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Li Z, Shen Y, Beltrán J, Tian H, Bedewitz M, Wheeldon I, Whitehead TA, Cutler SR, Zhong W. High-Performance Cannabinoid Sensor Empowered by Plant Hormone Receptors and Antifouling Magnetic Nanorods. ACS Sens 2023; 8:3914-3922. [PMID: 37737572 PMCID: PMC11288662 DOI: 10.1021/acssensors.3c01488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/23/2023]
Abstract
The misuse of cannabinoids and their synthetic variants poses significant threats to public health, necessitating the development of advanced techniques for detection of these compounds in biological or environmental samples. Existing methods face challenges like lengthy sample pretreatment and laborious antifouling steps. Herein, we present a novel sensing platform using magnetic nanorods coated with zwitterionic polymers for the simple, rapid, and sensitive detection of cannabinoids in biofluids. Our technique utilizes the engineered derivatives of the plant hormone receptor Pyrabactin Resistance 1 (PYR1) as drug recognition elements and employs the chemical-induced dimerization (CID) mechanism for signal development. Additionally, the magnetic nanorods facilitate efficient target capture and reduce the assay duration. Moreover, the zwitterionic polymer coating exhibits excellent antifouling capability, preserving excellent sensor performance in complex biofluids. Our sensors detect cannabinoids in undiluted biofluids like serum, saliva, and urine with a low limit of detection (0.002 pM in saliva and few pM in urine and serum) and dynamic ranges spanning up to 9 orders of magnitude. Moreover, the PYR1 derivatives demonstrate high specificity even in the presence of multiple interfering compounds. This work opens new opportunities for sensor development, showcasing the excellent performance of antifouling magnetic nanorods that can be compatible with different recognition units, including receptors and antibodies, for detecting a variety of targets.
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Affiliation(s)
- Zongbo Li
- Department of Chemistry, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Yuyang Shen
- Environmental Toxicology Graduate Program, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Jesús Beltrán
- Department of Botany and Plant Sciences, University of California-Riverside, Riverside, CA 92521, U.S.A
- Institute for Integrative Genome Biology, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Hao Tian
- Department of Botany and Plant Sciences, University of California-Riverside, Riverside, CA 92521, U.S.A
- Institute for Integrative Genome Biology, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Matthew Bedewitz
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, USA
| | - Ian Wheeldon
- Institute for Integrative Genome Biology, University of California-Riverside, Riverside, CA 92521, U.S.A
- Department of Chemical and Environmental Engineering, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Timothy A. Whitehead
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, USA
| | - Sean R. Cutler
- Department of Botany and Plant Sciences, University of California-Riverside, Riverside, CA 92521, U.S.A
- Institute for Integrative Genome Biology, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Wenwan Zhong
- Department of Chemistry, University of California-Riverside, Riverside, CA 92521, U.S.A
- Environmental Toxicology Graduate Program, University of California-Riverside, Riverside, CA 92521, U.S.A
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Martínez-Pérez-Cejuela H, Conejero M, Amorós P, El Haskouri J, Simó-Alfonso EF, Herrero-Martínez JM, Armenta S. Metal-organic frameworks as promising solid-phase sorbents for the isolation of third-generation synthetic cannabinoids in biological samples. Anal Chim Acta 2023; 1246:340887. [PMID: 36764780 DOI: 10.1016/j.aca.2023.340887] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/19/2023] [Accepted: 01/22/2023] [Indexed: 01/27/2023]
Abstract
In this work, metal-organic frameworks (MOFs) were used for the first time as solid-phase extraction (SPE) sorbents for the isolation of synthetic cannabinoids (SCs) from oral fluids and subsequently quantified by LC-fluorescence detection (FLD). In this context, different MOF families were synthesized and tested under SPE mode. UiO-66 was the family selected, being the amino functionalized (NH2-UiO-66) the best candidate in terms of extraction performance. After the method optimization, several analytical parameters of interest were obtained, reaching limits of detection (LODs) as low as 0.6-0.8 μg L-1 and precision values (expressed as RSD) lower than 10.6%. The developed method was successfully applied to the determination of 8 SCs in different oral fluids at three spiked levels with recoveries between 67 and 114%. This method claims to be a real alternative for screening purposes, being a cost-effective procedure due to the price of the sorbent (<0.5 €/cartridge) and its recyclability (up to 12 uses), among others good features.
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Affiliation(s)
| | - Mónica Conejero
- Department of Analytical Chemistry, University of Valencia, Dr Moliner 50, 46100, Burjassot, Valencia, Spain
| | - Pedro Amorós
- Institute of Material Science (ICMUV), University of Valencia, Catedrático José Beltrán 2, 46980, Paterna, Valencia, Spain
| | - Jamal El Haskouri
- Institute of Material Science (ICMUV), University of Valencia, Catedrático José Beltrán 2, 46980, Paterna, Valencia, Spain
| | | | | | - Sergio Armenta
- Department of Analytical Chemistry, University of Valencia, Dr Moliner 50, 46100, Burjassot, Valencia, Spain.
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High throughput virtual screening (HTVS) of peptide library: Technological advancement in ligand discovery. Eur J Med Chem 2022; 243:114766. [PMID: 36122548 DOI: 10.1016/j.ejmech.2022.114766] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 08/21/2022] [Accepted: 09/08/2022] [Indexed: 11/23/2022]
Abstract
High-throughput virtual screening (HTVS) is a leading biopharmaceutical technology that employs computational algorithms to uncover biologically active compounds from large-scale collections of chemical compound libraries. In addition, this method often leverages the precedence of screening focused libraries for assessing their binding affinities and improving physicochemical properties. Usually, developing a drug sometimes takes ages, and lessons are learnt from FDA-approved drugs. This screening strategy saves resources and time compared to laboratory testing in certain stages of drug discovery. Yet in-silico investigations remain challenging in some cases of drug discovery. For the last few decades, peptide-based drug discoveries have received remarkable momentum for several advantages over small molecules. Therefore, developing a high-fidelity HTVS platform for chemically versatile peptide libraries is highly desired. This review summarises the modern and frequently appreciated HTVS strategies for peptide libraries from 2011 to 2021. In addition, we focus on the software used for preparing peptide libraries, their screening techniques and shortcomings. An index of various HTVS methods reported here should assist researchers in identifying tools that could be beneficial for their peptide library screening projects.
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Jones NS, Comparin JH. Interpol review of controlled substances 2016-2019. Forensic Sci Int Synerg 2020; 2:608-669. [PMID: 33385148 PMCID: PMC7770462 DOI: 10.1016/j.fsisyn.2020.01.019] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 01/23/2020] [Indexed: 12/14/2022]
Abstract
This review paper covers the forensic-relevant literature in controlled substances from 2016 to 2019 as a part of the 19th Interpol International Forensic Science Managers Symposium. The review papers are also available at the Interpol website at: https://www.interpol.int/content/download/14458/file/Interpol%20Review%20Papers%202019.pdf.
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Affiliation(s)
- Nicole S. Jones
- RTI International, Applied Justice Research Division, Center for Forensic Sciences, 3040 E. Cornwallis Road, Research Triangle Park, NC, 22709-2194, USA
| | - Jeffrey H. Comparin
- United States Drug Enforcement Administration, Special Testing and Research Laboratory, USA
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Mascini M, Dikici E, Robles Mañueco M, Perez-Erviti JA, Deo SK, Compagnone D, Wang J, Pingarrón JM, Daunert S. Computationally Designed Peptides for Zika Virus Detection: An Incremental Construction Approach. Biomolecules 2019; 9:biom9090498. [PMID: 31533374 PMCID: PMC6770336 DOI: 10.3390/biom9090498] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 09/12/2019] [Accepted: 09/14/2019] [Indexed: 12/11/2022] Open
Abstract
Herein, and in contrast to current production of anti-Zika virus antibodies, we propose a semi-combinatorial virtual strategy to select short peptides as biomimetic antibodies/binding agents for the detection of intact Zika virus (ZIKV) particles. The virtual approach was based on generating different docking cycles of tetra, penta, hexa, and heptapeptide libraries by maximizing the discrimination between the amino acid motif in the ZIKV and dengue virus (DENV) envelope protein glycosylation site. Eight peptides, two for each length (tetra, penta, hexa, and heptapeptide) were then synthesized and tested vs. intact ZIKV particles by using a direct enzyme linked immunosorbent assay (ELISA). As a reference, we employed a well-established anti-ZIKV antibody, the antibody 4G2. Three peptide-based assays had good detection limits with dynamic range starting from 105 copies/mL of intact ZIKV particles; this was one order magnitude lower than the other peptides or antibodies. These three peptides showed slight cross-reactivity against the three serotypes of DENV (DENV-1, -2, and -3) at a concentration of 106 copies/mL of intact virus particles, but the discrimination between the DENV and ZIKV was lost when the coating concentration was increased to 107 copies/mL of the virus. The sensitivity of the peptides was tested in the presence of two biological matrices, serum and urine diluted 1:10 and 1:1, respectively. The detection limits decreased about one order of magnitude for ZIKV detection in serum or urine, albeit still having for two of the three peptides tested a distinct analytical signal starting from 106 copies/mL, the concentration of ZIKV in acute infection.
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Affiliation(s)
- Marcello Mascini
- Department of Analytical Chemistry, Faculty of Chemistry, University Complutense of Madrid, Ciudad Universitaria s/n, 28040 Madrid, Spain.
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy.
| | - Emre Dikici
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
- Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute, University of Miami, Miami, FL 33136, USA.
| | - Marta Robles Mañueco
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
| | - Julio A Perez-Erviti
- Center for Protein Studies, Faculty of Biology, University of Havana, Havana 10400, Cuba.
| | - Sapna K Deo
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
- Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute, University of Miami, Miami, FL 33136, USA.
| | - Dario Compagnone
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy.
| | - Joseph Wang
- Department of Nanoengineering, University of California, San Diego, La Jolla, CA 92093, USA.
| | - José M Pingarrón
- Department of Analytical Chemistry, Faculty of Chemistry, University Complutense of Madrid, Ciudad Universitaria s/n, 28040 Madrid, Spain.
| | - Sylvia Daunert
- Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
- Dr. JT Macdonald Foundation Biomedical Nanotechnology Institute, University of Miami, Miami, FL 33136, USA.
- University of Miami Clinical and Translational Science Institute, University of Miami, Miami, FL 33136, USA.
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Shah I, Al-Dabbagh B, Salem AE, Hamid SAA, Muhammad N, Naughton DP. A review of bioanalytical techniques for evaluation of cannabis (Marijuana, weed, Hashish) in human hair. BMC Chem 2019; 13:106. [PMID: 31428743 PMCID: PMC6694587 DOI: 10.1186/s13065-019-0627-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 08/01/2019] [Indexed: 12/13/2022] Open
Abstract
Cannabis products (marijuana, weed, hashish) are among the most widely abused psychoactive drugs in the world, due to their euphorigenic and anxiolytic properties. Recently, hair analysis is of great interest in analytical, clinical, and forensic sciences due to its non-invasiveness, negligible risk of infection and tampering, facile storage, and a wider window of detection. Hair analysis is now widely accepted as evidence in courts around the world. Hair analysis is very feasible to complement saliva, blood tests, and urinalysis. In this review, we have focused on state of the art in hair analysis of cannabis with particular attention to hair sample preparation for cannabis analysis involving pulverization, extraction and screening techniques followed by confirmatory tests (e.g., GC–MS and LC–MS/MS). We have reviewed the literature for the past 10 years’ period with special emphasis on cannabis quantification using mass spectrometry. The pros and cons of all the published methods have also been discussed along with the prospective future of cannabis analysis.
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Affiliation(s)
- Iltaf Shah
- 1Department of Chemistry, College of Science, UAEU, Al Ain, Abu Dhabi, UAE
| | - Bayan Al-Dabbagh
- 1Department of Chemistry, College of Science, UAEU, Al Ain, Abu Dhabi, UAE
| | - Alaa Eldin Salem
- 1Department of Chemistry, College of Science, UAEU, Al Ain, Abu Dhabi, UAE
| | - Saber A A Hamid
- 1Department of Chemistry, College of Science, UAEU, Al Ain, Abu Dhabi, UAE
| | - Neak Muhammad
- 1Department of Chemistry, College of Science, UAEU, Al Ain, Abu Dhabi, UAE
| | - Declan P Naughton
- 2School of Life Sciences, Pharmacy and Chemistry, Kingston University, Surrey, UK
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