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Goel A, Tsikritsis D, Belsey NA, Pendlington R, Glavin S, Chen T. Measurement of chemical penetration in skin using Stimulated Raman scattering microscopy and multivariate curve resolution - alternating least squares. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 296:122639. [PMID: 36989692 DOI: 10.1016/j.saa.2023.122639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 06/19/2023]
Abstract
The mechanistic understanding of skin penetration underpins the design, efficacy and risk assessment of many high-value products including functional personal care products, topical and transdermal drugs. Stimulated Raman scattering (SRS) microscopy, a label free chemical imaging tool, combines molecular spectroscopy with submicron spatial information to map the distribution of chemicals as they penetrate the skin. However, the quantification of penetration is hampered by significant interference from Raman signals of skin constituents. This study reports a method for disentangling exogeneous contributions and measuring their permeation profile through human skin combining SRS measurements with chemometrics. We investigated the spectral decomposition capability of multivariate curve resolution - alternating least squares (MCR-ALS) using hyperspectral SRS images of skin dosed with 4-cyanophenol. By performing MCR-ALS on the fingerprint region spectral data, the distribution of 4-cyanophenol in skin was estimated in an attempt to quantify the amount permeated at different depths. The reconstructed distribution was compared with the experimental mapping of CN, a strong vibrational peak in 4-cyanophenol where the skin is spectroscopically silent. The similarity between MCR-ALS resolved and experimental distribution in skin dosed for 4 h was 0.79 which improved to 0.91 for skin dosed for 1 h. The correlation was observed to be lower for deeper layers of skin where SRS signal intensity is low which is an indication of low sensitivity of SRS. This work is the first demonstration, to the best of our knowledge, of combining SRS imaging technique with spectral unmixing methods for direct observation and mapping of the chemical penetration and distribution in biological tissues.
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Affiliation(s)
- Anukrati Goel
- Department of Chemical and Process Engineering, University of Surrey, Guildford, GU2 7XH, UK
| | - Dimitrios Tsikritsis
- Chemical & Biological Sciences Department, National Physical Laboratory, Hampton Road, Teddington, TW11 0LW, UK
| | - Natalie A Belsey
- Department of Chemical and Process Engineering, University of Surrey, Guildford, GU2 7XH, UK; Chemical & Biological Sciences Department, National Physical Laboratory, Hampton Road, Teddington, TW11 0LW, UK
| | - Ruth Pendlington
- Unilever Safety & Environmental Assurance Centre, Colworth Science Park, Bedford, MK44 1LQ, UK
| | - Stephen Glavin
- Unilever Safety & Environmental Assurance Centre, Colworth Science Park, Bedford, MK44 1LQ, UK
| | - Tao Chen
- Department of Chemical and Process Engineering, University of Surrey, Guildford, GU2 7XH, UK.
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Zhou X, Masen MA, Li YY, Yap KK, Murali M, Jin ZM. Influence of different fluid environments on tactile perception and finger friction. J R Soc Interface 2022; 19:20210783. [PMID: 35317652 PMCID: PMC8941410 DOI: 10.1098/rsif.2021.0783] [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] [Indexed: 11/12/2022] Open
Abstract
Human beings often explore and perceive the characteristics of objects by touching with their fingers. During this process, the contact pressure and shear stress acting on the skin also modulate the tactile sensation. The external environment is an important factor that influences tactile perception as well as the finger friction characteristics. The purpose of this study was to investigate the effects of fluid environments, such as air, deionized water (DW) and thickened water (TW), on perceived roughness and relevant friction behaviour during finger movement. Two studies were performed to analyse the effect of fluid environment as well as the influence of lubricant viscosity on finger tactile friction behaviour. Participants conducted perception and sliding friction tests with their index finger in air and submerged in DW and TW, respectively. Perception tests were performed using a pairwise comparison, scoring the perceived roughness difference between a reference sample and the test sample. The statistical analysis showed that there was no significant difference in the roughness perception between air and DW, while the sensitivity of perception reduced with increasing lubricant viscosity. An approximate calculation of the film thickness was combined with classical lubrication theory to investigate the relationship between perception and friction. In TW, the thick film formed between the finger and the polytetrafluoroethylene plate changed the contact of the asperities with the skin, thus changing the subjective judgement and friction.
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Affiliation(s)
- Xue Zhou
- Tribology Research Institute, School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031, People's Republic of China
- Tribology Group, Department of Mechanical Engineering, Imperial College London, London SW7 2AZ, UK
| | - Marc A. Masen
- Tribology Group, Department of Mechanical Engineering, Imperial College London, London SW7 2AZ, UK
| | - Yi Yuan Li
- School of Economics and Management, Southwest Jiaotong University, Chengdu 610031, People's Republic of China
| | - Kian Kun Yap
- Tribology Group, Department of Mechanical Engineering, Imperial College London, London SW7 2AZ, UK
| | - Manoj Murali
- Tribology Group, Department of Mechanical Engineering, Imperial College London, London SW7 2AZ, UK
| | - Zhong Min Jin
- Tribology Research Institute, School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031, People's Republic of China
- School of Mechanical Engineering, University of Leeds, Leeds LS2 9JT, UK
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Meng Y, Xu J, Ma L, Jin Z, Prakash B, Ma T, Wang W. A review of advances in tribology in 2020–2021. FRICTION 2022; 10:1443-1595. [PMCID: PMC9552739 DOI: 10.1007/s40544-022-0685-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 08/22/2022] [Indexed: 07/22/2023]
Abstract
Around 1,000 peer-reviewed papers were selected from 3,450 articles published during 2020–2021, and reviewed as the representative advances in tribology research worldwide. The survey highlights the development in lubrication, wear and surface engineering, biotribology, high temperature tribology, and computational tribology, providing a show window of the achievements of recent fundamental and application researches in the field of tribology.
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Affiliation(s)
- Yonggang Meng
- State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084 China
| | - Jun Xu
- State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084 China
| | - Liran Ma
- State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084 China
| | - Zhongmin Jin
- School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, 610031 China
- School of Mechanical Engineering, University of Leeds, Leeds, LS2 9JT UK
| | - Braham Prakash
- State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084 China
| | - Tianbao Ma
- State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084 China
| | - Wenzhong Wang
- School of Mechanical and Vehicle Engineering, Beijing Institute of Technology, Beijing, 100082 China
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Yap KK, Murali M, Tan Z, Zhou X, Li L, Masen MA. Wax-oil lubricants to reduce the shear between skin and PPE. Sci Rep 2021; 11:11537. [PMID: 34078980 PMCID: PMC8173004 DOI: 10.1038/s41598-021-91119-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 05/21/2021] [Indexed: 02/06/2023] Open
Abstract
Prolonged use of tight-fitting PPE, e.g., by COVID-19 healthcare workers leads to skin injuries. An important contributor is the shear exerted on the skin due to static friction at the skin-PPE interface. This study aims to develop an optimised wax-oil lubricant that reduces the friction, or shear, in the skin-PPE contact for up to four hours. Lubricants with different wax-oil combinations were prepared using beeswax, paraffin wax, olive oil, and mineral oil. In-vivo friction measurements involving seven participants were conducted by sliding a polydimethylsiloxane ball against the volar forearms to simulate the skin-PPE interface. The maximum static coefficient of friction was measured immediately and four hours after lubricant application. It was found that the coefficient of friction of wax-oil lubricants is mainly governed by the ratio of wax to oil and the thermal stability and morphology of the wax. To maintain long-term lubricity, it is crucial to consider the absorption of oil into the PPE material. The best performing lubricant is a mixture of 20 wt% beeswax, 40 wt% olive oil, and 40 wt% mineral oil, which compared to unlubricated skin, provides 87% (P = 0.0006) and 59% (P = 0.0015) reduction in instantaneous and 4-h coefficient of friction, respectively.
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Affiliation(s)
- Kian Kun Yap
- Department of Mechanical Engineering, Imperial College London, London, UK.
| | - Manoj Murali
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - Zhengchu Tan
- Department of Mechanical Engineering, Imperial College London, London, UK
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
| | - Xue Zhou
- Department of Mechanical Engineering, Imperial College London, London, UK
- School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, China
| | - Luli Li
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - Marc Arthur Masen
- Department of Mechanical Engineering, Imperial College London, London, UK
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Atudorei D, Stroe SG, Codină GG. Impact of Germination on the Microstructural and Physicochemical Properties of Different Legume Types. PLANTS 2021; 10:plants10030592. [PMID: 33809819 PMCID: PMC8004221 DOI: 10.3390/plants10030592] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/09/2021] [Accepted: 03/15/2021] [Indexed: 12/22/2022]
Abstract
The microstructural and physicochemical compositions of bean (Phaseolus vulgaris), lentil (Lens culinaris Merr.), soybean (Glycine max L.), chickpea (Cicer aretinium L.) and lupine (Lupinus albus) were investigated over 2 and 4 days of germination. Different changes were noticed during microscopic observations (Stereo Microscope, SEM) of the legume seeds subjected to germination, mostly related to the breakages of the seed structure. The germination caused the increase in protein content for bean, lentil, and chickpea and of ash content for lentil, soybean and chickpea. Germination increased the availability of sodium, magnesium, iron, zinc and also the acidity for all legume types. The content of fat decreased for lentil, chickpea, and lupine, whereas the content of carbohydrates and pH decreased for all legume types during the four-day germination period. Fourier transform infrared spectroscopic (FT-IR) spectra show that the compositions of germinated seeds were different from the control and varied depending on the type of legume. The multivariate analysis of the data shows close associations between chickpea, lentil, and bean and between lupine and soybean samples during the germination process. Significant negative correlations were obtained between carbohydrate contents and protein, fat and ash at the 0.01 level.
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Masen MA, Chung A, Dawczyk JU, Dunning Z, Edwards L, Guyott C, Hall TAG, Januszewski RC, Jiang S, Jobanputra RD, Karunaseelan KJ, Kalogeropoulos N, Lima MR, Mancero Castillo CS, Mohammed IK, Murali M, Paszkiewicz FP, Plotczyk M, Pruncu CI, Rodgers E, Russell F, Silversides R, Stoddart JC, Tan Z, Uribe D, Yap KK, Zhou X, Vaidyanathan R. Evaluating lubricant performance to reduce COVID-19 PPE-related skin injury. PLoS One 2020; 15:e0239363. [PMID: 32970710 PMCID: PMC7514078 DOI: 10.1371/journal.pone.0239363] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 09/07/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Healthcare workers around the world are experiencing skin injury due to the extended use of personal protective equipment (PPE) during the COVID-19 pandemic. These injuries are the result of high shear stresses acting on the skin, caused by friction with the PPE. This study aims to provide a practical lubricating solution for frontline medical staff working a 4+ hours shift wearing PPE. METHODS A literature review into skin friction and skin lubrication was conducted to identify products and substances that can reduce friction. We evaluated the lubricating performance of commercially available products in vivo using a custom-built tribometer. FINDINGS Most lubricants provide a strong initial friction reduction, but only few products provide lubrication that lasts for four hours. The response of skin to friction is a complex interplay between the lubricating properties and durability of the film deposited on the surface and the response of skin to the lubricating substance, which include epidermal absorption, occlusion, and water retention. INTERPRETATION Talcum powder, a petrolatum-lanolin mixture, and a coconut oil-cocoa butter-beeswax mixture showed excellent long-lasting low friction. Moisturising the skin results in excessive friction, and the use of products that are aimed at 'moisturising without leaving a non-greasy feel' should be prevented. Most investigated dressings also demonstrate excellent performance.
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Affiliation(s)
- Marc A. Masen
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Aaron Chung
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Joanna U. Dawczyk
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Zach Dunning
- Department of Manufacturing Engineering, Coventry University, Coventry, United Kingdom
| | - Lydia Edwards
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Christopher Guyott
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Thomas A. G. Hall
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Rachel C. Januszewski
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Shaoli Jiang
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
- Wuhan University of Technology, Wuhan, China
| | - Rikeen D. Jobanputra
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | | | | | - Maria R. Lima
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | | | - Idris K. Mohammed
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Manoj Murali
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Filip P. Paszkiewicz
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Magdalena Plotczyk
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | - Catalin I. Pruncu
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Euan Rodgers
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Felix Russell
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Richard Silversides
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Jennifer C. Stoddart
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Zhengchu Tan
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - David Uribe
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Kian K. Yap
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
| | - Xue Zhou
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
- Southwest Jiaotong University, Chengdu, China
| | - Ravi Vaidyanathan
- Department of Mechanical Engineering, Imperial College London, London, United Kingdom
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