Nutraceutical Properties of Chestnut Flours: Beneficial Effects on Skeletal Muscle Atrophy
Open accessAbstract
Plants contain a wide range of non-nutritive phytochemicals, many of which have protective or preventive properties for human diseases. The aim of the present work has been to investigate the nutraceutical properties of sweet chestnut flour extracts obtained from fruits collected from 7 geographic areas of Tuscany (Italy), and their ability in modulating skeletal muscle atrophy. We found that the cultivars from different geographic areas are characterized by the composition and quantity of various nutrients and specific bioactive components, such as tocopherols, polyphenols and sphingolipids. The nutraceutical properties of chestnut sweet flours have been evaluated in C2C12 myotubes induced to atrophy by serum deprivation or dexamethasone. We found that the pretreatment with both total extracts of tocopherols and sphingolipids is able to counterbalance cell atrophy, reducing the decrease in myotube size and myonuclei number, and attenuating protein degradation and the increase in expression of MAFbx/atrogin-1 (a muscle-specific atrophy marker). By contrast, polyphenol extracts were not able to prevent atrophy. Since we also found that γ-tocopherol is the major form of tocopherol in sweet flour and its content differs depending on the procedure of sweet flour preparation, the mechanisms by which γ-tocopherol as well as sphingolipids affect skeletal muscle cell atrophy have been also investigated. This is the first evidence that chestnut sweet flour is a natural source of specific bioactive components with a relevant role in the prevention of cell degeneration and maintenance of skeletal muscle mass, opening important implications in designing appropriate nutritional therapeutic approaches to skeletal muscle atrophy.
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Chestnut flours extracts inhibit the expression of MAFbx in C2C12 myotubes muscle atrophy induced by dexamethasone.
“For example, chestnut flours extracts, characterized by the composition and quantity of various nutrients and specific bioactive components, such as tocopherols, polyphenols, and sphingolipids, inhibit the expression of MAFbx in C2C12 myotubes muscle atrophy induced by dexamethasone [105].”
From Nutraceuticals in the Prevention and Treatment of the Muscle Atrophy (2021) · cites this paper as [105]
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Cites
A SIMPLE METHOD FOR THE ISOLATION AND PURIFICATION OF TOTAL LIPIDES FROM ANIMAL TISSUES
Folch, J., Lees, M., & Stanley, G. H. S. (1957) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)64849-5 · Cited by 65,189 · see citing works
Colorimetry of Total Phenolics with Phosphomolybdic-Phosphotungstic Acid Reagents
Singleton, V. L., & Rossi, J. A. (1965) · American Journal of Enology and Viticulture · doi:10.5344/ajev.1965.16.3.144 · Cited by 24,852 · see citing works
Free radicals and antioxidants in normal physiological functions and human disease
Valko, M., Leibfritz, D., Moncol, J., Cronin, M. T. D., Mazur, M., & Telser, J. (2007) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/j.biocel.2006.07.001 · Cited by 14,269 · see citing works
Plant Polyphenols as Dietary Antioxidants in Human Health and Disease
Pandey, K. B., & Rizvi, S. I. (2009) · Oxidative Medicine and Cellular Longevity · doi:10.4161/oxim.2.5.9498 · Cited by 4,727 · see citing works
Estimation of total flavonoid content in propolis by two complementary colometric methods
Chang, C.-C., Yang, M.-H., Wen, H.-M., & Chern, J.-C. (2020) · Journal of Food and Drug Analysis · doi:10.38212/2224-6614.2748 · Cited by 4,106 · see citing works
Cellular and molecular mechanisms of muscle atrophy
Bonaldo, P., & Sandri, M. (2013) · Disease Models & Mechanisms · doi:10.1242/dmm.010389 · Cited by 1,284 · see citing works
Sphingosine-1-phosphate signaling and its role in disease
Maceyka, M., Harikumar, K. B., Milstien, S., & Spiegel, S. (2012) · Trends in Cell Biology · doi:10.1016/j.tcb.2011.09.003 · Cited by 1,039 · see citing works
Rapid Determination of Polyphenols and Vitamin C in Plant-Derived Products
Georgé, S., Brat, P., Alter, P., & Amiot, M. J. (2005) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf048396b · Cited by 804 · see citing works
Bioactive sphingolipids: metabolism and function
Bartke, N., & Hannun, Y. A. (2009) · Journal of Lipid Research · doi:10.1194/jlr.r800080-jlr200 · Cited by 683 · see citing works
Tocopherols and total phenolics in 10 different nut types
Kornsteiner, M., Wagner, K., & Elmadfa, I. (2005) · Food Chemistry · doi:10.1016/j.foodchem.2005.07.033 · Cited by 644 · see citing works
Discovery and evaluation of inhibitors of human sphingosine kinase.
French, K. J., Schrecengost, R. S., Lee, B. D., Zhuang, Y., Smith, S. N., Eberly, J. L., Yun, J. K., & Smith, C. D. (2003) · PubMed · Cited by 599 · see citing works
Sphingolipids in Food and the Emerging Importance of Sphingolipids to Nutrition
Vesper, H. W., Schmelz, E.-M., Nikolova‐Karakashian, M., Dillehay, D. L., Lynch, D. V., & Merrill, A. H. (1999) · Journal of Nutrition · doi:10.1093/jn/129.7.1239 · Cited by 582 · see citing works
Panfili, G., Fratianni, A., & Irano, M. (2003) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf030009v · Cited by 386 · see citing works
The role and regulation of MAFbx/atrogin-1 and MuRF1 in skeletal muscle atrophy
Foletta, V. C., White, L. J., Larsen, A., Léger, B., & Russell, A. P. (2011) · Pflügers Archiv - European Journal of Physiology · doi:10.1007/s00424-010-0919-9 · Cited by 357 · see citing works
Antioxidant Supplementation during Exercise Training: Beneficial or Detrimental?
Peternelj, T.-T., & Coombes, J. S. (2011) · Sports Medicine · doi:10.2165/11594400-000000000-00000 · Cited by 314 · see citing works
Hensley, K., Benaksas, E. J., Bolli, R., Comp, P. C., Grammas, P., Hamdheydari, L., Mou, S., Pye, Q. N., Stoddard, M. F., Wallis, G., et al. (2003) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2003.10.009 · Cited by 311 · see citing works
Choi, D., Lee, Y., Hong, J. T., & Lee, H. (2011) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2011.11.014 · Cited by 305 · see citing works
de Vasconcelos, M. D. C. B. M., Bennett, R. N., Rosa, E. A. S., & Ferreira-Cardoso, J. V. (2010) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.4016 · Cited by 241 · see citing works
Oxidative stress and disuse muscle atrophy
Powers, S. K., Smuder, A. J., & Judge, A. R. (2012) · Current Opinion in Clinical Nutrition & Metabolic Care · doi:10.1097/mco.0b013e328352b4c2 · Cited by 234 · see citing works
Functional Foods and Nutraceuticals in the Primary Prevention of Cardiovascular Diseases
Alissa, E. M., & Ferns, G. A. (2012) · Journal of Nutrition and Metabolism · doi:10.1155/2012/569486 · Cited by 209 · see citing works
Nutritional quality of chestnut (Castanea sativa Mill.) cultivars from Portugal
Borges, O., Gonçalves, B. C., de Carvalho, J. L. S., Correia, P., & Silva, A. P. (2007) · Food Chemistry · doi:10.1016/j.foodchem.2007.07.011 · Cited by 205 · see citing works
Tocotrienols: The Emerging Face of Natural Vitamin E
Sen, C. K., Khanna, S., Rink, C. L., & Roy, S. (2007) · Vitamins and hormones · doi:10.1016/s0083-6729(07)76008-9 · Cited by 165 · see citing works
Role of vitamin E and oxidative stress in exercise
Sacheck, J. M., & Blumberg, J. B. (2001) · Nutrition · doi:10.1016/s0899-9007(01)00639-6 · Cited by 153 · see citing works
Entry of muscle satellite cells into the cell cycle requires sphingolipid signaling
Nagata, Y., Partridge, T. A., Matsuda, R., & Zammit, P. S. (2006) · The Journal of Cell Biology · doi:10.1083/jcb.200605028 · Cited by 153 · see citing works
Sphingolipid signaling and redox regulation
Won, J., & Singh, I. (2006) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2006.01.035 · Cited by 141 · see citing works
Circulating sphingolipid biomarkers in models of type 1 diabetes
Fox, T. E., Bewley, M. C., Unrath, K. A., Pedersen, M. M., Anderson, R. E., Jung, D. Y., Jefferson, L. S., Kim, J. K., Bronson, S. K., Flanagan, J. M., et al. (2010) · Journal of Lipid Research · doi:10.1194/jlr.m010595 · Cited by 141 · see citing works
Chemical composition of chestnut cultivars from Spain
Pereira‐Lorenzo, S., Ramos‐Cabrer, A. M., Díaz-Hernández, M. B., Ara, M. C., & Mesa, D. R. (2005) · Scientia Horticulturae · doi:10.1016/j.scienta.2005.08.008 · Cited by 139 · see citing works
TNF-α- and tumor-induced skeletal muscle atrophy involves sphingolipid metabolism
Larichaudy, J. D., Zufferli, A., Serra, F., Isidori, A. M., Naro, F., Dessalle, K., Desgeorges, M. M., Piraud, M., Cheillan, D., Vidal, H., et al. (2012) · Skeletal Muscle · doi:10.1186/2044-5040-2-2 · Cited by 129 · see citing works
de Vasconcelos, M. D. C. B. M., Bennett, R. N., Rosa, E. A. S., & Cardoso, J. V. F. (2007) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf0629080 · Cited by 109 · see citing works
Squecco, R., Sassoli, C., Nuti, F., Martinesi, M., Chellini, F., Nosi, D., Zecchi‐Orlandini, S., Francini, F., Formigli, L., & Meacci, E. (2006) · Molecular Biology of the Cell · doi:10.1091/mbc.e06-03-0243 · Cited by 90 · see citing works
Self-citationWiser, J. L., Alexis, N. E., Jiang, Q., Wu, W., Robinette, C., Roubey, R. A. S., & Peden, D. B. (2008) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2008.03.002 · Cited by 84 · see citing works
Aslam, A., Misbah, S., Talbot, K., & Chapel, H. (2004) · Clinical Immunology · doi:10.1016/j.clim.2004.02.001 · Cited by 72 · see citing works
Sphingosine kinase activity is required for myogenic differentiation of C2C12 myoblasts
Meacci, E., Nuti, F., Donati, C., Cencetti, F., Farnararo, M., & Bruni, P. (2007) · Journal of Cellular Physiology · doi:10.1002/jcp.21187 · Cited by 63 · see citing works
Self-citationEgom, E. E. A., Mamas, M. A., Chacko, S. M., Stringer, S. E., Charlton-Menys, V., El‐Omar, M., Chirico, D., Clarke, B., Neyses, L., Cruickshank, J. K., et al. (2013) · Frontiers in Physiology · doi:10.3389/fphys.2013.00130 · Cited by 63 · see citing works
Effects of S1P on skeletal muscle repair/regeneration during eccentric contraction
Sassoli, C., Formigli, L., Bini, F., Tani, A., Squecco, R., Battistini, C., Zecchi‐Orlandini, S., Francini, F., & Meacci, E. (2010) · Journal of Cellular and Molecular Medicine · doi:10.1111/j.1582-4934.2010.01250.x · Cited by 56 · see citing works
Self-citationPolyphenols prevent clinorotation-induced expression of atrogenes in mouse C2C12 skeletal myotubes
Hemdan, D. I. I., Hirasaka, K., Nakao, R., Kohno, S., Kagawa, S., Abe, T., Harada‐Sukeno, A., Okumura, Y., Nakaya, Y., Terao, J., et al. (2009) · The Journal of Medical Investigation · doi:10.2152/jmi.56.26 · Cited by 56 · see citing works
Tocotrienols and Cardiovascular Health
Prasad, K. (2011) · Current Pharmaceutical Design · doi:10.2174/138161211796957418 · Cited by 49 · see citing works
Barreira, J. C. M., Alves, R. C., Casal, S. I. P., Ferreira, I. C. F. R., Oliveira, M. B. P. P., & Pereira, J. A. (2009) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf900435y · Cited by 47 · see citing works
Bini, F., Frati, A., Garcia‐Gil, M., Battistini, C., Granado, M. H., Martinesi, M., Mainardi, M., Vannini, E., Luzzati, F., Caleo, M., et al. (2012) · Neuropharmacology · doi:10.1016/j.neuropharm.2012.04.026 · Cited by 46 · see citing works
Self-citationMeacci, E., Bini, F., Sassoli, C., Martinesi, M., Squecco, R., Chellini, F., Zecchi‐Orlandini, S., Francini, F., & Formigli, L. (2010) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-010-0442-3 · Cited by 45 · see citing works
Self-citationCancer Prevention by Different Forms of Tocopherols
Yang, C. S., & Suh, N. (2012) · Topics in current chemistry · doi:10.1007/128_2012_345 · Cited by 32 · see citing works
Ferreira, L. F., Moylan, J. S., Stasko, S. A., Smith, J. D., Campbell, K. S., & Reid, M. B. (2012) · Journal of Applied Physiology · doi:10.1152/japplphysiol.01269.2011 · Cited by 31 · see citing works
MARRONE DEL MUGELLO PGI CHESTNUT NUTRITIONAL AND ORGANOLEPTIC QUALITY
Bellini, E., Giordani, E., Marinelli, C., & Perucca, B. (2005) · Acta Horticulturae · doi:10.17660/actahortic.2005.693.9 · Cited by 16 · see citing works
Self-citationSphingosine-1-Phosphate Signaling in Skeletal Muscle Cells
Meacci, E., Bini, F., & Battistini, C. (2012) · Methods in molecular biology · doi:10.1007/978-1-61779-800-9_12 · Cited by 10 · see citing works
Self-citationSphingosine 1-phosphate signal transduction in muscle cells.
Meacci, E., Donati, C., Farnararo, M., & Bruni, P. (2003) · PubMed · Cited by 9 · see citing works
Self-citationCAPACITY OF EXTRACTS OF SWEET CHESTNUT CONCERNING TO REMOVE LIPID PEROXIDATION
Živković, Mujić, Zeković, & Vidović (2008) · University of Zagreb University Computing Centre (SRCE) · doi:10.5513/jcea.v9i2.678 · Cited by 7 · see citing works
Bellini, E., Giordani, E., Marinelli, C., Migliorini, M., & Funghini, L. (2009) · Acta Horticulturae · doi:10.17660/actahortic.2009.815.15 · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- E. Meacci, F. Bini and C. Battistini, S1P Signaling in Skeletal Muscle Cells, Methods Mol. Biol., 2012, 874, 155-165.
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Echegaray, N., Gómez, B., Barba, F. J., Franco, D., Estévez, M., Carballo, J., Marszałek, K., & Lorenzo, J. M. (2018) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2018.10.005 · Cited by 108 · see citing works
Martı́nez, S., Fuentes, C., & Carballo, J. (2022) · Foods · doi:10.3390/foods11213519 · Cited by 94 · see citing works
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Rondanelli, M., Miccono, A., Peroni, G., Guerriero, F., Morazzoni, P., Riva, A., Guido, D., & Perna, S. (2016) · Evidence-based Complementary and Alternative Medicine · doi:10.1155/2016/5970367 · Cited by 52 · see citing works
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- Authors
- Frati, A., Landi, D., Marinelli, C., Gianni, G., Fontana, L., Migliorini, M., Pierucci, F., Garcia-Gil, M., & Meacci, E.
- Affiliations
- University of Florence (IT)
- Camera di Commercio di Firenze (IT)
- Corresponding author
- Meacci, Elisabetta
- Venue
- Food Funct.
- Publisher
- Royal Society of Chemistry (RSC)
- Published
- 2014-09-03
- Volume
- 5
- Issue
- 11
- Pages
- 2870-2882
- ISSN
- 2042-6496 (ISSN-L)
- 2042-650X
- OpenAlex
- W2141914619
- Cited by
- 23
- References
- 47
- Citations by year
- 2025: 4 · 2024: 2 · 2022: 1 · 2021: 2 · 2020: 3 · 2019: 2 · 2018: 5 · 2017: 2 · 2016: 1 · 2015: 1
- FWCI
- 0.55
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- other-oa
- Locations
- Food & Function (publishedVersion)
- PubMed (publishedVersion)
- CINECA IRIS Institutial research information system (University of Pisa) (submittedVersion, other-oa)
- Florence Research (University of Florence) (submittedVersion)
- Funders
- Ministero dell’Istruzione, dell’Università e della Ricerca
- Regione Toscana
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Muscle Physiology and Disorders
- Health Sciences › Medicine › Physiology › Nutrition and Health in Aging
- Health Sciences › Nursing › Nutrition and Dietetics › Nuts composition and effects
- Keywords
- chestnut flour, nutraceuticals, skeletal muscle atrophy, gamma-tocopherol, tocopherols, sphingolipids, polyphenols, atrogin-1/MAFbx, myotube atrophy, dexamethasone-induced atrophy, serum deprivation, C2C12 myotubes, bioactive compounds, chestnut cultivars, Tuscany
- MeSH terms
- Animals, Cell Line, Dexamethasone, Flour, Italy, Muscular Atrophy, Plant Extracts, Sphingolipids, Muscle, Skeletal, Muscle Fibers, Skeletal, Dietary Supplements, Tocopherols, Fagaceae, Mice, Proteolysis, Polyphenols
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