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Golden GJ, Ramirez EA, Stevens HN, Bourbois J, Grove DM, Bowen RA, DeLiberto TJ, Kimball BA. Biodetection of an odor signature in white-tailed deer associated with infection by chronic wasting disease prions. PLoS One 2024; 19:e0303225. [PMID: 39110705 PMCID: PMC11305559 DOI: 10.1371/journal.pone.0303225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 06/24/2024] [Indexed: 08/10/2024] Open
Abstract
Chronic wasting disease (CWD) has become a major concern among those involved in managing wild and captive cervid populations. CWD is a fatal, highly transmissible spongiform encephalopathy caused by an abnormally folded protein, called a prion. Prions are present in a number of tissues, including feces and urine in CWD infected animals, suggesting multiple modes of transmission, including animal-to-animal, environmental, and by fomite. CWD management is complicated by the lack of practical, non-invasive, live-animal screening tests. Recently, there has been a focus on how the volatile odors of feces and urine can be used to discriminate between infected and noninfected animals in several different species. Such a tool may prove useful in identifying potentially infected live animals, carcasses, urine, feces, and contaminated environments. Toward this goal, dogs were trained to detect and discriminate CWD infected individuals from non-infected deer in a laboratory setting. Dogs were tested with novel panels of fecal samples demonstrating the dogs' ability to generalize a learned odor profile to novel odor samples based on infection status. Additionally, dogs were transitioned from alerting to fecal samples to an odor profile that consisted of CWD infection status with a different odor background using different sections of gastrointestinal tracts. These results indicated that canine biodetectors can discriminate the specific odors emitted from the feces of non-infected versus CWD infected white-tailed deer as well as generalizing the learned response to other tissues collected from infected individuals. These findings suggest that the health status of wild and farmed cervids can be evaluated non-invasively for CWD infection via monitoring of volatile metabolites thereby providing an effective tool for rapid CWD surveillance.
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Affiliation(s)
- Glen J. Golden
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
| | - Elizabeth A. Ramirez
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
| | - Hayley N. Stevens
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
| | - Jennifer Bourbois
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
| | - Daniel M. Grove
- School of Natural Resources, University of Tennessee, Knoxville, Tennessee, United States of America
| | - Richard A. Bowen
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
| | | | - Bruce A. Kimball
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, United States of America
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Gordon AR, Lundström JN, Kimball BA, Karshikoff B, Sorjonen K, Axelsson J, Lekander M, Olsson MJ. Human scent as a first-line defense against disease. Sci Rep 2023; 13:16709. [PMID: 37794120 PMCID: PMC10550911 DOI: 10.1038/s41598-023-43145-3] [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: 08/22/2023] [Accepted: 09/20/2023] [Indexed: 10/06/2023] Open
Abstract
Individuals may have a different body odor, when they are sick compared to healthy. In the non-human animal literature, olfactory cues have been shown to predict avoidance of sick individuals. We tested whether the mere experimental activation of the innate immune system in healthy human individuals can make an individuals' body odor be perceived as more aversive (intense, unpleasant, and disgusting). Following an endotoxin injection (lipopolysaccharide; 0.6 ng/kg) that creates a transient systemic inflammation, individuals smelled more unpleasant compared to a placebo group (saline injection). Behavioral and chemical analyses of the body odor samples suggest that the volatile components of samples from "sick" individuals changed qualitatively rather than quantitatively. Our findings support the hypothesis that odor cues of inflammation in axillary sweat are detectable just a few hours after experimental activation of the innate immune system. As such, they may trigger behavioral avoidance, hence constituting a first line of defense against pathogens of infected conspecifics.
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Affiliation(s)
- Amy R Gordon
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden
| | - Johan N Lundström
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden
- Monell Chemical Senses Center, Philadelphia, PA, 19104, USA
- Lukt och smakmottagningen, Karolinska University Hospital, 141 86, Stockholm, Sweden
- Stockholm University Brain Imaging Centre, Stockholm University, 106 54, Stockholm, Sweden
| | | | - Bianka Karshikoff
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden
- Department of Social Studies, University of Stavanger, 4021, Stavanger, Norway
| | - Kimmo Sorjonen
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden
| | - John Axelsson
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden
- Stress Research Institute, Department of Psychology, Stockholm University, 106 54, Stockholm, Sweden
| | - Mats Lekander
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden
- Stress Research Institute, Department of Psychology, Stockholm University, 106 54, Stockholm, Sweden
| | - Mats J Olsson
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Nobels Väg 9, 171 77, Stockholm, Sweden.
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Kochevalina MY, Bukharina AB, Trunov VG, Pento AV, Morozova OV, Kogun' GA, Simanovsky YO, Nikiforov SM, Rodionova EI. Changes in the urine volatile metabolome throughout growth of transplanted hepatocarcinoma. Sci Rep 2022; 12:7774. [PMID: 35546342 PMCID: PMC9095867 DOI: 10.1038/s41598-022-11818-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 04/27/2022] [Indexed: 11/26/2022] Open
Abstract
Trained detection dogs distinguish between urine samples from healthy organisms and organisms with malignant tumors, suggesting that the volatile urine metabolome contains information about tumor progression. The aim of this study was to determine whether the stage of tumor growth affects the chemical differences in the urine of mice and to what extent the "olfactory image of disease" perceived by dogs coincides with the "image of disease" recorded by the mass spectrometer. We used a novel laser ionization mass spectrometry method and propose a mass spectrometric analysis without detailed interpretation of the spectrum of volatile metabolomes in urine. The mass spectrometer we use works without sample preparation and registers volatile organic compounds in air at room temperature without changing the pH of the sample, i.e. under conditions similar to those in which dogs solve the same problem. The experimental cancer models were male BDF-f1 hybrid mice transplanted with hepatocarcinoma tissue, and similar mice transplanted with healthy liver tissue were used as controls. Our data show that both dogs and our proposed laser mass spectrometry method are able to detect both the entire spectrum of volatile organic compounds associated with the disease and minor changes in this spectrum during its course.
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Affiliation(s)
- M Yu Kochevalina
- Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
| | - A B Bukharina
- Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia
| | - V G Trunov
- Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
| | - A V Pento
- Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia
| | - O V Morozova
- N.N. Blokhin National Medical Research Center of Oncology, Ministry of Health of the Russian Federation, Moscow, Russia
| | - G A Kogun'
- Cynological Division of Aviation Security Service, Aeroflot, Russian Airlines, Moscow, Russia
| | - Ya O Simanovsky
- Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia
| | - S M Nikiforov
- Prokhorov General Physics Institute of the Russian Academy of Sciences, Moscow, Russia
| | - E I Rodionova
- Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia.
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Golden GJ, Opiekun M, Martin-Taylor T, Kimball BA. Training the domestic ferret to discriminate odors associated with wildlife disease. PLoS One 2021; 16:e0259415. [PMID: 34723972 PMCID: PMC8559940 DOI: 10.1371/journal.pone.0259415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 10/18/2021] [Indexed: 11/19/2022] Open
Abstract
Recent avian influenza infection outbreaks have resulted in global biosecurity and economic concerns. Mallards are asymptomatic for the disease and can potentially spread AI along migratory bird flyways. In a previous study, trained mice correctly discriminated the health status of individual ducks on the basis of fecal odors when feces from post-infection periods were paired with feces from pre-infection periods. Chemical analyses indicated that avian influenza infection was associated with a marked increase of acetoin (3-hydroxy-2-butanone) in feces. In the current study, domesticated male ferrets (Mustela putorius furo) were trained to display a specific conditioned response (i.e. active scratch alert) in response to a marked increase of acetoin in a presentation of an acetoin:1-octen-3-ol solution. Ferrets rapidly generalized this learned response to the odor of irradiated feces from avian influenza infected mallards. These results suggest that a trained mammalian biosensor could be employed in an avian influenza surveillance program.
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Affiliation(s)
- Glen J. Golden
- Department of Biomedical Sciences, Colorado State University, Fort Collins, CO, United States of America
| | - Maryanne Opiekun
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | | | - Bruce A. Kimball
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
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Millet P, Martin T, Opiekun M, Beauchamp GK, Kimball BA. Differing Alterations of Odor Volatiles Among Pathogenic Stimuli. Chem Senses 2021; 46:6300881. [PMID: 34133735 DOI: 10.1093/chemse/bjab030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Alterations of the volatile metabolome (the collection of volatiles present in secretions and other emanations) that occur in response to inflammation can be detected by conspecifics and chemometric analyses. Using a model system where mouse urinary metabolites are altered by treatment with lipopolysaccharide (found in the outer cell membrane of gram-negative bacteria), we hypothesized that alteration of body odor volatiles will vary according to the pathogen responsible for inducing the inflammation. We tested this hypothesis by treating mice with different immunogens that engage different immune signaling pathways. Results suggest that alterations of body odor volatiles resulting from inflammation do contain detailed information about the type of pathogen that instigated the inflammation and these differences are not merely dependent on the severity of the inflammatory event. These results are encouraging for the future of differential medical diagnosis of febrile diseases by analysis of the volatile metabolome. In particular, our data support the possibility that bacterial infections can be differentiated from viral infections such that antibiotic drug stewardship could be drastically improved by reducing unneeded treatments with antibiotics.
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Affiliation(s)
- Patrick Millet
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, USA
| | - Talia Martin
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, USA
| | - Maryanne Opiekun
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, USA
| | - Gary K Beauchamp
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, USA
| | - Bruce A Kimball
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, USA
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6
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Kochevalina MY, Trunov VG, Morozova OV, Kogun GA, Rodionova EI. Change in Urine Odor of Mice in the Dynamics of Formation of a Transplanted Hepatocarcinoma H33 Tumor. BIOL BULL+ 2020. [DOI: 10.1134/s1062359020050052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Luan H, Wang X, Cai Z. Mass spectrometry-based metabolomics: Targeting the crosstalk between gut microbiota and brain in neurodegenerative disorders. MASS SPECTROMETRY REVIEWS 2019; 38:22-33. [PMID: 29130504 DOI: 10.1002/mas.21553] [Citation(s) in RCA: 117] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 10/12/2017] [Indexed: 05/10/2023]
Abstract
Metabolomics seeks to take a "snapshot" in a time of the levels, activities, regulation and interactions of all small molecule metabolites in response to a biological system with genetic or environmental changes. The emerging development in mass spectrometry technologies has shown promise in the discovery and quantitation of neuroactive small molecule metabolites associated with gut microbiota and brain. Significant progress has been made recently in the characterization of intermediate role of small molecule metabolites linked to neural development and neurodegenerative disorder, showing its potential in understanding the crosstalk between gut microbiota and the host brain. More evidence reveals that small molecule metabolites may play a critical role in mediating microbial effects on neurotransmission and disease development. Mass spectrometry-based metabolomics is uniquely suitable for obtaining the metabolic signals in bidirectional communication between gut microbiota and brain. In this review, we summarized major mass spectrometry technologies including liquid chromatography-mass spectrometry, gas chromatography-mass spectrometry, and imaging mass spectrometry for metabolomics studies of neurodegenerative disorders. We also reviewed the recent advances in the identification of new metabolites by mass spectrometry and metabolic pathways involved in the connection of intestinal microbiota and brain. These metabolic pathways allowed the microbiota to impact the regular function of the brain, which can in turn affect the composition of microbiota via the neurotransmitter substances. The dysfunctional interaction of this crosstalk connects neurodegenerative diseases, including Parkinson's disease, Alzheimer's disease and Huntington's disease. The mass spectrometry-based metabolomics analysis provides information for targeting dysfunctional pathways of small molecule metabolites in the development of the neurodegenerative diseases, which may be valuable for the investigation of underlying mechanism of therapeutic strategies.
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Affiliation(s)
- Hemi Luan
- Department of Chemistry, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
| | - Xian Wang
- Key Laboratory of Analytical Chemistry of State Ethnic Affairs Commission, College of Chemistry and Materials Science, South-Central University for Nationalities, Wuhan, Hubei, China
| | - Zongwei Cai
- Department of Chemistry, Hong Kong Baptist University, Kowloon Tong, Hong Kong SAR, China
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Gervasi SS, Opiekun M, Martin T, Beauchamp GK, Kimball BA. Sharing an environment with sick conspecifics alters odors of healthy animals. Sci Rep 2018; 8:14255. [PMID: 30250285 PMCID: PMC6155122 DOI: 10.1038/s41598-018-32619-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 09/11/2018] [Indexed: 12/15/2022] Open
Abstract
Body odors change with health status and the odors of sick animals can induce avoidance behaviors in healthy conspecifics. Exposure to sickness odors might also alter the physiology of healthy conspecifics and modify the odors they produce. We hypothesized that exposure to odors of sick (but non-infectious) animals would alter the odors of healthy cagemates. To induce sickness, we injected mice with a bacterial endotoxin, lipopolysaccharide. We used behavioral odor discrimination assays and analytical chemistry techniques followed by predictive classification modeling to ask about differences in volatile odorants produced by two types of healthy mice: those cohoused with healthy conspecifics and those cohoused with sick conspecifics. Mice trained in Y-maze behavioral assays to discriminate between the odors of healthy versus sick mice also discriminated between the odors of healthy mice cohoused with sick conspecifics and odors of healthy mice cohoused with healthy conspecifics. Chemical analyses paired with statistical modeling revealed a parallel phenomenon. Urine volatiles of healthy mice cohoused with sick partners were more likely to be classified as those of sick rather than healthy mice based on discriminant model predictions. Sickness-related odors could have cascading effects on neuroendocrine or immune responses of healthy conspecifics, and could affect individual behaviors, social dynamics, and pathogen spread.
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Affiliation(s)
- Stephanie S Gervasi
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA.
| | - Maryanne Opiekun
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
| | - Talia Martin
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
| | - Gary K Beauchamp
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
| | - Bruce A Kimball
- Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA, 19104, USA
- USDA-APHIS-WS-NWRC, 3500 Market Street, Philadelphia, PA, 19104, USA
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9
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Harris RL, Boulet M, Grogan KE, Drea CM. Costs of injury for scent signalling in a strepsirrhine primate. Sci Rep 2018; 8:9882. [PMID: 29959333 PMCID: PMC6026195 DOI: 10.1038/s41598-018-27322-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 05/31/2018] [Indexed: 01/10/2023] Open
Abstract
Honesty is crucial in animal communication when signallers are conveying information about their condition. Condition dependence implies a cost to signal production; yet, evidence of such cost is scarce. We examined the effects of naturally occurring injury on the quality and salience of olfactory signals in ring-tailed lemurs (Lemur catta). Over a decade, we collected genital secretions from 23 (13 male, 10 female) adults across 34 unique injuries, owing primarily to intra-group fights. Using gas chromatography-mass spectrometry, we tested for differences in the chemical composition of secretions across pre-injury, injury and recovery, in animals that did and did not receive antibiotics. Lemur genital secretions were significantly dampened and altered during injury, with patterns of change varying by sex, season and antibiotics. Using behavioural bioassays (excluding odorants from antibiotic-treated animals), we showed that male 'recipients' discriminated injury status based on scent alone, directing more competitive counter marking towards odorants from injured vs. uninjured male 'signallers.' That injured animals could not maintain their normal signatures provides rare evidence of the energetic cost to signal production. That conspecifics detected olfactory-encoded 'weakness' suggests added behavioural costs: By influencing the likelihood of intra- or inter-sexual conflict, condition-dependent signals could have important implications for socio-reproductive behaviour.
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Affiliation(s)
- Rachel L Harris
- Department of Evolutionary Anthropology, Duke University, Durham, NC, USA
| | - Marylène Boulet
- Department of Biology, Bishop's University, Sherbrooke, QC, Canada
| | - Kathleen E Grogan
- Department of Anthropology, Pennsylvania State University, State College, PA, USA
| | - Christine M Drea
- Department of Evolutionary Anthropology, Duke University, Durham, NC, USA.
- Department of Biology, Duke University, Durham, NC, USA.
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Hogan SR, Phan JH, Alvarado-Velez M, Wang MD, Bellamkonda RV, Fernández FM, LaPlaca MC. Discovery of Lipidome Alterations Following Traumatic Brain Injury via High-Resolution Metabolomics. J Proteome Res 2018; 17:2131-2143. [PMID: 29671324 DOI: 10.1021/acs.jproteome.8b00068] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Traumatic brain injury (TBI) can occur across wide segments of the population, presenting in a heterogeneous manner that makes diagnosis inconsistent and management challenging. Biomarkers offer the potential to objectively identify injury status, severity, and phenotype by measuring the relative concentrations of endogenous molecules in readily accessible biofluids. Through a data-driven, discovery approach, novel biomarker candidates for TBI were identified in the serum lipidome of adult male Sprague-Dawley rats in the first week following moderate controlled cortical impact (CCI). Serum samples were analyzed in positive and negative modes by ultraperformance liquid chromatography-mass spectrometry (UPLC-MS). A predictive panel for the classification of injured and uninjured sera samples, consisting of 26 dysregulated species belonging to a variety of lipid classes, was developed with a cross-validated accuracy of 85.3% using omniClassifier software to optimize feature selection. Polyunsaturated fatty acids (PUFAs) and PUFA-containing diacylglycerols were found to be upregulated in sera from injured rats, while changes in sphingolipids and other membrane phospholipids were also observed, many of which map to known secondary injury pathways. Overall, the identified biomarker panel offers viable molecular candidates representing lipids that may readily cross the blood-brain barrier (BBB) and aid in the understanding of TBI pathophysiology.
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Affiliation(s)
- Scott R Hogan
- School of Chemistry and Biochemistry , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - John H Phan
- Wallace H Coulter Department of Biomedical Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - Melissa Alvarado-Velez
- Wallace H Coulter Department of Biomedical Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - May Dongmei Wang
- Wallace H Coulter Department of Biomedical Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - Ravi V Bellamkonda
- Wallace H Coulter Department of Biomedical Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - Facundo M Fernández
- School of Chemistry and Biochemistry , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
| | - Michelle C LaPlaca
- Wallace H Coulter Department of Biomedical Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States
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Millet P, Opiekun M, Martin T, Beauchamp GK, Kimball BA. Cytokine contributions to alterations of the volatile metabolome induced by inflammation. Brain Behav Immun 2018; 69:312-320. [PMID: 29241669 DOI: 10.1016/j.bbi.2017.12.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 11/28/2017] [Accepted: 12/09/2017] [Indexed: 01/02/2023] Open
Abstract
Several studies demonstrate that inflammation affects body odor. Volatile signals associated with inflammation induced by pyrogens like LPS are detectable both by conspecifics and chemical analyses. However, little is known about the mechanisms which translate detection of a foreign molecule or pathogen into a unique body odor, or even how unique that odor may be. Here, we utilized C57BL/6J trained mice to identify the odor of LPS-treated conspecifics to investigate potential pathways between LPS-induced inflammation and changes in body odor, as represented by changes in urine odor. We hypothesized that the change in volatile metabolites could be caused directly by the pro-inflammatory cytokine response mediated by TNF or IL-1β, or by the compensatory anti-inflammatory response mediated by IL-10. We found that trained biosensors generalized learned LPS-associated odors to TNF-induced odors, but not to IL-1β or IL-10-induced odors. Analyses of urine volatiles using headspace gas chromatography revealed distinct profiles of volatile compounds for each treatment. Instrumental discrimination relied on a mixture of compounds, including 2-sec-butyl-4,5-dihydrothiazole, cedrol, nonanal, benzaldehyde, acetic acid, 2-ethyl-1-hexanol, and dehydro-exo-brevicomin. Although interpretation of LDA modeling differed from behavioral testing, it does suggest that treatment with TNF, IL-1β, and LPS can be distinguished by their resultant volatile profiles. These findings indicate there is information found in body odors on the presence of specific cytokines. This result is encouraging for the future of disease diagnosis via analysis of volatiles.
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Affiliation(s)
- Patrick Millet
- Monell Chemical Senses Center, Philadelphia, PA, United States.
| | | | - Talia Martin
- Monell Chemical Senses Center, Philadelphia, PA, United States
| | | | - Bruce A Kimball
- USDA-APHIS-WS National Wildlife Research Center, Monell Chemical Senses Center, Philadelphia, PA, United States
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12
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