1
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Hadjiefstathiou E, Terescenco D, Loisel V, Picard C, Malhiac C, Savary G. An innovative device for in vivo and in vitro study of fragrance evaporation after application on skin or model surfaces. Talanta 2025; 281:126851. [PMID: 39265418 DOI: 10.1016/j.talanta.2024.126851] [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: 06/17/2024] [Revised: 08/22/2024] [Accepted: 09/07/2024] [Indexed: 09/14/2024]
Abstract
An original device has been developed to measure perfume release in the air above a surface. This device has proven its originality, effectiveness, and repeatability both in vitro on different types of model surfaces and in vivo directly on the skin of the forearm of volunteers. A perfume composed of eight fragrance molecules in ethanol was used to measure evaporation in the headspace with solid phase microextraction (SPME) and gas chromatography analysis. Temperature control, time effects, system dimensions, volume and seal integrity, and SPME optimizations were investigated for the measurement device and the analytical method setup. Finally, the system's effectiveness and modularity were demonstrated with evaporation studies carried out on four different surfaces: a chemically inert glass surface, the Strat-M® model, a perfume test strip, and the skin. This original device shows promising results in providing a better understanding of the evaporation phenomena of fragrance molecules and its link with the physicochemical properties of the skin.
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Affiliation(s)
- Elise Hadjiefstathiou
- Université Le Havre Normandie, Normandie Univ, URCOM, UR 3221, F-76600, Le Havre, France
| | - Daria Terescenco
- Université Le Havre Normandie, Normandie Univ, URCOM, UR 3221, F-76600, Le Havre, France
| | - Vincent Loisel
- Université Le Havre Normandie, Normandie Univ, URCOM, UR 3221, F-76600, Le Havre, France
| | - Céline Picard
- Université Le Havre Normandie, Normandie Univ, URCOM, UR 3221, F-76600, Le Havre, France
| | - Catherine Malhiac
- Université Le Havre Normandie, Normandie Univ, URCOM, UR 3221, F-76600, Le Havre, France
| | - Géraldine Savary
- Université Le Havre Normandie, Normandie Univ, URCOM, UR 3221, F-76600, Le Havre, France.
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2
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Goh A, Im SH, Bae JE, Choi Y, Jeon J, Im SH. Assessing residual fragrances on skin after body washing: Optimization of an analytical method using solid-phase microextraction coupled with gas chromatography-mass spectrometry. Int J Cosmet Sci 2024; 46:1004-1016. [PMID: 39054565 DOI: 10.1111/ics.13001] [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: 04/07/2024] [Revised: 06/12/2024] [Accepted: 06/21/2024] [Indexed: 07/27/2024]
Abstract
OBJECTIVE The aim of this study is to develop and optimize a method for evaluating the persistence of residual fragrance after body washing, addressing a significant requirement in the development of personal care products. The main objective is to establish a reliable, sensitive and reproducible analytical technique to assess fragrance longevity on skin post-use of body wash products. METHODS Headspace solid-phase microextraction (HS-SPME) coupled with gas chromatography-mass spectrometry (GC-MS) is used to analyse residual fragrances. We investigate the extraction efficiencies of various SPME fibres and compare different methods for sampling skin-emitted fragrances, including tape stripping and sealed glass funnels. A controlled body-washing procedure is implemented to standardize the cleansing process. RESULTS Our findings indicate that the relative standard deviation for measuring five distinct fragrances is within the range of 3%-14%, highlighting the precision of the method. A notable variance exists in the extraction efficiency of fragrances using different types of SPME fibres, with some exhibiting over a threefold difference. Furthermore, the glass funnel method for fragrance collection demonstrates an 11.7 times greater sensitivity to galaxolide than that of the tape-stripping method. Residual fragrances with base notes as the main components can be detected on the skin up to 24 h after body washing. CONCLUSION The optimized method for residual fragrance evaluation developed in this study offers a robust tool for analysing fragrance components persisting on the skin for up to 24 h post-wash. This advancement facilitates a deeper understanding of fragrance longevity in personal care products, enabling comparative analyses between different products.
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Affiliation(s)
- Areum Goh
- LG Household & Health Care (LG H&H), Seoul, Korea
| | - Song Hee Im
- LG Household & Health Care (LG H&H), Seoul, Korea
| | - Jung-Eun Bae
- LG Household & Health Care (LG H&H), Seoul, Korea
| | - Yunsik Choi
- LG Household & Health Care (LG H&H), Seoul, Korea
| | | | - Sung Hyun Im
- LG Household & Health Care (LG H&H), Seoul, Korea
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3
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Serb AF, Georgescu M, Onulov R, Novaconi CR, Sisu E, Bolocan A, Sandu RE. Mass-Spectrometry-Based Research of Cosmetic Ingredients. Molecules 2024; 29:1336. [PMID: 38542972 PMCID: PMC10974329 DOI: 10.3390/molecules29061336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/11/2024] [Accepted: 03/15/2024] [Indexed: 11/12/2024] Open
Abstract
Cosmetic products are chemical substances or mixtures used on the skin, hair, nails, teeth, and the mucous membranes of the oral cavity, whose use is intended to clean, protect, correct body odor, perfume, keep in good condition, or change appearance. The analysis of cosmetic ingredients is often challenging because of their huge complexity and their adulteration. Among various analytical tools, mass spectrometry (MS) has been largely used for compound detection, ingredient screening, quality control, detection of product authenticity, and health risk evaluation. This work is focused on the MS applications in detecting and quantification of some common cosmetic ingredients, i.e., preservatives, dyes, heavy metals, allergens, and bioconjugates in various matrices (leave-on or rinse-off cosmetic products). As a global view, MS-based analysis of bioconjugates is a narrow field, and LC- and GC/GC×GC-MS are widely used for the investigation of preservatives, dyes, and fragrances, while inductively coupled plasma (ICP)-MS is ideal for comprehensive analysis of heavy metals. Ambient ionization approaches and advanced separation methods (i.e., convergence chromatography (UPC2)) coupled to MS have been proven to be an excellent choice for the analysis of scented allergens. At the same time, the current paper explores the challenges of MS-based analysis for cosmetic safety studies.
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Affiliation(s)
- Alina Florina Serb
- Biochemistry Discipline, Biochemistry and Pharmacology Department, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Sq. No.2, 300041 Timisoara, Romania
| | - Marius Georgescu
- Physiology Discipline, Functional Sciences Department, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Sq. No.2, 300041 Timisoara, Romania
- Center of Immuno-Physiology and Biotechnologies (CIFBIOTEH), "Victor Babeș" University of Medicine and Pharmacy Timișoara, Eftimie Murgu Sq. No. 2, 300041 Timisoara, Romania
| | - Robert Onulov
- Faculty of Medicine, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Sq. No.2, 300041 Timisoara, Romania
| | - Cristina Ramona Novaconi
- Faculty of Medicine, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Sq. No.2, 300041 Timisoara, Romania
| | - Eugen Sisu
- Biochemistry Discipline, Biochemistry and Pharmacology Department, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Sq. No.2, 300041 Timisoara, Romania
| | - Alexandru Bolocan
- Physiology Discipline, Functional Sciences Department, Victor Babes University of Medicine and Pharmacy Timisoara, Eftimie Murgu Sq. No.2, 300041 Timisoara, Romania
| | - Raluca Elena Sandu
- Department of Neurology, University of Medicine and Pharmacy of Craiova, St. Petru Rares, No. 2-4, 200433 Craiova, Romania
- Department of Biochemistry, University of Medicine and Pharmacy of Craiova, St. Petru Rares, No. 2-4, 200433 Craiova, Romania
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4
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Finnegan M, Fitzgerald S, Duroux R, Attia J, Markey E, O’Connor D, Morrin A. Predicting Chronological Age via the Skin Volatile Profile. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:421-432. [PMID: 38326105 PMCID: PMC10921460 DOI: 10.1021/jasms.3c00315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/04/2024] [Accepted: 01/10/2024] [Indexed: 02/09/2024]
Abstract
Skin volatile emissions offer a noninvasive insight into metabolic activity within the body as well as the skin microbiome and specific volatile compounds have been shown to correlate with age, albeit only in a few small studies. Building on this, here skin volatiles were collected and analyzed in a healthy participant study (n = 60) using a robust headspace-solid phase microextraction (HS-SPME) gas chromatography-mass spectrometry (GC-MS) workflow. Following processing, 18 identified compounds were deemed suitable for this study. These were classified according to gender influences and their correlations with age were investigated. Finally, 6 volatiles (of both endogenous and exogenous origin) were identified as significantly changing in abundance with participant age (p < 0.1). The potential origins of these dysregulations are discussed. Multiple linear regression (MLR) analysis was employed to model age based on these significant volatiles as independent variables, along with gender. Our analysis shows that skin volatiles show a strong predictive ability for age (explained variance of 68%), stronger than other biochemical measures collected in this study (skin surface pH, water content) which are understood to vary with chronological age. Overall, this work provides new insights into the impact of aging on the skin volatile profiles which comprises both endogenously and exogenously derived volatile compounds. It goes toward demonstrating the biological significance of skin volatiles and will help pave the way for more rigorous consideration of the healthy "baseline" skin volatile profile in volatilomics-based health diagnostics development going forward.
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Affiliation(s)
- Melissa Finnegan
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - Shane Fitzgerald
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - Romain Duroux
- IFF-Lucas
Meyer Cosmetics, Toulouse, Cedex 1, 31036, France
| | - Joan Attia
- IFF-Lucas
Meyer Cosmetics, Toulouse, Cedex 1, 31036, France
| | - Emma Markey
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - David O’Connor
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - Aoife Morrin
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
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5
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Abu Bakar NH, Chiu HY, Urban PL. Mass Specthoscope: A Hand-held Extendable Probe for Localized Noninvasive Sampling of Skin Volatome for Online Analysis. Anal Chem 2023; 95:17143-17150. [PMID: 37935619 DOI: 10.1021/acs.analchem.3c04483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
Abstract
Human skin emits a unique set of volatile organic compounds (VOCs). These VOCs can be probed in order to obtain physiological information about the individuals. However, extracting the VOCs that emanate from human skin for analysis is troublesome and time-consuming. Therefore, we have developed "Mass Specthoscope"─a convenient tool for rapid sampling and detecting VOCs emitted by human skin. The hand-held probe with a pressurized tip and wireless button enables sampling VOCs from surfaces and their transfer to the atmospheric pressure chemical ionization source of quadrupole time-of-flight mass spectrometer. The system was characterized using chemical standards (acetone, benzaldehyde, sulcatone, α-pinene, and decanal). The limits of detection are in the range from 2.25 × 10-5 to 3.79 × 10-5 mol m-2. The system was initially tested by detecting VOCs emanating from porcine skin spiked with VOCs as well as unspiked fresh and spoiled ham. In the main test, the skin of nine healthy participants was probed with the Mass Specthoscope. The sampling regions included the armpit, forearm, and forehead. Numerous skin-related VOC signals were detected. In the final test, one participant ingested a fenugreek drink, and the participant's skin surface was probed using the Mass Specthoscope hourly during the 8 h period. The result revealed a gradual release of fenugreek-related VOCs from the skin. We believe that this analytical approach has the potential to be used in metabolomic studies and following further identification of disease biomarkers─also in noninvasive diagnostics.
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Affiliation(s)
- Noor Hidayat Abu Bakar
- Department of Chemistry, National Tsing Hua University, 101, Section 2, Kuang-Fu Rd., Hsinchu 300044, Taiwan
| | - Hsien-Yi Chiu
- Department of Medical Research, National Taiwan University Hospital Hsin-Chu Branch, 25 Jingguo Road, Hsinchu 300, Taiwan
- Department of Dermatology, National Taiwan University Hospital Hsin-Chu Branch, 25 Jingguo Road, Hsinchu 300, Taiwan
- Department of Dermatology, National Taiwan University Hospital, 7 Chung Shan S. Road, Taipei 100, Taiwan
- Department of Dermatology, College of Medicine, National Taiwan University, 1 Jen Ai Road, Taipei 100, Taiwan
| | - Pawel L Urban
- Department of Chemistry, National Tsing Hua University, 101, Section 2, Kuang-Fu Rd., Hsinchu 300044, Taiwan
- Frontier Research Center on Fundamental and Applied Sciences of Matters, National Tsing Hua University, 101, Section 2, Kuang-Fu Rd., Hsinchu 300044, Taiwan
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6
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Peters R, Veenstra R, Heutinck K, Baas A, Munniks S, Knotter J. Human scent characterization: A review. Forensic Sci Int 2023; 349:111743. [PMID: 37315480 DOI: 10.1016/j.forsciint.2023.111743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 05/16/2023] [Accepted: 05/31/2023] [Indexed: 06/16/2023]
Abstract
Human scent has long been cited as a probable parameter that can be exploited as a biometric measure. Identifying the scent of individual persons using specially trained canines is a well-known forensic method which is frequently used in criminal investigations. To date there has been limited research on the chemical components present in human scent and their usefulness in distinguishing between people. This review delivers insight into studies which have dealt with human scent in forensics. Sample collection methods, sample preparation, instrumental analysis, compounds identified in human scent and data analysis techniques are discussed. Methods for sample collection and preparation are presented, but to date, there is no available validated method. Instrumental methods are presented and from the overview it is clear that gas chromatography combined with mass spectrometry is the method of choice. New developments such as two-dimensional gas chromatography offer exiting possibilities to collect more information. Given the amount and complexity of data, data processing is used to extract the relevant information to discriminate people. Finally, sensors offer new opportunities for the characterization of human scent.
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Affiliation(s)
- Ruud Peters
- Saxion University of Applied Sciences, Research Group Technologies for Criminal Investigations, Handelskade 75, 7417 DH Deventer, the Netherlands.
| | - Rick Veenstra
- Saxion University of Applied Sciences, Research Group Technologies for Criminal Investigations, Handelskade 75, 7417 DH Deventer, the Netherlands
| | - Karin Heutinck
- Saxion University of Applied Sciences, Research Group Technologies for Criminal Investigations, Handelskade 75, 7417 DH Deventer, the Netherlands
| | - Albert Baas
- Saxion University of Applied Sciences, Research Group Technologies for Criminal Investigations, Handelskade 75, 7417 DH Deventer, the Netherlands
| | - Sandra Munniks
- Wageningen Food Safety Research, Wageningen University and Research, Akkermaalsbos 2, 6708 WB Wageningen, the Netherlands
| | - Jaap Knotter
- Saxion University of Applied Sciences, Research Group Technologies for Criminal Investigations, Handelskade 75, 7417 DH Deventer, the Netherlands; Dutch Police Academy, Arnhemseweg 348, 7334 AC Apeldoorn, the Netherlands
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7
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Hu B. Non-invasive Sampling of Human Body Fluids Using In Vivo SPME. EVOLUTION OF SOLID PHASE MICROEXTRACTION TECHNOLOGY 2023:451-465. [DOI: 10.1039/bk9781839167300-00451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
Noninvasive body fluids offer attractive sources to gain insights into human health. The in vivo solid-phase microextraction (SPME) technique is a fast and versatile sample preparation technique for the noninvasive sampling of human body fluids in various fields. This chapter summarizes the applications of SPME coupled with mass spectrometry (MS)-based approaches for noninvasive investigations of human body fluids, including urine, sweat, and saliva. New features of noninvasive SPME sampling and MS-based analysis are highlighted, and the prospects on their further development are also discussed.
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Affiliation(s)
- Bin Hu
- Institute of Mass Spectrometry and Atmospheric Environment Jinan University Guangzhou 510632 China
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8
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Haertl T, Owsienko D, Schwinn L, Hirsch C, Eskofier BM, Lang R, Wirtz S, Loos HM. Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study. Front Ecol Evol 2023. [DOI: 10.3389/fevo.2023.1107463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Unravelling the interplay between a human’s microbiome and physiology is a relevant task for understanding the principles underlying human health and disease. With regard to human chemical communication, it is of interest to elucidate the role of the microbiome in shaping or generating volatiles emitted from the human body. In this study, we characterized the microbiome and volatile organic compounds (VOCs) sampled from the neck and axilla of ten participants (five male, five female) on two sampling days, by applying different methodological approaches. Volatiles emitted from the respective skin site were collected for 20 min using textile sampling material and analyzed on two analytical columns with varying polarity of the stationary phase. Microbiome samples were analyzed by a culture approach coupled with MALDI-TOF-MS analysis and a 16S ribosomal RNA gene (16S RNA) sequencing approach. Statistical and advanced data analysis methods revealed that classification of body sites was possible by using VOC and microbiome data sets. Higher classification accuracy was achieved by combination of both data pools. Cutibacterium, Staphylococcus, Micrococcus, Streptococcus, Lawsonella, Anaerococcus, and Corynebacterium species were found to contribute to classification of the body sites by the microbiome. Alkanes, esters, ethers, ketones, aldehydes and cyclic structures were used by the classifier when VOC data were considered. The interdisciplinary methodological platform developed here will enable further investigations of skin microbiome and skin VOCs alterations in physiological and pathological conditions.
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9
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Frey T, Kwadha CA, Haag F, Pelletier J, Wallin EA, Holgersson E, Hedenström E, Bohman B, Bengtsson M, Becher PG, Krautwurst D, Witzgall P. The human odorant receptor OR10A6 is tuned to the pheromone of the commensal fruit fly Drosophila melanogaster. iScience 2022; 25:105269. [PMID: 36300000 PMCID: PMC9589189 DOI: 10.1016/j.isci.2022.105269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 04/10/2022] [Accepted: 09/29/2022] [Indexed: 12/03/2022] Open
Abstract
All living things speak chemistry. The challenge is to reveal the vocabulary, the odorants that enable communication across phylogenies and to translate them to physiological, behavioral, and ecological function. Olfactory receptors (ORs) interface animals with airborne odorants. Expression in heterologous cells makes it possible to interrogate single ORs and to identify cognate ligands. The cosmopolitan, anthropophilic strain of the vinegar fly Drosophila melanogaster depends on human resources and housing for survival. Curiously, humans sense the pheromone (Z)-4-undecenal (Z4-11Al) released by single fly females. A screening of all human ORs shows that the most highly expressed OR10A6 is tuned to Z4-11Al. Females of an ancestral African fly strain release a blend of Z4-11Al and Z4-9Al that produces a different aroma, which is how we distinguish these fly strains by nose. That flies and humans sense Z4-11Al via dedicated ORs shows how convergent evolution shapes communication channels between vertebrate and invertebrate animals. Humans sense the sex pheromone Z411-Al released by single Drosophila melanogaster females The most highly expressed human olfactory receptor OR10A6 is tuned to Z411-Al An African fly strain emits two aldehydes, which we distinguish from Z411-Al by nose Convergent evolution shapes chemical communication between phylogenies
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Affiliation(s)
- Tim Frey
- Leibniz-Institut für Lebensmittel-Systembiologie an der Technischen Universität München, Lise-Meitner Strasse 34, 85354 Freising, Germany
| | - Charles A. Kwadha
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Box 190, 234 22 Lomma, Sweden
| | - Franziska Haag
- Leibniz-Institut für Lebensmittel-Systembiologie an der Technischen Universität München, Lise-Meitner Strasse 34, 85354 Freising, Germany
| | - Julien Pelletier
- Leibniz-Institut für Lebensmittel-Systembiologie an der Technischen Universität München, Lise-Meitner Strasse 34, 85354 Freising, Germany
| | - Erika A. Wallin
- Department of Chemical Engineering, Mid Sweden University, Holmgatan 10, 85170 Sundsvall, Sweden
| | | | - Erik Hedenström
- Department of Chemical Engineering, Mid Sweden University, Holmgatan 10, 85170 Sundsvall, Sweden
| | - Björn Bohman
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Box 190, 234 22 Lomma, Sweden
| | - Marie Bengtsson
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Box 190, 234 22 Lomma, Sweden
| | - Paul G. Becher
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Box 190, 234 22 Lomma, Sweden
| | - Dietmar Krautwurst
- Leibniz-Institut für Lebensmittel-Systembiologie an der Technischen Universität München, Lise-Meitner Strasse 34, 85354 Freising, Germany
| | - Peter Witzgall
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Box 190, 234 22 Lomma, Sweden,Corresponding author
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10
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Costa Queiroz ME, Donizeti de Souza I, Gustavo de Oliveira I, Grecco CF. In vivo solid phase microextraction for bioanalysis. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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11
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Fu W, Xu L, Yu Q, Fang J, Zhao G, Li Y, Pan C, Dong H, Wang D, Ren H, Guo Y, Liu Q, Liu J, Chen X. Artificial Intelligent Olfactory System for the Diagnosis of Parkinson's Disease. ACS OMEGA 2022; 7:4001-4010. [PMID: 35155895 PMCID: PMC8829950 DOI: 10.1021/acsomega.1c05060] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/11/2022] [Indexed: 06/01/2023]
Abstract
Background: Currently, Parkinson's disease (PD) diagnosis is mainly based on medical history and physical examination, and there is no objective and consistent basis. By the time of diagnosis, the disease would have progressed to the middle and late stages. Pilot studies have shown that a unique smell was present in the skin sebum of PD patients. This increases the possibility of a noninvasive diagnosis of PD using an odor profile. Methods: Fast gas chromatography (GC) combined with a surface acoustic wave sensor with embedded machine learning (ML) algorithms was proposed to establish an artificial intelligent olfactory (AIO) system for the diagnosis of Parkinson's through smell. Sebum samples of 43 PD patients and 44 healthy controls (HCs) from Fourth Affiliated Hospital of Zhejiang University School of Medicine, China, were smelled by the AIO system. Univariate and multivariate methods were used to identify the significant volatile organic compound (VOC) features in the chromatograms. ML algorithms, including support vector machine, random forest (RF), k nearest neighbor (KNN), AdaBoost (AB), and Naive Bayes (NB), were used to distinguish PD patients from HC based on the VOC peaks in the chromatograms of sebum samples. Results: VOC peaks with average retention times of 5.7, 6.0, and 10.6 s, respectively, corresponding to octanal, hexyl acetate, and perillic aldehyde, were significantly different in PD and HC. The accuracy of the classification based on the significant features was 70.8%. Based on the odor profile, the classification had the highest accuracy and F1 of the five models with 0.855 from NB and 0.846 from AB, respectively, in the process of model establishing. The highest specificity and sensitivity of the five classifiers were 91.6% from NB and 91.7% from RF and KNN, respectively, in the evaluating set. Conclusions: The proposed AIO system can be used to diagnose PD through the odor profile of sebum. Using the AIO system is helpful for the screening and diagnosis of PD and is conducive to further tracking and frequent monitoring of the PD treatment process.
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Affiliation(s)
- Wei Fu
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Linxin Xu
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Qiwen Yu
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Jiajia Fang
- Department
of Neurology, the Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu City, Zhejiang Province 322000, P. R. China
| | - Guohua Zhao
- Department
of Neurology, the Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu City, Zhejiang Province 322000, P. R. China
| | - Yi Li
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Chenying Pan
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Hao Dong
- Research
Center for Intelligent Sensing, Zhejiang
Lab, Hangzhou 311100, China
| | - Di Wang
- Research
Center for Intelligent Sensing, Zhejiang
Lab, Hangzhou 311100, China
| | - Haiyan Ren
- Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Yi Guo
- Tianjin
University of Traditional Chinese Medicine, Tianjin 301617, China
| | - Qingjun Liu
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Jun Liu
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
| | - Xing Chen
- Department
of Biomedical Engineering, Key Laboratory of Biomedical Engineering
of Ministry of Education of China, Zhejiang
University, Hangzhou, Zhejiang 310027, China
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12
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Yu M, Roszkowska A, Pawliszyn J. In Vivo Solid-Phase Microextraction and Applications in Environmental Sciences. ACS ENVIRONMENTAL AU 2022; 2:30-41. [PMID: 37101756 PMCID: PMC10114724 DOI: 10.1021/acsenvironau.1c00024] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Solid-phase microextraction (SPME) is a well-established sample-preparation technique for environmental studies. The application of SPME has extended from the headspace extraction of volatile compounds to the capture of active components in living organisms via the direct immersion of SPME probes into the tissue (in vivo SPME). The development of biocompatible coatings and the availability of different calibration approaches enable the in vivo sampling of exogenous and endogenous compounds from the living plants and animals without the need for tissue collection. In addition, new geometries such as thin-film coatings, needle-trap devices, recession needles, coated tips, and blades have increased the sensitivity and robustness of in vivo sampling. In this paper, we detail the fundamentals of in vivo SPME, including the various extraction modes, coating geometries, calibration methods, and data analysis methods that are commonly employed. We also discuss recent applications of in vivo SPME in environmental studies and in the analysis of pollutants in plant and animal tissues, as well as in human saliva, breath, and skin analysis. As we show, in vivo SPME has tremendous potential for the targeted and untargeted screening of small molecules in living organisms for environmental monitoring applications.
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Affiliation(s)
- Miao Yu
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Anna Roszkowska
- Department of Pharmaceutical Chemistry, Medical University of Gdansk, Gdansk 80-416, Poland
| | - Janusz Pawliszyn
- Department of Chemistry, University of Waterloo, Waterloo, ON N2L 3G1, Canada
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Cho YT, Su H, Wu CY, Huang TL, Jeng J, Huang MZ, Wu DC, Shiea J. Molecular Mapping of Sebaceous Squalene by Ambient Mass Spectrometry. Anal Chem 2021; 93:16608-16617. [PMID: 34860507 DOI: 10.1021/acs.analchem.1c03983] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Squalene (SQ), a highly unsaturated sebaceous lipid, plays an important role in protecting human skin. To better understand the role of SQ in clinical medicine, an efficient analytical approach is needed to comprehensively study the distribution of SQ on different parts of the skin. In this study, sebaceous lipids were collected from different epidermal areas of a volunteer with sampling probes. Thermal desorption-electrospray ionization/mass spectrometry (TD-ESI/MS) was then used to characterize the lipid species on the probes, and each TD-ESI/MS analysis was completed within a few seconds without any sample pretreatment. The molecular mapping of epidermal squalene on whole-body skin was rendered by scaling the peak area of the extracted ion current (EIC) of SQ based on a temperature color gradient, where colors were assigned to the 1357 sampling locations on a 3D map of the volunteer. The image showed a higher SQ distribution on the face than any other area of the body, indicating the role of SQ in protecting facial skin. The results were in agreement with previous studies using SQ as a marker to explore sebaceous activity. The novelty and significance of this work are concluded as two points: (1) direct and rapid detection of all major classes of sebaceous lipids, including the unsaturated hydrocarbons (SQ) and nonpolar lipids (e.g., cholesterol). The results are unique compared to other conventional and ambient ionization mass spectrometry methods and (2) this is the first study to analyze SQ distribution on the whole-body skin by a high-throughput approach.
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Affiliation(s)
- Yi-Tzu Cho
- Department of Cosmetic Applications and Management, Yuh-Ing Junior College of Health Care & Management, No. 15, Lane 420, Dachang 2nd Road, Sanmin District, Kaohsiung 807634, Taiwan
| | - Hung Su
- Department of Chemistry, National Sun Yat-Sen University, No. 70, Lienhai Road, Gushan District, Kaohsiung 804201, Taiwan
| | - Ching-Ying Wu
- Department of Dermatology, College of Medicine, Kaohsiung Medical University, Kaohsiung 807378, Taiwan.,Department of Dermatology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung 801735, Taiwan.,Department of Cosmetic Science, Chang Gung University of Science and Technology, Taoyuan 333324, Taiwan
| | - Tiao-Lai Huang
- Department of Psychiatry, Chang Gung Memorial Hospital-Kaohsiung Medical Center and Chang Gung University College of Medicine, Kaohsiung 833401, Taiwan.,Genomic and Proteomic Core Laboratory, Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833401, Taiwan
| | - Jingyueh Jeng
- Department of Medicinal Chemistry, Chia Nan University of Pharmacy and Science, Tainan 717301, Taiwan
| | - Min-Zong Huang
- Department of Chemistry, National Sun Yat-Sen University, No. 70, Lienhai Road, Gushan District, Kaohsiung 804201, Taiwan
| | - Deng-Chyang Wu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807378, Taiwan.,Regenerative Medicine and Cell Therapy Research Center, Kaohsiung Medical University, Kaohsiung 807378, Taiwan.,Department of Medicine, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807378, Taiwan
| | - Jentaie Shiea
- Department of Chemistry, National Sun Yat-Sen University, No. 70, Lienhai Road, Gushan District, Kaohsiung 804201, Taiwan.,Research Center for Environmental Medicine, Kaohsiung Medical University, Kaohsiung 807378, Taiwan.,Department of Medicinal and Applied Chemistry, Kaohsiung Medical University, Kaohsiung 807378, Taiwan
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Hu B, Ouyang G. In situ solid phase microextraction sampling of analytes from living human objects for mass spectrometry analysis. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2021.116368] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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Godage NH, Olomukoro AA, Emmons RV, Gionfriddo E. In vivo analytical techniques facilitated by contemporary materials. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2021.116290] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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16
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Abstract
Biological surfaces such as skin and ocular surface provide a plethora of information about the underlying biological activity of living organisms. However, they pose unique problems arising from their innate complexity, constant exposure of the surface to the surrounding elements, and the general requirement of any sampling method to be as minimally invasive as possible. Therefore, it is challenging but also rewarding to develop novel analytical tools that are suitable for in vivo and in situ sampling from biological surfaces. In this context, wearable extraction devices including passive samplers, extractive patches, and different microextraction technologies come forward as versatile, low-invasive, fast, and reliable sampling and sample preparation tools that are applicable for in vivo and in situ sampling. This review aims to address recent developments in non-invasive in vivo and in situ sampling methods from biological surfaces that introduce new ways and improve upon existing ones. Directions for the development of future technology and potential areas of applications such as clinical, bioanalytical, and doping analyses will also be discussed. These advancements include various types of passive samplers, hydrogels, and polydimethylsiloxane (PDMS) patches/microarrays, and other wearable extraction devices used mainly in skin sampling, among other novel techniques developed for ocular surface and oral tissue/fluid sampling.
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17
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Duffy E, Morrin A. Endogenous and microbial volatile organic compounds in cutaneous health and disease. Trends Analyt Chem 2019. [DOI: 10.1016/j.trac.2018.12.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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