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Tokarz R, Guo C, Sanchez-Vicente S, Horn E, Eschman A, Turk SP, Lipkin WI, Marques A. Identification of reactive Borrelia burgdorferi peptides associated with Lyme disease. mBio 2024; 15:e0236024. [PMID: 39248571 PMCID: PMC11481556 DOI: 10.1128/mbio.02360-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 08/21/2024] [Indexed: 09/10/2024] Open
Abstract
Borrelia burgdorferi, the agent of Lyme disease, is estimated to cause >400,000 annual infections in the United States. Serology is the primary laboratory method to support the diagnosis of Lyme disease, but current methods have intrinsic limitations that require alternative approaches or targets. We used a high-density peptide array that contains >90,000 short overlapping peptides to catalog immunoreactive linear epitopes from >60 primary antigens of B. burgdorferi. We then pursued a machine learning approach to identify immunoreactive peptide panels that provide optimal Lyme disease serodiagnosis and can differentiate antibody responses at various stages of disease. We examined 226 serum samples from the Lyme Biobank and the National Institutes of Health, which included sera from 110 individuals diagnosed with Lyme disease, 31 probable cases from symptomatic individuals, and 85 healthy controls. Cases were grouped based on disease stage and presentation and included individuals with early localized, early disseminated, and late Lyme disease. We identified a peptide panel originating from 14 different epitopes that differentiated cases versus controls, whereas another peptide panel built from 12 unique epitopes differentiated subjects with various disease manifestations. Our method demonstrated an improvement in B. burgdorferi antibody detection over the current two-tiered testing approach and confirmed the key diagnostic role of VlsE and FlaB antigens at all stages of Lyme disease. We also uncovered epitopes that triggered a temporal antibody response that was useful for differentiation of early and late disease. Our findings can be used to streamline serologic targets and improve antibody-based diagnosis of Lyme disease. IMPORTANCE Serology is the primary method of Lyme disease diagnosis, but this approach has limitations, particularly early in disease. Currently employed antibody detection assays can be improved by the identification of alternative immunodominant epitopes and the selection of optimal diagnostic targets. We employed high-density peptide arrays that enabled precise epitope mapping for a wide range of B. burgdorferi antigens. In combination with machine learning, this approach facilitated the selection of serologic targets early in disease and the identification of serological indicators associated with different manifestations of Lyme disease. This study provides insights into differential antibody responses during infection and outlines a new approach for improved serologic diagnosis of Lyme disease.
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Affiliation(s)
- Rafal Tokarz
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Cheng Guo
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Santiago Sanchez-Vicente
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USA
| | | | - Aleah Eschman
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Siu Ping Turk
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - W. Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Adriana Marques
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
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Nik Kamarudin NAA, Mawang CI, Ahamad M. Direct Detection of Lyme Borrelia: Recent Advancement and Use of Aptamer Technology. Biomedicines 2023; 11:2818. [PMID: 37893191 PMCID: PMC10604176 DOI: 10.3390/biomedicines11102818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 09/20/2023] [Accepted: 09/22/2023] [Indexed: 10/29/2023] Open
Abstract
Borrelia burgdorferi sensu lato (B. burgdorferi s.l.), which is predominantly spread by ticks, is the cause of Lyme disease (LD), also known as Lyme borreliosis, one of the zoonotic diseases affecting people. In recent years, LD has become more prevalent worldwide, even in countries with no prior records. Currently, Lyme Borrelia detection is achieved through nucleic acid amplification, antigen detection, microscopy, and in vitro culture. Nevertheless, these methods lack sensitivity in the early phase of the disease and, thus, are unable to confirm active infection. This review briefly discusses the existing direct detection methods of LD. Furthermore, this review also introduces the use of aptamer technology integrated with biosensor platforms to detect the Borrelia antigen. This aptamer technology could be explored using other biosensor platforms targeting whole Borrelia cells or specific molecules to enhance Borrelia detection in the future.
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Affiliation(s)
- Nik Abdul Aziz Nik Kamarudin
- Acarology Unit, Infectious Disease Research Center, Institute for Medical Research, National Institutes of Health, Ministry of Health Malaysia, Setia Alam 40170, Malaysia; (C.I.M.); (M.A.)
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Guérin M, Shawky M, Zedan A, Octave S, Avalle B, Maffucci I, Padiolleau-Lefèvre S. Lyme borreliosis diagnosis: state of the art of improvements and innovations. BMC Microbiol 2023; 23:204. [PMID: 37528399 PMCID: PMC10392007 DOI: 10.1186/s12866-023-02935-5] [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: 03/20/2023] [Accepted: 07/04/2023] [Indexed: 08/03/2023] Open
Abstract
With almost 700 000 estimated cases each year in the United States and Europe, Lyme borreliosis (LB), also called Lyme disease, is the most common tick-borne illness in the world. Transmitted by ticks of the genus Ixodes and caused by bacteria Borrelia burgdorferi sensu lato, LB occurs with various symptoms, such as erythema migrans, which is characteristic, whereas others involve blurred clinical features such as fatigue, headaches, arthralgia, and myalgia. The diagnosis of Lyme borreliosis, based on a standard two-tiered serology, is the subject of many debates and controversies, since it relies on an indirect approach which suffers from a low sensitivity depending on the stage of the disease. Above all, early detection of the disease raises some issues. Inappropriate diagnosis of Lyme borreliosis leads to therapeutic wandering, inducing potential chronic infection with a strong antibody response that fails to clear the infection. Early and proper detection of Lyme disease is essential to propose an adequate treatment to patients and avoid the persistence of the pathogen. This review presents the available tests, with an emphasis on the improvements of the current diagnosis, the innovative methods and ideas which, ultimately, will allow more precise detection of LB.
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Affiliation(s)
- Mickaël Guérin
- Unité de Génie Enzymatique Et Cellulaire (GEC), CNRS UMR 7025, Université de Technologie de Compiègne, 60203, Compiègne, France
| | - Marc Shawky
- Connaissance Organisation Et Systèmes TECHniques (COSTECH), EA 2223, Université de Technologie de Compiègne, 60203, Compiègne, France
| | - Ahed Zedan
- Polyclinique Saint Côme, 7 Rue Jean Jacques Bernard, 60204, Compiègne, France
| | - Stéphane Octave
- Unité de Génie Enzymatique Et Cellulaire (GEC), CNRS UMR 7025, Université de Technologie de Compiègne, 60203, Compiègne, France
| | - Bérangère Avalle
- Unité de Génie Enzymatique Et Cellulaire (GEC), CNRS UMR 7025, Université de Technologie de Compiègne, 60203, Compiègne, France
| | - Irene Maffucci
- Unité de Génie Enzymatique Et Cellulaire (GEC), CNRS UMR 7025, Université de Technologie de Compiègne, 60203, Compiègne, France
| | - Séverine Padiolleau-Lefèvre
- Unité de Génie Enzymatique Et Cellulaire (GEC), CNRS UMR 7025, Université de Technologie de Compiègne, 60203, Compiègne, France.
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Bhadra S, Esteve-Gasent MD, Ellington AD. Analysis of macerated ticks using Boolean logic gating colorimetric isothermal nucleic acid assays for Lyme Borrelia and Ixodes scapularis ticks. Sci Rep 2023; 13:11439. [PMID: 37454160 PMCID: PMC10349842 DOI: 10.1038/s41598-023-38452-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 07/08/2023] [Indexed: 07/18/2023] Open
Abstract
Lyme disease, one of the most common tickborne diseases, has been rapidly spreading in parallel with the expansion of the range of its tick vector. Better tick surveillance efforts are needed to accurately estimate disease risk and to guide public health and clinical management. We have developed two multiplex loop-mediated isothermal amplification (LAMP) reactions coupled with oligonucleotide strand displacement (OSD) probes to identify the tick host, Ixodes scapularis, and the Lyme disease pathogen, Borrelia burgdorferi, they carry. In each multiplex LAMP-OSD assay the co-presence of two target sequences is computed at the DNA level by linking the two corresponding amplicons and detecting the co-product on colorimetric lateral flow dipsticks. In tests with synthetic DNA, the co-presence of as few as four copies of input DNA could be detected, without producing spurious signals. Most importantly, though, the LAMP-OSD assay is amenable to being carried out directly with macerated tick samples, without any sample preparation. In such field conditions, assays performed robustly and demonstrated 97-100% sensitivity and 100% specificity with both field-collected and lab-raised artificially infected ticks. Such easy-to-use, arthropod and pathogen-specific assays would be well suited to field and near patient use without relying on complex instrumentation or infrastructure.
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Affiliation(s)
- Sanchita Bhadra
- Department of Molecular Biosciences, College of Natural Sciences, The University of Texas at Austin, Austin, TX, USA.
- Center for Systems and Synthetic Biology, The University of Texas at Austin, Austin, TX, USA.
| | - Maria D Esteve-Gasent
- Department of Veterinary Pathobiology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Andrew D Ellington
- Department of Molecular Biosciences, College of Natural Sciences, The University of Texas at Austin, Austin, TX, USA.
- Center for Systems and Synthetic Biology, The University of Texas at Austin, Austin, TX, USA.
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Kim S, Samanta K, Nguyen BT, Mata-Robles S, Richer L, Yoon JY, Gomes-Solecki M. A portable immunosensor provides sensitive and rapid detection of Borrelia burgdorferi antigen in spiked blood. Sci Rep 2023; 13:7546. [PMID: 37161039 PMCID: PMC10170079 DOI: 10.1038/s41598-023-34108-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 04/24/2023] [Indexed: 05/11/2023] Open
Abstract
There are no assays for detecting B. burgdorferi antigen in blood of infected Lyme disease individuals. Here, we provide proof-of-principle evidence that we can quantify B. burgdorferi antigen in spiked blood using a portable smartphone-based fluorescence microscope that measures immunoagglutination on a paper microfluidic chip. We targeted B. burgdorferi OspA to develop a working prototype and added examples of two antigens (OspC and VlsE) that have diagnostic value for discrimination of Lyme disease stage. Using an extensively validated monoclonal antibody to OspA (LA-2), detection of OspA antigen had a broad linear range up to 100 pg/mL in 1% blood and the limit of detection (LOD) was 100 fg/mL (= 10 pg/mL in undiluted blood), which was 1000 times lower than our target of 10 ng/mL. Analysis of the two other targets was done using polyclonal and monoclonal antibodies. OspC antigen was detected at LOD 100 pg/mL (= 10 ng/mL of undiluted blood) and VlsE antigen was detected at LOD 1-10 pg/mL (= 0.1-1 ng/mL of undiluted blood). The method is accurate and was performed in 20 min from sample to answer. When optimized for detecting several B. burgdorferi antigens, this assay may differentiate active from past infections and facilitate diagnosis of Lyme disease in the initial weeks of infection, when antibody presence is typically below the threshold to be detected by serologic methods.
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Affiliation(s)
- Sangsik Kim
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | - Kamalika Samanta
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
- Merck & Co., West Point, PA, 19486, USA
- Immuno Technologies, Inc, Memphis, TN, 38103, USA
| | - Brandon T Nguyen
- College of Medicine, The University of Arizona, Tucson, AZ, 85724, USA
| | - Samantha Mata-Robles
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | - Luciana Richer
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
- Immuno Technologies, Inc, Memphis, TN, 38103, USA
- US Biologic, Inc, Memphis, TN, 38103, USA
| | - Jeong-Yeol Yoon
- Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, 85721, USA.
| | - Maria Gomes-Solecki
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN, 38163, USA.
- Immuno Technologies, Inc, Memphis, TN, 38103, USA.
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Senger RS, Sayed Issa A, Agnor B, Talty J, Hollis A, Robertson JL. Disease-Associated Multimolecular Signature in the Urine of Patients with Lyme Disease Detected Using Raman Spectroscopy and Chemometrics. APPLIED SPECTROSCOPY 2022; 76:284-299. [PMID: 35102746 DOI: 10.1177/00037028211061769] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
A urine-based screening technique for Lyme disease (LD) was developed in this research. The screen is based on Raman spectroscopy, iterative smoothing-splines with root error adjustment (ISREA) spectral baselining, and chemometric analysis using Rametrix software. Raman spectra of urine from 30 patients with positive serologic tests (including the US Centers for Disease Control [CDC] two-tier standard) for LD were compared against subsets of our database of urine spectra from 235 healthy human volunteers, 362 end-stage kidney disease (ESKD) patients, and 17 patients with active or remissive bladder cancer (BCA). We found statistical differences (p < 0.001) between urine scans of healthy volunteers and LD-positive patients. We also found a unique LD molecular signature in urine involving 112 Raman shifts (31 major Raman shifts) with significant differences from urine of healthy individuals. We were able to distinguish the LD molecular signature as statistically different (p < 0.001) from the molecular signatures of ESKD and BCA. When comparing LD-positive patients against healthy volunteers, the Rametrix-based urine screen performed with 86.7% for overall accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), respectively. When considering patients with ESKD and BCA in the LD-negative group, these values were 88.7% (accuracy), 83.3% (sensitivity), 91.0% (specificity), 80.7% (PPV), and 92.4% (NPV). Additional advantages to the Raman-based urine screen include that it is rapid (minutes per analysis), is minimally invasive, requires no chemical labeling, uses a low-profile, off-the-shelf spectrometer, and is inexpensive relative to other available LD tests.
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Affiliation(s)
- Ryan S Senger
- Department of Biological Systems Engineering, 1757Virginia Tech, Blacksburg, Virginia, USA
- DialySensors Inc., Blacksburg, Virginia, USA
| | | | - Ben Agnor
- Department of Biological Systems Engineering, 1757Virginia Tech, Blacksburg, Virginia, USA
| | - Janine Talty
- Neuromusculoskeletal Medicine & OMM, Roanoke, Virginia, USA
| | | | - John L Robertson
- DialySensors Inc., Blacksburg, Virginia, USA
- Department of Biomedical Engineering and Mechanics, 1757Virginia Tech, Blacksburg, Virginia, USA
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7
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Xu W, Xu N, Zhang M, Wang Y, Ling G, Yuan Y, Zhang P. Nanotraps based on multifunctional materials for trapping and enrichment. Acta Biomater 2022; 138:57-72. [PMID: 34492372 DOI: 10.1016/j.actbio.2021.08.047] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 08/24/2021] [Accepted: 08/27/2021] [Indexed: 12/23/2022]
Abstract
Many biomarkers for early diagnosis of cancer and other diseases are difficult to detect because they often exist in body fluids in very low concentrations and are masked by high-abundance proteins such as albumin and immunoglobulins. At the same time, water pollution is one of the most serious environmental problems, but the existing adsorption materials have many shortcomings such as slow kinetics, small adsorption capacity and low adsorption efficiency. Nanotraps, mixed with gases or liquids, can capture and concentrate target substances, such as biomolecules, metal ions and oxoanions. Using nanotraps is a versatile sample pre-processing approach and it can improve the sensitivity of downstream analysis techniques. Herein, the preparations and applications of different types of nanotraps are mainly introduced. What's more, the shortcomings of using nanotraps in practical applications are also discussed. Using nanotraps is a promising sample pre-processing technology, which is of great significance for biomarkers discovery, diseases diagnosis, sewage purification and valuable ions recovery. STATEMENT OF SIGNIFICANCE: This review collates and summarizes the preparations and applications of different types of nanotraps, and discusses the shortcomings of using nanotraps in practical applications. Nanotraps, mixed with gases or liquids, can capture and concentrate target materials, such as biomolecules, metal ions and oxoanions. Using nanotraps is a versatile sample pre-processing approach and it can improve the sensitivity of downstream analysis techniques. During the COVID-19 pandemic, hydrogel nanotraps were successfully utilized for RT-PCR analysis with the FDA Emergency Used Authorization for COVID-19. Using nanotraps is a promising sample pre-processing technology, which is of great significance for biomarkers discovery, diseases diagnosis, sewage purification and valuable ions recovery.
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Affiliation(s)
- Wenxin Xu
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China
| | - Na Xu
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China
| | - Manyue Zhang
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China
| | - Yan Wang
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China
| | - Guixia Ling
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China.
| | - Yue Yuan
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China.
| | - Peng Zhang
- Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang 110016, China.
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A Comprehensive Examination of Severely Ill ME/CFS Patients. Healthcare (Basel) 2021; 9:healthcare9101290. [PMID: 34682970 PMCID: PMC8535418 DOI: 10.3390/healthcare9101290] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/20/2021] [Accepted: 09/22/2021] [Indexed: 12/13/2022] Open
Abstract
One in four myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) patients are estimated to be severely affected by the disease, and these house-bound or bedbound patients are currently understudied. Here, we report a comprehensive examination of the symptoms and clinical laboratory tests of a cohort of severely ill patients and healthy controls. The greatly reduced quality of life of the patients was negatively correlated with clinical depression. The most troublesome symptoms included fatigue (85%), pain (65%), cognitive impairment (50%), orthostatic intolerance (45%), sleep disturbance (35%), post-exertional malaise (30%), and neurosensory disturbance (30%). Sleep profiles and cognitive tests revealed distinctive impairments. Lower morning cortisol level and alterations in its diurnal rhythm were observed in the patients, and antibody and antigen measurements showed no evidence for acute infections by common viral or bacterial pathogens. These results highlight the urgent need of developing molecular diagnostic tests for ME/CFS. In addition, there was a striking similarity in symptoms between long COVID and ME/CFS, suggesting that studies on the mechanism and treatment of ME/CFS may help prevent and treat long COVID and vice versa.
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Dolange V, Simon S, Morel N. Detection of Borrelia burgdorferi antigens in tissues and plasma during early infection in a mouse model. Sci Rep 2021; 11:17368. [PMID: 34462491 PMCID: PMC8405660 DOI: 10.1038/s41598-021-96861-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 08/03/2021] [Indexed: 11/10/2022] Open
Abstract
Borrelia burgdorferi is the causative agent of Lyme borreliosis, which is the most common tick-borne human disease in Europe and North America. Currently, the diagnosis of Lyme borreliosis is based on serological tests allowing indirect detection of anti-Borrelia antibodies produced by patients. Their main drawback is a lack of sensitivity in the early phase of disease and an incapacity to prove an active infection. Direct diagnostic tests are clearly needed. The objectives of this study were to produce tools allowing sensitive detection of potential circulating Borrelia antigens and to evaluate them in a mouse model. We focused on two potential early bacterial makers, the highly variable OspC protein and the conserved protein FlaB. High-affinity monoclonal antibodies were produced and used to establish various immunoassays and western blot detection. A very good limit of detection for OspC as low as 17 pg/mL of sample was achieved with SPIE-IA. In infected mice, we were able to measure OspC in plasma with a mean value of 10 ng/mL at 7 days post-inoculation. This result suggests that OspC could be a good blood marker for diagnosis of Lyme borreliosis and that the tools developed during this study could be very useful.
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Affiliation(s)
- Victoria Dolange
- Paris-Saclay University, CEA, INRAE, Medicines and Healthcare Technologies Department (DMTS), SPI, 91191, Gif-sur-Yvette, France
| | - Stéphanie Simon
- Paris-Saclay University, CEA, INRAE, Medicines and Healthcare Technologies Department (DMTS), SPI, 91191, Gif-sur-Yvette, France
| | - Nathalie Morel
- Paris-Saclay University, CEA, INRAE, Medicines and Healthcare Technologies Department (DMTS), SPI, 91191, Gif-sur-Yvette, France.
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Bobe JR, Jutras BL, Horn EJ, Embers ME, Bailey A, Moritz RL, Zhang Y, Soloski MJ, Ostfeld RS, Marconi RT, Aucott J, Ma'ayan A, Keesing F, Lewis K, Ben Mamoun C, Rebman AW, McClune ME, Breitschwerdt EB, Reddy PJ, Maggi R, Yang F, Nemser B, Ozcan A, Garner O, Di Carlo D, Ballard Z, Joung HA, Garcia-Romeu A, Griffiths RR, Baumgarth N, Fallon BA. Recent Progress in Lyme Disease and Remaining Challenges. Front Med (Lausanne) 2021; 8:666554. [PMID: 34485323 PMCID: PMC8416313 DOI: 10.3389/fmed.2021.666554] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 07/12/2021] [Indexed: 12/14/2022] Open
Abstract
Lyme disease (also known as Lyme borreliosis) is the most common vector-borne disease in the United States with an estimated 476,000 cases per year. While historically, the long-term impact of Lyme disease on patients has been controversial, mounting evidence supports the idea that a substantial number of patients experience persistent symptoms following treatment. The research community has largely lacked the necessary funding to properly advance the scientific and clinical understanding of the disease, or to develop and evaluate innovative approaches for prevention, diagnosis, and treatment. Given the many outstanding questions raised into the diagnosis, clinical presentation and treatment of Lyme disease, and the underlying molecular mechanisms that trigger persistent disease, there is an urgent need for more support. This review article summarizes progress over the past 5 years in our understanding of Lyme and tick-borne diseases in the United States and highlights remaining challenges.
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Affiliation(s)
- Jason R. Bobe
- Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Brandon L. Jutras
- Department of Biochemistry, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA, United States
| | | | - Monica E. Embers
- Tulane University Health Sciences, New Orleans, LA, United States
| | - Allison Bailey
- Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | | | - Ying Zhang
- State Key Laboratory for the Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Mark J. Soloski
- Division of Rheumatology, Department of Medicine, Lyme Disease Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | | | - Richard T. Marconi
- Department of Microbiology and Immunology, Virginia Commonwealth University Medical Center, Richmond, VA, United States
| | - John Aucott
- Division of Rheumatology, Department of Medicine, Lyme Disease Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Avi Ma'ayan
- Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | | | - Kim Lewis
- Department of Biology, Northeastern University, Boston, MA, United States
| | | | - Alison W. Rebman
- Division of Rheumatology, Department of Medicine, Lyme Disease Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Mecaila E. McClune
- Department of Biochemistry, Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA, United States
| | - Edward B. Breitschwerdt
- Department of Clinical Sciences, Comparative Medicine Institute, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States
| | | | - Ricardo Maggi
- Department of Clinical Sciences, Comparative Medicine Institute, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States
| | - Frank Yang
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Bennett Nemser
- Steven & Alexandra Cohen Foundation, Stamford, CT, United States
| | - Aydogan Ozcan
- University of California, Los Angeles, Los Angeles, CA, United States
| | - Omai Garner
- University of California, Los Angeles, Los Angeles, CA, United States
| | - Dino Di Carlo
- University of California, Los Angeles, Los Angeles, CA, United States
| | - Zachary Ballard
- University of California, Los Angeles, Los Angeles, CA, United States
| | - Hyou-Arm Joung
- University of California, Los Angeles, Los Angeles, CA, United States
| | - Albert Garcia-Romeu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Roland R. Griffiths
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Nicole Baumgarth
- Center for Immunology and Infectious Diseases and the Department of Pathology, Microbiology & Immunology, School of Veterinary Medicine, University of California, Davis, Davis, CA, United States
| | - Brian A. Fallon
- Columbia University Irving Medical Center, New York, NY, United States
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Ii AN, Lin SC, Lepene B, Zhou W, Kehn-Hall K, van Hoek ML. Use of magnetic nanotrap particles in capturing Yersinia pestis virulence factors, nucleic acids and bacteria. J Nanobiotechnology 2021; 19:186. [PMID: 34154629 PMCID: PMC8215484 DOI: 10.1186/s12951-021-00859-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 04/09/2021] [Indexed: 11/24/2022] Open
Abstract
Background Many pathogens, including Yersinia pestis, cannot be consistently and reliably cultured from blood. New approaches are needed to facilitate the detection of proteins, nucleic acid and microorganisms in whole blood samples to improve downstream assay performance. Detection of biomarkers in whole blood is difficult due to the presence of host proteins that obscure standard detection mechanisms. Nanotrap® particles are micron-sized hydrogel structures containing a dye molecule as the affinity bait and used to detect host biomarkers, viral nucleic acids and proteins as well as some bacterial markers. Nanotraps have been shown to bind and enrich a wide variety of biomarkers and viruses in clinically relevant matrices such as urine and plasma. Our objective was to characterize the binding ability of Nanotrap particle type CN3080 to Y. pestis bacteria, bacterial proteins and nucleic acids from whole human blood in order to potentially improve detection and diagnosis. Results CN3080 Nanotraps bind tightly to Yersinia bacteria, even after washing, and we were able to visualize the co-localized Nanotraps and bacteria by electron microscopy. These magnetic hydrogel Nanotraps were able to bind Yersinia DNA, supporting the utility of Nanotraps for enhancing nucleic acid-based detection methods. Nanotraps were capable of increasing Y. pestis nucleic acid yield by fourfold from whole human blood compared to standard nucleic acid extraction. Interestingly, we found CN3080 Nanotraps to have a high affinity for multiple components of the Yersinia type III secretion system (T3SS), including chaperone proteins, Yop effector proteins and virulence factor protein LcrV (V). Using Nanotraps as a rapid upstream sample-prep tool, we were able to detect LcrV in human blood by western blotting with minimal blood interference in contrast to direct western blotting of blood samples in which LcrV was obscured. We were able to computationally model the interaction of LcrV with the CN3080 Nanotrap dye and found that it had a low delta-G, suggesting high affinity. Importantly, Nanotraps were also able to enhance detection of secreted Yersinia proteins by mass spectrometry. Conclusion Upstream use of magnetic CN3080 Nanotrap particles may improve the downstream workflow though binding and enrichment of biomarkers and speed of processing. Utilization of Nanotrap particles can improve detection of Yersinia pestis proteins and nucleic acid from whole human blood and contribute to downstream assays and diagnostics including molecular methods such as sequencing and PCR and protein-based methods. Graphic Abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1186/s12951-021-00859-8.
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Affiliation(s)
- Alexandra N Ii
- School of Systems Biology, George Mason University, Manassas, VA, 20110, USA
| | - Shih-Chao Lin
- School of Systems Biology, George Mason University, Manassas, VA, 20110, USA.,College of Life Sciences, National Taiwan Ocean University, 2 Pei-Ning Rd, Keelung, 202301, Taiwan
| | - Benjamin Lepene
- Ceres Nanosciences, 9460 Innovation Drive, Manassas, VA, 20110, USA
| | - Weidong Zhou
- Center for Applied Proteomics and Personalized Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Kylene Kehn-Hall
- School of Systems Biology, George Mason University, Manassas, VA, 20110, USA.,Department of Biomedical Sciences and Pathobiology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Monique L van Hoek
- School of Systems Biology, George Mason University, Manassas, VA, 20110, USA.
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12
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Ramaiah GB, Tegegne A, Melese B. Developments in Nano-materials and Analysing its role in Fighting COVID-19. MATERIALS TODAY. PROCEEDINGS 2021; 47:4357-4363. [PMID: 33996513 PMCID: PMC8106907 DOI: 10.1016/j.matpr.2021.05.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 04/29/2021] [Accepted: 05/03/2021] [Indexed: 01/23/2023]
Abstract
Nanomaterials like silver, iron, ceramic, graphene carbon nanotubes, etc. These are used to develop and create multifunctional materials to fight the corona virus. This work focuses on analyzing and discussing the developments of Nano-materials and their effectiveness in fighting and preventing the spread of the corona virus. The paper also analyses the use of Nano-materials in the development of vaccines and anti-viral drugs. However, the use of carbon-based materials like carbon dots and other forms of carbon has not only helped in increasing the protection levels in human life but also provided greater security and freedom for people to carry out day-to-day activities without any fear of being infected by the virus. The application of graphene-based materials for making unique face masks and germ trap technologies is presented. Nano-compounds blended with hand sanitizers have played an active role in the control of coronavirus along with soap-based liquids that are used for handwashing. Some of the Nano-materials like gold nanoparticles are extensively used in the making of detection devices like RT-PCR, etc. The use of Nano-polymer coatings has created a safe environment for users by preventing the spread of coronavirus through surfaces. Different coating methods used for the application of nanomaterials are explained with suitable technical interpretations The anti-viral efficiency of different coatings is also discussed through surfaces. Nano-materials and contributions from the synthetic biology area have helped to develop vaccines and anti-viral drugs which are presently used to cure and prevent the spread of coronavirus infected patients. The method followed in analyzing the Nano-materials and their applications mainly focused on tracing the development and applications of Nano-materials. This analysis proves and shows that Nano-materials are playing a vital role in fighting the corona virus.
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Affiliation(s)
| | | | - Bahiru Melese
- Ethiopian Technical University, Addis Ababa, Ethiopia
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13
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Steinberg HE, Bowman NM, Diestra A, Ferradas C, Russo P, Clark DE, Zhu D, Magni R, Malaga E, Diaz M, Pinedo-Cancino V, Ramal Asayag C, Calderón M, Carruthers VB, Liotta LA, Gilman RH, Luchini A, the Toxoplasmosis working group in Peru and Bolivia. Detection of toxoplasmic encephalitis in HIV positive patients in urine with hydrogel nanoparticles. PLoS Negl Trop Dis 2021; 15:e0009199. [PMID: 33651824 PMCID: PMC7954332 DOI: 10.1371/journal.pntd.0009199] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 03/12/2021] [Accepted: 02/02/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Diagnosis of toxoplasmic encephalitis (TE) is challenging under the best clinical circumstances. The poor clinical sensitivity of quantitative polymerase chain reaction (qPCR) for Toxoplasma in blood and CSF and the limited availability of molecular diagnostics and imaging technology leaves clinicians in resource-limited settings with few options other than empiric treatment. METHOLOGY/PRINCIPLE FINDINGS Here we describe proof of concept for a novel urine diagnostics for TE using Poly-N-Isopropylacrylamide nanoparticles dyed with Reactive Blue-221 to concentrate antigens, substantially increasing the limit of detection. After nanoparticle-concentration, a standard western blotting technique with a monoclonal antibody was used for antigen detection. Limit of detection was 7.8pg/ml and 31.3pg/ml of T. gondii antigens GRA1 and SAG1, respectively. To characterize this diagnostic approach, 164 hospitalized HIV-infected patients with neurological symptoms compatible with TE were tested for 1) T. gondii serology (121/147, positive samples/total samples tested), 2) qPCR in cerebrospinal fluid (11/41), 3) qPCR in blood (10/112), and 4) urinary GRA1 (30/164) and SAG1 (12/164). GRA1 appears to be superior to SAG1 for detection of TE antigens in urine. Fifty-one HIV-infected, T. gondii seropositive but asymptomatic persons all tested negative by nanoparticle western blot and blood qPCR, suggesting the test has good specificity for TE for both GRA1 and SAG1. In a subgroup of 44 patients, urine samples were assayed with mass spectrometry parallel-reaction-monitoring (PRM) for the presence of T. gondii antigens. PRM identified antigens in 8 samples, 6 of which were concordant with the urine diagnostic. CONCLUSION/SIGNIFICANCES Our results demonstrate nanoparticle technology's potential for a noninvasive diagnostic test for TE. Moving forward, GRA1 is a promising target for antigen based diagnostics for TE.
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Affiliation(s)
- Hannah E. Steinberg
- Department of Microbiology and Immunology, University of Illinois Chicago, Chicago, Illinois, United States of America
| | - Natalie M. Bowman
- Division of Infectious Disease, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Andrea Diestra
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Cusi Ferradas
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Paul Russo
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Virginia, United States of America
| | - Daniel E. Clark
- Vanderbilt University Medical Center, Division of Cardiovascular Medicine, Nashville, Tennessee, United States of America
| | - Deanna Zhu
- Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Ruben Magni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Virginia, United States of America
| | - Edith Malaga
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Monica Diaz
- Department of Neurology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Viviana Pinedo-Cancino
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonía, Facultad de Medicina Humana, Universidad Nacional de la Amazonía Peruana, Iquitos, Peru
| | - Cesar Ramal Asayag
- Universidad Nacional de la Amazonía Peruana, Iquitos, Peru
- Department of Infectious Diseases, Hospital Regional de Loreto, Iquitos, Peru
| | - Maritza Calderón
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Vern B. Carruthers
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, United States of America
| | - Lance A. Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Virginia, United States of America
| | - Robert H. Gilman
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Virginia, United States of America
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14
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Abstract
Lyme borreliosis is caused by a growing list of related, yet distinct, spirochetes with complex biology and sophisticated immune evasion mechanisms. It may result in a range of clinical manifestations involving different organ systems, and can lead to persistent sequelae in a subset of cases. The pathogenesis of Lyme borreliosis is incompletely understood, and laboratory diagnosis, the focus of this review, requires considerable understanding to interpret the results correctly. Direct detection of the infectious agent is usually not possible or practical, necessitating a continued reliance on serologic testing. Still, some important advances have been made in the area of diagnostics, and there are many promising ideas for future assay development. This review summarizes the state of the art in laboratory diagnostics for Lyme borreliosis, provides guidance in test selection and interpretation, and highlights future directions.
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15
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Magni R, Almofee R, Yusuf S, Mueller C, Vuong N, Almosuli M, Hoang MT, Meade K, Sethi I, Mohammed N, Araujo R, McDonald TK, Marcelli P, Espina V, Kim B, Garritsen A, Green C, Russo P, Zhou W, Vaisman I, Petricoin EF, Hoadley D, Molestina RE, McIntyre H, Liotta LA, Luchini A. Evaluation of pathogen specific urinary peptides in tick-borne illnesses. Sci Rep 2020; 10:19340. [PMID: 33168903 PMCID: PMC7653918 DOI: 10.1038/s41598-020-75051-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 09/29/2020] [Indexed: 12/15/2022] Open
Abstract
Mass spectrometry enhanced by nanotechnology can achieve previously unattainable sensitivity for characterizing urinary pathogen-derived peptides. We utilized mass spectrometry enhanced by affinity hydrogel particles (analytical sensitivity = 2.5 pg/mL) to study tick pathogen-specific proteins shed in the urine of patients with (1) erythema migrans rash and acute symptoms, (2) post treatment Lyme disease syndrome (PTLDS), and (3) clinical suspicion of tick-borne illnesses (TBI). Targeted pathogens were Borrelia, Babesia, Anaplasma, Rickettsia, Ehrlichia, Bartonella, Francisella, Powassan virus, tick-borne encephalitis virus, and Colorado tick fever virus. Specificity was defined by 100% amino acid sequence identity with tick-borne pathogen proteins, evolutionary taxonomic verification for related pathogens, and no identity with human or other organisms. Using a cut off of two pathogen peptides, 9/10 acute Lyme Borreliosis patients resulted positive, while we identified zero false positive in 250 controls. Two or more pathogen peptides were identified in 40% of samples from PTLDS and TBI patients (categories 2 and 3 above, n = 59/148). Collectively, 279 distinct unique tick-borne pathogen derived peptides were identified. The number of pathogen specific peptides was directly correlated with presence or absence of symptoms reported by patients (ordinal regression pseudo-R2 = 0.392, p = 0.010). Enhanced mass spectrometry is a new tool for studying tick-borne pathogen infections.
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Affiliation(s)
- Ruben Magni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Raghad Almofee
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Sameen Yusuf
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Claudius Mueller
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Ngoc Vuong
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Mahmood Almosuli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Minh Thu Hoang
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Katherine Meade
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Ish Sethi
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Nuha Mohammed
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Robyn Araujo
- Queensland University of Technology, Brisbane, Australia
| | - Teresa Kaza McDonald
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Paul Marcelli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Virginia Espina
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | | | | | | | - Paul Russo
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Weidong Zhou
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Iosif Vaisman
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Deborah Hoadley
- New England Institute for Lyme Disease and Tick-Borne Illness, Longmeadow, USA
| | | | | | - Lance A Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, 20110, USA.
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16
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Abstract
Lyme borreliosis is the most common vectorborne disease in the northern hemisphere. It usually begins with erythema migrans; early disseminated infection particularly causes multiple erythema migrans or neurologic disease, and late manifestations predominantly include arthritis in North America, and acrodermatitis chronica atrophicans (ACA) in Europe. Diagnosis of Lyme borreliosis is based on characteristic clinical signs and symptoms, complemented by serological confirmation of infection once an antibody response has been mounted. Manifestations usually respond to appropriate antibiotic regimens, but the disease can be followed by sequelae, such as immune arthritis or residual damage to affected tissues. A subset of individuals reports persistent symptoms, including fatigue, pain, arthralgia, and neurocognitive symptoms, which in some people are severe enough to fulfil the criteria for post-treatment Lyme disease syndrome. The reported prevalence of such persistent symptoms following antimicrobial treatment varies considerably, and its pathophysiology is unclear. Persistent active infection in humans has not been identified as a cause of this syndrome, and randomized treatment trials have invariably failed to show any benefit of prolonged antibiotic treatment. For prevention of Lyme borreliosis, post-exposure prophylaxis may be indicated in specific cases, and novel vaccine strategies are under development.
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Affiliation(s)
- Bart Jan Kullberg
- Department of Medicine and Radboudumc Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Hedwig D Vrijmoeth
- Department of Medicine and Radboudumc Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Freek van de Schoor
- Department of Medicine and Radboudumc Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Joppe W Hovius
- Amsterdam University Medical Centers, location AMC, Department of Medicine, Division of Infectious Diseases, and Amsterdam Multidisciplinary Lyme borreliosis Center, Amsterdam, Netherlands
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17
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Magni R, Luchini A, Liotta L, Molestina RE. Proteomic analysis reveals pathogen-derived biomarkers of acute babesiosis in erythrocytes, plasma, and urine of infected hamsters. Parasitol Res 2020; 119:2227-2235. [PMID: 32435898 DOI: 10.1007/s00436-020-06712-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 05/07/2020] [Indexed: 12/11/2022]
Abstract
Babesiosis among humans is on the rise in North America. Current diagnostic assays for the screening of babesiosis require blood collection by venipuncture, which is an invasive method. Urine on the other hand is a desirable biospecimen for biomarker analysis of Babesia microti infections because it can be collected periodically and non-invasively. Our group uses a new class of biomarker harvesting nanocage technology, which, when combined with mass spectrometry (MS), can determine the presence of parasite proteins shed in different bodily fluids of mammalian hosts, including urine. Using the hamster model of babesiosis, our nanoparticle-MS approach identified several B. microti proteins in erythrocytes, plasma, and urine samples. Surface and secreted antigens previously shown to elicit host immune responses against the parasite were particularly abundant in erythrocytes and plasma compared to other proteins. Two of these antigens, BmSA1 and BMR1_03g00947, showed different localization patterns by immunofluorescence of infected erythrocytes. Hamster urine samples from parasitemic animals harbored lower numbers of B. microti proteins compared to erythrocytes and plasma, with glycolytic enzymes, cytoskeletal components, and chaperones being the most frequently detected proteins. By applying novel nanoparticle-MS methods, a high level of analytical sensitivity can be achieved to detect multiple B. microti proteins in blood and urine. This is generally difficult to obtain with other techniques due to the masking of parasite biomarkers by the complex biomolecular matrix of bodily fluids from the host.
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Affiliation(s)
- Ruben Magni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Lance Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA
| | - Robert E Molestina
- Protistology Laboratory, American Type Culture Collection, Manassas, VA, USA.
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18
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Talagrand-Reboul E, Raffetin A, Zachary P, Jaulhac B, Eldin C. Immunoserological Diagnosis of Human Borrelioses: Current Knowledge and Perspectives. Front Cell Infect Microbiol 2020; 10:241. [PMID: 32509603 PMCID: PMC7248299 DOI: 10.3389/fcimb.2020.00241] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 04/27/2020] [Indexed: 01/11/2023] Open
Abstract
Spirochetes of the genus Borrelia are divided into relapsing fever borreliae and Lyme disease borreliae. Immunoserological assays have been poorly developed for relapsing fever borreliae, where direct detection methods are more adapted to the pathophysiology of these infections presenting with massive bacteraemia. However, emergence of the novel agent of relapsing fever B. miyamotoi has renewed interest in serology in this context. In Lyme disease, because direct detection methods show low sensitivity, serology plays a central role in the diagnostic strategy. This diagnostic strategy is based on a two-tier methodology involving a first test (ELISA) with high sensitivity and acceptable specificity and a second, more specific test (western blot) for diagnostic confirmation. The most frequent limitations and pitfalls of serology are cross reactions, false IgM positivity, a seronegative window period at the early time of the infection, and serologic scars with a suspicion of reinfection. International guidelines have thus been proposed to avoid these difficulties with interpretation. Finally, unconventional diagnostic tests have been developed recently in the context of a highly publicized disease, with widely varying results, some of which have no available evidence-based data. New two-tier testing strategies using two ELISA tests (C6 and WCS for example) to replace immunoblot are currently proposed by some authors and guidelines, and promising new tests such as CXCL-13 in CSF are promising tools for the improvement of the diagnosis of Lyme borreliosis.
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Affiliation(s)
- Emilie Talagrand-Reboul
- UR 7290 Virulence Bactérienne Précoce, Université de Strasbourg, Centre Hospitalier Régional Universitaire de Strasbourg, Fédération de Médecine Translationnelle, Groupe Borréliose de Strasbourg, Strasbourg, France.,National Reference Center for Borrelia, CHRU Strasbourg, Strasbourg, France
| | - Alice Raffetin
- Department of Infectious Diseases, Centre Hospitalier Lucie-et-Raymond-Aubrac, Villeneuve-Saint-Georges, France
| | - Pierre Zachary
- UR 7290 Virulence Bactérienne Précoce, Université de Strasbourg, Centre Hospitalier Régional Universitaire de Strasbourg, Fédération de Médecine Translationnelle, Groupe Borréliose de Strasbourg, Strasbourg, France.,National Reference Center for Borrelia, CHRU Strasbourg, Strasbourg, France
| | - Benoît Jaulhac
- UR 7290 Virulence Bactérienne Précoce, Université de Strasbourg, Centre Hospitalier Régional Universitaire de Strasbourg, Fédération de Médecine Translationnelle, Groupe Borréliose de Strasbourg, Strasbourg, France.,National Reference Center for Borrelia, CHRU Strasbourg, Strasbourg, France
| | - Carole Eldin
- Aix Marseille Univ, IRD, SSA, VITROME, Marseille, France.,IHU-Méditerranée Infection, Marseille, France
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19
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Tao D, McGill B, Hamerly T, Kobayashi T, Khare P, Dziedzic A, Leski T, Holtz A, Shull B, Jedlicka AE, Walzer A, Slowey PD, Slowey CC, Nsango SE, Stenger DA, Chaponda M, Mulenga M, Jacobsen KH, Sullivan DJ, Ryan SJ, Ansumana R, Moss WJ, Morlais I, Dinglasan RR. A saliva-based rapid test to quantify the infectious subclinical malaria parasite reservoir. Sci Transl Med 2020; 11:11/473/eaan4479. [PMID: 30602535 PMCID: PMC6441545 DOI: 10.1126/scitranslmed.aan4479] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2017] [Revised: 07/27/2018] [Accepted: 11/30/2018] [Indexed: 01/01/2023]
Abstract
A large proportion of ongoing malaria parasite transmission is attributed to low-density subclinical infections not readily detected by available rapid diagnostic tests (RDTs) or microscopy. Plasmodium falciparum gametocyte carriage is subclinical, but gametocytemic individuals comprise the parasite reservoir that leads to infection of mosquitoes and local transmission. Effective detection and quantification of these carriers can help advance malaria elimination strategies. However, no point-of-need (PON) RDTs for gametocyte detection exist, much less one that can perform noninvasive sampling of saliva outside a clinical setting. Here, we report on the discovery of 35 parasite markers from which we selected a single candidate for use in a PON RDT. We performed a cross-sectional, multi-omics study of saliva from 364 children with subclinical infection in Cameroon and Zambia and produced a prototype saliva-based PON lateral flow immunoassay test for P. falciparum gametocyte carriers. The test is capable of identifying submicroscopic carriage in both clinical and nonclinical settings and is compatible with archived saliva samples.
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Affiliation(s)
- Dingyin Tao
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.,Johns Hopkins Malaria Research Institute, Baltimore, MD 21205, USA
| | - Brent McGill
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.,Johns Hopkins Malaria Research Institute, Baltimore, MD 21205, USA
| | - Timothy Hamerly
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.,Johns Hopkins Malaria Research Institute, Baltimore, MD 21205, USA.,Emerging Pathogens Institute and Department of Infectious Diseases & Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Tamaki Kobayashi
- Johns Hopkins Malaria Research Institute, Baltimore, MD 21205, USA.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Prachi Khare
- Emerging Pathogens Institute and Department of Infectious Diseases & Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Amanda Dziedzic
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Tomasz Leski
- United States Naval Research Laboratory (NRL), Center for Biomolecular Science and Engineering, Washington, DC 20375, USA
| | - Andrew Holtz
- College of Science, George Mason University, Fairfax, VA 22030, USA
| | - Bruce Shull
- Thermo Fisher Scientific, Fremont, CA 94538, USA
| | - Anne E Jedlicka
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | | | | | | | - Sandrine E Nsango
- Laboratoire de Recherche sur le Paludisme, Institut de Recherche pour le Développement-Organisation de Coordination et de Coopération pour la Lutte Contre les Grandes Endémies en Afrique Centrale (IRD-OCEAC), Yaoundé, Cameroon.,Faculty of Medicine and Pharmaceutical Sciences, University of Douala, PO Box 2701, Douala, Cameroon
| | - David A Stenger
- United States Naval Research Laboratory (NRL), Center for Biomolecular Science and Engineering, Washington, DC 20375, USA
| | | | | | - Kathryn H Jacobsen
- College of Health and Human Services, George Mason University, Fairfax, VA 22030, USA
| | - David J Sullivan
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Sadie J Ryan
- Emerging Pathogens Institute and Department of Geography, College of Liberal Arts and Sciences, University of Florida, Gainesville, FL 32611, USA
| | - Rashid Ansumana
- Mercy Hospital Research Laboratory, Kulanda Town, Bo, Sierra Leone
| | - William J Moss
- Johns Hopkins Malaria Research Institute, Baltimore, MD 21205, USA.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Isabelle Morlais
- Laboratoire de Recherche sur le Paludisme, Institut de Recherche pour le Développement-Organisation de Coordination et de Coopération pour la Lutte Contre les Grandes Endémies en Afrique Centrale (IRD-OCEAC), Yaoundé, Cameroon
| | - Rhoel R Dinglasan
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA. .,Johns Hopkins Malaria Research Institute, Baltimore, MD 21205, USA.,Emerging Pathogens Institute and Department of Infectious Diseases & Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32611, USA
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20
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Nigrovic LE, Bennett JE, Balamuth F, Levas MN, Neville D, Lyons TW, Branda JA, Maulden AB, Lewander D, Garro A. Diagnostic Performance of C6 Enzyme Immunoassay for Lyme Arthritis. Pediatrics 2020; 145:peds.2019-0593. [PMID: 31836615 DOI: 10.1542/peds.2019-0593] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/26/2019] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES In Lyme disease endemic areas, initial management of children with arthritis can be challenging because diagnostic tests take several days to return results, leading to potentially unnecessary invasive procedures. Our objective was to examine the role of the C6 peptide enzyme immunoassay (EIA) test to guide initial management. METHODS We enrolled children with acute arthritis undergoing evaluation for Lyme disease presenting to a participating Pedi Lyme Net emergency department (2015-2019) and performed a C6 EIA test. We defined Lyme arthritis with a positive or equivocal C6 EIA test result followed by a positive supplemental immunoblot result and defined septic arthritis as a positive synovial fluid culture result or a positive blood culture result with synovial fluid pleocytosis. Otherwise, children were considered to have inflammatory arthritis. We report the sensitivity and specificity of the C6 EIA for the diagnosis of Lyme arthritis. RESULTS Of the 911 study patients, 211 children (23.2%) had Lyme arthritis, 11 (1.2%) had septic arthritis, and 689 (75.6%) had other inflammatory arthritis. A positive or equivocal C6 EIA result had a sensitivity of 100% (211 out of 211; 95% confidence interval [CI]: 98.2%-100%) and specificity of 94.2% (661 out of 700; 95% CI: 92.5%-95.9%) for Lyme arthritis. None of the 250 children with a positive or equivocal C6 EIA result had septic arthritis (0%; 95% CI: 0%-1.5%), although 75 children underwent diagnostic arthrocentesis and 27 underwent operative joint washout. CONCLUSIONS In Lyme disease endemic areas, a C6 EIA result could be used to guide initial clinical decision-making, without misclassifying children with septic arthritis.
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Affiliation(s)
- Lise E Nigrovic
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts; .,Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Jonathan E Bennett
- Division of Emergency Medicine, Alfred I. Dupont Hospital for Children and Jefferson School of Medicine, Wilmington, Delaware
| | - Fran Balamuth
- Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, Pennsylvania
| | - Michael N Levas
- Department of Pediatric Emergency Medicine, Children's Hospital of Wisconsin and Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Desiree Neville
- Division of Emergency Medicine, UPMC Children's Hospital of Pittsburgh and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Todd W Lyons
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts.,Harvard Medical School, Harvard University, Boston, Massachusetts
| | - John A Branda
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts; and
| | - Alexandra B Maulden
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - David Lewander
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Aris Garro
- Department of Pediatrics and Emergency Medicine, Hasbro Children's Hospital and Alpert Medical School, Brown University, Providence, Rhode Island
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21
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Immunologic detection of Lyme disease and the related borrelioses. J Microbiol Methods 2020. [DOI: 10.1016/bs.mim.2019.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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22
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Bamm VV, Ko JT, Mainprize IL, Sanderson VP, Wills MKB. Lyme Disease Frontiers: Reconciling Borrelia Biology and Clinical Conundrums. Pathogens 2019; 8:E299. [PMID: 31888245 PMCID: PMC6963551 DOI: 10.3390/pathogens8040299] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 12/06/2019] [Accepted: 12/12/2019] [Indexed: 12/18/2022] Open
Abstract
Lyme disease is a complex tick-borne zoonosis that poses an escalating public health threat in several parts of the world, despite sophisticated healthcare infrastructure and decades of effort to address the problem. Concepts like the true burden of the illness, from incidence rates to longstanding consequences of infection, and optimal case management, also remain shrouded in controversy. At the heart of this multidisciplinary issue are the causative spirochetal pathogens belonging to the Borrelia Lyme complex. Their unusual physiology and versatile lifestyle have challenged microbiologists, and may also hold the key to unlocking mysteries of the disease. The goal of this review is therefore to integrate established and emerging concepts of Borrelia biology and pathogenesis, and position them in the broader context of biomedical research and clinical practice. We begin by considering the conventions around diagnosing and characterizing Lyme disease that have served as a conceptual framework for the discipline. We then explore virulence from the perspective of both host (genetic and environmental predispositions) and pathogen (serotypes, dissemination, and immune modulation), as well as considering antimicrobial strategies (lab methodology, resistance, persistence, and clinical application), and borrelial adaptations of hypothesized medical significance (phenotypic plasticity or pleomorphy).
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Affiliation(s)
| | | | | | | | - Melanie K. B. Wills
- G. Magnotta Lyme Disease Research Lab, Molecular and Cellular Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada; (V.V.B.); (J.T.K.); (I.L.M.); (V.P.S.)
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23
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Raffetin A, Saunier A, Bouiller K, Caraux-Paz P, Eldin C, Gallien S, Jouenne R, Belkacem A, Salomon J, Patey O, Talagrand-Reboul E, Jaulhac B, Grillon A. Unconventional diagnostic tests for Lyme borreliosis: a systematic review. Clin Microbiol Infect 2019; 26:51-59. [PMID: 31306793 DOI: 10.1016/j.cmi.2019.06.033] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 06/27/2019] [Accepted: 06/28/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Lyme borreliosis (LB) diagnosis currently relies mainly on serological tests and sometimes PCR or culture. However, other biological assays are being developed to try to improve Borrelia-infection diagnosis and/or monitoring. OBJECTIVES To analyse available data on these unconventional LB diagnostic assays through a systematic literature review. METHODS We searched PubMed and Cochrane Library databases according to the PRISMA-DTA method and the Cochrane Handbook for Systematic Reviews of Interventions. We analysed controlled and uncontrolled studies (published 1983-2018) on biological tests for adults to diagnose LB according to the European Study Group for Lyme Borreliosis or the Infectious Diseases Society of America definitions, or identify strongly suspected LB. Two independent readers evaluated study eligibility and extracted data from relevant study reports; a third reader analysed full texts of papers to resolve disagreements. The quality of each included study was assessed with the QUADAS-2 evaluation scale. RESULTS Forty studies were included: two meta-analyses, 25 prospective controlled studies, five prospective uncontrolled studies, six retrospective controlled studies and two case reports. These biological tests assessed can be classified as: (i) proven to be effective at diagnosing LB and already in use (CXCL-13 for neuroborreliosis), but not enough to be standardized; (ii) not yet used routinely, requiring further clinical evaluation (CCL-19, OspA and interferon-α); (iii) uncertain LB diagnostic efficacy because of controversial results and/or poor methodological quality of studies evaluating them (lymphocyte transformation test, interferon-γ, ELISPOT); (iv) unacceptably low sensitivity and/or specificity (CD57+ natural killer cells and rapid diagnostic tests); and (v) possible only for research purposes (microscopy and xenodiagnoses). DISCUSSION QUADAS-2 quality assessment demonstrated high risk of bias in 25/40 studies and uncertainty regarding applicability for 32/40, showing that in addition to PCR and serology, several other LB diagnostic assays have been developed but their sensitivities and specificities are heterogeneous and/or under-evaluated or unassessed. More studies are warranted to evaluate their performance parameters. The development of active infection biomarkers would greatly advance LB diagnosis and monitoring.
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Affiliation(s)
- A Raffetin
- Department of Infectious Diseases, Centre Hospitalier Lucie-et-Raymond-Aubrac, Villeneuve-Saint-Georges, France; ESCMID Study Group for Lyme Borreliosis - ESGBOR, Switzerland
| | - A Saunier
- Department of Internal Medicine and Infectious Diseases, Centre Hospitalier Perigueux, Perigueux, France
| | - K Bouiller
- Department of Infectious Diseases, Centre Hospitalier Universitaire Besançon, Besançon, France; UMR CNRS 6249 Chrono-Environnement, Université de Bourgogne Franche-Comté, Besançon, France
| | - P Caraux-Paz
- Department of Infectious Diseases, Centre Hospitalier Lucie-et-Raymond-Aubrac, Villeneuve-Saint-Georges, France
| | - C Eldin
- Centre Hospitalier Universitaire Aix-Marseille, IRD, AP-HM, SSA, VITROME, IHU-Méditerranée Infection, Marseille, France
| | - S Gallien
- Department of Clinical Immunology, Centre Hospitalier Universitaire Henri-Mondor, Créteil, France
| | - R Jouenne
- Department of Internal Medicine, Centre Hospitalier Lucie-et-Raymond-Aubrac, Villeneuve-Saint-Georges, France
| | - A Belkacem
- Department of Infectious Diseases, Centre Hospitalier Lucie-et-Raymond-Aubrac, Villeneuve-Saint-Georges, France
| | - J Salomon
- Department of Infectious Diseases, Centre Hospitalier Universitaire Raymond-Poincaré, Garches, France
| | - O Patey
- Department of Infectious Diseases, Centre Hospitalier Lucie-et-Raymond-Aubrac, Villeneuve-Saint-Georges, France
| | - E Talagrand-Reboul
- EA 7290 Virulence Bactérienne Précoce, Université de Strasbourg, Centre Hospitalier Régional Universitaire de Strasbourg, Fédération de Médecine Translationnelle, Groupe Borréliose de Strasbourg, Strasbourg, France
| | - B Jaulhac
- ESCMID Study Group for Lyme Borreliosis - ESGBOR, Switzerland; EA 7290 Virulence Bactérienne Précoce, Université de Strasbourg, Centre Hospitalier Régional Universitaire de Strasbourg, Fédération de Médecine Translationnelle, Groupe Borréliose de Strasbourg, Strasbourg, France; Centre National de Référence des Borrelia, CHRU Strasbourg, Strasbourg, France
| | - A Grillon
- EA 7290 Virulence Bactérienne Précoce, Université de Strasbourg, Centre Hospitalier Régional Universitaire de Strasbourg, Fédération de Médecine Translationnelle, Groupe Borréliose de Strasbourg, Strasbourg, France.
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24
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Pflughoeft KJ, Mash M, Hasenkampf NR, Jacobs MB, Tardo AC, Magee DM, Song L, LaBaer J, Philipp MT, Embers ME, AuCoin DP. Multi-platform Approach for Microbial Biomarker Identification Using Borrelia burgdorferi as a Model. Front Cell Infect Microbiol 2019; 9:179. [PMID: 31245298 PMCID: PMC6579940 DOI: 10.3389/fcimb.2019.00179] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 05/09/2019] [Indexed: 01/04/2023] Open
Abstract
The identification of microbial biomarkers is critical for the diagnosis of a disease early during infection. However, the identification of reliable biomarkers is often hampered by a low concentration of microbes or biomarkers within host fluids or tissues. We have outlined a multi-platform strategy to assess microbial biomarkers that can be consistently detected in host samples, using Borrelia burgdorferi, the causative agent of Lyme disease, as an example. Key aspects of the strategy include the selection of a macaque model of human disease, in vivo Microbial Antigen Discovery (InMAD), and proteomic methods that include microbial biomarker enrichment within samples to identify secreted proteins circulating during infection. Using the described strategy, we have identified 6 biomarkers from multiple samples. In addition, the temporal antibody response to select bacterial antigens was mapped. By integrating biomarkers identified from early infection with temporal patterns of expression, the described platform allows for the data driven selection of diagnostic targets.
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Affiliation(s)
- Kathryn J. Pflughoeft
- DxDiscovery, Inc., Reno, NV, United States
- Department of Microbiology and Immunology, Reno School of Medicine, University of Nevada, Reno, NV, United States
| | - Michael Mash
- DxDiscovery, Inc., Reno, NV, United States
- Department of Microbiology and Immunology, Reno School of Medicine, University of Nevada, Reno, NV, United States
| | - Nicole R. Hasenkampf
- Division of Bacteriology and Parasitology, Tulane National Primate Research Center, Tulane University Health Sciences Center, Covington, LA, United States
| | - Mary B. Jacobs
- Division of Bacteriology and Parasitology, Tulane National Primate Research Center, Tulane University Health Sciences Center, Covington, LA, United States
| | - Amanda C. Tardo
- Division of Bacteriology and Parasitology, Tulane National Primate Research Center, Tulane University Health Sciences Center, Covington, LA, United States
| | - D. Mitchell Magee
- Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, United States
| | - Lusheng Song
- Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, United States
| | - Joshua LaBaer
- Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, United States
| | - Mario T. Philipp
- Division of Bacteriology and Parasitology, Tulane National Primate Research Center, Tulane University Health Sciences Center, Covington, LA, United States
| | - Monica E. Embers
- Division of Bacteriology and Parasitology, Tulane National Primate Research Center, Tulane University Health Sciences Center, Covington, LA, United States
| | - David P. AuCoin
- DxDiscovery, Inc., Reno, NV, United States
- Department of Microbiology and Immunology, Reno School of Medicine, University of Nevada, Reno, NV, United States
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25
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Schutzer SE, Body BA, Boyle J, Branson BM, Dattwyler RJ, Fikrig E, Gerald NJ, Gomes-Solecki M, Kintrup M, Ledizet M, Levin AE, Lewinski M, Liotta LA, Marques A, Mead PS, Mongodin EF, Pillai S, Rao P, Robinson WH, Roth KM, Schriefer ME, Slezak T, Snyder JL, Steere AC, Witkowski J, Wong SJ, Branda JA. Direct Diagnostic Tests for Lyme Disease. Clin Infect Dis 2019; 68:1052-1057. [PMID: 30307486 PMCID: PMC6399434 DOI: 10.1093/cid/ciy614] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 10/03/2018] [Indexed: 12/15/2022] Open
Abstract
Borrelia burgdorferi was discovered to be the cause of Lyme disease in 1983, leading to seroassays. The 1994 serodiagnostic testing guidelines predated a full understanding of key B. burgdorferi antigens and have a number of shortcomings. These serologic tests cannot distinguish active infection, past infection, or reinfection. Reliable direct-detection methods for active B. burgdorferi infection have been lacking in the past but are needed and appear achievable. New approaches have effectively been applied to other emerging infections and show promise in direct detection of B. burgdorferi infections.
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Affiliation(s)
- Steven E Schutzer
- Department of Medicine, Rutgers New Jersey Medical School, Newark,Correspondence: S. E. Schutzer, Rutgers New Jersey Medical School, 185 South Orange Ave, Newark, NJ 07103 ()
| | - Barbara A Body
- Laboratory Corporation of America, Burlington, North Carolina,Retired
| | | | | | | | - Erol Fikrig
- Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Noel J Gerald
- Office of In Vitro Diagnostics and Radiological Health, Food and Drug Administration, Department of Health and Human Services, Silver Spring, Maryland
| | - Maria Gomes-Solecki
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis
| | | | | | | | | | - Lance A Liotta
- Center for Applied Proteomics and Molecular Medicine, College of Science, George Mason University, Manassas, Virginia
| | - Adriana Marques
- Clinical Studies Unit, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Paul S Mead
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, Fort Collins, Colorado
| | - Emmanuel F Mongodin
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore
| | - Segaran Pillai
- Office of Laboratory Science and Safety, US Food and Drug Administration, Department of Health and Human Services, Silver Spring, Maryland
| | - Prasad Rao
- Office of In Vitro Diagnostics and Radiological Health, Food and Drug Administration, Department of Health and Human Services, Silver Spring, Maryland
| | - William H Robinson
- Department of Medicine, Stanford University School of Medicine, California
| | - Kristian M Roth
- Office of In Vitro Diagnostics and Radiological Health, Food and Drug Administration, Department of Health and Human Services, Silver Spring, Maryland
| | - Martin E Schriefer
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, Fort Collins, Colorado
| | | | | | - Allen C Steere
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | | | - Susan J Wong
- Wadsworth Center, New York State Department of Health, Albany
| | - John A Branda
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston
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26
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Magni R, Luchini A, Liotta L, Molestina RE. Analysis of the Babesia microti proteome in infected red blood cells by a combination of nanotechnology and mass spectrometry. Int J Parasitol 2019; 49:139-144. [PMID: 30391228 PMCID: PMC10548858 DOI: 10.1016/j.ijpara.2018.08.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 05/17/2018] [Accepted: 08/13/2018] [Indexed: 11/18/2022]
Abstract
Proteomics of Babesia microti has lagged behind other apicomplexans despite recent genome and transcriptome studies. Here, we used a combination of nanotechnology and mass spectrometry to provide a proteomic profile of B. microti acute infection. We identified ∼500 parasite proteins in blood with functions such as transport, carbohydrate and energy metabolism, proteolysis, DNA and RNA metabolism, signaling, translation, lipid biosynthesis, and motility and invasion. We also identified surface antigens with roles in the immune response to the parasite. This first evaluation of the B. microti proteome in erythrocytes provides information for the study of intracellular survival and development of diagnostic tools using mass spectrometry.
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Affiliation(s)
- Ruben Magni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA 20110, USA
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA 20110, USA
| | - Lance Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA 20110, USA
| | - Robert E Molestina
- Protistology Laboratory, American Type Culture Collection, Manassas, VA 20110, USA.
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27
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Hristov DR, Rodriguez-Quijada C, Gomez-Marquez J, Hamad-Schifferli K. Designing Paper-Based Immunoassays for Biomedical Applications. SENSORS (BASEL, SWITZERLAND) 2019; 19:E554. [PMID: 30699964 PMCID: PMC6387326 DOI: 10.3390/s19030554] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 01/14/2019] [Accepted: 01/21/2019] [Indexed: 12/18/2022]
Abstract
Paper-based sensors and assays have been highly attractive for numerous biological applications, including rapid diagnostics and assays for disease detection, food safety, and clinical care. In particular, the paper immunoassay has helped drive many applications in global health due to its low cost and simplicity of operation. This review is aimed at examining the fundamentals of the technology, as well as different implementations of paper-based assays and discuss novel strategies for improving their sensitivity, performance, or enabling new capabilities. These innovations can be categorized into using unique nanoparticle materials and structures for detection via different techniques, novel biological species for recognizing biomarkers, or innovative device design and/or architecture.
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Affiliation(s)
- Delyan R Hristov
- Department of Engineering, University of Massachusetts, Boston, MA 02125, USA.
| | | | - Jose Gomez-Marquez
- Little Devices Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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28
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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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29
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Culver HR, Wechsler ME, Peppas NA. Label-Free Detection of Tear Biomarkers Using Hydrogel-Coated Gold Nanoshells in a Localized Surface Plasmon Resonance-Based Biosensor. ACS NANO 2018; 12:9342-9354. [PMID: 30204412 PMCID: PMC6156935 DOI: 10.1021/acsnano.8b04348] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
The dependence of the localized surface plasmon resonance (LSPR) of noble-metal nanomaterials on refractive index makes LSPR a useful, label-free signal transduction strategy for biosensing. In particular, by decorating gold nanomaterials with molecular recognition agents, analytes of interest can be trapped near the surface, resulting in an increased refractive index surrounding the nanomaterial, and, consequently, a red shift in the LSPR wavelength. Ionic poly( N-isopropylacrylamide- co-methacrylic acid) (PNM) hydrogels were used as protein receptors because PNM nanogels exhibit a large increase in refractive index upon protein binding. Specifically, PNM hydrogels were synthesized on the surface of silica gold nanoshells (AuNSs). This composite material (AuNS@PNM) was used to detect changes in the concentration of two protein biomarkers of chronic dry eye: lysozyme and lactoferrin. Both of these proteins have high isoelectric points, resulting in electrostatic attraction between the negatively charged PNM hydrogels and positively charged proteins. Upon binding lysozyme or lactoferrin, AuNS@PNM exhibits large, concentration-dependent red shifts in LSPR wavelength, which enabled the detection of clinically relevant concentration changes of both biomarkers in human tears. The LSPR-based biosensor described herein has potential utility as an affordable screening tool for chronic dry eye and associated conditions.
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Affiliation(s)
- Heidi R. Culver
- Institute for Biomaterials, Drug Delivery, and Regenerative Medicine
- Department of Biomedical Engineering
| | - Marissa E. Wechsler
- Institute for Biomaterials, Drug Delivery, and Regenerative Medicine
- Department of Biomedical Engineering
| | - Nicholas A. Peppas
- Institute for Biomaterials, Drug Delivery, and Regenerative Medicine
- Department of Biomedical Engineering
- McKetta Department of Chemical Engineering
- Division of Molecular Pharmaceutics and Drug Delivery, College of Pharmacy
- Department of Surgery and Perioperative Care, Dell Medical School, The University of Texas at Austin, Austin, TX, 78712, United States
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30
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Identification of Urine Metabolites as Biomarkers of Early Lyme Disease. Sci Rep 2018; 8:12204. [PMID: 30111850 PMCID: PMC6093930 DOI: 10.1038/s41598-018-29713-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 07/10/2018] [Indexed: 02/06/2023] Open
Abstract
Metabolites detectible in human biofluids are attractive biomarkers for the diagnosis of early Lyme disease (ELD), a vector-borne infectious disease. Urine represents an easily obtained clinical sample that can be applied for diagnostic purposes. However, few studies have explored urine for biomarkers of ELD. In this study, metabolomics approaches were applied to evaluate small molecule metabolites in urine from patients with ELD (n = 14), infectious mononucleosis (n = 14) and healthy controls (n = 14). Metabolic biosignatures for ELD versus healthy controls and ELD versus infectious mononucleosis were generated using untargeted metabolomics. Pathway analyses and metabolite identification revealed the dysregulation of several metabolic processes in ELD as compared to healthy controls or mononucleosis, including metabolism of tryptophan. Linear discriminant analyses demonstrated that individual metabolic biosignatures can correctly discriminate ELD from the other patient groups with accuracies of 71 to 100%. These data provide proof-of-concept for use of urine metabolites as biomarkers for diagnostic classification of ELD.
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31
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A Community Study of Borrelia burgdorferi Antibodies among Individuals with Prior Lyme Disease in Endemic Areas. Healthcare (Basel) 2018; 6:healthcare6020069. [PMID: 29921784 PMCID: PMC6023339 DOI: 10.3390/healthcare6020069] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 06/12/2018] [Accepted: 06/13/2018] [Indexed: 01/18/2023] Open
Abstract
The objective was to examine the prevalence of Borrelia antibodies among symptomatic individuals with recent and past Lyme disease in endemic communities using standard assays and novel assays employing next-generation antigenic substrates. Single- and two-tiered algorithms included different anti-Borrelia ELISAs and immunoblots. Antibody prevalence was examined in sera from 32 individuals with recent erythema migrans (EM), 335 individuals with persistent symptoms following treatment for Lyme disease (PTLS), and 41 community controls without a history of Lyme disease. Among convalescent EM cases, sensitivity was highest using the C6 ELISA (93.8%) compared to other single assays; specificity was 92.7% for the C6 ELISA vs. 85.4–97.6% for other assays. The two-tiered ELISA-EUROLINE IgG immunoblot combinations enhanced case detection substantially compared to the respective ELISA-IgG Western blot combinations (75.0% vs. 34.4%) despite similar specificity (95.1% vs. 97.6%, respectively). For PTLS cohorts, two-tier ELISA-IgG-blot positivity ranged from 10.1% to 47.4%, depending upon assay combination, time from initial infection, and clinical history. For controls, the two-tier positivity rate was 0–14.6% across assays. A two-tier algorithm of two-ELISA assays yielded a high positivity rate of 87.5% among convalescent EM cases with specificity of 92.7%. For convalescent EM, combinations of the C6 ELISA with a second-tier ELISA or line blot may provide useful alternatives to WB-based testing algorithms.
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32
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Lacout A, Thariat J, Hajjam ME, Marcy PY, Perronne C. Lyme disease & co-infections: role of adaptive immune system. Future Microbiol 2018; 13:613-615. [PMID: 29745726 DOI: 10.2217/fmb-2017-0252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Alexis Lacout
- Centre d'imagerie Médicale, Centre de diagnostic ELSAN, Centre Medico-Chirurgical, 83 An. Charles de Gaulle, 15000 Aurillac, France
| | - Juliette Thariat
- Department of Radiation Therapy, Centre Francois Baclesse/ARCHADE, Normandie Université, Unicaen 3 av general Harris, 14033 Caen, France
| | - Mostafa El Hajjam
- Department of Radiology, Centre Hospitalier Universitaire Ambroise Paré, APHP, Université de Versailles, Saint-Quentin en Yvelines, 92100 Boulogne-Billancourt, France
| | - Pierre Yves Marcy
- Radiodiagnostics and Interventional Radiology Department, ELSAN-Polyclinique Les Fleurs, Service Imagerie Médicale, 83190 Ollioules, France
| | - Christian Perronne
- Infectious Diseases Unit, University Hospital Raymond Poincaré, APHP, Versailles Saint Quentin University, 92380 Garches, France
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Lohr B, Fingerle V, Norris DE, Hunfeld KP. Laboratory diagnosis of Lyme borreliosis: Current state of the art and future perspectives. Crit Rev Clin Lab Sci 2018; 55:219-245. [PMID: 29606016 DOI: 10.1080/10408363.2018.1450353] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
This review is directed at physicians and laboratory personnel in private practice and clinics who treat and diagnose Lyme borreliosis (LB) in patients as part of their daily work. A major objective of this paper is to bring together background information on Borrelia (B.) burgdorferi sensu lato (s.l.) and basic clinical knowledge of LB, which is one of the most frequently reported vector-borne diseases in the Northern Hemisphere. The goal is to provide practical guidance for clinicians and for laboratory physicians, and scientists for a better understanding of current achievements and ongoing obstacles in the laboratory diagnosis of LB, an infectious disease that still remains one of the diagnostic chameleons of modern clinical medicine. Moreover, in bringing together current scientific information from guidelines, reviews, and original papers, this review provides recommendations for selecting the appropriate tests in relation to the patient's stage of disease to achieve effective, stage-related application of current direct and indirect laboratory methods for the detection of B. burgdorferi s.l. Additionally, the review aims to discuss the current state of the art concerning the diagnostic potential and limitations of the assays and test methods currently in use to optimize LB patient management and provide insight into the possible future prospects of this rapidly changing area of laboratory medicine.
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Affiliation(s)
- Benedikt Lohr
- a Institute for Laboratory Medicine, Microbiology & Infection Control , Northwest Medical Centre, Medical Faculty, Goethe University , Frankfurt/Main , Germany
| | - Volker Fingerle
- b Bayerisches Landesamt für Gesundheit und Lebensmittelsicherheit (LGL) , Oberschleissheim , Germany
| | - Douglas E Norris
- c W. Harry Feinstone Department of Molecular Microbiology & Immunology , Bloomberg School of Public Health, Johns Hopkins University , Baltimore , MD , USA
| | - Klaus-Peter Hunfeld
- a Institute for Laboratory Medicine, Microbiology & Infection Control , Northwest Medical Centre, Medical Faculty, Goethe University , Frankfurt/Main , Germany
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Kim B, Araujo R, Howard M, Magni R, Liotta LA, Luchini A. Affinity enrichment for mass spectrometry: improving the yield of low abundance biomarkers. Expert Rev Proteomics 2018. [PMID: 29542338 DOI: 10.1080/14789450.2018.1450631] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Mass spectrometry (MS) is the premier tool for discovering novel disease-associated protein biomarkers. Unfortunately, when applied to complex body fluid samples, MS has poor sensitivity for the detection of low abundance biomarkers (≪10 ng/mL), derived directly from the diseased tissue cells or pathogens. Areas covered: Herein we discuss the strengths and drawbacks of technologies used to concentrate low abundance analytes in body fluids, with the aim to improve the effective sensitivity for MS discovery. Solvent removal by dry-down or dialysis, and immune-depletion of high abundance serum or plasma proteins, is shown to have disadvantages compared to positive selection of the candidate biomarkers by affinity enrichment. A theoretical analysis of affinity enrichment reveals that the yield for low abundance biomarkers is a direct function of the binding affinity (Association/Dissociation rates) used for biomarker capture. In addition, a high affinity capture pre processing step can effectively dissociate the candidate biomarker from partitioning with high abundance proteins such as albumin. Expert commentary: Properly designed high affinity capture materials can enrich the yield of low abundance (0.1-10 picograms/mL) candidate biomarkers for MS detection. Affinity capture and concentration, as an upfront step in sample preparation for MS, combined with MS advances in software and hardware that improve the resolution of the chromatographic separation can yield a transformative new class of low abundance biomarkers predicting disease risk or disease latency.
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Affiliation(s)
| | - Robyn Araujo
- b School of Mathematical Sciences , Queensland University of Technology , Brisbane , Australia
| | - Marissa Howard
- c Center for Applied Proteomics and Molecular Medicine , George Mason University , Manassas , VA , USA
| | - Ruben Magni
- c Center for Applied Proteomics and Molecular Medicine , George Mason University , Manassas , VA , USA
| | - Lance A Liotta
- c Center for Applied Proteomics and Molecular Medicine , George Mason University , Manassas , VA , USA
| | - Alessandra Luchini
- c Center for Applied Proteomics and Molecular Medicine , George Mason University , Manassas , VA , USA
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Alasel M, Keusgen M. Promising alternatives for one-tier testing of Lyme borreliosis. Clin Chim Acta 2018; 479:148-154. [PMID: 29366833 DOI: 10.1016/j.cca.2018.01.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 01/15/2018] [Accepted: 01/19/2018] [Indexed: 11/16/2022]
Abstract
A main focus of human health studies is the early detection of infectious diseases to enable more rapid treatment and prevent disease transmission. Diagnosis of Lyme borreliosis has been always challenging because of the lack of specific, but simple assay formats. Two-tiered testing has been recommended by US Centers for Disease Control and Prevention to provide more specific results for diagnosis of Lyme disease. However, such a technique is time consuming and is not well suited for early stage detection. Therefore, many tests were proposed as alternatives to overcome these drawbacks. Simple assays, which are mainly performed in one-tier manner, could be conducted with better performance than the two-tiered testing. Proposed assays utilize both newly identified antigens and new platforms to improve detection performance. These assays can be classified into those based on employing a single antigen and assays based on using multiple antigens. In addition to assays to this type of assays, immunoassays on borreliosis-related biomarkers are available. We report here the most recent assays developed over the last 10 years, for detection of Lyme borreliosis in body fluids.
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Affiliation(s)
- Mohammed Alasel
- Institute of Pharmaceutical Chemistry, Philipps-Universität, Marbacher Weg 6-10, 35032 Marburg, Germany.
| | - Michael Keusgen
- Institute of Pharmaceutical Chemistry, Philipps-Universität, Marbacher Weg 6-10, 35032 Marburg, Germany
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Steinberg HE, Russo P, Angulo N, Ynocente R, Montoya C, Diestra A, Ferradas C, Schiaffino F, Florentini E, Jimenez J, Calderón M, Carruthers VB, Gilman RH, Liotta L, Luchini A. Toward detection of toxoplasmosis from urine in mice using hydro-gel nanoparticles concentration and parallel reaction monitoring mass spectrometry. NANOMEDICINE : NANOTECHNOLOGY, BIOLOGY, AND MEDICINE 2018; 14:461-469. [PMID: 29203146 PMCID: PMC5844831 DOI: 10.1016/j.nano.2017.11.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 11/15/2017] [Accepted: 11/19/2017] [Indexed: 11/30/2022]
Abstract
Diagnosis of clinical toxoplasmosis remains a challenge, thus limiting the availability of human clinical samples. Though murine models are an approximation of human response, their definitive infection status and tissue availability make them critical to the diagnostic development process. Hydrogel mesh nanoparticles were used to concentrate antigen to detectable levels for mass spectrometry. Seven Toxoplasma gondii isolates were used to develop a panel of potential peptide sequences for detection by parallel reaction monitoring (PRM) mass spectrometry. Nanoparticles were incubated with decreasing concentrations of tachyzoite lysate to explore the limits of detection of PRM. Mice whose toxoplasmosis infection status was confirmed by quantitative real-time PCR had urine tested by PRM after hydrogel mesh concentration for known T. gondii peptides. Peptides from GRA1, GRA12, ROP4, ROP5, SAG1, and SAG2A proteins were detected by PRM after nanoparticle concentration of urine, confirming detection of T. gondii antigen in the urine of an infected mouse.
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Affiliation(s)
- Hannah E Steinberg
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
| | - Paul Russo
- Center for Applied Proteomics and Molecular Medicine, George Mason University, VA, USA
| | - Noelia Angulo
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Raúl Ynocente
- Laboratorio de Parasitología de Fauna Silvestre y Zoonosis, Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | - Cristina Montoya
- Laboratorio de Parasitología de Fauna Silvestre y Zoonosis, Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | - Andrea Diestra
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Cusi Ferradas
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Francesca Schiaffino
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Edgar Florentini
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Juan Jimenez
- Laboratorio de Parasitología de Fauna Silvestre y Zoonosis, Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | - Maritza Calderón
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Robert H Gilman
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Lance Liotta
- Center for Applied Proteomics and Molecular Medicine, George Mason University, VA, USA
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, VA, USA
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Shah JS, D' Cruz I, Ward S, Harris NS, Ramasamy R. Development of a sensitive PCR-dot blot assay to supplement serological tests for diagnosing Lyme disease. Eur J Clin Microbiol Infect Dis 2017; 37:701-709. [PMID: 29282568 PMCID: PMC5978905 DOI: 10.1007/s10096-017-3162-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 12/06/2017] [Indexed: 11/28/2022]
Abstract
Laboratory diagnosis of Lyme disease is difficult and presently dependent on detecting Borrelia burgdorferi-specific antibodies in patient serum with the disadvantage that the immune response to B. burgdorferi can be weak or variable, or alternatively, the slow and inefficient culture confirmation of B. burgdorferi. PCR tests have previously shown poor sensitivity and are not routinely used for diagnosis. We developed a sensitive and specific Lyme Multiplex PCR-dot blot assay (LM-PCR assay) applicable to blood and urine samples to supplement western blot (WB) serological tests for detecting B. burgdorferi infection. The LM-PCR assay utilizes specific DNA hybridization to purify B. burgdorferi DNA followed by PCR amplification of flagellin and OspA gene fragments and their detection by southern dot blots. Results of the assay on 107 and 402 clinical samples from patients with suspected Lyme disease from Houston, Texas or received at the IGeneX laboratory in Palo Alto, California, respectively, were analyzed together with WB findings. The LM-PCR assay was highly specific for B. burgdorferi. In the Texas samples, 23 (21.5%) patients antibody-negative in WB assays by current US Centers for Disease Control (CDC) recommended criteria were positive by LM-PCR performed on urine, serum or whole blood samples. With IGeneX samples, of the 402 LM-PCR positive blood samples, only 70 met the CDC criteria for positive WBs, while 236 met IGeneX criteria for positive WB. Use of the LM-PCR assay and optimization of current CDC serological criteria can improve the diagnosis of Lyme disease.
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Affiliation(s)
- J S Shah
- IGeneX Inc., 795 San Antonio Road, Palo Alto, CA, 94303, USA.
| | - I D' Cruz
- IGeneX Inc., 795 San Antonio Road, Palo Alto, CA, 94303, USA
| | - S Ward
- IGeneX Inc., 795 San Antonio Road, Palo Alto, CA, 94303, USA
| | - N S Harris
- IGeneX Inc., 795 San Antonio Road, Palo Alto, CA, 94303, USA
| | - R Ramasamy
- IGeneX Inc., 795 San Antonio Road, Palo Alto, CA, 94303, USA
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38
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Harpole M, Davis J, Espina V. Current state of the art for enhancing urine biomarker discovery. Expert Rev Proteomics 2017; 13:609-26. [PMID: 27232439 DOI: 10.1080/14789450.2016.1190651] [Citation(s) in RCA: 87] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Urine is a highly desirable biospecimen for biomarker analysis because it can be collected recurrently by non-invasive techniques, in relatively large volumes. Urine contains cellular elements, biochemicals, and proteins derived from glomerular filtration of plasma, renal tubule excretion, and urogenital tract secretions that reflect, at a given time point, an individual's metabolic and pathophysiologic state. AREAS COVERED High-resolution mass spectrometry, coupled with state of the art fractionation systems are revealing the plethora of diagnostic/prognostic proteomic information existing within urinary exosomes, glycoproteins, and proteins. Affinity capture pre-processing techniques such as combinatorial peptide ligand libraries and biomarker harvesting hydrogel nanoparticles are enabling measurement/identification of previously undetectable urinary proteins. Expert commentary: Future challenges in the urinary proteomics field include a) defining either single or multiple, universally applicable data normalization methods for comparing results within and between individual patients/data sets, and b) defining expected urinary protein levels in healthy individuals.
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Affiliation(s)
- Michael Harpole
- a Center for Applied Proteomics and Molecular Medicine , George Mason University , Manassas , VA , USA
| | - Justin Davis
- b Department of Chemistry/Biochemistry , George Mason University , Manassas , VA , USA
| | - Virginia Espina
- a Center for Applied Proteomics and Molecular Medicine , George Mason University , Manassas , VA , USA
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39
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Culver HR, Sharma I, Wechsler ME, Anslyn EV, Peppas NA. Charged poly(N-isopropylacrylamide) nanogels for use as differential protein receptors in a turbidimetric sensor array. Analyst 2017; 142:3183-3193. [PMID: 28745734 PMCID: PMC5570555 DOI: 10.1039/c7an00787f] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Due to the high cost and environmental instability of antibodies, there is precedent for developing synthetic molecular recognition agents for use in diagnostic sensors. While these materials typically have lower specificity than antibodies, their cross-reactivity makes them excellent candidates for use in differential sensing routines. In the current work, we design a set of charge-containing poly(N-isopropylacrylamide) (PNIPAM) nanogels for use as differential protein receptors in a turbidimetric sensor array. Specifically, NIPAM was copolymerized with methacrylic acid and modified via carbodiimide coupling to introduce sulfate, guanidinium, secondary amine, or primary amine groups. Modification of the ionizable groups in the network changed the physicochemical and protein binding properties of the nanogels. For high affinity protein-polymer interactions, turbidity of the nanogel solution increased, while for low affinity interactions minimal change in turbidity was observed. Thus, relative turbidity was used as input for multivariate analysis. Turbidimetric assays were performed in two buffers of different pH (i.e., 7.4 and 5.5), but comparable ionic strength, in order to improve differentiation. Using both buffers, it was possible to achieve 100% classification accuracy of eleven model protein biomarkers with as few as two of the nanogel receptors. Additionally, it was possible to detect changes in lysozyme concentration in a simulated tear fluid using the turbidimetric sensor array.
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Affiliation(s)
- Heidi R Culver
- Institute for Biomaterials, Drug Delivery, and Regenerative Medicine, USA.
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40
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Culver HR, Clegg JR, Peppas NA. Analyte-Responsive Hydrogels: Intelligent Materials for Biosensing and Drug Delivery. Acc Chem Res 2017; 50:170-178. [PMID: 28170227 DOI: 10.1021/acs.accounts.6b00533] [Citation(s) in RCA: 298] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Nature has mastered the art of molecular recognition. For example, using synergistic non-covalent interactions, proteins can distinguish between molecules and bind a partner with incredible affinity and specificity. Scientists have developed, and continue to develop, techniques to investigate and better understand molecular recognition. As a consequence, analyte-responsive hydrogels that mimic these recognitive processes have emerged as a class of intelligent materials. These materials are unique not only in the type of analyte to which they respond but also in how molecular recognition is achieved and how the hydrogel responds to the analyte. Traditional intelligent hydrogels can respond to environmental cues such as pH, temperature, and ionic strength. The functional monomers used to make these hydrogels can be varied to achieve responsive behavior. For analyte-responsive hydrogels, molecular recognition can also be achieved by incorporating biomolecules with inherent molecular recognition properties (e.g., nucleic acids, peptides, enzymes, etc.) into the polymer network. Furthermore, in addition to typical swelling/syneresis responses, these materials exhibit unique responsive behaviors, such as gel assembly or disassembly, upon interaction with the target analyte. With the diverse tools available for molecular recognition and the ability to generate unique responsive behaviors, analyte-responsive hydrogels have found great utility in a wide range of applications. In this Account, we discuss strategies for making four different classes of analyte-responsive hydrogels, specifically, non-imprinted, molecularly imprinted, biomolecule-containing, and enzymatically responsive hydrogels. Then we explore how these materials have been incorporated into sensors and drug delivery systems, highlighting examples that demonstrate the versatility of these materials. For example, in addition to the molecular recognition properties of analyte-responsive hydrogels, the physicochemical changes that are induced upon analyte binding can be exploited to generate a detectable signal for sensing applications. As research in this area has grown, a number of creative approaches for improving the selectivity and sensitivity (i.e., detection limit) of these sensors have emerged. For applications in drug delivery systems, therapeutic release can be triggered by competitive molecular interactions or physicochemical changes in the network. Additionally, including degradable units within the network can enable sustained and responsive therapeutic release. Several exciting examples exploiting the analyte-responsive behavior of hydrogels for the treatment of cancer, diabetes, and irritable bowel syndrome are discussed in detail. We expect that creative and combinatorial approaches used in the design of analyte-responsive hydrogels will continue to yield materials with great potential in the fields of sensing and drug delivery.
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Affiliation(s)
- Heidi R. Culver
- Institute
for Biomaterials, Drug Delivery, and Regenerative Medicine, C0800, The University of Texas at Austin, Austin, Texas 78712, United States
- Department
of Biomedical Engineering, C0800, The University of Texas at Austin, Austin, Texas 78712, United States
| | - John R. Clegg
- Institute
for Biomaterials, Drug Delivery, and Regenerative Medicine, C0800, The University of Texas at Austin, Austin, Texas 78712, United States
- Department
of Biomedical Engineering, C0800, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Nicholas A. Peppas
- Institute
for Biomaterials, Drug Delivery, and Regenerative Medicine, C0800, The University of Texas at Austin, Austin, Texas 78712, United States
- Department
of Biomedical Engineering, C0800, The University of Texas at Austin, Austin, Texas 78712, United States
- McKetta
Department of Chemical Engineering, C0400, The University of Texas at Austin, Austin, Texas 78712, United States
- Department
of Surgery and Perioperative Care, Dell Medical School, The University of Texas at Austin, Austin, Texas 78712, United States
- College
of Pharmacy, A1900, The University of Texas at Austin, Austin, Texas 78712, United States
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41
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Magni R, Luchini A. Application of Hydrogel Nanoparticles for the Capture, Concentration, and Preservation of Low-Abundance Biomarkers. Methods Mol Biol 2017; 1606:103-113. [PMID: 28501996 DOI: 10.1007/978-1-4939-6990-6_7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
In the recent years, a lot of emphasis has been placed on the discovery and detection of clinically relevant biomarkers. Biomarkers are crucial for the early detection of several diseases, and they play an important role in the improvement of current treatments, thus reducing patient mortality rate. Because biofluids account to 60% of the body mass, they represent a goldmine of significant biomarkers. Unfortunately, because of their low concentration in body fluids, their lability, and the presence of high abundance proteins (i.e., albumin and immunoglobulins), low abundance biomarkers are difficult to detect with mass spectrometry or immunoassays. Nanoparticles made of poly(N-isopropylacrylamide) (NIPAm) and functionalized with affinity reactive baits allow researchers to overcome these physiological barriers and in one single step capture, concentrate, and preserve labile biomarkers in complex body fluids (i.e. urine, blood, sweat, CSF). Although hydrogel nanoparticles have been largely studied and used as a drug delivery tool, our application focuses on their capturing abilities instead of the releasing of specific drug molecules. Once the functionalized nanoparticles are incubated with a biological fluid, small biomarkers are captured by the affinity baits while unwanted high abundance analytes are excluded. The potentially relevant biomarkers are then concentrated into small volumes. The concentration factor (up to 10,000-fold) successfully enhances the detection sensitivity of mass spectrometry and immunoassays allowing the detection of previously invisible proteins.
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Affiliation(s)
- Ruben Magni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS1A9, Manassas, VA, 20110, USA.
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MS1A9, Manassas, VA, 20110, USA
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Scott JD, Foley JE, Anderson JF, Clark KL, Durden LA. Detection of Lyme Disease Bacterium, Borrelia burgdorferi sensu lato, in Blacklegged Ticks Collected in the Grand River Valley, Ontario, Canada. Int J Med Sci 2017; 14:150-158. [PMID: 28260991 PMCID: PMC5332844 DOI: 10.7150/ijms.17763] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Accepted: 12/28/2016] [Indexed: 01/08/2023] Open
Abstract
We document the presence of blacklegged ticks, Ixodes scapularis, in the Grand River valley, Centre Wellington, Ontario. Overall, 15 (36%) of 42 I. scapularis adults collected from 41 mammalian hosts (dogs, cats, humans) were positive for the Lyme disease bacterium, Borrelia burgdorferi sensu lato (s.l.). Using real-time PCR testing and DNA sequencing of the flagellin (fla) gene, we determined that Borrelia amplicons extracted from I. scapularis adults belonged to B. burgdorferi sensu stricto (s.s.), which is pathogenic to humans and certain domestic animals. Based on the distribution of I. scapularis adults within the river basin, it appears likely that migratory birds provide an annual influx of I. scapularis immatures during northward spring migration. Health-care providers need to be aware that local residents can present with Lyme disease symptoms anytime during the year.
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Affiliation(s)
- John D Scott
- Research Division, Lyme Ontario, Fergus, Ontario Canada N1M 2L7
| | - Janet E Foley
- Department of Medicine and Epidemiology, School of Veterinary Medicine, University of California, Davis, USA 95616
| | - John F Anderson
- Department of Entomology and Center for Vector Ecology and Zoonotic Diseases. The Connecticut Agricultural Experiment Station, New Haven, Connecticut, USA 06504
| | - Kerry L Clark
- Epidemiology & Environmental Health, Department of Public Health, University of North Florida, Jacksonville, USA 32224
| | - Lance A Durden
- Department of Biology, Georgia Southern University, Statesboro, Georgia 30458, USA
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Abstract
The Western blot is an important laboratory technique that allows for specific identification and characterization of proteins. Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE)-separated proteins are electophoretically transferred to a polyvinylidene fluoride (PVDF) membrane which is then incubated with specific antibodies, then developed to show the protein of interest. Here, we describe the transfer and detection of Outer surface protein A (OspA), a protein only found on the surface of Borrelia burgdorferi, the bacteria responsible for Lyme disease.
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Affiliation(s)
- Brianna Kim
- Ceres Nanosciences, Inc., 9385 Discovery Blvd, Manassas, VA, 20110, USA.
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