Open AccessCommunication
Toxic Evaluation of Cymbopogon citratus Chemical Fractions in E. coli
Cosmetics 2017, 4(2), 20; doi:10.3390/cosmetics4020020 -
Abstract
Cymbopogon citratus (DC) Stapf is consumed as a popular decoction owing to its nice flavor and hypotensor property. Its aqueous extract radioprotector and antimutagenic properties have been experimentally demonstrated. In addition, its DNA protective activity against UV light has been proved in plasmid
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Cymbopogon citratus (DC) Stapf is consumed as a popular decoction owing to its nice flavor and hypotensor property. Its aqueous extract radioprotector and antimutagenic properties have been experimentally demonstrated. In addition, its DNA protective activity against UV light has been proved in plasmid DNA and bacterial models. The fractioning process is important in order to identify phytocompounds responsible for this activity. In this work, the toxicity of three fractions obtained from Cymbopogon citratus (essential oils, butanolic and aqueous fractions) were tested using the SOS Chromotest in Escherichia coli. Cymbopogon citratus chemical fractions possess cytotoxic properties in E. coli in the following order butanolic > aqueous > essentials oils. Genotoxic properties were detected in any of the fractions. Full article
Open AccessArticle
Sensory Evaluation and Oxidative Stability of a Suncream Formulated with Thermal Spring Waters from Ourense (NW Spain) and Sargassum muticum Extracts
Cosmetics 2017, 4(2), 19; doi:10.3390/cosmetics4020019 -
Abstract
The purpose of this work was to evaluate four thermal spring waters from Ourense and a Sargassum muticum extract as cosmetic ingredients for the preparation of a suncream. The thermal spring waters were tested for their suitability as an aqueous phase main component,
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The purpose of this work was to evaluate four thermal spring waters from Ourense and a Sargassum muticum extract as cosmetic ingredients for the preparation of a suncream. The thermal spring waters were tested for their suitability as an aqueous phase main component, and the algal extract was added as an antioxidant instead of using synthetic preservatives in the cosmetic formula. The emulsion was tested for lipid oxidation during a period of 9 months and for consumer acceptance by performing a sensory test on controls and blanks. Further, color parameters were considered, and a pH determination was performed. The S. muticum extract protected from primary and secondary oxidation as efficiently as Fucus sp. or α-tocopherol extracts. In addition, the sensorial test revealed that consumers preferred suncreams prepared with the S. muticum extract and with thermal spring water from O Tinteiro and A Chavasqueira. The pH of the suncreams varied with the selection of the ingredients, and no oscillations in colorimetric values were visually observed. Our results indicate that the algal extract and the thermal spring waters from Ourense are potential cosmetic ingredients, since they showed effectiveness as antioxidant ingredients, and the suncreams were well accepted by consumers. Full article
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Open AccessArticle
Anti-Skin-Aging Activity of a Standardized Extract from Panax ginseng Leaves In Vitro and In Human Volunteer
Cosmetics 2017, 4(2), 18; doi:10.3390/cosmetics4020018 -
Abstract
Ginseng leaves contain high saponin composition and content, but are used less often than the root part. To develop a use for the leaves that exploits their properties, we studied ginseng leaves as the raw material of anti-aging cosmetics. This study highlights an
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Ginseng leaves contain high saponin composition and content, but are used less often than the root part. To develop a use for the leaves that exploits their properties, we studied ginseng leaves as the raw material of anti-aging cosmetics. This study highlights an assessment of the cellular factivity and clinical efficacy of ginseng leaf extract, providing necessary information relevant to the development of new cosmetic products. Panax ginseng leaf purified extracts (PGLE) were shown to have high contents of Rb3 and Rb2. Rb3, the major chemical components of PGLE, promoted collagen synthesis though the activation of transforming growth factor-β (TGF-β) in human skin fibroblast cells. In addition, the possibility of PGLE as an anti-skin-aging agent has also been clinically validated. Our analysis of the crow’s feet wrinkle showed that there was a decrease in the depth of deep furrows in the region of interest (RI) treated with PGLE lotion over an eight-week period. Based on these results, we suggest the possibility that PGLE, having high levels of Rb3, be considered as an attractive, wrinkle-reducing candidate for topical application. Full article
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Open AccessArticle
Thermosensitive Hydrogel Mask Significantly Improves Skin Moisture and Skin Tone; Bilateral Clinical Trial
Cosmetics 2017, 4(2), 17; doi:10.3390/cosmetics4020017 -
Abstract
Objective: A temperature-sensitive state-changing hydrogel mask was used in this study. Once it comes into contact with the skin and reaches the body temperature, it uniformly and quickly releases the active compounds, which possess moisturizing, anti-oxidant, anti-inflammatory and regenerative properties. Methods: An open
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Objective: A temperature-sensitive state-changing hydrogel mask was used in this study. Once it comes into contact with the skin and reaches the body temperature, it uniformly and quickly releases the active compounds, which possess moisturizing, anti-oxidant, anti-inflammatory and regenerative properties. Methods: An open label clinical trial was conducted to evaluate the effects of the test product on skin hydration, skin tone and skin ageing. Subjects applied the product to one side of their face and underwent Corneometer® and Chromameter measurements, Visual assessment of facial skin ageing and facial photography. All assessments and Self-Perception Questionnaires (SPQ) were performed at baseline, after the first application of the test product and after four applications. Results: After a single treatment we observed an increase in skin moisturisation, an improvement of skin tone/luminosity and a reduction in signs of ageing, all statistically significant. After four applications a further improvement in all measured parameters was recorded. These results were confirmed by the subjects’ own perceptions, as reported in the SPQ both after one and four applications. Conclusion: The hydrogel mask tested in this study is very effective in improving skin hydration, skin radiance and luminosity, in encouraging an even skin tone and in reducing skin pigmentation. Full article
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Open AccessReview
Topical Peptide Treatments with Effective Anti-Aging Results
Cosmetics 2017, 4(2), 16; doi:10.3390/cosmetics4020016 -
Abstract
In the last two decades, many new peptides have been developed, and new knowledge on how peptides improve the skin has been uncovered. The spectrum of peptides in the field of cosmetics is continuously growing. This review summarizes some of the effective data
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In the last two decades, many new peptides have been developed, and new knowledge on how peptides improve the skin has been uncovered. The spectrum of peptides in the field of cosmetics is continuously growing. This review summarizes some of the effective data on cosmeceutical peptides that work against intrinsic and extrinsic aging. Some peptides have been proven in their efficacy through clinical skin trials. Well-known and documented peptides like copper tripeptide are still under research to obtain more details on their effectiveness, and for the development of new treatments. Palmitoyl pentapeptide-4 and Carnosine are other well-researched cosmeceuticals. Additionally, there are many more peptides that are used in cosmetics. However, study results for some are sparse, or have not been published in scientific journals. This article summarizes topical peptides with proven efficacy in controlled in vivo studies. Full article
Open AccessArticle
The New Sunscreens among Formulation Strategy, Stability Issues, Changing Norms, Safety and Efficacy Evaluations
Cosmetics 2017, 4(2), 15; doi:10.3390/cosmetics4020015 -
Abstract
The sun-and-skin interactions have controversial sides. Besides important beneficial effects, we need to take into consideration also some serious harmful results. In particular, these are connected to the portion of the solar spectrum traditionally identified as ultraviolet type A and B. The topical
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The sun-and-skin interactions have controversial sides. Besides important beneficial effects, we need to take into consideration also some serious harmful results. In particular, these are connected to the portion of the solar spectrum traditionally identified as ultraviolet type A and B. The topical application of sunscreens (and the avoidance of extreme exposure to sun rays) is worldwide recognized as the best strategy to avoid sunburn and oedema. Moreover, such strategy can efficiently prevent the onset of skin cancer. Therefore, the first aim of sunscreen products is to efficiently minimize all damage of sun exposure, while, at the same time, keeping good skin tolerability, avoiding safety problems and developing pleasant sensorial properties. Sunscreens, i.e., substances able to reflect and/or absorb, at a partial or complete extent, UV radiation are the key actors in skin protection. They are used to implement the level of primary photoprotection against UV rays. This means that when they absorb the radiation energy, their molecules pass to an excited state and successively re-emit energy in other forms (vibrational, rotational, infrared radiation) to come back to the ground state. Full article
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Open AccessReview
Meta Analysis of Skin Microbiome: New Link between Skin Microbiota Diversity and Skin Health with Proposal to Use This as a Future Mechanism to Determine Whether Cosmetic Products Damage the Skin
Cosmetics 2017, 4(2), 14; doi:10.3390/cosmetics4020014 -
Abstract
There is a skin allergy epidemic in the western world, and the rate of deterioration has increased significantly in the past 5–10 years. It is probable that there are many environmental contributing factors, yet some studies have linked it primarily to the rise
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There is a skin allergy epidemic in the western world, and the rate of deterioration has increased significantly in the past 5–10 years. It is probable that there are many environmental contributing factors, yet some studies have linked it primarily to the rise in the use of synthetic chemical ingredients in modern cosmetics. Our challenge, therefore, was to find a mechanism to determine the effect these substances have on skin health, and whether they really are a primary cause of long term damage to the skin. The first problem is the lack of any definitive way to measure skin health. Motivated by the overwhelming evidence for a link between deficient gut flora and ill health, we decided to look at whether our skin microbiota could similarly be used as an indicator of skin health. Our research illustrates how microbiota diversity alone can predict whether skin is healthy or not, after we revealed a complete lack of conclusive findings linking the presence or abundance of particular species of microbe to skin problems. This phenomenon is replicated throughout nature, where high biodiversity always leads to healthy ecosystems. ‘Caveman’ skin, untouched by modern civilisation, was far different to “western” skin and displayed unprecedented levels of bacterial diversity. The less exposed communities were to western practices, the higher the skin diversity, which is clear evidence of an environmental factor in the developed world damaging skin. For the first time we propose benchmark values of diversity against which we can measure skin to determine how healthy it is. This gives us the ability to be able to predict which people are more likely to be prone to skin ailments, and start to test whether cosmetic ingredients and products are a main cause of the skin allergy epidemic. Full article
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Open AccessArticle
Efficacy of Phoenix dactylifera L. (Date Palm) Creams on Healthy Skin
Cosmetics 2017, 4(2), 13; doi:10.3390/cosmetics4020013 -
Abstract
The date palm fruit (Phoenix dactylifera L. Arecaceae) is used in most of the countries of the world and is an essential part of the diet, especially in many Arabian countries. Phoenix dactylifera L. fruits are a rich source of sugars (glucose
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The date palm fruit (Phoenix dactylifera L. Arecaceae) is used in most of the countries of the world and is an essential part of the diet, especially in many Arabian countries. Phoenix dactylifera L. fruits are a rich source of sugars (glucose and fructose), vitamins (A, C, and B complex), fibers, minerals, and phenolic compounds having antioxidant and anti-inflammatory properties. This study is designed to explore the Phoenix dactylifera L. fruit for skin care. A single-blinded, placebo control trial was conducted, including 11 healthy female volunteers after their informed consent. The efficacy of the Phoenix dactylifera L. extract (4%) was evaluated in cream form after one, two, three, four, six, and eight weeks of treatment compared with the baseline. Prior to the study, the composition of the extract was analyzed to understand the underlying mechanisms by which the extract affects skin. Treating facial skin with the Phoenix dactylifera L. extract significantly improved all parameters investigated, such as skin elasticity, pigmentation, redness, brightness, and hydration and led to the improvement of the facial skin. There were no adverse reactions noted during the course of the patch test, demonstrating that the extract could be safe to apply on the skin. The Phoenix dactylifera L. fruit extract serves as a skin care ingredient that significantly improves characteristics important for perception of skin ageing and health. The efficacy of the treatment is possibly due to a combination of numerous active substances found in the Phoenix dactylifera L. extract. Full article
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Open AccessArticle
Comparative Analysis of Four Facial Foundation Lotions with Reference to Its Antioxidant Richness and Bio-Safety
Cosmetics 2017, 4(2), 12; doi:10.3390/cosmetics4020012 -
Abstract
The market these days is a hub of a variety of commercially available cosmetic products, and foundation makeup to be precise, containing various types of important bioactive compounds both from natural and synthetic sources. The current study explores the usage of foundation lotions
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The market these days is a hub of a variety of commercially available cosmetic products, and foundation makeup to be precise, containing various types of important bioactive compounds both from natural and synthetic sources. The current study explores the usage of foundation lotions among undergraduate female students of an engineering college in West Bengal, India, and its antioxidant potential such as free radical scavenging, anti-lipid peroxidation, and reducing power. Red Blood Corpuscles hemolysis assay was also tested for evaluating it safety measures. Results confirmed the presence of antioxidant-related bioactive components and hence the antioxidant property in each brand tested, albeit in varying degrees. Free radical scavenging, anti-lipid peroxidation, and reducing power were also exhibited by all samples tested. Hemolytic activity was not significantly noted among the foundations, though each exhibited different results. Lotion with the least bioactive components exhibited high hemolytic activity. The findings of this study reveal the secret behind the usefulness of foundation lotions on the basis of antioxidant contents and free radical scavenging activity. The results of this study confirmed that it is very unlikely that all the essential qualities of a good cosmetic product will be present all at once. Full article
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Open AccessReview
Cosmetic Ingredients as Emerging Pollutants of Environmental and Health Concern. A Mini-Review
Cosmetics 2017, 4(2), 11; doi:10.3390/cosmetics4020011 -
Abstract
Cosmetic and personal care products are used in huge quantities throughout the world; as a result of their regular use, they are continuously released into the environment in very large amounts. Many of these products are biologically active and are characterized by persistence
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Cosmetic and personal care products are used in huge quantities throughout the world; as a result of their regular use, they are continuously released into the environment in very large amounts. Many of these products are biologically active and are characterized by persistence and bioaccumulation potential, posing a threat to ecosystem and human health. On the basis of the most recent scientific literature available on this subject, this paper provides an overview of some cosmetic ingredients that are considered environmental emerging pollutants of particular concern such as UV filters, some preservatives (parabens, triclosan), and microplastics. Full article
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Open AccessArticle
Sunburn Protection by Sunscreen Sprays at Beach
Cosmetics 2017, 4(1), 10; doi:10.3390/cosmetics4010010 -
Abstract
Background: The efficacy of sunscreen is evaluated by SPF values, which are quantitatively determined in laboratories on the backs of human subjects according to a standardized procedure. However, SPF cannot be directly translated to sunburn protection under real-life situations because actual efficacy depends
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Background: The efficacy of sunscreen is evaluated by SPF values, which are quantitatively determined in laboratories on the backs of human subjects according to a standardized procedure. However, SPF cannot be directly translated to sunburn protection under real-life situations because actual efficacy depends on various factors related to human behaviors and environmental conditions. This study clinically evaluated the efficacy of two sunscreen sprays (SPF 30 and SPF 70) under natural sunlight exposure on healthy subjects at the beach. Methods: Twenty subjects were divided into two cells for the two sunscreen sprays (SPF 70 and SPF 30) in a single-center, actual usage test. The primary endpoint of the study was sunburn protection on the dorsal arms and the secondary endpoint was protection on the face and neck. Subjects stayed at the beach for 4 h after application of the sunscreens with normal beach activities. Subjects’ behavior at the beach, the amounts of sunscreen applied and reapplied, and environmental conditions were all recorded. Results: There was no significant sunburn for a majority of the subjects in either cell. However, neither sunscreen completely blocked the sunburn, especially the face/neck area. We found that the SPF 70 sunscreen was more effective than the SPF 30 sunscreen. Conclusion: Modern sunscreen sprays, applied liberally, are effective in providing sunburn protection for the body in a beach setting. Full article
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Open AccessCommunication
A Validated HPLC Method for the Determination of Vanillyl Butyl Ether in Cosmetic Preparations
Cosmetics 2017, 4(1), 9; doi:10.3390/cosmetics4010009 -
Abstract
A specific HPLC (High-Performance Liquid Chromatography) method has been developed and validated for the determination of vanillyl butyl ether in cosmetic products. The extraction procedure with an isopropanol water 1:1 mixture is described. The method uses a RP-C-18 column with isocratic elution and
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A specific HPLC (High-Performance Liquid Chromatography) method has been developed and validated for the determination of vanillyl butyl ether in cosmetic products. The extraction procedure with an isopropanol water 1:1 mixture is described. The method uses a RP-C-18 column with isocratic elution and an ultraviolet (UV) detector. The mobile phase consists of a mixture of acetonitrile and buffer (Na2HPO4 20 mM in water) (30:70 v/v) with a variable flow rate. The method was validated with respect to accuracy, precision (repeatability and reproducibility), specificity and linearity. The procedure described here is simple, selective and reliable for routine quality control analysis and stability tests of commercially available cosmetic products. Full article
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Open AccessEditorial
Editorial on Special Issue “Cosmetic Safety: Ingredients, Type of Reactions Undesirable Effects, Cosmetovigilance”
Cosmetics 2017, 4(1), 8; doi:10.3390/cosmetics4010008 -
Open AccessCommentary
Benefits of Anti-Aging Actives in Sunscreens
Cosmetics 2017, 4(1), 7; doi:10.3390/cosmetics4010007 -
Abstract
Sunscreens are functional, utilitarian, cosmetic products. The criteria of purchase are different from those for skin care and make-up. Companies are trying to add glamour and value to basic sunscreens by incorporating “active” ingredients (other than UV filters) into these formulas and by
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Sunscreens are functional, utilitarian, cosmetic products. The criteria of purchase are different from those for skin care and make-up. Companies are trying to add glamour and value to basic sunscreens by incorporating “active” ingredients (other than UV filters) into these formulas and by communicating about the additional benefits, be they anti-aging, moisturizing, firming, anti-wrinkle, etc. While some of these ideas of additional ingredients make sense as supplementary skin protection, some others do not afford much benefit in view of the infrequent application and short period of usage. The present article reviews some of these ideas and presents a few active ingredients that might be of value in such a context, even if substantiation of such additional claims in sunscreens is often lacking. Full article
Open AccessEditorial
Acknowledgement to Reviewers of Cosmetics in 2016
Cosmetics 2017, 4(1), 6; doi:10.3390/cosmetics4010006 -
Abstract The editors of Cosmetics would like to express their sincere gratitude to the following reviewers for assessing manuscripts in 2016. [...]
Full article
Open AccessCase Report
Contact Allergy to Castor Oil, but Not to Castor Wax
Cosmetics 2017, 4(1), 5; doi:10.3390/cosmetics4010005 -
Abstract
Ricinus communis (castor) seed oil (CAS 8001-79-4), a vegetable oil extracted from the seeds of Ricinus communis, is widely used in cosmetics and pharmaceuticals, and may be a cause of allergic contact dermatitis from these products. We present two patients with allergic
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Ricinus communis (castor) seed oil (CAS 8001-79-4), a vegetable oil extracted from the seeds of Ricinus communis, is widely used in cosmetics and pharmaceuticals, and may be a cause of allergic contact dermatitis from these products. We present two patients with allergic contact dermatitis from cosmetics containing castor oil, in whom a correct diagnosis was achieved by patch testing castor oil ‘as is’. PEGylated and/or hydrogenated derivatives (the latter formerly also available from patch test allergen suppliers) and/or cosmetics containing these specific derivatives did not result in contact allergy or allergic contact dermatitis. This observation might be relevant for the manufacturing of cosmetics and pharmaceuticals. In the future, further research into the allergenicity of castor oil and its numerous derivatives, and their optimal patch test concentrations, may be desirable. Full article
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Open AccessFeature PaperReview
Oxidative Stress and Ageing: The Influence of Environmental Pollution, Sunlight and Diet on Skin
Cosmetics 2017, 4(1), 4; doi:10.3390/cosmetics4010004 -
Abstract
Skin ageing is a complex process that is determined by both intrinsic and extrinsic factors, which leads to a progressive loss of structure and function. There is extensive evidence indicating that oxidative stress induced by reactive oxygen species plays an important role in
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Skin ageing is a complex process that is determined by both intrinsic and extrinsic factors, which leads to a progressive loss of structure and function. There is extensive evidence indicating that oxidative stress induced by reactive oxygen species plays an important role in the process of human skin ageing. Mitochondria are the major source of cellular oxidative stress and are widely implicated in cutaneous ageing. Extrinsic skin ageing is driven to a large extent by environmental factors and external stressors such as ultraviolet radiation (UVR), pollution and lifestyle factors which have been shown to stimulate the production of reactive oxygen species and generate oxidative stress. The oxidative damage from these exogenous sources can impair skin structure and function, leading to the phenotypic features of extrinsic skin ageing. The following review highlights the current evidence surrounding the role of mitochondria and oxidative stress in the ageing process and the influence of environmental factors such as ultraviolet radiation, pollution and diet on skin ageing. Full article
Open AccessArticle
Relative Free Radicals Scavenging and Enzymatic Activities of Hippophae rhamnoides and Cassia fistula Extracts: Importance for Cosmetic, Food and Medicinal Applications
Cosmetics 2017, 4(1), 3; doi:10.3390/cosmetics4010003 -
Abstract
Hippophae rhamnoides L. and Cassia fistula L. extracts have great potential as food, medicinal, or cosmetic ingredients. The aim of our study was to assess their relative antioxidant activities and key enzymatic activities. Thereby, H. rhamnoides’ fruit and C. fistula’s pod extracts were
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Hippophae rhamnoides L. and Cassia fistula L. extracts have great potential as food, medicinal, or cosmetic ingredients. The aim of our study was to assess their relative antioxidant activities and key enzymatic activities. Thereby, H. rhamnoides’ fruit and C. fistula’s pod extracts were evaluated by spectrophotometry, based on their respective total phenolic content (TPC), 2,2-diphenyl-1-picrylhydrazyl (DPPH) ferric-reducing power, capacity in nitric oxide, hydroxyl and superoxide radicals scavenging, as well as on their β-glucuronidase, α-glucosidase and α-tyrosinase inhibition activities. H. rhamnoides and C. fistula extracts exhibited similarly high TPC levels, hydroxyl ion [OH] quenching activity, and α-glucosidase and α-tyrosinase IC50 values (p > 0.05). However, their respective DPPH radical, nitric oxide radical [NO], and superoxide anion [O2−•] scavenging activities, as well as their IC50 values for β-glucuronidase, significantly differed (p ≤ 0.05), with results showcasing the highest values in C. fistula extracts. In sum, our in vitro data explicitly suggest that the pod extracts of C. fistula exert better antioxidant and enzymatic properties than those exhibited by the fruit extract of H. rhamnoides. They also implicitly encourage performing multiple in vitro assays in order to thoroughly select a plant extract destined to a given medicinal, dietetic, or esthetic application. Full article
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Open AccessFeature PaperCommunication
Cosmetics Europe Guidelines on the Management of Undesirable Effects and Reporting of Serious Undesirable Effects from Cosmetics in the European Union
Cosmetics 2017, 4(1), 1; doi:10.3390/cosmetics4010001 -
Abstract
The European Union (EU) Cosmetics Regulation (EC) No. 1223/2009 requires companies to collect and assess reports of adverse health effects from the cosmetic products (undesirable effects) they market. Furthermore, undesirable effects that are considered as serious need to be reported to the national
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The European Union (EU) Cosmetics Regulation (EC) No. 1223/2009 requires companies to collect and assess reports of adverse health effects from the cosmetic products (undesirable effects) they market. Furthermore, undesirable effects that are considered as serious need to be reported to the national competent authorities. Cosmetics Europe, representing the European cosmetics industry, has developed these guidelines to promote a consistent practical approach for the management of undesirable effects and the notification of serious undesirable effects. Following these guidelines allows companies concerned to demonstrate due diligence and compliance with the legal requirements. Full article
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Open AccessReview
In Vitro Methodologies to Evaluate the Effects of Hair Care Products on Hair Fiber
Cosmetics 2017, 4(1), 2; doi:10.3390/cosmetics4010002 -
Abstract
Consumers use different hair care products to change the physical appearance of their hair, such as shampoos, conditioners, hair dye and hair straighteners. They expect cosmetics products to be available in the market to meet their needs in a broad and effective manner.
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Consumers use different hair care products to change the physical appearance of their hair, such as shampoos, conditioners, hair dye and hair straighteners. They expect cosmetics products to be available in the market to meet their needs in a broad and effective manner. Evaluating efficacy of hair care products in vitro involves the use of highly accurate equipment. This review aims to discuss in vitro methodologies used to evaluate the effects of hair care products on hair fiber, which can be assessed by various methods, such as Scanning Electron Microscopy, Transmission Electron Microscopy, Atomic Force Microscopy, Optical Coherence Tomography, Infrared Spectroscopy, Raman Spectroscopy, Protein Loss, Electrophoresis, color and brightness, thermal analysis and measuring mechanical resistance to combing and elasticity. The methodology used to test hair fibers must be selected according to the property being evaluated, such as sensory characteristics, determination of brightness, resistance to rupture, elasticity and integrity of hair strain and cortex, among others. If equipment is appropriate and accurate, reproducibility and ease of employment of the analytical methodology will be possible. Normally, the data set must be discussed in order to obtain conclusive answers to the test. Full article