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Li Y, Guan C, Liu C, Li Z, Han G. Disease diagnosis and application analysis of molecularly imprinted polymers (MIPs) in saliva detection. Talanta 2024; 269:125394. [PMID: 37980173 DOI: 10.1016/j.talanta.2023.125394] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/30/2023] [Accepted: 11/03/2023] [Indexed: 11/20/2023]
Abstract
Saliva has significantly evolved as a diagnostic fluid in recent years, giving a non-invasive alternative to blood analysis. A high protein concentration in saliva is delivered directly from the bloodstream, making it a "human mirror" that reflects the body's physiological state. It plays an essential role in detecting diseases in biomedical and fitness monitoring. Molecularly imprinted polymers (MIPs) are biomimetic materials with custom-designed synthetic recognition sites that imitate biological counterparts renowned for sensitive analyte detection. This paper reviews the progress made in research about MIP biosensors for detecting saliva biomarkers. Specifically, we investigate the link between saliva biomarkers and various diseases, providing detailed insights into the corresponding biosensors. Furthermore, we discuss the principles of molecular imprinting for disease diagnostics and application analysis, including recent advances in integrated MIP-sensor technologies for high-affinity analyte detection in saliva. Notably, these biosensors exhibit high discrimination, allowing for the detection of saliva biomarkers linked explicitly to chronic stress disorders, diabetes, cancer, bacterial or viral-induced illnesses, and exposure to illicit toxic substances or tobacco smoke. Our findings indicate that MIP-based biosensors match and perhaps surpass their counterparts featuring integrated natural antibodies in terms of stability, signal-to-noise ratios, and detection limits. Additionally, we highlight the design of MIP coatings, strategies for synthesizing polymers, and the integration of advanced biodevices. These tailored biodevices, designed to assess various salivary biomarkers, are emerging as promising screening or diagnostic tools for real-time monitoring and self-health management, improving quality of life.
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Affiliation(s)
- Yanan Li
- Department of Oral Geriatrics, Hospital of Stomatology, Jilin University, Changchun, 130021, PR China
| | - Changjun Guan
- School of Electrical and Electronic Engineering, Changchun University of Technology, Changchun, 130012, PR China
| | - Chaoran Liu
- Department of Oral Geriatrics, Hospital of Stomatology, Jilin University, Changchun, 130021, PR China
| | - Ze Li
- Department of Oral Geriatrics, Hospital of Stomatology, Jilin University, Changchun, 130021, PR China
| | - Guanghong Han
- Department of Oral Geriatrics, Hospital of Stomatology, Jilin University, Changchun, 130021, PR China.
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Trumble BC, Negrey J, Koebele SV, Thompson RC, Samuel Wann L, Allam AH, Beheim B, Linda Sutherland M, Sutherland JD, Eid Rodriguez D, Michalik DE, Rowan CJ, Lombardi GP, Garcia AR, Cummings DK, Seabright E, Alami S, Kraft TS, Hooper P, Buetow K, Irimia A, Gatz M, Stieglitz J, Gurven MD, Kaplan H, Thomas GS. Testosterone is positively associated with coronary artery calcium in a low cardiovascular disease risk population. Evol Med Public Health 2023; 11:472-484. [PMID: 38145005 PMCID: PMC10746324 DOI: 10.1093/emph/eoad039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 10/11/2023] [Indexed: 12/26/2023] Open
Abstract
Background In industrialized populations, low male testosterone is associated with higher rates of cardiovascular mortality. However, coronary risk factors like obesity impact both testosterone and cardiovascular outcomes. Here, we assess the role of endogenous testosterone on coronary artery calcium in an active subsistence population with relatively low testosterone levels, low cardiovascular risk and low coronary artery calcium scores. Methodology In this cross-sectional community-based study, 719 Tsimane forager-horticulturalists in the Bolivian Amazon aged 40+ years underwent computed tomography (49.8% male, mean age 57.6 years). Results Coronary artery calcium levels were low; 84.5% had no coronary artery calcium. Zero-inflated negative binomial models found testosterone was positively associated with coronary artery calcium for the full sample (Incidence Rate Ratio [IRR] = 1.477, 95% Confidence Interval [CI] 1.001-2.170, P = 0.031), and in a male-only subset (IRR = 1.532, 95% CI 0.993-2.360, P = 0.053). Testosterone was also positively associated with clinically relevant coronary atherosclerosis (calcium >100 Agatston units) in the full sample (Odds Ratio [OR] = 1.984, 95% CI 1.202-3.275, P = 0.007) and when limited to male-only sample (OR = 2.032, 95% CI 1.118-4.816, P = 0.024). Individuals with coronary artery calcium >100 had 20% higher levels of testosterone than those with calcium <100 (t = -3.201, P = 0.007). Conclusions and Implications Among Tsimane, testosterone is positively associated with coronary artery calcium despite generally low normal testosterone levels, minimal atherosclerosis and rare cardiovascular disease (CVD) events. Associations between low testosterone and CVD events in industrialized populations are likely confounded by obesity and other lifestyle factors.
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Affiliation(s)
- Benjamin C Trumble
- Arizona State University, School of Human Evolution and Social Change, Center for Evolution and Medicine, Institute of Human Origins, Tempe, AZ, USA
| | - Jacob Negrey
- Arizona State University, School of Human Evolution and Social Change, Center for Evolution and Medicine, Institute of Human Origins, Tempe, AZ, USA
| | - Stephanie V Koebele
- Arizona State University, School of Human Evolution and Social Change, Center for Evolution and Medicine, Institute of Human Origins, Tempe, AZ, USA
| | - Randall C Thompson
- Saint Luke’s Mid America Heart Institute, Department of Cardiology, Kansas City, MO, USA
| | - L Samuel Wann
- University of New Mexico, School of Medicine, Albuquerque, NM, USA
| | - Adel H Allam
- Al Azhar University, School of Medicine, Cairo, Egypt
| | - Bret Beheim
- Max Planck Institute for Evolutionary Anthropology, Department of Human Behavior, Ecology and Culture, Leipzig, Germany
| | | | | | | | - David E Michalik
- University of California Irvine, School of Medicine, Irvine, CA, USA
- Miller Women’s and Children’s Hospital Long Beach, CA, USA
| | | | - Guido P Lombardi
- Universidad Peruana Cayetano Heredia, Laboratorio de Paleopatología, Lima, Peru
| | - Angela R Garcia
- Arizona State University, School of Human Evolution and Social Change, Center for Evolution and Medicine, Institute of Human Origins, Tempe, AZ, USA
| | | | - Edmond Seabright
- Mohammed VI Polytechnic University, School of Collective Intelligence, Ben Guerir, Morocco
| | - Sarah Alami
- Mohammed VI Polytechnic University, School of Collective Intelligence, Ben Guerir, Morocco
| | - Thomas S Kraft
- University of Utah, Anthropology Department, Salt Lake City, UT, USA
| | - Paul Hooper
- Chapman University, Economic Science Institute, Orange, CA, USA
| | - Kenneth Buetow
- Arizona State University, School of Human Evolution and Social Change, Center for Evolution and Medicine, Institute of Human Origins, Tempe, AZ, USA
| | - Andrei Irimia
- University of Southern California, Psychology Department, Los Angeles, CA, USA
| | - Margaret Gatz
- University of Southern California, Psychology Department, Los Angeles, CA, USA
| | - Jonathan Stieglitz
- Toulouse Scool of Economics, Institute for Advanced Study Toulouse, Toulouse, France
| | - Michael D Gurven
- University of California Santa Barbara, Department of Anthropology, Santa Barbara, CA, USA
| | - Hillard Kaplan
- Chapman University, Economic Science Institute, Orange, CA, USA
| | - Gregory S Thomas
- MemorialCare Health System, Fountain Valley, CA, USA
- University of California Irvine, Division of Cardiology, Orange, CA, USA
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Stanelle-Bertram S, Beck S, Mounogou NK, Schaumburg B, Stoll F, Al Jawazneh A, Schmal Z, Bai T, Zickler M, Beythien G, Becker K, de la Roi M, Heinrich F, Schulz C, Sauter M, Krasemann S, Lange P, Heinemann A, van Riel D, Leijten L, Bauer L, van den Bosch TPP, Lopuhaä B, Busche T, Wibberg D, Schaudien D, Goldmann T, Lüttjohann A, Ruschinski J, Jania H, Müller Z, Pinho Dos Reis V, Krupp-Buzimkic V, Wolff M, Fallerini C, Baldassarri M, Furini S, Norwood K, Käufer C, Schützenmeister N, von Köckritz-Blickwede M, Schroeder M, Jarczak D, Nierhaus A, Welte T, Kluge S, McHardy AC, Sommer F, Kalinowski J, Krauss-Etschmann S, Richter F, von der Thüsen J, Baumgärtner W, Klingel K, Ondruschka B, Renieri A, Gabriel G. CYP19A1 mediates severe SARS-CoV-2 disease outcome in males. Cell Rep Med 2023; 4:101152. [PMID: 37572667 PMCID: PMC10518605 DOI: 10.1016/j.xcrm.2023.101152] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 05/10/2023] [Accepted: 07/18/2023] [Indexed: 08/14/2023]
Abstract
Male sex represents one of the major risk factors for severe COVID-19 outcome. However, underlying mechanisms that mediate sex-dependent disease outcome are as yet unknown. Here, we identify the CYP19A1 gene encoding for the testosterone-to-estradiol metabolizing enzyme CYP19A1 (also known as aromatase) as a host factor that contributes to worsened disease outcome in SARS-CoV-2-infected males. We analyzed exome sequencing data obtained from a human COVID-19 cohort (n = 2,866) using a machine-learning approach and identify a CYP19A1-activity-increasing mutation to be associated with the development of severe disease in men but not women. We further analyzed human autopsy-derived lungs (n = 86) and detect increased pulmonary CYP19A1 expression at the time point of death in men compared with women. In the golden hamster model, we show that SARS-CoV-2 infection causes increased CYP19A1 expression in the lung that is associated with dysregulated plasma sex hormone levels and reduced long-term pulmonary function in males but not females. Treatment of SARS-CoV-2-infected hamsters with a clinically approved CYP19A1 inhibitor (letrozole) improves impaired lung function and supports recovery of imbalanced sex hormones specifically in males. Our study identifies CYP19A1 as a contributor to sex-specific SARS-CoV-2 disease outcome in males. Furthermore, inhibition of CYP19A1 by the clinically approved drug letrozole may furnish a new therapeutic strategy for individualized patient management and treatment.
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Affiliation(s)
| | - Sebastian Beck
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Nancy Kouassi Mounogou
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Berfin Schaumburg
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Fabian Stoll
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Amirah Al Jawazneh
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Zoé Schmal
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Tian Bai
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Martin Zickler
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Georg Beythien
- Department of Pathology, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Kathrin Becker
- Department of Pathology, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Madeleine de la Roi
- Department of Pathology, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Fabian Heinrich
- Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Claudia Schulz
- Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Martina Sauter
- Institute for Pathology and Neuropathology, University Hospital Tübingen, Tübingen, Germany
| | - Susanne Krasemann
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Core Facility Experimental Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Philine Lange
- Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Axel Heinemann
- Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Debby van Riel
- Department of Viroscience, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Lonneke Leijten
- Department of Viroscience, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Lisa Bauer
- Department of Viroscience, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | - Boaz Lopuhaä
- Department of Pathology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Tobias Busche
- Medical School East Westphalia-Lippe & Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Daniel Wibberg
- Microbial Genomics and Biotechnology, Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Dirk Schaudien
- Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, Hannover, Germany
| | - Torsten Goldmann
- Pathology of the University Medical Center Schleswig-Holstein, Campus Lübeck and the Research Center Borstel, Research Center Borstel, Leibniz Center for Medicine and Biosciences, German Center for Lung Research (DZL), Borstel, Germany
| | - Anna Lüttjohann
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Jenny Ruschinski
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Hanna Jania
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | - Zacharias Müller
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany
| | | | - Vanessa Krupp-Buzimkic
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany; Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Martin Wolff
- Early Life Origins of Chronic Lung Disease, Research Center Borstel, Leibniz Lung Center, Member of the German Center for Lung Research (DZL), Borstel, Germany
| | - Chiara Fallerini
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy; Medical Genetics, University of Siena, Siena, Italy
| | - Margherita Baldassarri
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy; Medical Genetics, University of Siena, Siena, Italy
| | - Simone Furini
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Katrina Norwood
- Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, Braunschweig, Germany; Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany
| | - Christopher Käufer
- Department of Pharmacology, Toxicology, and Pharmacy, University of Veterinary Medicine Hannover, Hannover, Germany
| | | | - Maren von Köckritz-Blickwede
- Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Hannover, Hannover, Germany; Department of Biochemistry, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Maria Schroeder
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dominik Jarczak
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Axel Nierhaus
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias Welte
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany; Biomedical Research in Endstage and Obstructive Lung Disease, Member of the German Center for Lung Research, Hannover, Germany
| | - Stefan Kluge
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alice C McHardy
- German Center for Infection Research (DZIF), Braunschweig, Germany; Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, Braunschweig, Germany; Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany; Cluster of Excellence RESIST (EXC 2355), Hannover Medical School, Hannover, Germany
| | - Frank Sommer
- Division Men's Health, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jörn Kalinowski
- Microbial Genomics and Biotechnology, Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Susanne Krauss-Etschmann
- Early Life Origins of Chronic Lung Disease, Research Center Borstel, Leibniz Lung Center, Member of the German Center for Lung Research (DZL), Borstel, Germany; Institute for Experimental Medicine, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Franziska Richter
- Department of Pharmacology, Toxicology, and Pharmacy, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Jan von der Thüsen
- Department of Pathology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Wolfgang Baumgärtner
- Department of Pathology, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Karin Klingel
- Institute for Pathology and Neuropathology, University Hospital Tübingen, Tübingen, Germany
| | - Benjamin Ondruschka
- Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alessandra Renieri
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy; Medical Genetics, University of Siena, Siena, Italy; Genetica Medica, Azienda Ospedaliero-Universitaria Senese, Siena, Italy
| | - Gülsah Gabriel
- Department for Viral Zoonoses - One Health, Leibniz Institute of Virology, Hamburg, Germany; Institute of Virology, University of Veterinary Medicine Hannover, Hannover, Germany; German Center for Infection Research (DZIF), Braunschweig, Germany.
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