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Poirier AC, Melin AD. Smell throughout the life course. Evol Anthropol 2024:e22030. [PMID: 38704704 DOI: 10.1002/evan.22030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 04/12/2024] [Accepted: 04/18/2024] [Indexed: 05/07/2024]
Abstract
The sense of smell is an important mediator of health and sociality at all stages of life, yet it has received limited attention in our lineage. Olfaction starts in utero and participates in the establishment of social bonds in children, and of romantic and sexual relationships after puberty. Smell further plays a key role in food assessment and danger avoidance; in modern societies, it also guides our consumer behavior. Sensory abilities typically decrease with age and can be impacted by diseases, with repercussions on health and well-being. Here, we critically review our current understanding of human olfactory communication to refute outdated notions that our sense of smell is of low importance. We provide a summary of the biology of olfaction, give a prospective overview of the importance of the sense of smell throughout the life course, and conclude with an outline of the limitations and future directions in this field.
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Affiliation(s)
- Alice C Poirier
- Department of Anthropology and Archaeology, University of Calgary, Calgary, Alberta, Canada
| | - Amanda D Melin
- Department of Anthropology and Archaeology, University of Calgary, Calgary, Alberta, Canada
- Department of Medical Genetics, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
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2
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Brener S, Snitz K, Sobel N. An electronic nose can identify humans by the smell of their ear. Chem Senses 2024; 49:bjad053. [PMID: 38237638 PMCID: PMC10810274 DOI: 10.1093/chemse/bjad053] [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] [Received: 05/28/2023] [Indexed: 01/27/2024] Open
Abstract
Terrestrial mammals identify conspecifics by body odor. Dogs can also identify humans by body odor, and in some instances, humans can identify other humans by body odor as well. Despite the potential for a powerful biometric tool, smell has not been systematically used for this purpose. A question arising in the application of smell to biometrics is which bodily odor source should we measure. Breath is an obvious candidate, but the associated humidity can challenge many sensing devices. The armpit is also a candidate source, but it is often doused in cosmetics. Here, we test the hypothesis that the ear may provide an effective source for odor-based biometrics. The inside of the ear has relatively constant humidity, cosmetics are not typically applied inside the ear, and critically, ears contain cerumen, a potent source of volatiles. We used an electronic nose to identify 12 individuals within and across days, using samples from the armpit, lower back, and ear. In an identification setting where chance was 8.33% (1 of 12), we found that we could identify a person by the smell of their ear within a day at up to ~87% accuracy (~10 of 12, binomial P < 10-5), and across days at up to ~22% accuracy (~3 of 12, binomial P < 0.012). We conclude that humans can indeed be identified from the smell of their ear, but the results did not imply a consistent advantage over other bodily odor sources.
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Affiliation(s)
- Stephanie Brener
- The Azrieli National Center for Human Brain Imaging and Research, Weizmann Institute of Science, Rehovot 7610001, Israel
- The Department for Brain Sciences, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Kobi Snitz
- The Azrieli National Center for Human Brain Imaging and Research, Weizmann Institute of Science, Rehovot 7610001, Israel
- The Department for Brain Sciences, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Noam Sobel
- The Azrieli National Center for Human Brain Imaging and Research, Weizmann Institute of Science, Rehovot 7610001, Israel
- The Department for Brain Sciences, Weizmann Institute of Science, Rehovot 7610001, Israel
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3
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Di Cicco F, Evans RL, James AG, Weddell I, Chopra A, Smeets MAM. Intrinsic and extrinsic factors affecting axillary odor variation. A comprehensive review. Physiol Behav 2023; 270:114307. [PMID: 37516230 DOI: 10.1016/j.physbeh.2023.114307] [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: 04/26/2023] [Revised: 07/14/2023] [Accepted: 07/27/2023] [Indexed: 07/31/2023]
Abstract
Humans produce odorous secretions from multiple body sites according to the microbiomic profile of each area and the types of secretory glands present. Because the axilla is an active, odor-producing region that mediates social communication via the sense of smell, this article focuses on the biological mechanisms underlying the creation of axillary odor, as well as the intrinsic and extrinsic factors likely to impact the odor and determine individual differences. The list of intrinsic factors discussed includes sex, age, ethnicity, emotions, and personality, and extrinsic factors include dietary choices, diseases, climate, and hygienic habits. In addition, we also draw attention to gaps in our understanding of each factor, including, for example, topical areas such as the effect of climate on body odor variation. Fundamental challenges and emerging research opportunities are further outlined in the discussion. Finally, we suggest guidelines and best practices based on the factors reviewed herein for preparatory protocols of sweat collection, data analysis, and interpretation.
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Affiliation(s)
- Francesca Di Cicco
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, Utrecht, CS 3584, the Netherlands.
| | - Richard L Evans
- Unilever Research & Development, Port Sunlight Laboratory, Bebington, UK
| | - A Gordon James
- Unilever Research & Development, Colworth House, Sharnbrook, UK
| | - Iain Weddell
- Unilever Research & Development, Port Sunlight Laboratory, Bebington, UK
| | - Anita Chopra
- Unilever Research & Development, Port Sunlight Laboratory, Bebington, UK
| | - Monique A M Smeets
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, Utrecht, CS 3584, the Netherlands; Unilever Research & Development, Rotterdam, the Netherlands
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4
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Teerasumran P, Velliou E, Bai S, Cai Q. Deodorants and antiperspirants: New trends in their active agents and testing methods. Int J Cosmet Sci 2023; 45:426-443. [PMID: 36896776 PMCID: PMC10946881 DOI: 10.1111/ics.12852] [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] [Received: 01/27/2023] [Revised: 02/22/2023] [Accepted: 02/22/2023] [Indexed: 03/11/2023]
Abstract
Sweating is the human body's thermoregulation system but also results in unpleasant body odour which can diminish the self-confidence of people. There has been continued research in finding solutions to reduce both sweating and body odour. Sweating is a result of increased sweat flow and malodour results from certain bacteria and ecological factors such as eating habits. Research on deodorant development focuses on inhibiting the growth of malodour-forming bacteria using antimicrobial agents, whereas research on antiperspirant synthesis focuses on technologies reducing the sweat flow, which not only reduces body odour but also improves people's appearance. Antiperspirant's technology is based on the use of aluminium salts which can form a gel plug at sweat pores, obstructing the sweat fluid from arising onto the skin surface. In this paper, we perform a systematic review on the recent progress in the development of novel antiperspirant and deodorant active ingredients that are alcohol-free, paraben-free, and naturally derived. Several studies have been reported on the alternative class of actives that can potentially be used for antiperspirant and body odour treatment including deodorizing fabric, bacterial, and plant extracts. However, a significant challenge is to understand how the gel-plugs of antiperspirant actives are formed in sweat pores and how to deliver long-lasting antiperspirant and deodorant benefits.
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Affiliation(s)
- Paweenuch Teerasumran
- Department of Chemical and Process Engineering, Faculty of Engineering and Physical SciencesUniversity of SurreyGuildfordGU2 7XHUK
- Centre for 3D Models of Health and DiseaseUCL‐Division of Surgery and Interventional ScienceCharles Bell House, 43‐45 Foley Street, FitzroviaLondonW1W 7TYUK
- The State Key Laboratory of Biochemical Engineering, Institute of Process EngineeringChinese Academy of SciencesBeijing100190China
| | - Eirini Velliou
- Department of Chemical and Process Engineering, Faculty of Engineering and Physical SciencesUniversity of SurreyGuildfordGU2 7XHUK
- Centre for 3D Models of Health and DiseaseUCL‐Division of Surgery and Interventional ScienceCharles Bell House, 43‐45 Foley Street, FitzroviaLondonW1W 7TYUK
| | - Shuo Bai
- The State Key Laboratory of Biochemical Engineering, Institute of Process EngineeringChinese Academy of SciencesBeijing100190China
| | - Qiong Cai
- Department of Chemical and Process Engineering, Faculty of Engineering and Physical SciencesUniversity of SurreyGuildfordGU2 7XHUK
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5
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de Groot JHB, Haertl T, Loos HM, Bachmann C, Kontouli A, Smeets MAM. Unraveling the universality of chemical fear communication: evidence from behavioral, genetic, and chemical analyses. Chem Senses 2023; 48:bjad046. [PMID: 37944028 PMCID: PMC10718800 DOI: 10.1093/chemse/bjad046] [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] [Received: 08/25/2023] [Indexed: 11/12/2023] Open
Abstract
Abundant evidence indicates that humans can communicate threat-related information to conspecifics through their body odors. However, prior research has been primarily conducted on Western (WEIRD) samples. In this study, we aimed to investigate whether threat-related information can be transmitted by individuals of East Asian descent who carry a single-nucleotide polymorphism (SNP) 538G → A in the ABCC11 gene, which significantly reduces (noticeable) body odor. To examine this, we recruited 18 self-identified male East Asian AA-homozygotes and 18 self-identified male Western individuals who were carriers of the functional G-allele. We collected samples of their fear-related and neutral body odors. Subsequently, we conducted a double-blind behavioral experiment in which we presented these samples to 69 self-identified female participants of Western Caucasian and East Asian backgrounds. The participants were asked to rate faces that were morphed between expressions of fear and disgust. Notably, despite the "odorless" phenotypical expression of the ABCC11-mutation in East Asians, their fear odor caused a perceptual fear bias in both East Asian and Caucasian receivers. This finding leaves open the possibility of universal fear chemosignaling. Additionally, we conducted exploratory chemical analysis to gain initial insights into the chemical composition of the body odors presented. In a subsequent pre-registered behavioral study (N = 33), we found that exposure to hexadecanoic acid, an abundant compound in the fear and neutral body odor samples, was sufficient to reproduce the observed behavioral effects. While exploratory, these findings provide insight into how specific chemical components can drive chemical fear communication.
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Affiliation(s)
- Jasper H B de Groot
- Behavioural Science Institute, Radboud University, Nijmegen, 6525 XZ, the Netherlands
| | - Tobias Haertl
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, 91054, Germany
| | - Helene M Loos
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, 91054, Germany
- Department of Chemistry and Pharmacy, Fraunhofer Institute for Process Engineering and Packaging, Freising 85354, Germany
| | - Christin Bachmann
- Department of Social, Health, & Organizational Psychology, Utrecht University, Utrecht, 3584 CS, the Netherlands
| | - Athanasia Kontouli
- Department of Social, Health, & Organizational Psychology, Utrecht University, Utrecht, 3584 CS, the Netherlands
| | - Monique A M Smeets
- Department of Social, Health, & Organizational Psychology, Utrecht University, Utrecht, 3584 CS, the Netherlands
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6
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Paganelli A, Righi V, Tarentini E, Magnoni C. Current Knowledge in Skin Metabolomics: Updates from Literature Review. Int J Mol Sci 2022; 23:ijms23158776. [PMID: 35955911 PMCID: PMC9369191 DOI: 10.3390/ijms23158776] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/26/2022] [Accepted: 08/05/2022] [Indexed: 11/19/2022] Open
Abstract
Metabolomic profiling is an emerging field consisting of the measurement of metabolites in a biological system. Since metabolites can vary in relation to different stimuli, specific metabolic patterns can be closely related to a pathological process. In the dermatological setting, skin metabolomics can provide useful biomarkers for the diagnosis, prognosis, and therapy of cutaneous disorders. The main goal of the present review is to present a comprehensive overview of the published studies in skin metabolomics. A search for journal articles focused on skin metabolomics was conducted on the MEDLINE, EMBASE, Cochrane, and Scopus electronic databases. Only research articles with electronically available English full text were taken into consideration. Studies specifically focused on cutaneous microbiomes were also excluded from the present search. A total of 97 papers matched all the research criteria and were therefore considered for the present work. Most of the publications were focused on inflammatory dermatoses and immune-mediated cutaneous disorders. Skin oncology also turned out to be a relevant field in metabolomic research. Only a few papers were focused on infectious diseases and rarer genetic disorders. All the major metabolomic alterations published so far in the dermatological setting are described extensively in this review.
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Affiliation(s)
- Alessia Paganelli
- Clinical and Experimental Medicine Ph.D. Program, University of Modena and Reggio Emilia, 41124 Modena, Italy
- Regenerative and Oncological Dermatological Surgery Unit, Modena University Hospital, 41124 Modena, Italy
- Correspondence: ; Tel.: +39-059-4222347
| | - Valeria Righi
- Department for Life Quality Studies, University of Bologna, 47921 Rimini, Italy
| | - Elisabetta Tarentini
- Servizio Formazione, Ricerca e Innovazione, Modena University Hospital, 41124 Modena, Italy
| | - Cristina Magnoni
- Regenerative and Oncological Dermatological Surgery Unit, Modena University Hospital, 41124 Modena, Italy
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Ogai K, Nana BC, Lloyd YM, Arios JP, Jiyarom B, Awanakam H, Esemu LF, Hori A, Matsuoka A, Nainu F, Megnekou R, Leke RGF, Ekali GL, Okamoto S, Kuraishi T. Skin microbiome profile of healthy Cameroonians and Japanese. Sci Rep 2022; 12:1364. [PMID: 35079063 PMCID: PMC8789912 DOI: 10.1038/s41598-022-05244-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 01/10/2022] [Indexed: 12/20/2022] Open
Abstract
The commensal microbes of the skin have a significant impact on dermal physiology and pathophysiology. Racial and geographical differences in the skin microbiome are suggested and may play a role in the sensitivity to dermatological disorders, including infectious diseases. However, little is known about the skin microbiome profiles of people living in Central Africa, where severe tropical infectious diseases impose a burden on the inhabitants. This study provided the skin profiles of healthy Cameroonians in different body sites and compared them to healthy Japanese participants. The skin microbiome of Cameroonians was distinguishable from that of Japanese in all skin sites examined in this study. For example, Micrococcus was predominantly found in skin samples of Cameroonians but mostly absent in Japanese skin samples. Instead, the relative abundance of Cutibacterium species was significantly higher in healthy Japanese. Principal coordinate analysis of beta diversity showed that the skin microbiome of Cameroonians formed different clusters from Japanese, suggesting a substantial difference in the microbiome profiles between participants of both countries. In addition, the alpha diversity in skin microbes was higher in Cameroonians than Japanese participants. These data may offer insights into the determinant factors responsible for the distinctness of the skin microbiome of people living in Central Africa and Asia.
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Affiliation(s)
- Kazuhiro Ogai
- AI Hospital/Macro Signal Dynamics Research and Development Center (ai@ku), Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Benderli Christine Nana
- Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
- Department of Animal Biology and Physiology of the Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
| | - Yukie Michelle Lloyd
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Hawaii, USA
| | - John Paul Arios
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Hawaii, USA
| | - Boonyanudh Jiyarom
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Hawaii, USA
| | - Honore Awanakam
- Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
| | - Livo Forgu Esemu
- Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
- Institute of Medical Research and Medicinal Plant Studies, Ministry of Scientific Research and Innovation, Yaoundé, Cameroon
| | - Aki Hori
- Laboratory of Host Defense and Responses, Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan
| | - Ayaka Matsuoka
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Firzan Nainu
- Laboratory of Host Defense and Responses, Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan
- Department of Pharmacy, Faculty of Pharmacy, Hasanuddin University, Makassar, Indonesia
| | - Rosette Megnekou
- Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
- Department of Animal Biology and Physiology of the Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
| | - Rose Gana Fomban Leke
- Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
- Institute of Medical Research and Medicinal Plant Studies, Ministry of Scientific Research and Innovation, Yaoundé, Cameroon
| | | | - Shigefumi Okamoto
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan.
- Advanced Health Care Science Research Unit, Institute for Frontier Science Initiative, Kanazawa University, 5-11-80 Kodatsuno, Kanazawa, Ishikawa, 920-0942, Japan.
| | - Takayuki Kuraishi
- Laboratory of Host Defense and Responses, Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan.
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Association of HLA-DPB1, NLRP10, OVOL1, and ABCC11 with the axillary microbiome in a Japanese population. J Dermatol Sci 2022; 105:98-104. [DOI: 10.1016/j.jdermsci.2022.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 12/15/2021] [Accepted: 01/05/2022] [Indexed: 11/17/2022]
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9
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Skin bacterial volatiles: propelling the future of vector control. Trends Parasitol 2021; 38:15-22. [PMID: 34548253 DOI: 10.1016/j.pt.2021.08.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 08/27/2021] [Accepted: 08/27/2021] [Indexed: 12/27/2022]
Abstract
The skin microbiota plays an essential role in the protection against pathogens. It is our skin microbiota that makes us smell different from each other, rendering us more or less attractive to mosquitoes. Mosquitoes exploit skin bacterial odours to locate their hosts and are vectors of pathogens that can cause severe diseases such as malaria and dengue fever. A novel solution for long-lasting protection against insect vectors of disease could be attained by manipulating the bacterial commensals on human skin. The current options for protection against biting insects usually require topical application of repellents that evaporate within hours. We discuss possible routes for the use of commensal bacteria to create a microbial-based repellent.
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Boxberger M, Cenizo V, Cassir N, La Scola B. Challenges in exploring and manipulating the human skin microbiome. MICROBIOME 2021; 9:125. [PMID: 34053468 PMCID: PMC8166136 DOI: 10.1186/s40168-021-01062-5] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 03/25/2021] [Indexed: 05/08/2023]
Abstract
The skin is the exterior interface of the human body with the environment. Despite its harsh physical landscape, the skin is colonized by diverse commensal microbes. In this review, we discuss recent insights into skin microbial populations, including their composition and role in health and disease and their modulation by intrinsic and extrinsic factors, with a focus on the pathobiological basis of skin aging. We also describe the most recent tools for investigating the skin microbiota composition and microbe-skin relationships and perspectives regarding the challenges of skin microbiome manipulation. Video abstract.
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Affiliation(s)
- Manon Boxberger
- IRD, AP-HM, MEPHI, Aix Marseille Université, Marseille, France
- IHU-Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13385 Marseille Cedex 05, France
| | - Valérie Cenizo
- Groupe L’Occitane, R&D Department, Zone Industrielle Saint Maurice, 4100 Manosque, Alpes-de Haute-Provence France
| | - Nadim Cassir
- IRD, AP-HM, MEPHI, Aix Marseille Université, Marseille, France
- IHU-Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13385 Marseille Cedex 05, France
| | - Bernard La Scola
- IRD, AP-HM, MEPHI, Aix Marseille Université, Marseille, France
- IHU-Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13385 Marseille Cedex 05, France
- IRD, AP-HM, SSA, VITROME, Aix Marseille Université, Marseille, France
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11
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Ellwanger JH, Cardoso JDC, Chies JAB. Variability in human attractiveness to mosquitoes. CURRENT RESEARCH IN PARASITOLOGY & VECTOR-BORNE DISEASES 2021; 1:100058. [PMID: 35284885 PMCID: PMC8906108 DOI: 10.1016/j.crpvbd.2021.100058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 10/20/2021] [Accepted: 10/27/2021] [Indexed: 12/21/2022]
Abstract
Blood-feeding mosquitoes locate humans spatially by detecting a combination of human-derived chemical signals, including carbon dioxide, lactic acid, and other volatile organic compounds. Mosquitoes use these signals to differentiate humans from other animals. Spatial abiotic factors (e.g. humidity, heat) are also used by mosquitoes to find a host. Mosquitoes cause discomfort and harm to humans, being vectors of many pathogens. However, not all humans suffer from mosquito bites with the same frequency or intensity. Some individuals are more attractive to mosquitoes than others, and this has an important impact on the risk of infection by pathogens transmitted by these vectors, such as arboviruses and malaria parasites. Variability in human attractiveness to mosquitoes is partially due to individual characteristics in the composition and intensity in the release of mosquito attractants. The factors that determine these particularities are diverse, modestly understood and still quite controversial. Thus, this review discusses the role of pregnancy, infection with malaria parasites (Plasmodium spp.), skin microbiota, diet, and genetics in human attractiveness to mosquitoes. In brief, pregnancy and Plasmodium infection increase the host attractiveness to mosquitoes. Skin microbiota and human genetics (especially HLA alleles) modulate the production of mosquito attractants and therefore influence individual susceptibility to these insects. There is evidence pointing to a role of diet on human susceptibility to mosquitoes, with some dietary components having a bigger influence than others. In the last part of the review, other factors affecting human-mosquito interactions are debated, with a special focus on the role of mosquito genetics, pathogens and environmental factors (e.g. wind, environmental disturbances). This work highlights that individual susceptibility to mosquitoes is composed of interactions of different human-associated components, environmental factors, and mosquito characteristics. Understanding the importance of these factors, and how they interact with each other, is essential for the development of better mosquito control strategies and studies focused on infectious disease dynamics. Individual human attractiveness to mosquitoes is highly variable. Mosquito attractants released into the air vary from person to person. Variation in attractiveness to mosquitoes alters the risk of mosquito-borne infections. Pregnancy, malaria infection, skin microbiota and genetic factors alter the release of mosquito attractants. Environment and mosquito-related factors affect human–mosquito interactions.
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Affiliation(s)
- Joel Henrique Ellwanger
- Laboratório de Imunobiologia e Imunogenética, Programa de Pós-Graduação em Genética e Biologia Molecular - PPGBM, Departamento de Genética, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Rio Grande do Sul, Brazil
- Corresponding author.
| | - Jáder da Cruz Cardoso
- Divisão de Vigilância Ambiental em Saúde, Centro Estadual de Vigilância em Saúde, Secretaria da Saúde do Estado do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - José Artur Bogo Chies
- Laboratório de Imunobiologia e Imunogenética, Programa de Pós-Graduação em Genética e Biologia Molecular - PPGBM, Departamento de Genética, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Rio Grande do Sul, Brazil
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12
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Biological and Chemical Processes that Lead to Textile Malodour Development. Microorganisms 2020; 8:microorganisms8111709. [PMID: 33142874 PMCID: PMC7692034 DOI: 10.3390/microorganisms8111709] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/15/2020] [Accepted: 10/30/2020] [Indexed: 01/16/2023] Open
Abstract
The development of malodour on clothing is a well-known problem with social, economic and ecological consequences. Many people still think malodour is the result of a lack of hygiene, which causes social stigma and embarrassment. Clothing is washed more frequently due to odour formation or even discarded when permastink develops. The malodour formation process is impacted by many variables and processes throughout the textile lifecycle. The contact with the skin with consequent transfer of microorganisms, volatiles and odour precursors leads to the formation of a distinctive textile microbiome and volatilome. The washing and drying processes further shape the textile microbiome and impact malodour formation. These processes are impacted by interindividual differences and fabric type as well. This review describes the current knowledge on the volatilome and microbiome of the skin, textile and washing machine, the multiple factors that determine malodour formation on textiles and points out what information is still missing.
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13
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Natsch A, Emter R. The specific biochemistry of human axilla odour formation viewed in an evolutionary context. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190269. [PMID: 32306870 PMCID: PMC7209930 DOI: 10.1098/rstb.2019.0269] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Human body odour is dominated by the scent of specific odourants emanating from specialized glands in the axillary region. These specific odourants are produced by an intricate interplay between biochemical pathways in the host and odour-releasing enzymes present in commensal microorganisms of the axillary microbiome. Key biochemical steps for the release of highly odouriferous carboxylic acids and sulfur compounds have been elucidated over the past 15 years. Based on the profound molecular understanding and specific analytical methods developed, evolutionary questions could be asked for the first time with small population studies: (i) a genetic basis for body odour could be shown with a twin study, (ii) no effect of genes in the human leukocyte antigen complex on the pattern of odourant carboxylic acid was found, and (iii) loss of odour precursor secretion by a mutation in the ABCC11 gene could explain why a large fraction of the population in the Far East lack body odour formation. This review summarizes what is currently known at the molecular level on the biochemistry of the formation of key odourants in the human axilla. At the same time, we present for the first time the crystal structure of the Nα-acyl-aminoacylase, a key human odour-releasing enzyme, thus describing at the molecular level how bacteria on the skin surface have adapted their enzyme to the specific substrates secreted by the human host. This article is part of the Theo Murphy meeting issue 'Olfactory communication in humans'.
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Affiliation(s)
- Andreas Natsch
- Givaudan Schweiz AG, Kemptpark 50, CH-8310 Kemptthal, Switzerland
| | - Roger Emter
- Givaudan Schweiz AG, Kemptpark 50, CH-8310 Kemptthal, Switzerland
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14
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Smeets MA, Rosing EA, Jacobs DM, van Velzen E, Koek JH, Blonk C, Gortemaker I, Eidhof MB, Markovitch B, de Groot J, Semin GR. Chemical Fingerprints of Emotional Body Odor. Metabolites 2020; 10:E84. [PMID: 32121157 PMCID: PMC7142800 DOI: 10.3390/metabo10030084] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Revised: 02/22/2020] [Accepted: 02/24/2020] [Indexed: 01/10/2023] Open
Abstract
Chemical communication is common among animals. In humans, the chemical basis of social communication has remained a black box, despite psychological and neural research showing distinctive physiological, behavioral, and neural consequences of body odors emitted during emotional states like fear and happiness. We used a multidisciplinary approach to examine whether molecular cues could be associated with an emotional state in the emitter. Our research revealed that the volatile molecules transmitting different emotions to perceivers also have objectively different chemical properties. Chemical analysis of underarm sweat collected from the same donors in fearful, happy, and emotionally neutral states was conducted using untargeted two-dimensional (GC×GC) coupled with time of flight (ToF) MS-based profiling. Based on the multivariate statistical analyses, we find that the pattern of chemical volatiles (N = 1655 peaks) associated with fearful state is clearly different from that associated with (pleasant) neutral state. Happy sweat is also significantly different from the other states, chemically, but shows a bipolar pattern of overlap with fearful as well as neutral state. Candidate chemical classes associated with emotional and neutral sweat have been identified, specifically, linear aldehydes, ketones, esters, and cyclic molecules (5 rings). This research constitutes a first step toward identifying the chemical fingerprints of emotion.
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Affiliation(s)
- Monique A.M. Smeets
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands; (M.B.E.); (B.M.); (J.d.G.); (G.R.S.)
| | - Egge A.E. Rosing
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
| | - Doris M. Jacobs
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
| | - Ewoud van Velzen
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
| | - Jean H. Koek
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
| | - Cor Blonk
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
| | - Ilse Gortemaker
- Unilever R&D Vlaardingen, Olivier van Noortlaan 120, 3133 AT Vlaardingen, The Netherlands; (E.A.E.R.); (D.M.J.); (E.v.V.); (J.H.K.); (C.B.); (I.G.)
| | - Marloes B. Eidhof
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands; (M.B.E.); (B.M.); (J.d.G.); (G.R.S.)
| | - Benyamin Markovitch
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands; (M.B.E.); (B.M.); (J.d.G.); (G.R.S.)
| | - Jasper de Groot
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands; (M.B.E.); (B.M.); (J.d.G.); (G.R.S.)
| | - Gün R. Semin
- Faculty of Social and Behavioural Sciences, Utrecht University, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands; (M.B.E.); (B.M.); (J.d.G.); (G.R.S.)
- William James Center for Research, ISPA-Instituto Universitário, 1149-041 Lisboa, Portugal
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15
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de Groot JHB, van Houtum LAEM, Gortemaker I, Ye Y, Chen W, Zhou W, Smeets MAM. Beyond the west: Chemosignaling of emotions transcends ethno-cultural boundaries. Psychoneuroendocrinology 2018; 98:177-185. [PMID: 30193224 DOI: 10.1016/j.psyneuen.2018.08.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 07/09/2018] [Accepted: 08/01/2018] [Indexed: 02/07/2023]
Abstract
Accumulating evidence has pointed to a human capacity to communicate emotions to others via sweat. So far, these studies have relied exclusively on Western Caucasian samples. Our aim was to test whether the chemosensory communication of emotions extended beyond ethno-cultural boundaries, from Western Caucasians (N = 48) to East Asians (N = 48). To test this, we used well-validated materials and procedures, a double-blind design, a pre-registered analysis plan, and a combination of facial electromyography (EMG) and continuous flash suppression techniques to measure unconscious emotions. Our results show that East Asian (and Western Caucasian) female receivers exposed to the sweat (body odor) of fearful, happy, and neutral Western Caucasian male senders emulate these respective states based on body odors, outside of awareness. More specifically, East Asian (and Western Caucasian) receivers demonstrated significantly different patterns of facial muscle activity when being exposed to fear odor, happy odor, and neutral odor. Furthermore, fear odor decreased the suppression time of all faces on an interocular suppression task (IST), indicating subconscious vigilance, whereas happy odor increased the detection speed of happy faces. These combined findings suggest that the ability to perceive emotional signals from body odor may be a universal phenomenon.
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Affiliation(s)
- Jasper H B de Groot
- Department of Social, Health, & Organizational Psychology, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, the Netherlands; Department of Neurology, University of Pennsylvania, 3930 Chestnut Street, 19104, Philadelphia, Pennsylvania, USA.
| | - Lisanne A E M van Houtum
- Department of Social, Health, & Organizational Psychology, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, the Netherlands; Department of Clinical Psychology, Leiden University, Wassenaarseweg 52, 2333 AK, Leiden, the Netherlands
| | - Ilse Gortemaker
- Unilever R&D, Olivier van Noortlaan 120, 3133 AT, Vlaardingen, the Netherlands
| | - Yuting Ye
- Institute of Psychology, Key Laboratory of Behavioral Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Beijing 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wei Chen
- Institute of Psychology, Key Laboratory of Behavioral Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Beijing 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wen Zhou
- Institute of Psychology, Key Laboratory of Behavioral Science, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Beijing 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Monique A M Smeets
- Department of Social, Health, & Organizational Psychology, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, the Netherlands; Unilever R&D, Olivier van Noortlaan 120, 3133 AT, Vlaardingen, the Netherlands
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16
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Lam TH, Verzotto D, Brahma P, Ng AHQ, Hu P, Schnell D, Tiesman J, Kong R, Ton TMU, Li J, Ong M, Lu Y, Swaile D, Liu P, Liu J, Nagarajan N. Understanding the microbial basis of body odor in pre-pubescent children and teenagers. MICROBIOME 2018; 6:213. [PMID: 30497517 PMCID: PMC6267001 DOI: 10.1186/s40168-018-0588-z] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Accepted: 11/02/2018] [Indexed: 05/09/2023]
Abstract
BACKGROUND Even though human sweat is odorless, bacterial growth and decomposition of specific odor precursors in it is believed to give rise to body odor in humans. While mechanisms of odor generation have been widely studied in adults, little is known for teenagers and pre-pubescent children who have distinct sweat composition from immature apocrine and sebaceous glands, but are arguably more susceptible to the social and psychological impact of malodor. RESULTS We integrated information from whole microbiome analysis of multiple skin sites (underarm, neck, and head) and multiple time points (1 h and 8 h after bath), analyzing 180 samples in total to perform the largest metagenome-wide association study to date on malodor. Significant positive correlations were observed between odor intensity and the relative abundance of Staphylococcus hominis, Staphylococcus epidermidis, and Cutibacterium avidum, as well as negative correlation with Acinetobacter schindleri and Cutibacterium species. Metabolic pathway analysis highlighted the association of isovaleric and acetic acid production (sour odor) from enriched S. epidermidis (teen underarm) and S. hominis (child neck) enzymes and sulfur production from Staphylococcus species (teen underarm) with odor intensity, in good agreement with observed odor characteristics in pre-pubescent children and teenagers. Experiments with cultures on human and artificial sweat confirmed the ability of S. hominis and S. epidermidis to independently produce malodor with distinct odor characteristics. CONCLUSIONS These results showcase the power of skin metagenomics to study host-microbial co-metabolic interactions, identifying distinct pathways for odor generation from sweat in pre-pubescent children and teenagers and highlighting key enzymatic targets for intervention.
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Affiliation(s)
- Tze Hau Lam
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Davide Verzotto
- Computational and Systems Biology, Genome Institute of Singapore, Singapore, 138672 Singapore
| | - Purbita Brahma
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Amanda Hui Qi Ng
- Computational and Systems Biology, Genome Institute of Singapore, Singapore, 138672 Singapore
| | - Ping Hu
- Procter & Gamble Mason Business Center, Mason, OH 45040 USA
| | - Dan Schnell
- Procter & Gamble Mason Business Center, Mason, OH 45040 USA
| | - Jay Tiesman
- Procter & Gamble Mason Business Center, Mason, OH 45040 USA
| | - Rong Kong
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Thi My Uyen Ton
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Jianjun Li
- Procter & Gamble Sharon Woods Innovation Center, Sharonville, OH 45241 USA
| | - May Ong
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Yang Lu
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - David Swaile
- Procter & Gamble Sharon Woods Innovation Center, Sharonville, OH 45241 USA
| | - Ping Liu
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Jiquan Liu
- Procter & Gamble Singapore Innovation Center, Singapore, 138547 Singapore
| | - Niranjan Nagarajan
- Computational and Systems Biology, Genome Institute of Singapore, Singapore, 138672 Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228 Singapore
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17
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van Zyl LJ, Abrahams Y, Stander EA, Kirby-McCollough B, Jourdain R, Clavaud C, Breton L, Trindade M. Novel phages of healthy skin metaviromes from South Africa. Sci Rep 2018; 8:12265. [PMID: 30115980 PMCID: PMC6095929 DOI: 10.1038/s41598-018-30705-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 07/27/2018] [Indexed: 12/15/2022] Open
Abstract
Recent skin metagenomic studies have investigated the harbored viral diversity and its possible influence on healthy skin microbial populations, and tried to establish global patterns of skin-phage evolution. However, the detail associated with the phages that potentially play a role in skin health has not been investigated. While skin metagenome and -metavirome studies have indicated that the skin virome is highly site specific and shows marked interpersonal variation, they have not assessed the presence/absence of individual phages. Here, we took a semi-culture independent approach (metaviromic) to better understand the composition of phage communities on skin from South African study participants. Our data set adds over 130 new phage species of the skin to existing databases. We demonstrated that identical phages were present on different individuals and in different body sites, and we conducted a detailed analysis of the structural organization of these phages. We further found that a bacteriophage related to the Staphylococcus capitis phage Stb20 may be a common skin commensal virus potentially regulating its host and its activities on the skin.
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Affiliation(s)
- Leonardo Joaquim van Zyl
- Institute for Microbial Biotechnology and Metagenomics (IMBM), University of the Western Cape, Robert Sobukwe Road, Bellville, Cape Town, South Africa.
| | - Yoonus Abrahams
- Institute for Microbial Biotechnology and Metagenomics (IMBM), University of the Western Cape, Robert Sobukwe Road, Bellville, Cape Town, South Africa
| | - Emily Amor Stander
- Institute for Microbial Biotechnology and Metagenomics (IMBM), University of the Western Cape, Robert Sobukwe Road, Bellville, Cape Town, South Africa
| | - Bronwyn Kirby-McCollough
- Institute for Microbial Biotechnology and Metagenomics (IMBM), University of the Western Cape, Robert Sobukwe Road, Bellville, Cape Town, South Africa
| | - Roland Jourdain
- L'Oréal Research and Innovation, 1 Avenue Eugène Schueller, 93600, Aulnay sous Bois, France
| | - Cécile Clavaud
- L'Oréal Research and Innovation, 1 Avenue Eugène Schueller, 93600, Aulnay sous Bois, France
| | - Lionel Breton
- L'Oréal Research and Innovation, 1 Avenue Eugène Schueller, 93600, Aulnay sous Bois, France
| | - Marla Trindade
- Institute for Microbial Biotechnology and Metagenomics (IMBM), University of the Western Cape, Robert Sobukwe Road, Bellville, Cape Town, South Africa
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18
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Minhas GS, Bawdon D, Herman R, Rudden M, Stone AP, James AG, Thomas GH, Newstead S. Structural basis of malodour precursor transport in the human axilla. eLife 2018; 7:e34995. [PMID: 29966586 PMCID: PMC6059767 DOI: 10.7554/elife.34995] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 06/23/2018] [Indexed: 01/10/2023] Open
Abstract
Mammals produce volatile odours that convey different types of societal information. In Homo sapiens, this is now recognised as body odour, a key chemical component of which is the sulphurous thioalcohol, 3-methyl-3-sulfanylhexan-1-ol (3M3SH). Volatile 3M3SH is produced in the underarm as a result of specific microbial activity, which act on the odourless dipeptide-containing malodour precursor molecule, S-Cys-Gly-3M3SH, secreted in the axilla (underarm) during colonisation. The mechanism by which these bacteria recognise S-Cys-Gly-3M3SH and produce body odour is still poorly understood. Here we report the structural and biochemical basis of bacterial transport of S-Cys-Gly-3M3SH by Staphylococcus hominis, which is converted to the sulphurous thioalcohol component 3M3SH in the bacterial cytoplasm, before being released into the environment. Knowledge of the molecular basis of precursor transport, essential for body odour formation, provides a novel opportunity to design specific inhibitors of malodour production in humans.
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Affiliation(s)
- Gurdeep S Minhas
- Department of BiochemistryUniversity of OxfordOxfordUnited Kingdom
| | - Daniel Bawdon
- Department of BiologyUniversity of YorkYorkUnited Kingdom
| | - Reyme Herman
- Department of BiologyUniversity of YorkYorkUnited Kingdom
| | | | - Andrew P Stone
- Department of BiologyUniversity of YorkYorkUnited Kingdom
| | | | - Gavin H Thomas
- Department of BiologyUniversity of YorkYorkUnited Kingdom
| | - Simon Newstead
- Department of BiochemistryUniversity of OxfordOxfordUnited Kingdom
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19
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Ren Y, Liu W, Chen J, Wang J, Wang K, Zhou J, Cai S, Zheng M, Liu J, Liu L, Xue D. A missense variant of the ABCC11 gene is associated with Axillary Osmidrosis susceptibility and clinical phenotypes in the Chinese Han Population. Sci Rep 2017; 7:46335. [PMID: 28485377 PMCID: PMC5423033 DOI: 10.1038/srep46335] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Accepted: 03/15/2017] [Indexed: 11/30/2022] Open
Abstract
Axillary osmidrosis (AO) is a common condition characterized by an offensive odor arising from apocrine gland secretions in the axillae that socially and psychologically impairs affected individuals. The exact aetiology of AO is still not fully understood, but genetic factors have been suggested to play an important role. Recently, a single nucleotide polymorphism (SNP) rs17822931 in the ABCC11 gene located on human chromosome 16q12.1 has been shown to be associated with AO. In this study, we genotyped rs17822931 in two independent samples of Chinese Hans including 93 AO individuals vs 95 controls and 81 AO individuals vs 106 controls by using SNaPshot Multiplex Kit. We confirmed the association for ABCC11 gene, showing that rs17822931-G was significantly associated with increased risk for AO (Pcombined = 1.42E-21, OR = 83.94, 95% CI = 83.03–84.85). We also found rs17822931 was associated with subphenotypes of AO. AO individuals carrying the risk allele G are more likely to show wet earwax (P = 2.40E-05), higher frequency of family history (P = 1.04E-02) and early age of onset (P = 3.81E-02). Our study concluded that the association of rs17822931 in the ABCC11 gene with AO was replicated in Chinese Han population.
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Affiliation(s)
- Yunqing Ren
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Wenting Liu
- Human Genetics, Genome Institute of Singapore, Singapore
| | - Jisu Chen
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jianyou Wang
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Ke Wang
- Department of Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jiong Zhou
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Suiqing Cai
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Min Zheng
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jianjun Liu
- Human Genetics, Genome Institute of Singapore, Singapore
| | - Lunfei Liu
- Department of Dermatology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.,Department of Dermatology, Fourth Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Dan Xue
- Department of Plastic Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
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20
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The application of skin metabolomics in the context of transdermal drug delivery. Pharmacol Rep 2017; 69:252-259. [DOI: 10.1016/j.pharep.2016.10.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 09/17/2016] [Accepted: 10/12/2016] [Indexed: 01/09/2023]
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21
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Loos HM, Doucet S, Védrines F, Sharapa C, Soussignan R, Durand K, Sagot P, Buettner A, Schaal B. Responses of Human Neonates to Highly Diluted Odorants from Sweat. J Chem Ecol 2017; 43:106-117. [PMID: 28062945 DOI: 10.1007/s10886-016-0804-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 10/16/2016] [Accepted: 12/15/2016] [Indexed: 11/24/2022]
Abstract
Conjugated forms of odorants contributing to sweat odor occur not only in human sweat but also in amniotic fluid, colostrum, and milk. However, it is unclear whether the released odorants are detected and hedonically discriminated by human newborns. To investigate this issue, we administered highly diluted solutions of (R)/(S)-3-methyl-3-sulfanylhexan-1-ol (MSH), (R)/(S)-3-sulfanylhexan-1-ol (SH), (E)/(Z)-3-methylhex-2-enoic acid (3M2H), and (R)/(S)-3-hydroxy-3-methylhexanoic acid (HMHA) to 3-d-old infants while their respiratory rate and oro-facial movements were recorded. Adult sensitivity to these odorants was assessed via triangle tests. Whereas no neonatal stimulus-specific response was found for respiratory rate, oro-facial reactivity indicated orthonasal detection of MSH and SH by male neonates, and of HMHA by the whole group of neonates. Dependent on the dilution of odorants, newborns evinced neutral responses or longer negative oro-facial expressions compared with the reference stimuli. Finally, newborns appeared to be more sensitive to the target odorants than did adults.
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Affiliation(s)
- Helene M Loos
- Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS-Université de Bourgogne, 9E bd Jeanne d'Arc, 21000, Dijon, France. .,Department of Chemistry and Pharmacy, Emil Fischer Center, Friedrich-Alexander Universität Erlangen-Nürnberg, Henkestraße 9, 91054, Erlangen, Germany. .,Department of Sensory Analytics, Fraunhofer Institute for Process Engineering and Packaging IVV, Giggenhauser Straße 35, 85354, Freising, Germany.
| | - Sébastien Doucet
- Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS-Université de Bourgogne, 9E bd Jeanne d'Arc, 21000, Dijon, France.,Department of Chemistry and Pharmacy, Emil Fischer Center, Friedrich-Alexander Universität Erlangen-Nürnberg, Henkestraße 9, 91054, Erlangen, Germany
| | - Fanny Védrines
- Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS-Université de Bourgogne, 9E bd Jeanne d'Arc, 21000, Dijon, France
| | - Constanze Sharapa
- Department of Sensory Analytics, Fraunhofer Institute for Process Engineering and Packaging IVV, Giggenhauser Straße 35, 85354, Freising, Germany
| | - Robert Soussignan
- Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS-Université de Bourgogne, 9E bd Jeanne d'Arc, 21000, Dijon, France
| | - Karine Durand
- Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS-Université de Bourgogne, 9E bd Jeanne d'Arc, 21000, Dijon, France
| | - Paul Sagot
- Department of Gynecology, Obstetrics and Reproductive Biology, University Hospital Dijon, 1 bd Jeanne d'Arc, 21079, Dijon, France
| | - Andrea Buettner
- Department of Chemistry and Pharmacy, Emil Fischer Center, Friedrich-Alexander Universität Erlangen-Nürnberg, Henkestraße 9, 91054, Erlangen, Germany.,Department of Sensory Analytics, Fraunhofer Institute for Process Engineering and Packaging IVV, Giggenhauser Straße 35, 85354, Freising, Germany
| | - Benoist Schaal
- Developmental Ethology and Cognitive Psychology Group, Centre des Sciences du Goût et de l'Alimentation, CNRS-Université de Bourgogne, 9E bd Jeanne d'Arc, 21000, Dijon, France
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22
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Araviiskaia ER, Sokolovskiy EV. Microbiome: a new era in normal and pathological changes skin studies. VESTNIK DERMATOLOGII I VENEROLOGII 2016. [DOI: 10.25208/0042-4609-2016-92-3-102-109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
Abstract
The paper contains review of studies on microbiota and cutaneous microbiome using modern techniques of methagenomic analysis. The existing data on microflora of normal skin and among the patients with acne, seborrhoeic dermatitis, rosacea atopic dermatitis are consequently analyzed. The interaction between microbiome and innate/adaptive immunity is presented The perspectives of knowledge on microbiome both in dermatology and cosmetology are pointed out.
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23
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Perez Perez GI, Gao Z, Jourdain R, Ramirez J, Gany F, Clavaud C, Demaude J, Breton L, Blaser MJ. Body Site Is a More Determinant Factor than Human Population Diversity in the Healthy Skin Microbiome. PLoS One 2016; 11:e0151990. [PMID: 27088867 PMCID: PMC4835103 DOI: 10.1371/journal.pone.0151990] [Citation(s) in RCA: 97] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 03/07/2016] [Indexed: 02/01/2023] Open
Abstract
We studied skin microbiota present in three skin sites (forearm, axilla, scalp) in men from six ethnic groups living in New York City. Methods. Samples were obtained at baseline and after four days following use of neutral soap and stopping regular hygiene products, including shampoos and deodorants. DNA was extracted using the MoBio Power Lyzer kit and 16S rRNA gene sequences determined on the IIlumina MiSeq platform, using QIIME for analysis. Results. Our analysis confirmed skin swabbing as a useful method for sampling different areas of the skin because DNA concentrations and number of sequences obtained across subject libraries were similar. We confirmed that skin location was the main factor determining the composition of bacterial communities. Alpha diversity, expressed as number of species observed, was greater in arm than on scalp or axilla in all studied groups. We observed an unexpected increase in α-diversity on arm, with similar tendency on scalp, in the South Asian group after subjects stopped using their regular shampoos and deodorants. Significant differences at phylum and genus levels were observed between subjects of the different ethnic origins at all skin sites. Conclusions. We conclude that ethnicity and particular soap and shampoo practices are secondary factors compared to the ecological zone of the human body in determining cutaneous microbiota composition.
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Affiliation(s)
- Guillermo I. Perez Perez
- Department of Medicine, New York University Langone Medical Center, New York, NY, United States of America
- * E-mail:
| | - Zhan Gao
- Department of Medicine, New York University Langone Medical Center, New York, NY, United States of America
| | | | - Julia Ramirez
- Memorial Sloan Kettering Cancer Center, New York, NY, United States of America
| | - Francesca Gany
- Memorial Sloan Kettering Cancer Center, New York, NY, United States of America
| | - Cecile Clavaud
- L’Oreal Research and Innovation, Aulnay-sous-Bois, France
| | - Julien Demaude
- L’Oreal Research and Innovation, Clark, NJ, United States of America
| | - Lionel Breton
- L’Oreal Research and Innovation, Aulnay-sous-Bois, France
| | - Martin J. Blaser
- Department of Medicine, New York University Langone Medical Center, New York, NY, United States of America
- New York Harbor Department of Veterans Affairs Medical Center, New York, NY, United States of America
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Diagnosis of Human Axillary Osmidrosis by Genotyping of the Human ABCC11 Gene: Clinical Practice and Basic Scientific Evidence. BIOMED RESEARCH INTERNATIONAL 2016; 2016:7670483. [PMID: 27057547 PMCID: PMC4781944 DOI: 10.1155/2016/7670483] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2015] [Revised: 01/25/2016] [Accepted: 01/28/2016] [Indexed: 01/09/2023]
Abstract
The importance of personalized medicine and healthcare is becoming increasingly recognized. Genetic polymorphisms associated with potential risks of various human genetic diseases as well as drug-induced adverse reactions have recently been well studied, and their underlying molecular mechanisms are being uncovered by functional genomics as well as genome-wide association studies. Knowledge of certain genetic polymorphisms is clinically important for our understanding of interindividual differences in drug response and/or disease risk. As such evidence accumulates, new clinical applications and practices are needed. In this context, the development of new technologies for simple, fast, accurate, and cost-effective genotyping is imperative. Here, we describe a simple isothermal genotyping method capable of detecting single nucleotide polymorphisms (SNPs) in the human ATP-binding cassette (ABC) transporter ABCC11 gene and its application to the clinical diagnosis of axillary osmidrosis. We have recently reported that axillary osmidrosis is linked with one SNP 538G>A in the ABCC11 gene. Our molecular biological and biochemical studies have revealed that this SNP greatly affects the protein expression level and the function of ABCC11. In this review, we highlight the clinical relevance and importance of this diagnostic strategy in axillary osmidrosis therapy.
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Urban J, Fergus DJ, Savage AM, Ehlers M, Menninger HL, Dunn RR, Horvath JE. The effect of habitual and experimental antiperspirant and deodorant product use on the armpit microbiome. PeerJ 2016; 4:e1605. [PMID: 26855863 PMCID: PMC4741080 DOI: 10.7717/peerj.1605] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 12/27/2015] [Indexed: 12/19/2022] Open
Abstract
An ever expanding body of research investigates the human microbiome in general and the skin microbiome in particular. Microbiomes vary greatly from individual to individual. Understanding the factors that account for this variation, however, has proven challenging, with many studies able to account statistically for just a small proportion of the inter-individual variation in the abundance, species richness or composition of bacteria. The human armpit has long been noted to host a high biomass bacterial community, and recent studies have highlighted substantial inter-individual variation in armpit bacteria, even relative to variation among individuals for other body habitats. One obvious potential explanation for this variation has to do with the use of personal hygiene products, particularly deodorants and antiperspirants. Here we experimentally manipulate product use to examine the abundance, species richness, and composition of bacterial communities that recolonize the armpits of people with different product use habits. In doing so, we find that when deodorant and antiperspirant use were stopped, culturable bacterial density increased and approached that found on individuals who regularly do not use any product. In addition, when antiperspirants were subsequently applied, bacterial density dramatically declined. These culture-based results are in line with sequence-based comparisons of the effects of long-term product use on bacterial species richness and composition. Sequence-based analyses suggested that individuals who habitually use antiperspirant tended to have a greater richness of bacterial OTUs in their armpits than those who use deodorant. In addition, individuals who used antiperspirants or deodorants long-term, but who stopped using product for two or more days as part of this study, had armpit communities dominated by Staphylococcaceae, whereas those of individuals in our study who habitually used no products were dominated by Corynebacterium. Collectively these results suggest a strong effect of product use on the bacterial composition of armpits. Although stopping the use of deodorant and antiperspirant similarly favors presence of Staphylococcaceae over Corynebacterium, their differential modes of action exert strikingly different effects on the richness of other bacteria living in armpit communities.
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Affiliation(s)
- Julie Urban
- North Carolina Museum of Natural Sciences , Raleigh, NC , USA
| | - Daniel J Fergus
- North Carolina Museum of Natural Sciences , Raleigh, NC , USA
| | - Amy M Savage
- Department of Biology & Center for Computational & Integrative Biology, Rutgers, The State University of New Jersey-Camden , Camden, NJ , USA
| | - Megan Ehlers
- North Carolina Museum of Natural Sciences, Raleigh, NC, USA; Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
| | - Holly L Menninger
- Department of Biological Sciences, North Carolina State University , Raleigh, NC , USA
| | - Robert R Dunn
- Department of Applied Ecology and Keck Center for Behavioral Biology, North Carolina State University, Raleigh, NC, USA; Center for Macroecology, Evolution and Climate, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
| | - Julie E Horvath
- North Carolina Museum of Natural Sciences, Raleigh, NC, USA; Department of Biological and Biomedical Sciences, North Carolina Central University, Durham, NC, USA; Department of Evolutionary Anthropology, Duke University, Durham, NC, USA
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Prokop-Prigge KA, Greene K, Varallo L, Wysocki CJ, Preti G. The Effect of Ethnicity on Human Axillary Odorant Production. J Chem Ecol 2016; 42:33-9. [PMID: 26634572 PMCID: PMC4724538 DOI: 10.1007/s10886-015-0657-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Revised: 11/17/2015] [Accepted: 11/20/2015] [Indexed: 11/29/2022]
Abstract
Previous findings from our laboratory highlighted marked ethnic differences in volatile organic compounds (VOCs) from cerumen among individuals of Caucasian, East Asian, and African-American descent, based, in part, on genetic differences in a gene that codes for a transport protein, which is a member of the ATP-binding cassette transporter, sub-family C, member 11 (ABCC11). In the current work, we hypothesized that axillary odorants produced by East Asians would differ markedly from those obtained from individuals of European or African descent based on the pattern of ethnic diversity that exists in ABCC11. Using gas chromatography/mass spectrometry (GC/MS) we examined differences in axillary odorant VOCs among 30 individuals of African-American, Caucasian, and East Asian descent with respect to their ABCC11 genotype. While no qualitative differences in the type of axillary odorants were observed across ethnic groups, we found that characteristic axillary odorants varied quantitatively with respect to ethnic origin. We propose that ABCC11 is not solely responsible for predicting the relative amounts of volatiles found in axillary secretions and that other biochemical pathways must be involved.
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Affiliation(s)
| | - Kathryn Greene
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
| | - Lauren Varallo
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
| | - Charles J Wysocki
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
- School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - George Preti
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
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Prokop-Prigge KA, Mansfield CJ, Parker MR, Thaler E, Grice EA, Wysocki CJ, Preti G. Ethnic/racial and genetic influences on cerumen odorant profiles. J Chem Ecol 2014; 41:67-74. [PMID: 25501636 DOI: 10.1007/s10886-014-0533-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Revised: 11/03/2014] [Accepted: 11/13/2014] [Indexed: 12/26/2022]
Abstract
This report describes the volatile organic compounds (VOCs) associated with human cerumen (earwax) and the effects of ethnicity/race and variation on the ATP-binding cassette, sub-family C, member 11 gene (ABCC11). A single nucleotide polymorphism (SNP) in ABCC11 affects the cerumen VOC profiles of individuals from African, Caucasian, and Asian descent. Employing gas chromatography/mass spectrometry (GC/MS) we have identified the nature and relative abundance of cerumen VOCs from 32 male donors. Our results show that cerumen contains a complex mixture of VOCs and that the amounts of these compounds vary across individuals as well as across ethnic/racial groups. In six of the seven compounds whose detected concentrations were found to be statistically different across groups, individuals of African descent (AfD) > Caucasian descent (CaD) > Asians descent (AsD). Our findings also reveal that ABCC11 genotype alone does not predict the type and relative levels of volatiles found in human cerumen, and suggest that other biochemical pathways must be involved. Examination of the composition and diversity of external auditory canal microbiota in a small subset of our subject population revealed that the ear microbiota may not be directly correlated with either ethnic group membership or ABCC11 genotype.
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28
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Stevens D, Cornmell R, Taylor D, Grimshaw SG, Riazanskaia S, Arnold DS, Fernstad SJ, Smith AM, Heaney LM, Reynolds JC, Thomas CLP, Harker M. Spatial variations in the microbial community structure and diversity of the human foot is associated with the production of odorous volatiles. FEMS Microbiol Ecol 2014; 91:1-11. [DOI: 10.1093/femsec/fiu018] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
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29
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Grice EA. The skin microbiome: potential for novel diagnostic and therapeutic approaches to cutaneous disease. SEMINARS IN CUTANEOUS MEDICINE AND SURGERY 2014; 33:98-103. [PMID: 25085669 DOI: 10.12788/j.sder.0087] [Citation(s) in RCA: 117] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A vast diversity of microorganisms, including bacteria, fungi, viruses, and arthropods, colonize the human skin. Culture-independent genomic approaches for identifying and characterizing microbial communities have provided glimpses into the topographical, temporal, and interpersonal complexity that defines the skin microbiome. Identification of changes associated with cutaneous disease, including acne, atopic dermatitis, rosacea, and psoriasis, are being established. In this review, our current knowledge of the skin microbiome in health and disease is discussed, with particular attention to potential opportunities to leverage the skin microbiome as a diagnostic, prognostic, and/or therapeutic tool.
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Affiliation(s)
- Elizabeth A Grice
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA.
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30
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Stewart JCM. Tomatoes cause under-arm odour. Med Hypotheses 2014; 82:518-21. [PMID: 24576684 DOI: 10.1016/j.mehy.2014.02.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 01/30/2014] [Accepted: 02/01/2014] [Indexed: 11/16/2022]
Abstract
Under arm odour [axillary odour AO, bromidrosis] is a deeply unpleasant problem that can affect a person's self confidence and esteem and reduce social interaction. It is generally managed by good hygiene along with antiperspirants and deodorants, but the axillary apocrine glands may need surgical removal in severe cases of odour. The odour comes from microbial conversion of the apocrine secretions into short chain fatty acids like isovaleric acid and volatile sulphur compounds like 3-sulphanylhexan-1-ol. These can be detected at a few parts per billion to parts per trillion by the human nose so an unhygienic state is soon apparent. Recently genetics have been found to play an important role too as people with the AA variant of the ATP-binding cassette (ABC) transporter gene, ABCC11, do not secrete preodour substrates for bacterial conversion, while those with GA or GG variants do. Hygiene and genetics, are an incomplete explanation though, because the longitudinal ALSPAC study found that there is a mismatch between patients' secretory status, as determined by genetics, and their use of deodorants. This suggests that other metabolic pathways or compounds contribute to the odour. In this paper I propose that under arm odour is commonly caused by terpenes excreted via the axillary apocrine glands. I also show that these come from terpene and carotenoid-rich dietary sources including lycopene, tomatoes, orange peel and the glandular trichomes of tomato plants. These observations suggest that the axillary apocrine glands are a prominent excretory route for terpenes. Considering the quantities eaten, tomatoes are likely to be the main source of dietary terpenes, and under arm odour in turn. This study also shows that lycopene is probably metabolised by β-carotene 9 10 monooxygenase which cleaves β-carotene eccentrically at the 9 10 or 9'10' position of the chain. Direct evidence of lycopene metabolism by β-carotene 9 10 monooxygenase has hitherto been lacking. The study of terpene and carotenoid metabolism can be greatly advanced by analysing the content of axillary gland excretions.
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Affiliation(s)
- J C M Stewart
- 14 Marshallstown Rd, Downpatrick, Co Down, N Ireland BT30 8AH, UK.
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Martin HJ, Reynolds JC, Riazanskaia S, Thomas CLP. High throughput volatile fatty acid skin metabolite profiling by thermal desorption secondary electrospray ionisation mass spectrometry. Analyst 2014; 139:4279-86. [DOI: 10.1039/c4an00134f] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Global VOC skin metabolite profiling. Thermal desorption secondary electrospray ionisation time-of-flight mass spectrometry classifies skin odour phenotypes by targeted volatile fatty analysis. Examination of the mass spectra reveals the potential for global metabolic studies.
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Affiliation(s)
- Helen J. Martin
- Centre for Analytical Science
- Department of Chemistry
- Loughborough University
- Loughborough, UK
| | - James C. Reynolds
- Centre for Analytical Science
- Department of Chemistry
- Loughborough University
- Loughborough, UK
| | | | - C. L. Paul Thomas
- Centre for Analytical Science
- Department of Chemistry
- Loughborough University
- Loughborough, UK
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