = 0.69; p < 0.03). Authors review the role of DBP in resistance to atherosclerosis and cancer as the main longevity determinants.
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Affiliation(s)
- Donatas Stakisaitis
- Laboratory of Cancerogenesis and Cancer Epidemiology, Scientific Research Center, National Cancer Institute, Santariskiu 1, LT-08660 Vilnius, Lithuania
- Department of Biolaw, Mykolas Romeris University, Ateities 21, LT-08303 Vilnius, Lithuania
- *Donatas Stakisaitis:
| | - Vita Lesauskaitė
- Department of Geriatrics, Medical Academy, Lithuanian University of Health Sciences, A. Mickevičiaus 9, LT-44307 Kaunas, Lithuania
| | - Milda Girdauskaitė
- Laboratory of Cancerogenesis and Cancer Epidemiology, Scientific Research Center, National Cancer Institute, Santariskiu 1, LT-08660 Vilnius, Lithuania
| | - Ernestas Janulionis
- Radiation and Medical Oncology Clinics, National Cancer Institute, Santariskiu 1, LT-08660 Vilnius, Lithuania
| | - Albertas Ulys
- Oncosurgery Clinics, National Cancer Institute, Santariskiu 1, LT-08660 Vilnius, Lithuania
| | - Rimantas Benetis
- Institute of Cardiology of the Medical Academy, Lithuanian University of Health Sciences, Sukileliu 17, LT-50161 Kaunas, Lithuania
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Vitezova A, Voortman T, Zillikens M, Jansen P, Hofman A, Uitterlinden A, Franco O, Kiefte-de Jong J. Bidirectional associations between circulating vitamin D and cholesterol levels: The Rotterdam Study. Maturitas 2015; 82:411-7. [DOI: 10.1016/j.maturitas.2015.08.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 08/13/2015] [Accepted: 08/17/2015] [Indexed: 12/16/2022]
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Mokry LE, Ross S, Ahmad OS, Forgetta V, Smith GD, Leong A, Greenwood CMT, Thanassoulis G, Richards JB. Vitamin D and Risk of Multiple Sclerosis: A Mendelian Randomization Study. PLoS Med 2015; 12:e1001866. [PMID: 26305103 PMCID: PMC4549308 DOI: 10.1371/journal.pmed.1001866] [Citation(s) in RCA: 310] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 07/14/2015] [Indexed: 12/13/2022] Open
Abstract
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 × 10-10 to 2 × 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 × 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 × 10-12; I2 = 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 × 10-5; I2 = 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 × 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.
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Affiliation(s)
- Lauren E. Mokry
- Centre for Clinical Epidemiology, Department of Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Stephanie Ross
- Centre for Clinical Epidemiology, Department of Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Omar S. Ahmad
- Centre for Clinical Epidemiology, Department of Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Vincenzo Forgetta
- Centre for Clinical Epidemiology, Department of Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Aaron Leong
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Celia M. T. Greenwood
- Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - George Thanassoulis
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Preventive and Genomic Cardiology, McGill University Health Center, Montreal, QC
| | - J. Brent Richards
- Centre for Clinical Epidemiology, Department of Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Department of Twin Research and Genetic Epidemiology, King’s College London, United Kingdom
- * E-mail:
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D'Ambrosio A, Pontecorvo S, Colasanti T, Zamboni S, Francia A, Margutti P. Peripheral blood biomarkers in multiple sclerosis. Autoimmun Rev 2015; 14:1097-110. [PMID: 26226413 DOI: 10.1016/j.autrev.2015.07.014] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 07/23/2015] [Indexed: 10/23/2022]
Abstract
Multiple sclerosis is the most common autoimmune disorder affecting the central nervous system. The heterogeneity of pathophysiological processes in MS contributes to the highly variable course of the disease and unpredictable response to therapies. The major focus of the research on MS is the identification of biomarkers in biological fluids, such as cerebrospinal fluid or blood, to guide patient management reliably. Because of the difficulties in obtaining spinal fluid samples and the necessity for lumbar puncture to make a diagnosis has reduced, the research of blood-based biomarkers may provide increasingly important tools for clinical practice. However, currently there are no clearly established MS blood-based biomarkers. The availability of reliable biomarkers could radically alter the management of MS at critical phases of the disease spectrum, allowing for intervention strategies that may prevent evolution to long-term neurological disability. This article provides an overview of this research field and focuses on recent advances in blood-based biomarker research.
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Affiliation(s)
- Antonella D'Ambrosio
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy
| | - Simona Pontecorvo
- Multiple Sclerosis Center of Department of Neurology and Psychiatry of "Sapienza" University of Rome, Italy
| | - Tania Colasanti
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy
| | - Silvia Zamboni
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy
| | - Ada Francia
- Multiple Sclerosis Center of Department of Neurology and Psychiatry of "Sapienza" University of Rome, Italy
| | - Paola Margutti
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy.
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Simultaneous determination of oxysterols, cholesterol and 25-hydroxy-vitamin D3 in human plasma by LC-UV-MS. PLoS One 2015; 10:e0123771. [PMID: 25875771 PMCID: PMC4395275 DOI: 10.1371/journal.pone.0123771] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 02/26/2015] [Indexed: 12/20/2022] Open
Abstract
Background Oxysterols are promising biomarkers of neurodegenerative diseases that are linked with cholesterol and vitamin D metabolism. There is an unmet need for methods capable of sensitive, and simultaneous quantitation of multiple oxysterols, vitamin D and cholesterol pathway biomarkers. Methods A method for simultaneous determination of 5 major oxysterols, 25-hydroxy vitamin D3 and cholesterol in human plasma was developed. Total oxysterols were prepared by room temperature saponification followed by solid phase extraction from plasma spiked with deuterated internal standards. Oxysterols were resolved by reverse phase HPLC using a methanol/water/0.1% formic acid gradient. Oxysterols and 25-hydroxy vitamin D3 were detected with atmospheric pressure chemical ionization mass spectrometry in positive ion mode; in-series photodiode array detection at 204nm was used for cholesterol. Method validation studies were performed. Oxysterol levels in 220 plasma samples from healthy control subjects, multiple sclerosis and other neurological disorders patients were quantitated. Results Our method quantitated 5 oxysterols, cholesterol and 25-hydroxy vitamin D3 from 200 μL plasma in 35 minutes. Recoveries were >85% for all analytes and internal standards. The limits of detection were 3-10 ng/mL for oxysterols and 25-hydroxy vitamin D3 and 1 μg/mL for simultaneous detection of cholesterol. Analytical imprecision was <10 %CV for 24(S)-, 25-, 27-, 7α-hydroxycholesterol (HC) and cholesterol and ≤15 % for 7-keto-cholesterol. Multiple Sclerosis and other neurological disorder patients had lower 27-hydroxycholesterol levels compared to controls whereas 7α-hydroxycholesterol was lower specifically in Multiple Sclerosis. Conclusion The method is suitable for measuring plasma oxysterols levels in human health and disease. Analysis of human plasma indicates that the oxysterol, bile acid precursors 7α-hydroxycholesterol and 27-hydroxycholesterol are lower in Multiple Sclerosis and may serve as potential biomarkers of disease.
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