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Liu Q, Ye L, Li SG, Gao Y, Liu SS, Liu B, Li XX, Du WD. A simplified direct on-chip forward or reverse immunoassay for evaluating protein-protein interactions in the serum. Biotechnol J 2023; 18:e2200427. [PMID: 36420981 DOI: 10.1002/biot.202200427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 11/02/2022] [Accepted: 11/03/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND The identification of protein-protein interactions is a great challenge. In this study, we fabricated a gold surface-modified biochip with activated sophorolipids (SLs) in combination with 16-amino-1-hexadecanethiol hydrochloride to detect serum proteins. MAIN METHODS AND MAJOR RESULTS The on-chip immunoassay reported here included a forward assay, in which a ligand is immobilized on the biochip surface and allowed to interact with its free specific receptor in liquid phase, and a reverse assay, in which a receptor is loaded on the biochip surface and combined with its free specific ligand in solution. The specificity of the molecular interactions on the biochip was evaluated using immunological blocking assays and chemiluminescent immunoassays (CLIA). Hemophagocytic lymphohistiocytosis (HLH) serum was used to test the potential utilization of the biochip. Reverse receptor CD25-based interleukin (IL)-2 and forward ligand IL-2-based CD25 assays revealed that the limit of detection of the target proteins was as low as 156 and 78 pg/ml, respectively. Using receptor- or ligand-based platforms, we found that the positive rates of free IL-2 and soluble CD25 (sCD25) monomers in the sera of HLH patients were 14.3% and 71.4%, respectively. In addition, the biochip showed good compatibility with CLIA for the measurement of sCD25 (r = 0.77, p < 0.01). CONCLUSIONS AND IMPLICATIONS Biochip platforms, such as on-chip immunoprecipitation (IP), can be used to evaluate the interactions between proteins, ligands, and receptors, or enzymes and substrates in serum.
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Affiliation(s)
- Qian Liu
- Department of Pathology, School of Basic Medicine, Anhui Medical University, Hefei, P.R. China.,Department of Pathology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, P.R. China
| | - Lei Ye
- Department of Neurosurgery, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
| | - Song-Guo Li
- Department of Pathology, School of Basic Medicine, Anhui Medical University, Hefei, P.R. China
| | - Yi Gao
- Department of Pathology, School of Basic Medicine, Anhui Medical University, Hefei, P.R. China
| | - Sheng-Sheng Liu
- Department of Pathology, School of Basic Medicine, Anhui Medical University, Hefei, P.R. China
| | - Biao Liu
- Department of Pathology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, P.R. China
| | - Xiao-Xue Li
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Wei-Dong Du
- Department of Pathology, School of Basic Medicine, Anhui Medical University, Hefei, P.R. China
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Dong Y, Zhou G, Cao W, Xu X, Zhang Y, Ji Z, Yang J, Chen J, Liu M, Fan Y, Kong J, Wen S, Li B, Yue P, Liu A, Bao F. Global seroprevalence and sociodemographic characteristics of Borrelia burgdorferi sensu lato in human populations: a systematic review and meta-analysis. BMJ Glob Health 2022; 7:bmjgh-2021-007744. [PMID: 35697507 PMCID: PMC9185477 DOI: 10.1136/bmjgh-2021-007744] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 02/16/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction Borrelia burgdorferi sensu lato (Bb) infection, the most frequent tick-transmitted disease, is distributed worldwide. This study aimed to describe the global seroprevalence and sociodemographic characteristics of Bb in human populations. Methods We searched PubMed, Embase, Web of Science and other sources for relevant studies of all study designs through 30 December 2021 with the following keywords: ‘Borrelia burgdorferi sensu lato’ AND ‘infection rate’; and observational studies were included if the results of human Bb antibody seroprevalence surveys were reported, the laboratory serological detection method reported and be published in a peer-reviewed journal. We screened titles/abstracts and full texts of papers and appraised the risk of bias using the Cochrane Collaboration-endorsed Newcastle-Ottawa Quality Assessment Scale. Data were synthesised narratively, stratified by different types of outcomes. We also conducted random effects meta-analysis where we had a minimum of two studies with 95% CIs reported. The study protocol has been registered with PROSPERO (CRD42021261362). Results Of 4196 studies, 137 were eligible for full-text screening, and 89 (158 287 individuals) were included in meta-analyses. The reported estimated global Bb seroprevalence was 14.5% (95% CI 12.8% to 16.3%), and the top three regions of Bb seroprevalence were Central Europe (20.7%, 95% CI 13.8% to 28.6%), Eastern Asia (15.9%, 95% CI 6.6% to 28.3%) and Western Europe (13.5%, 95% CI 9.5% to 18.0%). Meta-regression analysis showed that after eliminating confounding risk factors, the methods lacked western blotting (WB) confirmation and increased the risk of false-positive Bb antibody detection compared with the methods using WB confirmation (OR 1.9, 95% CI 1.6 to 2.2). Other factors associated with Bb seropositivity include age ≥50 years (12.6%, 95% CI 8.0% to 18.1%), men (7.8%, 95% CI 4.6% to 11.9%), residence of rural area (8.4%, 95% CI 5.0% to 12.6%) and suffering tick bites (18.8%, 95% CI 10.1% to 29.4%). Conclusion The reported estimated global Bb seropositivity is relatively high, with the top three regions as Central Europe, Western Europe and Eastern Asia. Using the WB to confirm Bb serological results could significantly improve the accuracy. More studies are needed to improve the accuracy of global Lyme borreliosis burden estimates. PROSPERO registration number CRD42021261362.
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Affiliation(s)
- Yan Dong
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Guozhong Zhou
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Wenjing Cao
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Xin Xu
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Yu Zhang
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Zhenhua Ji
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Jiaru Yang
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Jingjing Chen
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Meixiao Liu
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Yuxin Fan
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Jing Kong
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Shiyuan Wen
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Bingxue Li
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China.,Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China
| | - Peng Yue
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China
| | - Aihua Liu
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China .,Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China
| | - Fukai Bao
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, China .,Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming Medical University, Kunming, China
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Porwancher R, Landsberg L. Optimizing use of multi-antibody assays for Lyme disease diagnosis: A bioinformatic approach. PLoS One 2021; 16:e0253514. [PMID: 34499659 PMCID: PMC8428682 DOI: 10.1371/journal.pone.0253514] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 06/07/2021] [Indexed: 11/25/2022] Open
Abstract
Multiple different recombinant and peptide antigens are now available for serodiagnosis of Lyme disease (LD), but optimizing test utilization remains challenging. Since 1995 the Centers for Disease Control and Prevention (CDC) has recommended a 2-tiered serologic approach consisting of a first-tier whole-cell enzyme immunoassay (EIA) for polyvalent antibodies to Borrelia burgdorferi followed by confirmation of positive or equivocal results by IgG and IgM immunoblots [standard 2-tiered (STT) approach]. Newer modified 2-tiered (MTT) approaches employ a second-tier EIA to detect antibodies to B. burgdorferi rather than immunoblotting. We applied modern bioinformatic techniques to a large public database of recombinant and peptide antigen-based immunoassays to improve testing strategy. A retrospective CDC collection of 280 LD samples and 559 controls had been tested using the STT approach as well as kinetic-EIAs for VlsE1-IgG, C6-IgG, VlsE1-IgM, and pepC10-IgM antibodies. When used individually, the cutoff for each kinetic-EIA was set to generate 99% specificity. Utilizing logistic-likelihood regression analysis and receiver operating characteristic (ROC) techniques we determined that VlsE1-IgG, C6-IgG, and pepC10-IgM antibodies each contributed significant diagnostic information; a single-tier diagnostic score (DS) was generated for each sample using a weighted linear combination of antibody levels to these 3 antigens. DS performance was then compared to the STT and to MTT models employing different combinations of kinetic-EIAs. After setting the DS cutoff to match STT specificity (99%), the DS was 22.5% more sensitive than the STT for early-acute-phase disease (95% CI: 11.8% to 32.2%), 16.0% more sensitive for early-convalescent-phase disease (95% CI: 7.2% to 24.7%), and equivalent for detection of disseminated infection. The DS was also significantly more sensitive for early-acute-phase LD than MTT models whose specificity met or exceeded 99%. Prospective validation of this single-tier diagnostic score for Lyme disease will require larger studies using a broader range of potential cross-reacting conditions.
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Affiliation(s)
- Richard Porwancher
- Division of Infectious Diseases, Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, United States of America
- Infectious Disease Consultants, PC, Mercerville, New Jersey, United States of America
| | - Lisa Landsberg
- Clinical Research Operations & Regulatory Affairs, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania, United States of America
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Flynn C, Ignaszak A. Lyme Disease Biosensors: A Potential Solution to a Diagnostic Dilemma. BIOSENSORS 2020; 10:E137. [PMID: 32998254 PMCID: PMC7601730 DOI: 10.3390/bios10100137] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 09/24/2020] [Accepted: 09/27/2020] [Indexed: 02/06/2023]
Abstract
Over the past four decades, Lyme disease has remained a virulent and pervasive illness, persisting throughout North America and many other regions of the world. Recent increases in illness in many countries has sparked a renewed interest in improved Lyme diagnostics. While current standards of diagnosis are acceptable for the late stages of the disease, it remains difficult to accurately diagnose early forms of the illness. In addition, current diagnostic methods tend to be relatively expensive and require a large degree of laboratory-based analysis. Biosensors represent the fusion of biological materials with chemical techniques to provide simple, inexpensive alternatives to traditional diagnostic methods. Lyme disease biosensors have the potential to better diagnose early stages of the illness and provide possible patients with an inexpensive, commercially available test. This review examines the current state of Lyme disease biosensing, with a focus on previous biosensor development and essential future considerations.
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Affiliation(s)
- Connor Flynn
- Department of Chemistry, University of New Brunswick, Fredericton, NB E3B 5A3, Canada;
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Affiliation(s)
- Abby Jones
- Department of Chemistry, University of Connecticut, 55 North Eagleville Road, Storrs, Connecticut 06269, United States
| | - Lasangi Dhanapala
- Department of Chemistry, University of Connecticut, 55 North Eagleville Road, Storrs, Connecticut 06269, United States
| | - Rumasha N. T. Kankanamage
- Department of Chemistry, University of Connecticut, 55 North Eagleville Road, Storrs, Connecticut 06269, United States
| | - Challa V. Kumar
- Department of Chemistry, University of Connecticut, 55 North Eagleville Road, Storrs, Connecticut 06269, United States
- Institute of Materials Science, University of Connecticut, 97 North Eagleville Road, Storrs, Connecticut 06269, United States
| | - James F. Rusling
- Department of Chemistry, University of Connecticut, 55 North Eagleville Road, Storrs, Connecticut 06269, United States
- Institute of Materials Science, University of Connecticut, 97 North Eagleville Road, Storrs, Connecticut 06269, United States
- Department of Surgery and Neag Cancer Center, University of Connecticut Health Center, Farmington, Connecticut 06232, United States
- School of Chemistry, National University of Ireland Galway, University Road, Galway, Ireland H91 TK33
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Lv H, Ye L, Liu Q, Li SG, Li T, Huang NL, Gao Y, Fan LB, Du WD. S-S-PEG-COOH Self-Assembled Monolayer on Gold Surface Enabled a Combined Assay for Serological EBV Antibody Isotypes. Proteomics Clin Appl 2018; 13:e1800067. [PMID: 30311429 DOI: 10.1002/prca.201800067] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 09/13/2018] [Indexed: 11/09/2022]
Abstract
PURPOSE Epstein-Barr virus (EBV) is a ubiquitous human gamma herpes virus that infects human epithelial cells and B lymphocytes. It would be potentially valuable to develop novel combined assays to benefit screening for large panels of samples of EBV infectious diseases. EXPERIMENTAL DESIGN A simple antigen-probed biochip that is modified with S-S-PEG-COOH and is used as a label-free high-throughput screening method for a combined detection of EBV capsid antigen IgM antibody, capsid antigen IgG antibody, and nuclear antigen IgG antibody. RESULTS This protein biochip has similar feasibility, sensitivity, and specificity in comparison with Liaison chemiluminescent immunoassay (CLIA). Detection limit of the EBV antibodies by the biochip is almost identical to that by CLIA-L (2.91 U mL-1 vs 3.00 U mL-1 for EBNA-1 IgG, 8 U mL-1 vs10 U mL-1 for EBV-VCA IgG, and 3.5 U mL-1 vs 10 U mL-1 for EBV-VCA IgM). Tests of the three serological antibodies against EBV by the biochip are consistent with the CLIA-L method in 274 clinical sera, respectively. Finally, the combined biochip is successfully utilized for diagnostic identification of EBV infection in 14 patients with infectious mononucleosis (IM) and 25 patients with systemic lupus erythematosus SLE, as well as additional 10 known real-time PCR positive patients. CONCLUSIONS AND CLINICAL RELEVANCE This biochip format will enable concurrent detection of antibodies against EBV infection and confirm infection status of EBV. It will be a versatile tool for large-scale epidemiological screening in view of its miniaturization and high throughput.
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Affiliation(s)
- Hui Lv
- Department of Biology, School of Life Sciences, Anhui Medical University, Hefei, 230032, China
| | - Lei Ye
- Department of Pathology, Anhui Medical University, Hefei, 230032, China
| | - Qian Liu
- Department of Pathology, Anhui Medical University, Hefei, 230032, China
| | - Song-Guo Li
- Department of Pathology, Anhui Medical University, Hefei, 230032, China
| | - Tao Li
- Department of Clinical Laboratory, The First Affiliated Hospital, Anhui Medical University, Hefei, 230022, China
| | - Na-Li Huang
- Department of Biology, School of Life Sciences, Anhui Medical University, Hefei, 230032, China
| | - Yi Gao
- Department of Pathology, Anhui Medical University, Hefei, 230032, China
| | - Li-Bin Fan
- Department of Biology, School of Life Sciences, Anhui Medical University, Hefei, 230032, China
| | - Wei-Dong Du
- Department of Pathology, Anhui Medical University, Hefei, 230032, China
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Liu Q, Liu SS, Li SG, Gao Y, Ye L, Johnson GOR, Song ZJ, Du WD. Establishment of a protein biochip to detect serum IgG antibodies against IL-2 and soluble CD25 in hemophagocytic lymphohistiocytosis. Clin Chim Acta 2018; 487:256-263. [PMID: 30292629 DOI: 10.1016/j.cca.2018.10.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 09/22/2018] [Accepted: 10/03/2018] [Indexed: 01/03/2023]
Abstract
BACKGROUND Interleukin-2 (IL-2) and soluble CD25 (sCD25) are among the most important cytokines and diagnostic biomarkers in hemophagocytic lymphohistiocytosis (HLH). Detecting serum level of IL-2 and sCD25 is valuable for making clinical diagnosis and treatment decision in HLH. METHODS Since tests showing serum IgG antibody against IL-2 or sCD25 have never been carried out, a new protein biochip, which was modified with cysteine and activated sophorolipid (Cys-SL), was developed. RESULTS Limits of detection on the biochip were 78 pg/ml for IL-2 and 39 pg/ml for sCD25, respectively. The data showed that on-chip seroimmunological responses to IL-2 and sCD25 proteins were 20.8% and 83.1% and the seroprevalence of IL-2 and sCD25 IgG antibodies were 45.5% and 57.2%, respectively. Data collection for the seroprevalence of serum antigen-antibody complex of sCD25 was 68.8%. The new biochip model shared similar sensitivity and specificity to chemiluminescent immunoassay (CLIA) in its measuring capacity of serum sCD25. CONCLUSIONS We addressed and confirmed the involvement of serum IgG antibodies against IL-2 and sCD25 as well as Ag-Ab complex of sCD25 in HLH patients. Therefore, this biochip platform would offer a new technological substitution for clinical serological diagnosis of HLH.
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Affiliation(s)
- Qian Liu
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China
| | - Sheng-Sheng Liu
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China
| | - Song-Guo Li
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China
| | - Yi Gao
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China
| | - Lei Ye
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China
| | | | - Zi-Jian Song
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China
| | - Wei-Dong Du
- Department of Pathology, School of Basic Medicine, Anhui Medical University, PR China.
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Abstract
Lyme disease (LD) is the most common tick-borne disease in the Northern Hemisphere. As the most prevalent vector-borne disease in the USA, LD affects 300,000 human cases each year. LD is caused by inoculation of the bacterial spirochete, Borrelia burgdorferi sensu lato, from an infected tick. If not treated quickly and completely, the bacteria disseminate from the tick's biting site into multiple organs including the joints, heart, and brain. Thus, the best outcome from medical intervention can be expected with early detection and treatment with antibiotics, prior to multi-organ dissemination. In the absence of a characteristic rash, LD is diagnosed using serological testing involving enzyme-linked immunosorbent assay (ELISA) followed by western blotting, which is collectively known as the two-tier algorithm. These assays detect host antibodies against the bacteria, but are hampered by low sensitivity, which can miss early LD cases. This review discusses the application of some current assays for diagnosing LD clinically, thus providing a foundation for exploring newer techniques being developed in the laboratory for more sensitive detection of early LD.
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Affiliation(s)
- Eunice Chou
- Vassar College in Poughkeepsie, NY SUNY Downstate Medical School and SUNY Polytechnic Institute
| | - Yi-Pin Lin
- University in Ithaca, NY and postdoctoral training from Tufts University in Boston, MA
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