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Cantero P, Ehret-Sabatier L, Lenormand C, Hansmann Y, Sauleau E, Zilliox L, Westermann B, Jaulhac B, Mutter D, Barthel C, Perdu-Alloy P, Martinot M, Lipsker D, Boulanger N. Detection of Borrelia burgdorferi sensu lato by proteomics: a complementary diagnosis tool on erythema migrans biopsies. Clin Microbiol Infect 2025; 31:78-86. [PMID: 39454756 DOI: 10.1016/j.cmi.2024.10.014] [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: 07/17/2024] [Revised: 10/16/2024] [Accepted: 10/20/2024] [Indexed: 10/28/2024]
Abstract
OBJECTIVES We have developed targeted proteomics in the context of Lyme borreliosis (LM) as a new direct diagnostic tool for detecting Borrelia proteins in the skin of patients with erythema migrans. If satisfactory, this proteomic technique could be used in addition to culture and/or PCR for disseminated infections where Borrelia detection is essential to demonstrate active infection. In these infections, the diagnosis is indirect and relies mainly on serology. METHODS We recruited 46 patients with LM and 11 controls and collected two skin biopsies from each patient. One biopsy was used for Borrelia burgdorferi sensu lato PCR and culture and the other one was for targeted mass-spectrometry-based proteomics. Six markers of infection were selected for proteomics: Outer surface protein C (OspC), flagellin, enolase, lipoprotein gi|365823350, decorin binding protein A, and glyceraldehyde-3-phosphate dehydrogenase. RESULTS Culturing Borrelia from the biopsies increased the sensitivity of the methods. Among the patients included for analysis, 61% (28 patients), 61% (28), and 46% (21) were detected as positive by proteomics, PCR, and culture, respectively. PCR and proteomics were complementary. OspC and flagellin were the most frequently detected protein markers of infection by proteomics, which in some patients, detected up to nine peptides for the flagellin. DISCUSSION It is possible to identify bacterial makers from the skin by proteomics. Our approach can be used to diagnose tick-borne diseases such as LM. TRIAL REGISTRATION clinicaltrials.gov identifier: NCT02414789.
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Affiliation(s)
- Paola Cantero
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, Centre National de la Recherche Scientifique, Institut Pluridisciplinaire Hubert Curien, Unité Mixte de Recherche, Strasbourg, France; Infrastructure Nationale de Protéomique ProFI, Strasbourg, France
| | - Laurence Ehret-Sabatier
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, Centre National de la Recherche Scientifique, Institut Pluridisciplinaire Hubert Curien, Unité Mixte de Recherche, Strasbourg, France; Infrastructure Nationale de Protéomique ProFI, Strasbourg, France
| | - Cédric Lenormand
- Faculté de Médecine, Université de Strasbourg et Clinique Dermatologique, Hôpital Universitaire de Strasbourg, Strasbourg, France; UR3073-Pathogen-Host- Arthropod Vectors Interactions-Group Borrelia, Fédération de Médecine Translationnelle, Université de Strasbourg, Strasbourg, France
| | - Yves Hansmann
- UR3073-Pathogen-Host- Arthropod Vectors Interactions-Group Borrelia, Fédération de Médecine Translationnelle, Université de Strasbourg, Strasbourg, France; Service de Maladies Infectieuses, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Erik Sauleau
- Groupe Méthode en Recherche Clinique, Pôle Santé Publique, Hôpitaux Universitaires de Strasbourg et ICube Unité Mixte de Recherche, Université de Strasbourg/Centre National de la Recherche Scientifique, Strasbourg, France
| | - Laurence Zilliox
- French National Reference Center for Borrelia, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Benoit Westermann
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, Centre National de la Recherche Scientifique, Institut Pluridisciplinaire Hubert Curien, Unité Mixte de Recherche, Strasbourg, France; Infrastructure Nationale de Protéomique ProFI, Strasbourg, France
| | - Benoit Jaulhac
- UR3073-Pathogen-Host- Arthropod Vectors Interactions-Group Borrelia, Fédération de Médecine Translationnelle, Université de Strasbourg, Strasbourg, France; French National Reference Center for Borrelia, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Didier Mutter
- Service de Chirurgie Digestive et Endocrinienne, Hôpitaux Universitaires de Strasbourg, Strasbourg France
| | - Cathy Barthel
- UR3073-Pathogen-Host- Arthropod Vectors Interactions-Group Borrelia, Fédération de Médecine Translationnelle, Université de Strasbourg, Strasbourg, France
| | - Pauline Perdu-Alloy
- Laboratoire de Spectrométrie de Masse BioOrganique, Université de Strasbourg, Centre National de la Recherche Scientifique, Institut Pluridisciplinaire Hubert Curien, Unité Mixte de Recherche, Strasbourg, France; Infrastructure Nationale de Protéomique ProFI, Strasbourg, France
| | - Martin Martinot
- Service de Maladies Infectieuses, Hôpital de Colmar, Colmar, France
| | - Dan Lipsker
- Faculté de Médecine, Université de Strasbourg et Clinique Dermatologique, Hôpital Universitaire de Strasbourg, Strasbourg, France
| | - Nathalie Boulanger
- UR3073-Pathogen-Host- Arthropod Vectors Interactions-Group Borrelia, Fédération de Médecine Translationnelle, Université de Strasbourg, Strasbourg, France; French National Reference Center for Borrelia, Hôpitaux Universitaires de Strasbourg, Strasbourg, France.
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Yi X, Li X, Luo H, Lin G, Zhou J, Xiong Y, Wu Y. Development of an automated immunologic mass spectrometry (iMS) method to overcome matrix effect for quantification: Steroid hormones as the example. Talanta 2025; 282:127041. [PMID: 39427409 DOI: 10.1016/j.talanta.2024.127041] [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: 07/21/2024] [Revised: 10/08/2024] [Accepted: 10/10/2024] [Indexed: 10/22/2024]
Abstract
Liquid chromatography-tandem mass spectrometry (LC-MS/MS) shows great promise in clinical application for its high specificity, high sensitivity and wide linear range for the determination of small molecules. However, its application in clinical laboratory is hampered by matrix effect of clinical samples which could greatly affect quantification accuracy and the difficulty to be automated for the traditional sample preparation procedures. Thus, new techniques which could achieve selective enrichment to minimize matrix effect and automatic sample preparation of mass spectrometry are needed. We developed an immunologic mass spectrometry (iMS) method to overcome matrix effect and its clinical application was demonstrated for automatic analysis of testosterone (T), progesterone (P) and estradiol (E2) in human serum simultaneously. Firstly, three monoclonal antibodies were coupled to magnetic beads for selective enrichment of target hormones from serum. The immunomagnetic beads were separated, washed and eluted automatically for LC-MS/MS analysis. Analytical performance of the iMS method was validated and compared with traditional LC-MS/MS and chemiluminescence immunoassay (CLIA). Hormone levels were measured for 160 pregnancy women at different gestational weeks. Results showed that target hormones could be selectively captured with absolute recoveries of 93.9%-110.8 %. Relative responses for high, medium and low concentrations of the hormones between serum and methanol solution were 98.0%-109.7 %, 92.2%-105.3 % and 91.7%-96.0 % for T, P and E2, respectively. Calibration curves prepared in methanol solution, BSA solution and blank serum showed good consistency for the iMS method. The automated iMS method could overcome matrix effect of LC-MS/MS and cross-reaction of CLIA. Matrix effect of the iMS method was negligible as high specificity of target hormone enrichment before LC-MS/MS analysis. Matrix-matched calibration standards were no longer necessary for accurate quantification, which was of great benefit for the clinical application of mass spetrometry.
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Affiliation(s)
- Xiaoyi Yi
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, 510515, Guangdong, PR China
| | - Xijiu Li
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, 510515, Guangdong, PR China
| | - Huanchang Luo
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, 510515, Guangdong, PR China
| | - Guanfeng Lin
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, 510515, Guangdong, PR China
| | - Jianwei Zhou
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, 510515, Guangdong, PR China
| | - Yufeng Xiong
- Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, PR China.
| | - Yingsong Wu
- Institute of Antibody Engineering, School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, 510515, Guangdong, PR China.
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Zhang H, Wang Q, Zhuang H, Lin Q, Wang W, Ye F, Nawaz S, Hu J, Huang C, Yin H, Sun W, Han X, Jiang W. Development of Recombinant Antibodies and Its Application in Immunomagnetic Separation-Based Rapid Detection of Vibrio cholerae in Aquatic Environments. J Microbiol Biotechnol 2024; 34:2266-2278. [PMID: 39603837 PMCID: PMC11637869 DOI: 10.4014/jmb.2405.05003] [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: 05/08/2024] [Revised: 09/23/2024] [Accepted: 09/25/2024] [Indexed: 11/29/2024]
Abstract
Cholera caused by Vibrio cholerae remains a major public health concern in many countries. The greatest obstacle to detection of V. cholerae contamination in drinking water or aquatic environments mainly relates to sample preparation steps, especially the enrichment step. In this study, immunomagnetic separation methods were developed based on sequence-defined recombinant antibodies (rAbs) against V. cholerae, then used for the specific and efficient enrichment of V. cholerae in water samples. Using the variable region genes of the anti-V. cholerae monoclonal antibodies (mAbs) 5F2, the full-length IgG rAbs (R5F2) were produced using mammalian human embryonic kidney 293T cells. Two antibodies, 5F2 and R5F2, were used to prepare immunomagnetic beads (IMBs), and their capture efficiencies (CEs) were evaluated. The results showed that 0.4 mg of 5F2-IMBs and R5F2-IMBs exhibited good CEs (96.0% and 75.9%, respectively) against V. cholerae within 40 min. The IMBs could still effectively capture V. cholerae in large-volume reaction systems (5 ml to 25 ml). The CEs of 5F2-IMBs and R5F2-IMBs ranged from 90.2% to 70.7% and 65.1% to 44.2%, respectively. Furthermore, 5F2-IMBs and R5F2-IMBs did not show significant cross-reactivity with other bacteria and exhibited high specificity. When R5F2-IMS was used in combination with quantitative real-time PCR, the detection limit was approximately 5 colony-forming units/25 ml after enrichment for 4 h. Our results suggest that the rAbs produced herein could provide useful alternatives to traditional hybridoma-based antibodies for accurate detection of V. cholerae in food safety and environmental monitoring.
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Affiliation(s)
- Haiyang Zhang
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Quan Wang
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Haoxiang Zhuang
- College of Veterinary Medicine, Nanjing Agricultural University, 210095, Nanjing, Jiangsu, P.R. China
| | - Qiu Lin
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Wenchao Wang
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Fangyu Ye
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Saqib Nawaz
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Jiangang Hu
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
| | - Cuiqin Huang
- Engineering Research Center for the Prevention and Control of Animal Original Zoonosis, Fujian Province, College of Life Science, Longyan University, Longyan, 364012, Fujian, P.R. China
| | - Huifang Yin
- Engineering Research Center for the Prevention and Control of Animal Original Zoonosis, Fujian Province, College of Life Science, Longyan University, Longyan, 364012, Fujian, P.R. China
| | - Weidong Sun
- College of Veterinary Medicine, Nanjing Agricultural University, 210095, Nanjing, Jiangsu, P.R. China
| | - Xiangan Han
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
- Engineering Research Center for the Prevention and Control of Animal Original Zoonosis, Fujian Province, College of Life Science, Longyan University, Longyan, 364012, Fujian, P.R. China
| | - Wei Jiang
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), 518 Ziyue Road, Shanghai 200241, P.R. China
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Wang R, Lu S, Deng F, Wu L, Yang G, Chong S, Liu Y. Enhancing the understanding of SARS-CoV-2 protein with structure and detection methods: An integrative review. Int J Biol Macromol 2024; 270:132237. [PMID: 38734351 DOI: 10.1016/j.ijbiomac.2024.132237] [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: 04/15/2024] [Accepted: 05/07/2024] [Indexed: 05/13/2024]
Abstract
As the rapid and accurate screening of infectious diseases can provide meaningful information for outbreak prevention and control, as well as owing to the existing limitations of the polymerase chain reaction (PCR), it is imperative to have new and validated detection techniques for SARS-CoV-2. Therefore, the rationale for outlining the techniques used to detect SARS-CoV-2 proteins and performing a comprehensive comparison to serve as a practical benchmark for future identification of similar viral proteins is clear. This review highlights the urgent need to strengthen pandemic preparedness by emphasizing the importance of integrated measures. These include improved tools for pathogen characterization, optimized societal precautions, the establishment of early warning systems, and the deployment of highly sensitive diagnostics for effective surveillance, triage, and resource management. Additionally, with an improved understanding of the virus' protein structure, considerable advances in targeted detection, treatment, and prevention strategies are expected to greatly improve our ability to respond to future outbreaks.
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Affiliation(s)
- Ruiqi Wang
- Shenyang University of Chemical Technology, Shenyang 110142, China; National Institute of Metrology, Beijing 100029, China
| | - Song Lu
- National Institute of Metrology, Beijing 100029, China
| | - Fanyu Deng
- National Institute of Metrology, Beijing 100029, China; North University of China, Taiyuan 030051, China
| | - Liqing Wu
- National Institute of Metrology, Beijing 100029, China
| | - Guowu Yang
- Shenzhen Academy of Metrology and Quality Inspection, Shenzhen 518055, China
| | - Siying Chong
- Shenyang University of Chemical Technology, Shenyang 110142, China
| | - Yahui Liu
- National Institute of Metrology, Beijing 100029, China.
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Liu Y, Wang Z, Wang Z, Zhou J, Han J, Lu C, Liu B, Yu R, Sun X, Zhang Z, Wang R, Su X. Rapid and simultaneous multiepitope antigen-based detection of Enterococcus by microscale thermophoresis and immunomagnetic separation. Front Microbiol 2024; 15:1341451. [PMID: 38322321 PMCID: PMC10844561 DOI: 10.3389/fmicb.2024.1341451] [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: 11/20/2023] [Accepted: 01/03/2024] [Indexed: 02/08/2024] Open
Abstract
Background Generally, enterococci bacteria cause nosocomial infections and are major indicators of bacterial contamination in marine bathing beach. However, a method for the rapid and simultaneous detection of multiple pathogenic enterococci has not been developed on account of the wide variety of pathogenic enterococci and their existence in complex matrices. Methods Immunoinformatics tools were used to design a multi-epitope antigen for the detection of various pathogenic enterococci by using the sequence of dltD gene on enterococci lipoteichoic acid (LTA) surface, which is associated with toxicological effects. The multi-epitopes included enterococci such as Enterococcus faecalis, E. gallinarum, E. raffinosus, E. durans, E. faecium, E. hirae, E. thailandicus, E. casseliflavus, E. avium, E. mundtii, E. lactis, E. solitarius, E. pseudoavium, and E. malodoratum. Microscale thermophoresis (MST) and western blot were carried out to detect the affinity between multi-epitope antigens and antibodies and between multi-epitope antibodies and bacteria. Furthermore, the detection of pathogenic enterococci was carried out by using immunomagnetic beads (IMBs) and immune chromatographic test strip (ICTS). Results The multi-epitope antibody had a satisfactory affinity to the antigen and enterococci. IMBs and ICTS were detected with a minimum of 101 CFU/mL and showed incompatibility for Vibrio parahemolyticus, V. vulnifcus, V. harveyi, V. anguillarum, and Edwardsiella tarda. Implication The present study demonstrated that the multi-epitope antigens exhibited excellent specificity and sensitivity, making them highly suitable for efficient on-site screening of enterococci bacteria in marine bathing beaches.
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Affiliation(s)
- Yan Liu
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Ziyan Wang
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Ze Wang
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Jun Zhou
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Jiaojiao Han
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Chenyang Lu
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Bing Liu
- Vigor Health Products Co., Ltd., Shenzhen, China
| | - Rongxian Yu
- Vigor Health Products Co., Ltd., Shenzhen, China
| | - Xiaoling Sun
- Vigor Health Products Co., Ltd., Shenzhen, China
| | - Zhen Zhang
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
| | - Rixin Wang
- School of Marine Science, Ningbo University, Ningbo, China
| | - Xiurong Su
- State Key Laboratory for Quality and Safety of Agro-products, Ningbo University, Ningbo, China
- School of Marine Science, Ningbo University, Ningbo, China
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Chatterjee S, Zaia J. Proteomics-based mass spectrometry profiling of SARS-CoV-2 infection from human nasopharyngeal samples. MASS SPECTROMETRY REVIEWS 2024; 43:193-229. [PMID: 36177493 PMCID: PMC9538640 DOI: 10.1002/mas.21813] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 09/07/2022] [Accepted: 09/09/2022] [Indexed: 05/12/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the cause of the on-going global pandemic of coronavirus disease 2019 (COVID-19) that continues to pose a significant threat to public health worldwide. SARS-CoV-2 encodes four structural proteins namely membrane, nucleocapsid, spike, and envelope proteins that play essential roles in viral entry, fusion, and attachment to the host cell. Extensively glycosylated spike protein efficiently binds to the host angiotensin-converting enzyme 2 initiating viral entry and pathogenesis. Reverse transcriptase polymerase chain reaction on nasopharyngeal swab is the preferred method of sample collection and viral detection because it is a rapid, specific, and high-throughput technique. Alternate strategies such as proteomics and glycoproteomics-based mass spectrometry enable a more detailed and holistic view of the viral proteins and host-pathogen interactions and help in detection of potential disease markers. In this review, we highlight the use of mass spectrometry methods to profile the SARS-CoV-2 proteome from clinical nasopharyngeal swab samples. We also highlight the necessity for a comprehensive glycoproteomics mapping of SARS-CoV-2 from biological complex matrices to identify potential COVID-19 markers.
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Affiliation(s)
- Sayantani Chatterjee
- Department of Biochemistry, Center for Biomedical Mass SpectrometryBoston University School of MedicineBostonMassachusettsUSA
| | - Joseph Zaia
- Department of Biochemistry, Center for Biomedical Mass SpectrometryBoston University School of MedicineBostonMassachusettsUSA
- Bioinformatics ProgramBoston University School of MedicineBostonMassachusettsUSA
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Massonnet P, Grifnée E, Farré-Segura J, Demeuse J, Huyghebaert L, Dubrowski T, Dufour P, Schoumacher M, Peeters S, Le Goff C, Cavalier E. Concise review on the combined use of immunocapture, mass spectrometry and liquid chromatography for clinical applications. Clin Chem Lab Med 2023; 61:1700-1707. [PMID: 37128992 DOI: 10.1515/cclm-2023-0253] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 04/21/2023] [Indexed: 05/03/2023]
Abstract
Immunocapture is now a well-established method for sample preparation prior to quantitation of peptides and proteins in complex matrices. This short review will give an overview of some clinical applications of immunocapture methods, as well as protocols with and without enzymatic digestion in a clinical context. The advantages and limitations of both approaches are discussed in detail. Challenges related to the choice of mass spectrometer are also discussed. Top-down, middle-down, and bottom-up approaches are discussed. Even though immunocapture has its limitations, its main advantage is that it provides an additional dimension of separation and/or isolation when working with peptides and proteins. Overall, this short review demonstrates the potential of such techniques in the field of proteomics-based clinical medicine and paves the way for better personalized medicine.
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Affiliation(s)
- Philippe Massonnet
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Elodie Grifnée
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Jordi Farré-Segura
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Justine Demeuse
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Loreen Huyghebaert
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Thomas Dubrowski
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Patrice Dufour
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | | | - Stéphanie Peeters
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
| | - Caroline Le Goff
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
| | - Etienne Cavalier
- Department of Clinical Chemistry, CHU de Liège, Centre de Recherche Intégré sur les Médicaments (CIRM), Liège, Belgium
- Clinical Chemistry, CIRM, University of Liège, Liège, Belgium
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Feldberg L, Zvi A, Yahalom-Ronen Y, Schuster O. Discriminative Identification of SARS-CoV-2 Variants Based on Mass-Spectrometry Analysis. Biomedicines 2023; 11:2373. [PMID: 37760814 PMCID: PMC10525290 DOI: 10.3390/biomedicines11092373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 09/29/2023] Open
Abstract
The spread of SARS-CoV-2 variants of concern (VOCs) is of great importance since genetic changes may increase transmissibility, disease severity and reduce vaccine effectiveness. Moreover, these changes may lead to failure of diagnostic measures. Therefore, variant-specific diagnostic methods are essential. To date, genetic sequencing is the gold-standard method to discriminate between variants. However, it is time-consuming (taking several days) and expensive. Therefore, the development of rapid diagnostic methods for SARS-CoV-2 in accordance with its genetic modification is of great importance. In this study we introduce a Mass Spectrometry (MS)-based methodology for the diagnosis of SARS-CoV-2 in propagated in cell-culture. This methodology enables the universal identification of SARS-CoV-2, as well as variant-specific discrimination. The universal identification of SARS-CoV-2 is based on conserved markers shared by all variants, while the identification of specific variants relies on variant-specific markers. Determining a specific set of peptides for a given variant consists of a multistep procedure, starting with an in-silico search for variant-specific tryptic peptides, followed by a tryptic digest of a cell-cultured SARS-CoV-2 variant, and identification of these markers by HR-LC-MS/MS analysis. As a proof of concept, this approach was demonstrated for four representative VOCs compared to the wild-type Wuhan reference strain. For each variant, at least two unique markers, derived mainly from the spike (S) and nucleocapsid (N) viral proteins, were identified. This methodology is specific, rapid, easy to perform and inexpensive. Therefore, it can be applied as a diagnostic tool for pathogenic variants.
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Affiliation(s)
- Liron Feldberg
- Department of Analytical Chemistry, Israel Institute for Biological Research (IIBR), Ness Ziona 74100, Israel
| | - Anat Zvi
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research (IIBR), Ness Ziona 74100, Israel;
| | - Yfat Yahalom-Ronen
- Department of Infectious Diseases, Israel Institute for Biological Research (IIBR), Ness Ziona 74100, Israel;
| | - Ofir Schuster
- Department of Infectious Diseases, Israel Institute for Biological Research (IIBR), Ness Ziona 74100, Israel;
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Suddhapas K, Choi MH, Shortreed MR, Timperman A. Evaluation of Variant-Specific Peptides for Detection of SARS-CoV-2 Variants of Concern. J Proteome Res 2022; 21:2443-2452. [PMID: 36108102 PMCID: PMC10318299 DOI: 10.1021/acs.jproteome.2c00325] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The SARS-CoV-2 omicron variant presented significant challenges to the global effort to counter the pandemic. SARS-CoV-2 is predicted to remain prevalent for the foreseeable future, making the ability to identify SARS-CoV-2 variants imperative in understanding and controlling the pandemic. The predominant variant discovery method, genome sequencing, is time-consuming, insensitive, and expensive. Ultraperformance liquid chromatography-mass spectrometry (UPLC-MS) offers an exciting alternative detection modality provided that variant-containing peptide markers are sufficiently detectable from their tandem mass spectra (MS/MS). We have synthesized model tryptic peptides of SARS-CoV-2 variants alpha, beta, gamma, delta, and omicron and evaluated their signal intensity, HCD spectra, and reverse phase retention time. Detection limits of 781, 781, 65, and 65 amol are obtained for the molecular ions of the proteotypic peptides, beta (QIAPGQTGNIADYNYK), gamma (TQLPSAYTNSFTR), delta (VGGNYNYR), and omicron (TLVKQLSSK), from neat solutions. These detection limits are on par with the detection limits of a previously reported proteotypic peptide from the SARS-CoV-2 spike protein, HTPINLVR. This study demonstrates the potential to differentiate SARS-CoV-2 variants through their proteotypic peptides with an approach that is broadly applicable across a wide range of pathogens.
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Affiliation(s)
- Kantaphon Suddhapas
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - M Hannah Choi
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Michael R Shortreed
- Department of Chemistry, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - AaronT Timperman
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
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Rosen O, Jayson A, Dor E, Epstein E, Makovitzki A, Cherry L, Lupu E, Monash A, Borni S, Baruchi T, Laskar O, Shmaya S, Rosenfeld R, Levy Y, Schuster O, Feldberg L. SARS-CoV-2 spike antigen quantification by targeted mass spectrometry of a virus-based vaccine. J Virol Methods 2022; 303:114498. [PMID: 35217103 PMCID: PMC8863330 DOI: 10.1016/j.jviromet.2022.114498] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 02/17/2022] [Accepted: 02/18/2022] [Indexed: 11/30/2022]
Abstract
The spike glycoprotein mediates virus binding to the host cells and is a key target for vaccines development. One SARS-CoV-2 vaccine is based on vesicular stomatitis virus (VSV), in which the native surface glycoprotein has been replaced by the SARS-CoV-2 spike protein (VSV-ΔG-spike). The titer of the virus is quantified by the plaque forming unit (PFU) assay, but there is no method for spike protein quantitation as an antigen in a VSV-based vaccine. Here, we describe a mass spectrometric (MS) spike protein quantification method, applied to VSV-ΔG-spike based vaccine. Proof of concept of this method, combining two different sample preparations, is shown for complex matrix samples, produced during the vaccine manufacturing processes. Total spike levels were correlated with results from activity assays, and ranged between 0.3−0.5 μg of spike protein per 107 PFU virus-based vaccine. This method is simple, linear over a wide range, allows quantification of antigen within a sample and can be easily implemented for any vaccine or therapeutic sample.
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Affiliation(s)
- Osnat Rosen
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel.
| | - Avital Jayson
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Eyal Dor
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Eyal Epstein
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Arik Makovitzki
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Lilach Cherry
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Edith Lupu
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Arik Monash
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Sarah Borni
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Tzadok Baruchi
- Department of Biotechnology, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Orly Laskar
- Department of Infectious Diseases, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Shlomo Shmaya
- Department of Infectious Diseases, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Ronit Rosenfeld
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Yinon Levy
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel
| | - Ofir Schuster
- Department of Infectious Diseases, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel.
| | - Liron Feldberg
- Department of Analytical Chemistry, Israel Institute for Biological Research, Ness Ziona, 7410001, Israel.
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