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Abbasi H, Shakouri F, Mosaddeghi-Heris R, Gholipour-Khalili E, Jahanshahlou F, Sanaie S, Naseri A, Talebi M. Mediterranean-like diets in multiple sclerosis: A systematic review. Rev Neurol (Paris) 2024; 180:1021-1030. [PMID: 39492055 DOI: 10.1016/j.neurol.2023.07.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/22/2023] [Accepted: 07/25/2023] [Indexed: 11/05/2024]
Abstract
BACKGROUND Mediterranean-like diet is an anti-inflammatory diet with high-fiber consumption and lower intake of saturated fatty acids which is proposed to have beneficial effects in patients with multiple sclerosis (MS). This investigation aims to explore the impacts of this style of diet on people living with MS, based on clinical evidence. METHODS This study was conducted following the 2020 version of the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) statement. Both interventional and observational clinical studies which evaluated the effects of Mediterranean-like diets on MS patients were considered for inclusion. Review articles, letters, commentaries, case reports, non-English papers, and conference abstracts were excluded. PubMed, Web of Science, Scopus, and EMBASE databases were searched until March 23rd, 2023, and risk of bias in randomized-controlled trials (RCTs) was evaluated based on the second version of the Cochrane RoB assessment tool (RoB.2). In addition, for the observational studies, Joanna Briggs Institute (JBI)'s critical appraisal tools were utilized. RESULTS Of 161 records that were screened in the title/abstract stage, 13 reports of 11 studies were included in the systematic review. Three RCTs (including one pilot RCT), and eight observational studies reported the effects of Mediterranean-like diets on people living with MS. The sample sizes in clinical trials varied between 36 and 147 and for observational studies between 30 and 563 patients. Evidence suggested positive effects of a Mediterranean-like diet on inflammatory status and MS-related symptoms such as fatigue, quality of life, attack rate, and cognitive dysfunction. DISCUSSION This systematic review pointed out possible beneficial effects of Mediterranean-like diets for MS patients. The limited number of well-designed RCTs was the main limitation of this study; therefore, large-scale multiple-center interventional studies are suggested. Variety in the assessed outcomes, study designs, and groups of the studies prevented meta-analysis which was the other limitation of this study.
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Affiliation(s)
- H Abbasi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - F Shakouri
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - R Mosaddeghi-Heris
- Neurosciences Research Center (NSRC), Tabriz University of Medical Sciences, Tabriz, Iran.
| | | | - F Jahanshahlou
- Research Center for Evidence-Based Medicine, Iranian EBM Centre: A Joanna Briggs Institute (JBI) Center of Excellence, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - S Sanaie
- Neurosciences Research Center (NSRC), Tabriz University of Medical Sciences, Tabriz, Iran.
| | - A Naseri
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Research Center for Evidence-Based Medicine, Iranian EBM Centre: A Joanna Briggs Institute (JBI) Center of Excellence, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - M Talebi
- Neurosciences Research Center (NSRC), Tabriz University of Medical Sciences, Tabriz, Iran.
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Navarrete-Pérez A, Gómez-Melero S, Escribano BM, Galvao-Carmona A, Conde-Gavilán C, Peña-Toledo MÁ, Villarrubia N, Villar LM, Túnez I, Agüera-Morales E, Caballero-Villarraso J. MIND Diet Impact on Multiple Sclerosis Patients: Biochemical Changes after Nutritional Intervention. Int J Mol Sci 2024; 25:10009. [PMID: 39337497 PMCID: PMC11431943 DOI: 10.3390/ijms251810009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 09/11/2024] [Accepted: 09/14/2024] [Indexed: 09/30/2024] Open
Abstract
There is substantial evidence supporting the neuroprotective effects of the MIND diet in neurodegenerative diseases like Parkinson's and Alzheimer's. Our aim was to evaluate the impact of a nutritional intervention (NI) with this diet on multiple sclerosis (MS) patients. The study was conducted in two stages. In the first stage, two groups were included: MS patients before the NI (group A) and healthy control subjects (group B). In this stage, groups (A) and (B) were compared (case-control study). In the second stage, group (A) was assessed after the NI, with comparisons made between baseline and final measurements (before-and-after study). In the case-control stage (baseline evaluation), we found significant differences in fatigue scores (p < 0.001), adherence to the MIND diet (p < 0.001), the serum levels of brain-derived neurotrophic factor (BDNF) (p < 0.001), and higher oxidative status in the MS group, with lower levels of reduced glutathione (p < 0.001), reduced/oxidised glutathione ratio (p < 0.001), and elevated levels of lipoperoxidation (p < 0.002) and 8-hydroxy-2'-deoxyguanosine (p < 0.025). The before-and-after intervention stage showed improvements in fatigue scores (p < 0.001) and physical quality-of-life scores (MSQOL-54) (p < 0.022), along with decreases in the serum levels of glial-derived neurotrophic factor (GDNF) (p < 0.041), lipoperoxidation (p < 0.046), and 8-hydroxy-2'-deoxyguanosine (p < 0.05). Consumption of the MIND diet is linked to clinical and biochemical improvement in MS patients.
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Affiliation(s)
- Ainoa Navarrete-Pérez
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
| | - Sara Gómez-Melero
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
| | - Begoña Mª Escribano
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
- Department of Cell Biology, Physiology and Immunology, Faculty of Veterinary Medicine, Universidad of Córdoba, 14071 Córdoba, Spain
| | - Alejandro Galvao-Carmona
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
- Department of Psychology, Universidad Loyola Andalucía, 41704 Sevilla, Spain
| | - Cristina Conde-Gavilán
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
| | - Mª Ángeles Peña-Toledo
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
| | - Noelia Villarrubia
- Immunology Department, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple, Red de Enfermedades Inflamatorias, Instituto de Salud Carlos III, IRYCIS, 28034 Madrid, Spain; (N.V.); (L.M.V.)
| | - Luisa Mª Villar
- Immunology Department, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple, Red de Enfermedades Inflamatorias, Instituto de Salud Carlos III, IRYCIS, 28034 Madrid, Spain; (N.V.); (L.M.V.)
| | - Isaac Túnez
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
- Department of Biochemistry and Molecular Biology, Universidad of Córdoba, 14071 Córdoba, Spain
| | - Eduardo Agüera-Morales
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
- Neurology Service, Reina Sofia University Hospital, 14004 Córdoba, Spain
| | - Javier Caballero-Villarraso
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), 14004 Córdoba, Spain; (A.N.-P.); (S.G.-M.); (B.M.E.); (A.G.-C.); (C.C.-G.); (M.Á.P.-T.); (I.T.)
- Department of Biochemistry and Molecular Biology, Universidad of Córdoba, 14071 Córdoba, Spain
- Clinical Analyses Service, Reina Sofía University Hospital, 14004 Córdoba, Spain
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Fotros D, Noormohammadi M, Razeghi Jahromi S, Abdolkarimi M. Fruits and vegetables intake may be associated with a reduced odds of multiple sclerosis: a systematic review and dose-response meta-analysis of observational studies. Nutr Neurosci 2024; 27:887-898. [PMID: 37851580 DOI: 10.1080/1028415x.2023.2268390] [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] [Indexed: 10/20/2023]
Abstract
INTRODUCTION Multiple sclerosis (MS) is an immune-mediated condition of the central nervous system (CNS). Intake of fruits and vegetables high in vitamins, minerals, fiber, and active molecules contributes to the body's overall health, immunity, and physiological function. This study sought to review the literature and investigate the relationship between fruits and vegetables consumption and MS odds. METHODS In the current systematic review and meta-analysis, a systematic search of original databases from inception to 21 Dec 2022 was conducted based on the PRISMA 2020 statement. Human observational studies examining the association between fruits or vegetables consumption and MS prevalence were included if they reported and provided effect size with 95% confidence intervals (CIs). RESULTS The systematic review and meta-analysis included eight studies. Random effect model showed the protective effect of fruits (I2 = 81.0%, P for heterogeneity < 0.001; pooled OR = 0.52, 95%CI = 0.27, 0.97, P-value = 0.042) and vegetables consumption (I2 = 73.5%, P for heterogeneity = 0.002; pooled OR = 0.61, 95%CI = 0.38, 1.00, P-value = 0.050) on MS odds. According to a linear dose-response meta-analysis of four case-control studies, an increase of 100 grams of fruits per day reduced the odds of MS by 9% (I2 = 0.0%, P for heterogeneity = 0.77; pooled OR = 0.91, 95%CI = 0.83, 0.99, P-value = 0.021). CONCLUSION Consumption of fruits and vegetables may be associated with a potential protective effect against MS. However, further confirmation is required through prospective longitudinal studies and randomized clinical trials.
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Affiliation(s)
- Danial Fotros
- Faculty of Nutrition and Food Technology, Department of Clinical Nutrition and Dietetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Morvarid Noormohammadi
- Department of Nutrition, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Soodeh Razeghi Jahromi
- Faculty of Nutrition and Food Technology, Department of Clinical Nutrition and Dietetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammadjavad Abdolkarimi
- Faculty of Nutrition and Food Technology, Department of Clinical Nutrition and Dietetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Mirza AI, Zhu F, Knox N, Black LJ, Daly A, Bonner C, Van Domselaar G, Bernstein CN, Marrie RA, Hart J, Yeh EA, Bar-Or A, O'Mahony J, Zhao Y, Hsiao W, Banwell B, Waubant E, Tremlett H. Mediterranean diet and associations with the gut microbiota and pediatric-onset multiple sclerosis using trivariate analysis. COMMUNICATIONS MEDICINE 2024; 4:148. [PMID: 39030379 PMCID: PMC11271616 DOI: 10.1038/s43856-024-00565-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 07/02/2024] [Indexed: 07/21/2024] Open
Abstract
BACKGROUND The interplay between diet and the gut microbiota in multiple sclerosis (MS) is poorly understood. We aimed to assess the interrelationship between diet, the gut microbiota, and MS. METHODS We conducted a case-control study including 95 participants (44 pediatric-onset MS cases, 51 unaffected controls) enrolled from the Canadian Pediatric Demyelinating Disease Network study. All had completed a food frequency questionnaire ≤21-years of age, and 59 also provided a stool sample. RESULTS Here we show that a 1-point increase in a Mediterranean diet score is associated with 37% reduced MS odds (95%CI: 10%-53%). Higher fiber and iron intakes are also associated with reduced MS odds. Diet, not MS, explains inter-individual gut microbiota variation. Several gut microbes abundances are associated with both the Mediterranean diet score and having MS, and these microbes are potential mediators of the protective associations of a healthier diet. CONCLUSIONS Our findings suggest that the potential interaction between diet and the gut microbiota is relevant in MS.
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Affiliation(s)
- Ali I Mirza
- Department of Medicine (Neurology), The University of British Columbia, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Feng Zhu
- Department of Medicine (Neurology), The University of British Columbia, Vancouver, BC, Canada
| | - Natalie Knox
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - Lucinda J Black
- Curtin School of Population Health, Curtin University, Perth, WA, Australia
- Curtin Health Innovation Research Institute, Curtin University, Perth, WA, Australia
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, Australia
| | - Alison Daly
- Curtin School of Population Health, Curtin University, Perth, WA, Australia
| | - Christine Bonner
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada
| | - Gary Van Domselaar
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - Charles N Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Inflammatory Bowel Disease Clinical and Research Centre, University of Manitoba, Winnipeg, MB, Canada
| | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Janace Hart
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - E Ann Yeh
- Department of Pediatrics (Neurology), The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Amit Bar-Or
- Centre for Neuroinflammation and Experimental Therapeutics and Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Julia O'Mahony
- Department of Pediatrics (Neurology), The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Yinshan Zhao
- Department of Medicine (Neurology), The University of British Columbia, Vancouver, BC, Canada
| | - William Hsiao
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Brenda Banwell
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Division of Child Neurology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Emmanuelle Waubant
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Helen Tremlett
- Department of Medicine (Neurology), The University of British Columbia, Vancouver, BC, Canada.
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Atabilen B, Akdevelioğlu Y. Effects of different dietary interventions in multiple sclerosis: a systematic review of evidence from 2018 to 2022. Nutr Neurosci 2023; 26:1279-1291. [PMID: 36384390 DOI: 10.1080/1028415x.2022.2146843] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Nutrition is an important risk factor for both Multiple sclerosis (MS) development and post-diagnosis disease prognosis. However, it is important to evaluate the diet as a whole instead of considering the effects of nutrients individually. AIMS In this systematic review, it was aimed to evaluate the effect of different dietary interventions in MS patients and to determine the most appropriate dietary model for this group. METHODS The search was carried out between February 2022 and March 2022 in three different databases, 'PubMed', 'Web of Science' and 'The Cochrane Library' over the university access network. After the search for the determined keywords, a total of 269 studies conducted between 2018 and 2022 were identified, but only 17 of them were found to be suitable for inclusion criteria. RESULTS AND CONCLUSION Although there are studies reporting positive health outcomes for energy-restricted/intermittent fasting diets, ketogenic diet, and modified paleolithic diet, these diets may not be applicable diets in the long-term as they may cause deficiencies of various nutrients. No current study was found for low-fat diets, gluten-free diet and Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) diet applied to individuals with MS. The Mediterranean diet, on the other hand, is more recommendable than other diet models due to the positive health results reported in long-term studies and the absence of any side effects. However, more studies are needed to reach a definite conclusion.
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Affiliation(s)
- Büşra Atabilen
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Gazi University, Ankara 06490, Turkey
| | - Yasemin Akdevelioğlu
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Gazi University, Ankara 06490, Turkey
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Neto A, Fernandes A, Barateiro A. The complex relationship between obesity and neurodegenerative diseases: an updated review. Front Cell Neurosci 2023; 17:1294420. [PMID: 38026693 PMCID: PMC10665538 DOI: 10.3389/fncel.2023.1294420] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Obesity is a global epidemic, affecting roughly 30% of the world's population and predicted to rise. This disease results from genetic, behavioral, societal, and environmental factors, leading to excessive fat accumulation, due to insufficient energy expenditure. The adipose tissue, once seen as a simple storage depot, is now recognized as a complex organ with various functions, including hormone regulation and modulation of metabolism, inflammation, and homeostasis. Obesity is associated with a low-grade inflammatory state and has been linked to neurodegenerative diseases like multiple sclerosis (MS), Alzheimer's (AD), and Parkinson's (PD). Mechanistically, reduced adipose expandability leads to hypertrophic adipocytes, triggering inflammation, insulin and leptin resistance, blood-brain barrier disruption, altered brain metabolism, neuronal inflammation, brain atrophy, and cognitive decline. Obesity impacts neurodegenerative disorders through shared underlying mechanisms, underscoring its potential as a modifiable risk factor for these diseases. Nevertheless, further research is needed to fully grasp the intricate connections between obesity and neurodegeneration. Collaborative efforts in this field hold promise for innovative strategies to address this complex relationship and develop effective prevention and treatment methods, which also includes specific diets and physical activities, ultimately improving quality of life and health.
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Affiliation(s)
- Alexandre Neto
- Central Nervous System, Blood and Peripheral Inflammation, Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Lisbon, Portugal
| | - Adelaide Fernandes
- Central Nervous System, Blood and Peripheral Inflammation, Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Lisbon, Portugal
- Department of Pharmaceutical Sciences and Medicines, Faculdade de Farmácia, Universidade de Lisboa, Lisbon, Portugal
| | - Andreia Barateiro
- Central Nervous System, Blood and Peripheral Inflammation, Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Lisbon, Portugal
- Department of Pharmaceutical Sciences and Medicines, Faculdade de Farmácia, Universidade de Lisboa, Lisbon, Portugal
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Diaz-Marugan L, Kantsjö JB, Rutsch A, Ronchi F. Microbiota, diet, and the gut-brain axis in multiple sclerosis and stroke. Eur J Immunol 2023; 53:e2250229. [PMID: 37470461 DOI: 10.1002/eji.202250229] [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: 02/04/2023] [Revised: 07/19/2023] [Accepted: 07/19/2023] [Indexed: 07/21/2023]
Abstract
Intestinal microbiota can influence the phenotype and function of immune cell responses through the dissemination of bacterial antigens or metabolites. Diet is one of the major forces shaping the microbiota composition and metabolism, contributing to host homeostasis and disease susceptibility. Currently, nutrition is a complementary and alternative approach to the management of metabolic and neurological diseases and cancer. However, the knowledge of the exact mechanism of action of diet and microbiota on the gut-brain communication is only developing in recent years. Here, we reviewed the current knowledge on the effect of diet and microbiota on the gut-brain axis in patients with two different central nervous system diseases, multiple sclerosis and stroke. We have also highlighted the open questions in the field that we believe are important to address to gain a deeper understanding of the mechanisms by which diet can directly or indirectly affect the host via the microbiota. We think this will open up new approaches to the treatment, diagnosis, and monitoring of various diseases.
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Affiliation(s)
- Laura Diaz-Marugan
- Charité - Universitaetsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH): Institute of Microbiology, Infectious Diseases and Immunology (I-MIDI), Berlin, Germany
- Departamento de Medicina, Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain
| | - Johan B Kantsjö
- Charité - Universitaetsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH): Institute of Microbiology, Infectious Diseases and Immunology (I-MIDI), Berlin, Germany
| | - Andrina Rutsch
- Charité - Universitaetsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH): Institute of Microbiology, Infectious Diseases and Immunology (I-MIDI), Berlin, Germany
| | - Francesca Ronchi
- Charité - Universitaetsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH): Institute of Microbiology, Infectious Diseases and Immunology (I-MIDI), Berlin, Germany
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Skovgaard L, Trénel P, Westergaard K, Knudsen AK. Dietary Patterns and Their Associations with Symptom Levels Among People with Multiple Sclerosis: A Real-World Digital Study. Neurol Ther 2023; 12:1335-1357. [PMID: 37311967 PMCID: PMC10310664 DOI: 10.1007/s40120-023-00505-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 05/17/2023] [Indexed: 06/15/2023] Open
Abstract
INTRODUCTION The objective of the study was to investigate long-term food intake patterns and establish possible associations between the inferred dietary habits and levels of reported symptoms among people with multiple sclerosis (MS) in Denmark. METHODS The present study was designed as a prospective cohort study. Participants were invited to register daily food intake and MS symptoms and were observed during a period of 100 days. Dropout and inclusion probabilities were addressed using generalized linear models. Dietary clusters were identified among 163 participants using hierarchical clustering on principal component scores. Associations between the dietary clusters and the levels of self-assessed MS symptoms were estimated using inverse probability weighting. Furthermore, the effect of a person's position on the first and second principal dietary component axis on symptom burden was investigated. RESULTS Three dietary clusters were identified: a Western dietary cluster, a plant-rich dietary cluster and a varied dietary cluster. Analyses further indicated a vegetables-fish-fruit-whole grain axis and a red-meat-processed-meat axis. The plant-rich dietary cluster showed reduction in symptom burden in nine pre-defined MS symptoms compared to the Western dietary cluster (between 19 and 90% reduction). This reduction was significant for pain and bladder dysfunction as well as across all nine symptoms (pooled p value = 0.012). Related to the two dietary axes, high intake of vegetables resulted in 32-74% reduction in symptom burden compared to low levels of vegetable intake. Across symptoms, this was significant (pooled p value = 0.015), also regarding walking difficulty and fatigue. CONCLUSIONS Three dietary clusters were identified. Compared to levels of self-assessed MS-related symptoms, and adjusted for potential confounders, the results suggested less symptom burden with increased intake of vegetables. Although the research design limits the possibilities of establishing causal inference, the results indicate that general guidelines for healthy diet may be relevant as a tool in coping with MS symptoms.
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Saeedirad Z, Ariyanfar S, Noormohammadi M, Ghorbani Z, Naser Moghadasi A, Shahemi S, Ghanaatgar M, Rezaeimanesh N, Hekmatdoost A, Ghaemi A, Razeghi Jahromi S. Higher Dietary Acid Load Might Be a Potent Derivative Factor for Multiple Sclerosis: The Results from a Case-Control Study. Nutrients 2023; 15:3311. [PMID: 37571248 PMCID: PMC10420939 DOI: 10.3390/nu15153311] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/18/2023] [Accepted: 07/18/2023] [Indexed: 08/13/2023] Open
Abstract
This study aimed to investigate the association between dietary acid load (DAL) and multiple sclerosis (MS), through the potential renal acid load (PRAL) and net endogenous acid production (NEAP) scores. In a hospital-based case-control study of 109 patients with MS and 130 healthy individuals, a validated 168-item semi-quantitative food frequency questionnaire and a logistic regression model were used to evaluate the association between the DAL and MS. After adjusting for age (years), gender (male/female), body mass index (Kg/m2), and total calories (Kcal), the MS odds were 92% lower for those in the highest tertile of total plant-based protein (OR: 0.08, 95%CI: 0.03, 0.23; p-value < 0.001) and about four times higher for those in the highest tertile of the PRAL (OR: 4.16, 95%CI: 1.94, 8.91; p-value < 0.001) and NEAP scores (OR: 3.57, 95%CI: 1.69, 7.53; p-value < 0.001), compared to those in the lowest tertile. After further adjusting for sodium, saturated fatty acid, and fiber intake, the results remained significant for total plant-based protein intake (OR: 0.07, 95%CI: 0.01, 0.38; p-value = 0.002). In conclusion, a higher NEAP or PRAL score may be associated with increased odds of MS, while a higher intake of plant-based protein instead of animal-based protein may be protective.
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Affiliation(s)
- Zahra Saeedirad
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran 19816-19573, Iran; (Z.S.); (S.S.); (M.G.); (N.R.); (A.H.)
| | - Shadi Ariyanfar
- Department of Human Nutrition, Foods, and Exercise, College of Agriculture and Life Science, Virginia Tech, Blacksburg, VA 24060, USA;
| | - Morvarid Noormohammadi
- Department of Nutrition, School of Public Health, Iran University of Medical Sciences, Tehran 14496-14535, Iran
| | - Zeinab Ghorbani
- Cardiovascular Diseases Research Center, Department of Cardiology, Heshmat Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht 41937-1311, Iran;
- Department of Clinical Nutrition, School of Medicine, Guilan University of Medical Sciences, Rasht 41937-1311, Iran
| | - Abdorreza Naser Moghadasi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran 14167-53955, Iran;
| | - Sahar Shahemi
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran 19816-19573, Iran; (Z.S.); (S.S.); (M.G.); (N.R.); (A.H.)
- Nutrition and Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran 19839-69411, Iran
| | - Milad Ghanaatgar
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran 19816-19573, Iran; (Z.S.); (S.S.); (M.G.); (N.R.); (A.H.)
| | - Nasim Rezaeimanesh
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran 19816-19573, Iran; (Z.S.); (S.S.); (M.G.); (N.R.); (A.H.)
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran 14167-53955, Iran;
| | - Azita Hekmatdoost
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran 19816-19573, Iran; (Z.S.); (S.S.); (M.G.); (N.R.); (A.H.)
| | - Amir Ghaemi
- Department of Virology, Pasteur Institute of Iran, Tehran 13169-43551, Iran;
| | - Soodeh Razeghi Jahromi
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran 19816-19573, Iran; (Z.S.); (S.S.); (M.G.); (N.R.); (A.H.)
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran 14167-53955, Iran;
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10
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Mandato C, Colucci A, Lanzillo R, Staiano A, Scarpato E, Schiavo L, Operto FF, Serra MR, Di Monaco C, Napoli JS, Massa G, Vajro P. Multiple Sclerosis-Related Dietary and Nutritional Issues: An Updated Scoping Review with a Focus on Pediatrics. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1022. [PMID: 37371254 PMCID: PMC10297186 DOI: 10.3390/children10061022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/03/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023]
Abstract
PURPOSE Lifestyle/dietetic habits play an important role in the development and progression of multiple sclerosis (MS) disease. Here, we examine the basic pathomechanisms underlying intestinal and brain barrier modifications in MS and consider diets and dietary supplementations proposed over time to complement pharmacological therapies for improving disease outcome both in adults and in children. METHODS Scoping literature search about evidence-based findings in MS-related gut-brain axis (GBA) pathophysiology and nutritional issues at all ages. FINDINGS Data show that (1) no universal best diet exists, (2) healthy/balanced diets are, however, necessary to safeguard the adequate intake of all essential nutrients, (3) diets with high intakes of fruits, vegetables, whole grains, and lean proteins that limit processed foods, sugar, and saturated fat appear beneficial for their antioxidant and anti-inflammatory properties and their ability to shape a gut microbiota that respects the gut and brain barriers, (4) obesity may trigger MS onset and/or its less favorable course, especially in pediatric-onset MS. Vitamin D and polyunsaturated fatty acids are the most studied supplements for reducing MS-associated inflammation. CONCLUSIONS Pending results from other and/or newer approaches targeting the GBA (e.g., pre- and probiotics, engineered probiotics, fecal-microbiota transplantation), accurate counseling in choosing adequate diet and maintaining physical activity remains recommended for MS prevention and management both in adults and children.
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Affiliation(s)
- Claudia Mandato
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Pediatrics Section, University of Salerno, 84081 Baronissi, Salerno, Italy (P.V.)
| | - Angelo Colucci
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Pediatrics Section, University of Salerno, 84081 Baronissi, Salerno, Italy (P.V.)
| | - Roberta Lanzillo
- Multiple Sclerosis Clinical Care and Research Centre, Department of Neuroscience, Reproductive Science and Odontostomatology, University of Naples Federico II, 80138 Naples, Naples, Italy
| | - Annamaria Staiano
- Department of Translational Medical Science, Section of Pediatrics, University of Naples Federico II, 80138 Naples, Naples, Italy
| | - Elena Scarpato
- Department of Translational Medical Science, Section of Pediatrics, University of Naples Federico II, 80138 Naples, Naples, Italy
| | - Luigi Schiavo
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Nutrition Section, University of Salerno, 84081 Baronissi, Salerno, Italy
| | - Francesca Felicia Operto
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Pediatric Psychiatry Section, University of Salerno, 84081 Baronissi, Salerno, Italy
| | - Maria Rosaria Serra
- Department of Translational Medical Science, Section of Pediatrics, University of Naples Federico II, 80138 Naples, Naples, Italy
| | - Cristina Di Monaco
- Multiple Sclerosis Clinical Care and Research Centre, Department of Neuroscience, Reproductive Science and Odontostomatology, University of Naples Federico II, 80138 Naples, Naples, Italy
| | - Julia Sara Napoli
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Pediatrics Section, University of Salerno, 84081 Baronissi, Salerno, Italy (P.V.)
| | - Grazia Massa
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Pediatrics Section, University of Salerno, 84081 Baronissi, Salerno, Italy (P.V.)
| | - Pietro Vajro
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, Pediatrics Section, University of Salerno, 84081 Baronissi, Salerno, Italy (P.V.)
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11
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La Rosa G, Lonardo MS, Cacciapuoti N, Muscariello E, Guida B, Faraonio R, Santillo M, Damiano S. Dietary Polyphenols, Microbiome, and Multiple Sclerosis: From Molecular Anti-Inflammatory and Neuroprotective Mechanisms to Clinical Evidence. Int J Mol Sci 2023; 24:ijms24087247. [PMID: 37108412 PMCID: PMC10138565 DOI: 10.3390/ijms24087247] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 04/04/2023] [Accepted: 04/12/2023] [Indexed: 04/29/2023] Open
Abstract
Multiple sclerosis (MS) is a multifactorial, immune-mediated disease caused by complex gene-environment interactions. Dietary factors modulating the inflammatory status through the control of the metabolic and inflammatory pathways and the composition of commensal gut microbiota, are among the main environmental factors involved in the pathogenesis of MS. There is no etiological therapy for MS and the drugs currently used, often accompanied by major side effects, are represented by immunomodulatory substances capable of modifying the course of the disease. For this reason, nowadays, more attention is paid to alternative therapies with natural substances with anti-inflammatory and antioxidant effects, as adjuvants of classical therapies. Among natural substances with beneficial effects on human health, polyphenols are assuming an increasing interest due to their powerful antioxidant, anti-inflammatory, and neuroprotective effects. Beneficial properties of polyphenols on the CNS are achieved through direct effects depending on their ability to cross the blood-brain barrier and indirect effects exerted in part via interaction with the microbiota. The aim of this review is to examine the literature about the molecular mechanism underlying the protective effects of polyphenols in MS achieved by experiments conducted in vitro and in animal models of the disease. Significant data have been accumulated for resveratrol, curcumin, luteolin, quercetin, and hydroxytyrosol, and therefore we will focus on the results obtained with these polyphenols. Clinical evidence for the use of polyphenols as adjuvant therapy in MS is restricted to a smaller number of substances, mainly curcumin and epigallocatechin gallate. In the last part of the review, a clinical trial studying the effects of these polyphenols in MS patients will also be revised.
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Affiliation(s)
- Giuliana La Rosa
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Maria Serena Lonardo
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Nunzia Cacciapuoti
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Espedita Muscariello
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Bruna Guida
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Raffaella Faraonio
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Mariarosaria Santillo
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
| | - Simona Damiano
- Dipartimento di Medicina Clinica e Chirurgia, Università di Napoli "Federico II", 80131 Naples, Italy
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12
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Plafker SM, Titcomb T, Zyla-Jackson K, Kolakowska A, Wahls T. Overview of diet and autoimmune demyelinating optic neuritis: a narrative review. IMMUNOMETABOLISM (COBHAM, SURREY) 2023; 5:e00022. [PMID: 37128292 PMCID: PMC10144304 DOI: 10.1097/in9.0000000000000022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 03/29/2023] [Indexed: 05/03/2023]
Abstract
This review summarizes the cellular and molecular underpinnings of autoimmune demyelinating optic neuritis (ADON), a common sequela of multiple sclerosis and other demyelinating diseases. We further present nutritional interventions tested for people with multiple sclerosis focusing on strategies that have shown efficacy or associations with disease course and clinical outcomes. We then close by discuss the potential dietary guidance for preventing and/or ameliorating ADON.
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Affiliation(s)
- Scott M. Plafker
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Cell Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Tyler Titcomb
- Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Katarzyna Zyla-Jackson
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Cell Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Aneta Kolakowska
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Terry Wahls
- Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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13
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Zielińska M, Michońska I. Effectiveness of various diet patterns among patients with multiple sclerosis. POSTEPY PSYCHIATRII NEUROLOGII 2023; 32:49-58. [PMID: 37287739 PMCID: PMC10243296 DOI: 10.5114/ppn.2023.127246] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Accepted: 10/17/2022] [Indexed: 06/09/2023]
Abstract
Purpose The main aim of the study was to compare the effectiveness of the dietary patterns studied in the context of multiple sclerosis (MS), including anti-inflammatory, Mediterranean diet (MD), Mediterranean-DASH intervention for neurodegenerative delay (MIND), intermittent fasting (IF), gluten-free and ketogenic diets. In addition, another aim was to verify or otherwise the efficacy of other alternative dietary models, which include the Paleo diet, the Wahls diet, the McDougall diet and the Swank diet. Whether and to what extent the use of different dietary regimens can affect the course and reduction of individual MS symptoms was also examined. The advantages and disadvantages of selected diets and dietary patterns in the context of MS are discussed. Views Autoimmune diseases are estimated to affect more than 3% of the world's people, the majority of whom are of working age. Therefore, delaying the first manifestation of the disease, reducing the number of relapses and alleviating symptoms are particularly welcome developments. In addition to finding effective pharmacotherapy, high hopes for patients lie in nutritional prevention and diet therapy. For years the medical literature has discussed supporting the treatment of diseases caused by an impairment of the body's immune system with the help of nutrition. Conclusions An appropriate and balanced diet can be extremely helpful in improving the condition and well-being of patients with MS, and effectively support drug therapy.
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Affiliation(s)
- Magdalena Zielińska
- Institute of Health Sciences, College of Medical Sciences, University of Rzeszow, Poland
| | - Izabela Michońska
- Institute of Health Sciences, College of Medical Sciences, University of Rzeszow, Poland
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14
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Jayasinghe M, Prathiraja O, Kayani AMA, Jena R, Caldera D, Silva MS, Singhal M, Pierre J. The Role of Diet and Gut Microbiome in Multiple Sclerosis. Cureus 2022; 14:e28975. [PMID: 36237764 PMCID: PMC9548326 DOI: 10.7759/cureus.28975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2022] [Indexed: 11/05/2022] Open
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Involvement of the Intestinal Microbiota in the Appearance of Multiple Sclerosis: Aloe vera and Citrus bergamia as Potential Candidates for Intestinal Health. Nutrients 2022; 14:nu14132711. [PMID: 35807891 PMCID: PMC9269320 DOI: 10.3390/nu14132711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/22/2022] [Accepted: 06/24/2022] [Indexed: 02/05/2023] Open
Abstract
Multiple sclerosis (MS) is a neurological and inflammatory autoimmune disease of the Central Nervous System in which selective activation of T and B lymphocytes prompts a reaction against myelin, inducing demyelination and axonal loss. Although MS is recognized to be an autoimmune pathology, the specific causes are many; thus, to date, it has been considered a disorder resulting from environmental factors in genetically susceptible individuals. Among the environmental factors hypothetically involved in MS, nutrition seems to be well related, although the role of nutritional factors is still unclear. The gut of mammals is home to a bacterial community of about 2000 species known as the “microbiota”, whose composition changes throughout the life of each individual. There are five bacterial phylas that make up the microbiota in healthy adults: Firmicutes (79.4%), Bacteroidetes (16.9%), Actinobacteria (2.5%), Proteobacteria (1%) and Verrucomicrobia (0.1%). The diversity and abundance of microbial populations justifies a condition known as eubiosis. On the contrary, the state of dysbiosis refers to altered diversity and abundance of the microbiota. Many studies carried out in the last few years have demonstrated that there is a relationship between the intestinal microflora and the progression of multiple sclerosis. This correlation was also demonstrated by the discovery that patients with MS, treated with specific prebiotics and probiotics, have greatly increased bacterial diversity in the intestinal microbiota, which might be otherwise reduced or absent. In particular, natural extracts of Aloe vera and bergamot fruits, rich in polyphenols and with a high percentage of polysaccharides (mostly found in indigestible and fermentable fibers), appear to be potential candidates to re-equilibrate the gut microbiota in MS patients. The present review article aims to assess the pathophysiological mechanisms that reveal the role of the microbiota in the development of MS. In addition, the potential for supplementing patients undergoing early stages of MS with Aloe vera as well as bergamot fibers, on top of conventional drug treatments, is discussed.
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Dietary Patterns and Metabolic Disorders in Polish Adults with Multiple Sclerosis. Nutrients 2022; 14:nu14091927. [PMID: 35565893 PMCID: PMC9104558 DOI: 10.3390/nu14091927] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 04/30/2022] [Accepted: 04/30/2022] [Indexed: 02/04/2023] Open
Abstract
Diet plays a major role in the aetiopathogenesis of many neurological diseases and may exacerbate their symptoms by inducing the occurrence of metabolic disorders. The results of research on the role of diet in the course of multiple sclerosis (MS) are ambiguous, and there is still no consensus concerning dietary recommendations for patients with MS. The aim of this study was to analyse the dietary patterns (DPs) of patients with MS and to assess the relationships between these DPs and the metabolic disorders. The study participants were comprised of 330 patients aged 41.9 ± 10.8 years. A survey questionnaire was used to collect data related to diet, lifestyle and health. The DPs were identified using a principal component analysis (PCA). Three DPs were identified: Traditional Polish, Prudent and Fast Food & Convenience Food. An analysis of the odds ratios adjusted for age, gender, smoking and education showed that a patient’s adherence to the Traditional Polish and the Fast Food & Convenience Food DPs increased the likelihood of abdominal obesity and low HDL-cholesterol concentration. Conversely, adherence to the Prudent DP was not significantly associated with any metabolic disorder. The results of this study confirmed that an unhealthy diet in patients with MS is connected with the presence of some metabolic risk factors. There is also an urgent need to educate patients with MS on healthy eating, because the appropriate modifications to their diet may improve their metabolic profile and clinical outcomes.
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