Submitted:
30 October 2024
Posted:
01 November 2024
You are already at the latest version
Abstract
Keywords:
Introduction
Initial Studies Implicating Magnesium Deficiency in Cardiovascular Disease
Fundamental Semination Promulgating Magnesium Need for Cardiovascular Health
Mechanisms Through Which Chronic Latent Magnesium Deficiency Is Linked to Cardiovascular Disorders
Inflammatory Stress
Oxidative Stress
Dyslipidemia and Deranged Lipid Metabolism
Endothelial Dysfunction
Dysregulation of Cellular Ion Channels, Transporters, and Signaling
Magnesium Intakes for the Prevention of Cardiovascular Disease
Occurrence of Magnesium Deficiency That Could Affect the Risk for Cardiovascular Disease
Conclusion
References
- World Health Organization and Food and Agriculture Organization of the United Nations. Vitamins and Mineral Requirements in Human Nutrition, 2nd ed.; World Health Organization: Geneva, 2004. [Google Scholar]
- United States Department of Agriculture and Department of Human Health Services. In Dietary Guidelines of Americans; United States Government Printing Office: Washington, DC, 2010.
- HEALTHbeat. What you should know about magnesium. Harvard Medical School: Boston; April 3, 2014.
- Kruse, H.D.; Orent, E.R.; McCollum, E.V. Studies on magnesium deficiency in animals. I. Symptomatology resulting from magnesium deprivation. J Biol Chem 1932, 96, 519–539. [Google Scholar] [CrossRef]
- Shils, M.E. Experimental human magnesium depletion. Medicine 1969, 48, 61–85. [Google Scholar] [CrossRef]
- Seelig, M.S.; Heggtveit, H.A. Magnesium interrelationships in ischemic heart disease: a review. Amer J Clin Nutr 1974, 27, 59–79. [Google Scholar] [CrossRef] [PubMed]
- Seelig, M.S. Magnesium requirements in human nutrition. Magnes Bull 1984, 1a, 26–47. [Google Scholar]
- Flink, E.B. Magnesium deficiency and magnesium toxicity in man. In Trace Elements in Human Health and Disease, Vol. 2, Essential and Toxic Elements, Prasad, A.S.; Oberleas, D., Ed.; Academic Press: New York, 1976; pp. 1–20. [Google Scholar]
- Rude, R.K.; Singer, F.R. Magnesium deficiency and excess. Ann Rev Med: Select Top Clin Sci 1981, 32, 245–259. [Google Scholar] [CrossRef]
- Elin, R.J. Magnesium metabolism in health and disease. Disease-a-Month 1988, 34, 163–218. [Google Scholar] [CrossRef]
- Elin, R.J. Laboratory evaluation of chronic latent magnesium deficiency. In Advances in Magnesium Research: Nutrition and Health, Rayssiguier, Y.; Mazur, A., Durlach, J., Eds.; John Libbey & Company: Eastleigh, 2001; pp. 233–239. [Google Scholar]
- Nadler, J.L.; Buchanan, T.; Natarajan, R.; Antonipillai, I.; Bergman, R.; Rude, R. Magnesium deficiency produces insulin resistance and increased thromboxane synthesis. Hypertension 1993, 21, 1024–1029. [Google Scholar] [CrossRef]
- Lukaski, H.C.; Nielsen, F.H. Dietary magnesium depletion affects metabolic responses during submaximal exercise in postmenopausal women. J Nutr 2002, 132, 930–935. [Google Scholar] [CrossRef]
- Klevay, L.M.; Milne, D.B. Low Dietary magnesium increases supraventricular ectopy. Amer J Nutr 2002, 75, 550–554. [Google Scholar] [CrossRef]
- Nielsen, F.H. The alteration of magnesium, calcium and phosphorus metabolism by dietary magnesium deprivation in postmenopausal women is not affected by dietary boron deprivation. Magnes Res 2004, 17, 197–210. [Google Scholar]
- Nielsen, F.H.; Milne, D.B.; Gallagher, S.; Johnson, L.; Hoverson, B. Moderate magnesium deprivation results in calcium retention and altered potassium and phosphorus excretion by postmenopausal women. Magnes Res 2007, 20, 19–31. [Google Scholar] [PubMed]
- Nielsen, F.H.; Milne, D.B.; Klevay, L.M.; Gallagher, S.; Johnson, L. Dietary magnesium deficiency induces heart rhythm changes, impairs glucose tolerance, and decreases serum cholesterol in post menopausal women. J Amer Coll Nutr 2007, 26, 121–132. [Google Scholar] [CrossRef]
- Touyz, R.M. Role of magnesium in the pathogenesis of hypertension. Mol Asp Med 2003, 24, 107–136. [Google Scholar] [CrossRef]
- Rude, R.K.; Shils, M.E. Magnesium. In Modern Nutrition in Health and Disease, 10th ed.; Shils, M.E., Shike, M., Ross, A.C., Caballero, B., Cousins, R.I., Eds.; Lippincott Williams & Wilkins: Philadelphia, 2006; pp. 223–247. [Google Scholar]
- Kupetsky-Rincon, E.A.; Uitto, J. Magnesium: novel applications in cardiovascular disease – a review of the literature. Ann Nutr Metab 2012, 61, 102–110. [Google Scholar] [CrossRef]
- European Food Safety Authority Panel on Dietetic Products, Nutrition, and Allergies. Scientific opinion on dietary reference values for magnesium. EFSA J 2015, 13, 4186.
- Rosique-Esteban, N.; Guasch-Ferré, M.; Hernández-Alonzo, P.; Salas-Salvadó, J. Dietary magnesium and cardiovascular disease: a review with emphasis in epidemiological studies. Nutrients 2018, 10, 168. [Google Scholar] [CrossRef] [PubMed]
- Nielsen, F.H. (2018). Magnesium deficiency and increased inflammation: current perspectives. J Inflammatory Res 2018, 11, 25–34. [Google Scholar]
- Costello, R.B.; Rosanoff, A. Magnesium. In Present Knowledge in Nutrition, Vol 1, 11th ed.; Marriott, B.P., Birt, D.F., Stallings, V.A., Yates, A.A., Eds.; Elsevier Academic Press: London, 2020; pp. 349–373. [Google Scholar]
- Tan, M.-Y.; Mo, C.-Y.; Zhao, Q. . The association between magnesium depletion score and hypertension in US adults: evidence from the National Health and Nutrition Examination Survey (2007-2018). Biol Trace Elem Res 2024, 202, 4418–4430. [Google Scholar] [CrossRef]
- Han, M.; Zhang, Y.; Fang, J.; Sun, M.; Liu, Q.; Ma, Z.; Hu, D.; Gong, X.; Liu, Y.; Jin, L.; Liu, Z.; Ma, Y. Associations between dietary magnesium intake and hypertension, diabetes, and hyperlipidemia. Hypertens Res. 2024, 47, 331–341. [Google Scholar] [CrossRef]
- Zhao, B.; Hu, L.; Dong, Y.; Xu, J.; Wei, Y.; Yu, D.; Xu, J.; Zhang, W. The effect of magnesium intake on stroke incidence: a systematic review and meta-analysis with trial sequential analysis. Front Neurol 2019, 10, 852. [Google Scholar] [CrossRef]
- Sun, P.; Wang, Z.; Li, B.; Chen, S. Association of dietary magnesium intake with the risk of stroke among adults NHANES 2007-2018. Internat Heart J 2023, 64, 1002–1009. [Google Scholar] [CrossRef] [PubMed]
- Dong, G.; Xu, W.; Xu, L. Causal effect of macronutrient and micronutrient intake on stroke: a two-sample mendelian randomization study. Nutrients 2024, 16, 2818. [Google Scholar] [CrossRef] [PubMed]
- Gant, C.M.; Soedamah-Muthu, S.S.; Binnenmars, S.H.; Bakker, S.J.L.; Navis, G.; Laverman, G.D. Higher magnesium intake and higher magnesium status are associated with lower prevalence of coronary heart disease in patients with type 2 diabetes. Nutrients 2018, 10, 307. [Google Scholar] [CrossRef] [PubMed]
- Zhao, L.; Meng, H.; Yang, L.; Xu, H.; Song, W.; Qian, Y.; Zhao, M. Quantitative association between serum/dietary magnesium and cardiovascular disease/coronary heart disease risk: a dose-response meta-analysis of prospective cohort studies. J Cardiovasc Pharmacol 2019, 74, 516–527. [Google Scholar] [CrossRef]
- Rooney, M.R.; Alonso, A.; Folsom, A.R.; Michos, E.D.; Rebholz, C.M.; Misialek, J.R.; Chen, L.Y.; Dudley, S.; Lutsey, P.L. Serum magnesium and the incidence of coronary artery disease over a median 27 years of follow-up in the Atherosclerosis Risk in Communities (ARIC) Study and a meta-analysis. Amer J Nutr 2020, 111, 52–60. [Google Scholar] [CrossRef]
- Yang, Z.; Zhang, Y.; Gao, J.; Yang, Q.; Qu, H.; Shi, J. Association between dietary magnesium and 10-year risk of a first hard atherosclerotic cardiovascular disease event. Amer J Med Sci 2024, 368, 355–360. [Google Scholar] [CrossRef]
- Wu, Y.; Kong, X.-J.; Ji,Y. -Y.; Fan, J.; Ji, C.-C.; Chen, X.-M.; Ma, Y.-D.; Tang, A.-L.; Cheng, Y.-J.; Wu, S-H. Serum electrolyte concentrations and risk of atrial fibrillation: an observational and mendelian randomization study. Genomics 2024, 25, 280. [Google Scholar]
- Wannamethee, S.G.; Papacosta, O.; Lennon, L.; Whincup, P.H. Serum magnesium and risk of incident heart failure in older men: The British Regional Heart Study. Eur J Epidemiol 2018, 33, 873–882. [Google Scholar] [CrossRef] [PubMed]
- Zhao, D.; Chen, P.; Chen, M.; Chen, L.; Wang, L. Association of magnesium depletion score with congestive heart failure: results from the NHANES 2007-2016. Biol Trace Elem Res 2024, 202, 454–465. [Google Scholar] [CrossRef]
- Zhang, X.; Xia, J.; Del Gobbo, L.C.; Hruby, A.; Dai, Q.; Song, Y. Serum magnesium concentrations and all-cause, cardiovascular, and cancer mortality among U. S. adults: Results from the NHANES I Epidemiologic Follow-up Study. Clin Nutr 2018, 37, 1541–1549. [Google Scholar]
- Fan, L.; Zhu, X.; Rosanoff, A.; Costello, R.; Yu, C.; Ness, R.; Seidner, D.; Murff, H.J.; Roumie, C.I.; Shrubsole, M.; Dai, Q. Magnesium depletion score (MDS) predicts risk of systemic inflammation and cardiovascular mortality among US adults. J Nutr 2021, 151, 2226–2235. [Google Scholar] [CrossRef] [PubMed]
- Wang, M.; Peng, J,; Yang, C,; Zhang, W. ; Cheng, Z.; Zheng, H. Magnesium intake and all-cause mortality after stroke: a cohort study. Nutr J 2023, 22, 54. [Google Scholar] [CrossRef] [PubMed]
- Song, J.; Zhang, Y.; Lin, Z.; Tang, J.; Yang, X.; Liu, F. Higher magnesium depletion score increases the risk of all-cause and cardiovascular mortality in hypertension patients. Biol Trace Elem Res, 2024. [Google Scholar] [CrossRef]
- Zhao, B.; Zeng, L.; Zhao, J.; Wu, Q.; Dong, Y.; Zou, F.; Gan, L.; Wei, Y.; Zhang, W. Association of magnesium intake with type 2 diabetes and total stroke: an updated systematic review and meta-analysis. BMJ Open 2020, 10, e032240. [Google Scholar] [CrossRef] [PubMed]
- Liu, H.; Wang, R. Associations between the serum magnesium and all-cause or cardiovascular mortality in chronic kidney disease and end-stage renal disease patients. Medicine 2021, 100, 45–e27486. [Google Scholar] [CrossRef] [PubMed]
- Alharran, A.; Alzayed, M.; Jamilian, P.; Prabahar, K.; Kamal, A.; Alotaibi, M.; Elshaer, O.; Alhatm, M.; Masmoum, M.; Hernández-Wolters, B.; Sindi, R.; Kord-Varkaneh, H.; Abu-Zaid, A. Impact of magnesium supplementation on blood pressure: an umbrella meta-analysis of randomized controlled trials. Curr Therapeut Res 2024, 101, 100755. [Google Scholar] [CrossRef]
- Huang, R.; Kong, X.; Geng, R.; Wu, J.; Li, J.; Gu, Y.; Wu, Y.; You, D.; Zhao, Y.; Ni, S.; Zhong, Z.; Bai, J. Associations of dietary magnesium intake with the risk of atherosclerotic cardiovascular disease and mortality in individuals with and without type 2 diabetes: A prospective study in the UK Biobank. Diabet Metab 2024, 50, 101554. [Google Scholar] [CrossRef]
- Hotamisligil, G.S. Inflammation and metabolic disorders. Nature 2006, 444, 860–867. [Google Scholar] [CrossRef]
- Dominguez, L.J.; Veronese, N.; Barbagallo, M. Magnesium and the hallmarks of aging. Nutrients 2024, 16, 496. [Google Scholar] [CrossRef]
- Pearson, T.A.; Mensah, G.A.; Alexander, R.W.; Anderson, J.L.; Cannon, R.O. 3rd; Criqui, M.; Fadl, Y.Y.; Fortmann, S.P.; Hong, Y.; Myers, G.L.; Rifai, N.; Smith, S.C. Jr.; Taubert, K.; Tracy, R.P.; Frank Vinicor, F.; Centers for Disease Control and Prevention; American Heart Association. AHA/CDC scientific statement. Markers of inflammation and cardiovascular disease. Circulation 2003, 107, 499–511. [Google Scholar] [CrossRef]
- Dibaba, D.T.; Xun, P.; He, K. Dietary magnesium intake is inversely associated with serum C-reactive protein levels: meta-analysis and systematic review. Eur J Clin Nutr 2014, 68, 510–516. [Google Scholar] [CrossRef]
- Simental-Mendia, L.E.; Sahebkar, A.; Rodriguez-Moran, M.; Zambrano-Galván, G.; Guerrero-Romero, F. (2017). Effect of magnesium supplementation on plasma C-reactive protein concentrations: a systematic review and meta-analysis of randomized controlled trials. Cur Pharm Design 2017, 23, 4678–4686. [Google Scholar]
- Veronese, N.; Pizzol, D.; Smith, L.; Dominguez, L.; Barbagallo, M. Effect of magnesium supplementation on inflammatory parameters: a meta-analysis of randomized controlled trials. Nutrients 2022, 14, 679. [Google Scholar] [CrossRef] [PubMed]
- Arancibia-Hernández, Y.L.; Hernández-Cruz, E.Y.; Pedraza-Chaverri, J. Magnesium (Mg2+) deficiency, not well-recognized non-infectious pandemic: origin and consequence of chronic inflammatory and oxidative stress-associated diseases. Cell Physiol Biochem 2023, 57 S1, 1–23. [Google Scholar] [PubMed]
- Nielsen, F.H.; Milne, D.B. Some magnesium status indicators and oxidative metabolism responses to low-dietary magnesium are affected by dietary copper in postmenopaual women. Nutrition 2003, 19, 617–626. [Google Scholar] [CrossRef]
- Mazur, A.; Maier, J.A.M.; Rock, E.; Gueux, E.; Nowacki, W.; Rayssiguier, Y. Magnesium and the inflammatory response: potential physiopathological implications. Arch Biochem Biophys 2007, 458, 48–56. [Google Scholar] [CrossRef]
- Nielsen, F.H. The alteration of magnesium, calcium and phosphorus metabolism by dietary magnesium deprivation in postmenopausal women is not affected by dietary boron deprivation. Magnes Res 2004, 17, 197–210. [Google Scholar]
- Maier, J.A.M. Low magnesium and atherosclerosis: an evidence-based link. Mol Aspects Med 2003, 24, 137–146. [Google Scholar] [CrossRef]
- Locatelli, L.; Fedele, G.; Maier, J.A. The role of TXNIP in mediating low magnesium driven endothelial dysfunction. Internat J Mol Sci 2023, 24, 8351. [Google Scholar] [CrossRef]
- Fedele, G.; Castiglioni, S.; Trapani, V.; Zafferri, I.; Bartolini, M.; Casati, S.; Ciuffreda, P.; Wolf, F.; Maier, J.A. Impact of inducible nitric oxide synthase activation on endothelial behavior under magnesium deficiency. Nutrients 2024, 16, 1406. [Google Scholar] [CrossRef]
- Kostov, K.; Halacheva, L. Role of magnesium deficiency in promoting atherosclerosis, endothelial dysfunction, and arterial stiffening as risk factors for hypertension. Internat J Mol Sci 2018, 19, 1724. [Google Scholar] [CrossRef]
- Libako, P.; Nowacki, W.; Rock, E.; Rayssiguier, Y.; Mazur, A. Phagocyte priming by low magnesium status: input to the enhanced inflammatory and oxidative stress responses. Magnes Res 2010, 23, 1–4. [Google Scholar] [CrossRef] [PubMed]
- AlShanableh, Z.; Ray, E.C. Magnesium in hypertension: mechanisms and clinical implications. Front Physiol 2024, 15, 1363975. [Google Scholar] [CrossRef]
- Touyz, R.M.; de Baaij, J.H.F.; Hoenderop, J.G.J. Magnesium Disorders. New Eng J Med 2024, 390, 1998–2009. [Google Scholar] [CrossRef] [PubMed]
- McElroy, S.T.; Link, J.E.; Dowdy, R.P.; Zinn, K.R.; Ellersieck, M.R. Influence of age and magnesium on calcium metabolism. J Nutr 1991, 121, 492–497. [Google Scholar] [CrossRef] [PubMed]
- Food and Nutrition Board, Institute of Medicine. Magnesium. In Dietary Reference Intakes for Calcium, Phosphorus, Magnesium, Vitamin D, and Fluoride. Washington DC: National Academies Press, 1997; pp.190-249.
- Hunt, C.D.; Johnson, J.K. Magnesium requirements: new estimations for men and women by cross-sectional statistical analysis of metabolic magnesium balance data. Amer. J Clin Nutr 2006, 84, 843–852. [Google Scholar] [CrossRef]
- Nielsen, F.H. Guidance for the determination of status indicators and dietary requirements for magnesium. Magnes Res 2017, 29, 154–160. [Google Scholar] [CrossRef]
- Anke, M.; Glei, M.; Vormann, J.; Muller, R.; Hoppe, C.; Schäfer, U. Magnesium in the nutrition of man. In Advances in Magnesium Research: New Data, Porr, P.J.; Nechifor, M., Durlach, J., Eds.; John Libbey Eurotext: Montrouge, France, 2006; pp. 175–186. [Google Scholar]
- United States Department of Agriculture and United States Department of Health and Human Services. Dietary Guidelines for Americans 2020-2025, 9th ed.; 2020: Available at DietaryGuidlines.gov.
- Shay, C.M.; Van Horn, L.; Stamler, J.; Dyer, A.R.; Brown, I.R.; Chan, Q.; Miura, K.; Zhao, L.; Okuda, N.; Daviglus, M.L.; Elliott, P. for the INTERMAP Research Group. Food and nutrient intakes and their association with lower BMI in middle-aged US adults: the International Study of Macro-Micronutrients and Blood Pressure (INTERMAP). Amer. J. Clin Nutr 2012, 96, 483–491. [Google Scholar] [CrossRef]
- Guerrero-Romero, F.; Rodriguez-Moran, M.F. Serum magnesiuk in the metabolically-obese normal-weight and healthy-obese subjects. Eur J Intern Med 2013, 24, 639–643. [Google Scholar] [CrossRef]
- Pickering, G.; Mazur, A.; Trousselard, M.; Bienkowski, P.; Yaltsewa, N.; Amessou, M.; Noah, L.; Pouteau, E. Magnesium status and stress: the vicious circle concept revisited. Nutrients 2020, 12, 3672. [Google Scholar] [CrossRef]
- Shivappa, N.; Steck, S.E.; Hurley, T.G.; Hussey, J.R.; Hebert, J.R. Designing and developing a literature-derived, population-based dietary inflammation index. Public Health Nutr 2014, 17, 1689–1696. [Google Scholar] [CrossRef]
- Nielsen, F.H. The problematic use of dietary reference intakes to assess magnesium status and clinical importance. Biol Trace Elem Res 2019, 188, 52–59. [Google Scholar] [CrossRef] [PubMed]
- Cowan, A.E.; Jun, S.; Tooze, J.A.; Eicher-Miller, H.A.; Dodd, K.W.; Gahche, J.J.; Guenther, P.M.; Dwyer, J.T.; Potischman, N.; Bhadra, A.; Bailey, R.L. Total usual micronutrient intakes compared to the dietary reference intakes among U.S. adults by food security status. Nutrients 2020, 12, 38. [Google Scholar] [CrossRef] [PubMed]
- Moshfegh, A.; Goldman, J.; Ahuja, J.; Rhodes, D.; LaComb, R. What we eat in America, NHANES 2005-2006: usual nutrient intakes from food and water compared to 1997 Dietary Reference Intakes for vitamin D, calcium, phosphorus, and magnesium. U.S. Department of Agriculture, Agriculture Research Service. 2009. Available online: http://www.ars.usda.gov/ba/bhnrc/fsrg.
- Costelllo, R.B.; Nielsen, F.H. Interpreting magnesium status to enhance clinical care: key indicators. Curr Opin Clin Nutr Metab Care 2017, 20, 504–511. [Google Scholar] [CrossRef] [PubMed]
| Reference | Study Type | Number of Subjects | Magnesium Indicator | Lowest Indicator Level | Highest Indicator Level |
|---|---|---|---|---|---|
| Hypertension | |||||
| Tan et al, 2024 [25] | Cross-sectional | 9,708 | Magnesium Depletion Score | ≤2 | ≥3 |
| Han et al, 2024 [26] | Cross sectional | 24,171 | Dietary Magnesium | Quintile | Quintile |
| Stroke | |||||
| Zhao et al, 2019 [27] | Systematic Review and Meta-Analysis | 692,998 | Dietary Magnesium | <180 mg/day | ≥180 mg/day |
| Sun et al, 2023 [28] | Cross-Sectional | 29,653 | Dietary Magnesium | Quartile <188.5 mg/day | Quartile ≥362 mg/day |
| Dong et al, 2024 [29] | Mendelian Randomization | ≥150765 | Dietary Intake | ND** | ND** |
| Coronary and Ischemic Heart Disease | |||||
| Gant et al, 2018 [30] | Cross-Sectional | 450 | Plasma Magnesium Urinary Magnesium Dietary Magnesium |
Quartile 0.67 mmol/L 1.81 mmol/24 hr 254 mg/day |
Quartile 0.88 mmol/L 6.64 mmol/24 hr 361 mg/day |
| Zhao et al, 2019 [31] | Meta-Analysis | 554,581 | Serum Magnesium Dietary Magnesium |
||
| Rooney et al, 2020 [32] | Prospective and Meta- Analysis | 14,446 | Serum Magnesium | Quintile 1.45 mEq/L | Quintile 1.80 mEq/L |
| Yang et al, 2024 [33] | Meta-Analysis | 2,980 | Dietary Magnesium | ≤186 mg/day | ≥357 mg/day |
| Atrial Fibrillation | |||||
| Wu et al, 2024 [34] | Observational | 15,792 | Serum Magnesium | ≤1.49 mg/dL | ≥1.90 mg/dL |
| Heart Failure | |||||
| Wannamethee et al, 2018 [35] | Prospective | 3,523 | Serum Magnesium | Quintile <0.75 mmol/L | Quintile ≥0.87 mmol/L |
| Zhao et al, 2024 [36] | Cross-Sectional | 19,227 | Magnesium Depletion Score | ≥2 | ≥3 |
| Cardiac Morbidity and Mortality | |||||
| Zhang et al, 2018 [37] | Prospective | 14,353 | Serum Magnesium | <0.70 mmol/L | ≥1.0 mmol/L |
| Fan et al, 2021 [38] | Randomized Control Trial | >10,000 | Magnesium Depletion Score | ≤2 | ≥3 |
| Wang et al, 2023 [39] | Cross-Sectonal | 917 stroke patients | Dietary Magnesium | Quartile ≤12 mg/100 kcal/d | Quartile ≥18 mg/100 kcal/day |
| Song et al, 2024 [40] | Cross-Sectional | 12,485 Hypertension Patients | Magnesium Depletion Score | ≤2 | ≥3 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).