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Lopez LN, Durbin-Johnson B, Vargas CR, Ruzinski J, Goodling A, Mehrotra R, Vaisar T, Rocke DM, Afkarian M. Comparative Analysis of Protein Quantification by the SomaScan Assay versus Orthogonal Methods in Urine from People with Diabetic Kidney Disease. J Proteome Res 2024; 23:2598-2607. [PMID: 38965919 DOI: 10.1021/acs.jproteome.4c00322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2024]
Abstract
To our knowledge, calibration curves or other validations for thousands of SomaScan aptamers are not publicly available. Moreover, the abundance of urine proteins obtained from these assays is not routinely validated with orthogonal methods (OMs). We report an in-depth comparison of SomaScan readout for 23 proteins in urine samples from patients with diabetic kidney disease (n = 118) vs OMs, including liquid chromatography-targeted mass spectrometry (LC-MS), ELISA, and nephelometry. Pearson correlation between urine abundance of the 23 proteins from SomaScan 3.2 vs OMs ranged from -0.58 to 0.86, with a median (interquartile ratio, [IQR]) of 0.49 (0.18, 0.53). In multivariable linear regression, the SomaScan readout for 6 of the 23 examined proteins (26%) was most strongly associated with the OM-derived abundance of the same (target) protein. For 3 of 23 (13%), the SomaScan and OM-derived abundance of each protein were significantly associated, but the SomaScan readout was more strongly associated with OM-derived abundance of one or more "off-target" proteins. For the remaining 14 proteins (61%), the SomaScan readouts were not significantly associated with the OM-derived abundance of the targeted proteins. In 6 of the latest group, the SomaScan readout was not associated with urine abundance of any of the 23 quantified proteins. To sum, over half of the SomaScan results could not be confirmed by independent orthogonal methods.
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Affiliation(s)
- Lauren N Lopez
- Division of Nephrology, Department of Medicine, University of California, Davis, California 95616, United States
| | - Blythe Durbin-Johnson
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, California 95616, United States
| | - Chenoa R Vargas
- Division of Nephrology, Department of Medicine, University of California, Davis, California 95616, United States
| | - John Ruzinski
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington 98195, United States
| | - Anne Goodling
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington 98195, United States
| | - Rajnish Mehrotra
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington 98195, United States
| | - Tomas Vaisar
- Diabetes Institute, Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington, Seattle,Washington98195,United States
| | - David M Rocke
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, California 95616, United States
| | - Maryam Afkarian
- Division of Nephrology, Department of Medicine, University of California, Davis, California 95616, United States
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2
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Kalpana S, Lin WY, Wang YC, Fu Y, Wang HY. Alternate Antimicrobial Therapies and Their Companion Tests. Diagnostics (Basel) 2023; 13:2490. [PMID: 37568853 PMCID: PMC10417861 DOI: 10.3390/diagnostics13152490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 07/14/2023] [Indexed: 08/13/2023] Open
Abstract
New antimicrobial approaches are essential to counter antimicrobial resistance. The drug development pipeline is exhausted with the emergence of resistance, resulting in unsuccessful trials. The lack of an effective drug developed from the conventional drug portfolio has mandated the introspection into the list of potentially effective unconventional alternate antimicrobial molecules. Alternate therapies with clinically explicable forms include monoclonal antibodies, antimicrobial peptides, aptamers, and phages. Clinical diagnostics optimize the drug delivery. In the era of diagnostic-based applications, it is logical to draw diagnostic-based treatment for infectious diseases. Selection criteria of alternate therapeutics in infectious diseases include detection, monitoring of response, and resistance mechanism identification. Integrating these diagnostic applications is disruptive to the traditional therapeutic development. The challenges and mitigation methods need to be noted. Applying the goals of clinical pharmacokinetics that include enhancing efficacy and decreasing toxicity of drug therapy, this review analyses the strong correlation of alternate antimicrobial therapeutics in infectious diseases. The relationship between drug concentration and the resulting effect defined by the pharmacodynamic parameters are also analyzed. This review analyzes the perspectives of aligning diagnostic initiatives with the use of alternate therapeutics, with a particular focus on companion diagnostic applications in infectious diseases.
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Affiliation(s)
- Sriram Kalpana
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan;
| | - Wan-Ying Lin
- Department of Medicine, University of California San Diego, San Diego, CA 92093, USA;
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Yu-Chiang Wang
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Yiwen Fu
- Department of Medicine, Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA 95051, USA;
| | - Hsin-Yao Wang
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan;
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
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3
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Tayal D, Sethi P, Jain P. Point-of-care test for tuberculosis: a boon in diagnosis. Monaldi Arch Chest Dis 2023; 94. [PMID: 37114932 DOI: 10.4081/monaldi.2023.2528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/17/2023] [Indexed: 04/29/2023] Open
Abstract
Rapid diagnosis of tuberculosis (TB) is an effective measure to eradicate this infectious disease worldwide. Traditional methods for screening TB patients do not provide an immediate diagnosis and thus delay treatment. There is an urgent need for the early detection of TB through point-of-care tests (POCTs). Several POCTs are widely available at primary healthcare facilities that assist in TB screening. In addition to the currently used POCTs, advancements in technology have led to the discovery of newer methods that provide accurate and fast information independent of access to laboratory facilities. In the present article, the authors tried to include and describe the potential POCTs for screening TB in patients. Several molecular diagnostic tests, such as nucleic acid amplification tests, including GeneXpert and TB-loop-mediated isothermal amplification, are currently being used as POCTs. Besides these methods, the pathogenic component of Mycobacterium tuberculosis can also be utilized as a biomarker for screening purposes through immunological assays. Similarly, the host immune response to infection has also been utilized as a marker for the diagnosis of TB. These novel biomarkers might include Mtb85, interferon-γ inducible protein-10, volatile organic compounds, acute-phase proteins, etc. Radiological tests have also been observed as POCTs in the TB screening POCT panel. Various POCTs are performed on samples other than sputum, which further eases the screening process. These POCTs should not require large-scale manpower and infrastructure. Hence, POCT should be able to identify patients with M. tuberculosis infection at the primary healthcare level only. There are several other advanced techniques that have been proposed as future POCTs and have been discussed in the present article.
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Affiliation(s)
- Devika Tayal
- Department of Biochemistry, National Institute of Tuberculosis and Respiratory Disease, New Delhi.
| | - Prabhpreet Sethi
- Department of Pulmonary Medicine, National Institute of Tuberculosis and Respiratory Disease, New Delhi.
| | - Prerna Jain
- Department of Biochemistry, National Institute of Tuberculosis and Respiratory Disease, New Delhi.
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4
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Sohail MU, Mashood F, Oberbach A, Chennakkandathil S, Schmidt F. The role of pathogens in diabetes pathogenesis and the potential of immunoproteomics as a diagnostic and prognostic tool. Front Microbiol 2022; 13:1042362. [PMID: 36483212 PMCID: PMC9724628 DOI: 10.3389/fmicb.2022.1042362] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 10/26/2022] [Indexed: 09/11/2024] Open
Abstract
Diabetes mellitus (DM) is a group of metabolic diseases marked by hyperglycemia, which increases the risk of systemic infections. DM patients are at greater risk of hospitalization and mortality from bacterial, viral, and fungal infections. Poor glycemic control can result in skin, blood, bone, urinary, gastrointestinal, and respiratory tract infections and recurrent infections. Therefore, the evidence that infections play a critical role in DM progression and the hazard ratio for a person with DM dying from any infection is higher. Early diagnosis and better glycemic control can help prevent infections and improve treatment outcomes. Perhaps, half (49.7%) of the people living with DM are undiagnosed, resulting in a higher frequency of infections induced by the hyperglycemic milieu that favors immune dysfunction. Novel diagnostic and therapeutic markers for glycemic control and infection prevention are desirable. High-throughput blood-based immunoassays that screen infections and hyperglycemia are required to guide timely interventions and efficiently monitor treatment responses. The present review aims to collect information on the most common infections associated with DM, their origin, pathogenesis, and the potential of immunoproteomics assays in the early diagnosis of the infections. While infections are common in DM, their role in glycemic control and disease pathogenesis is poorly described. Nevertheless, more research is required to identify novel diagnostic and prognostic markers to understand DM pathogenesis and management of infections. Precise monitoring of diabetic infections by immunoproteomics may provide novel insights into disease pathogenesis and healthy prognosis.
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Affiliation(s)
| | | | - Andreas Oberbach
- Experimental Cardiac Surgery LMU Munich, Department of Cardiac Surgery, Ludwig Maximillian University of Munich, Munich, Germany
| | | | - Frank Schmidt
- Proteomics Core, Weill Cornell Medicine, Doha, Qatar
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5
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Kussrow A, Kammer MN, Massion PP, Webster R, Bornhop DJ. Assay Performance of a Label-Free, Solution-Phase CYFRA 21-1 Determination. ACS OMEGA 2022; 7:31916-31923. [PMID: 36120008 PMCID: PMC9476196 DOI: 10.1021/acsomega.2c02763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
CYFRA 21.1, a cytokeratin fragment of epithelial origin, has long been a valuable blood-based biomarker. As with most biomarkers, the clinical diagnostic value of CYFRA 21.1 is dependent on the quantitative performance of the assay. Looking toward translation, it is shown here that a free-solution assay (FSA) coupled with a compensated interferometric reader (CIR) can be used to provide excellent analytical performance in quantifying CYFRA 21.1 in patient serum samples. This report focuses on the analytical performance of the high-sensitivity (hs)-CYFRA 21.1 assay in the context of quantifying the biomarker in two indeterminate pulmonary nodule (IPN) patient cohorts totaling 179 patients. Each of the ten assay calibrations consisted of 6 concentrations, each run as 7 replicates (e.g., 10 × 6 × 7 data points) and were performed on two different instruments by two different operators. Coefficients of variation (CVs) for the hs-CYFRA 21.1 analytical figures of merit, limit of quantification (LOQ) of ca. 60 pg/mL, B max, initial slope, probe-target binding affinity, and reproducibility of quantifying an unknown were found to range from 2.5 to 8.3%. Our results demonstrate the excellent performance of our FSA-CIR hs-CYFRA 21-1 assay and a proof of concept for potentially redefining the performance characteristics of this existing important candidate biomarker.
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Affiliation(s)
- Amanda
K. Kussrow
- Department
of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Michael N. Kammer
- Division
of Allergy, Pulmonary and Critical Care Medicine and Vanderbilt-Ingram
Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Pierre P. Massion
- Division
of Allergy, Pulmonary and Critical Care Medicine and Vanderbilt-Ingram
Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Rebekah Webster
- Department
of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Darryl J. Bornhop
- Department
of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
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6
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Javaheri A, Diab A, Zhao L, Qian C, Cohen JB, Zamani P, Kumar A, Wang Z, Ebert C, Maranville J, Kvikstad E, Basso M, van Empel V, Richards AM, Doughty R, Rietzschell E, Kammerhoff K, Gogain J, Schafer P, Seiffert DA, Gordon DA, Ramirez-Valle F, Mann DL, Cappola TP, Chirinos JA. Proteomic Analysis of Effects of Spironolactone in Heart Failure With Preserved Ejection Fraction. Circ Heart Fail 2022; 15:e009693. [PMID: 36126144 PMCID: PMC9504263 DOI: 10.1161/circheartfailure.121.009693] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 06/16/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND The TOPCAT trial (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist Trial) suggested clinical benefits of spironolactone treatment among patients with heart failure with preserved ejection fraction enrolled in the Americas. However, a comprehensive assessment of biologic pathways impacted by spironolactone therapy in heart failure with preserved ejection fraction has not been performed. METHODS We conducted aptamer-based proteomic analysis utilizing 5284 modified aptamers to 4928 unique proteins on plasma samples from TOPCAT participants from the Americas (n=164 subjects with paired samples at baseline and 1 year) to identify proteins and pathways impacted by spironolactone therapy in heart failure with preserved ejection fraction. Mean percentage change from baseline was calculated for each protein. Additionally, we conducted pathway analysis of proteins altered by spironolactone. RESULTS Spironolactone therapy was associated with proteome-wide significant changes in 7 proteins. Among these, CARD18 (caspase recruitment domain-containing protein 18), PKD2 (polycystin 2), and PSG2 (pregnancy-specific glycoprotein 2) were upregulated, whereas HGF (hepatic growth factor), PLTP (phospholipid transfer protein), IGF2R (insulin growth factor 2 receptor), and SWP70 (switch-associated protein 70) were downregulated. CARD18, a caspase-1 inhibitor, was the most upregulated protein by spironolactone (-0.5% with placebo versus +66.5% with spironolactone, P<0.0001). The top canonical pathways that were significantly associated with spironolactone were apelin signaling, stellate cell activation, glycoprotein 6 signaling, atherosclerosis signaling, liver X receptor activation, and farnesoid X receptor activation. Among the top pathways, collagens were a consistent theme that increased in patients receiving placebo but decreased in patients randomized to spironolactone. CONCLUSIONS Proteomic analysis in the TOPCAT trial revealed proteins and pathways altered by spironolactone, including the caspase inhibitor CARD18 and multiple pathways that involved collagens. In addition to effects on fibrosis, our studies suggest potential antiapoptotic effects of spironolactone in heart failure with preserved ejection fraction, a hypothesis that merits further exploration.
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Affiliation(s)
- Ali Javaheri
- Washington University School of Medicine, St. Louis, MO
| | - Ahmed Diab
- Washington University School of Medicine, St. Louis, MO
| | - Lei Zhao
- Bristol Myers Squibb Company, Lawrenceville, NJ
| | - Chenao Qian
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Jordana B. Cohen
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Payman Zamani
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Anupam Kumar
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | | | | | | | | | | | - Vanessa van Empel
- Department of Cardiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - A. Mark Richards
- Cardiovascular Research Institute, National University of Singapore, Singapore
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Rob Doughty
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Ernst Rietzschell
- Department of Cardiovascular Diseases, Ghent University Hospital, Ghent, Belgium
| | | | | | | | | | | | | | | | - Thomas P. Cappola
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Julio A. Chirinos
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
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7
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Khimova E, Gonzalo X, Popova Y, Eliseev P, Andrey M, Nikolayevskyy V, Broda A, Drobniewski F. Urine biomarkers of pulmonary tuberculosis. Expert Rev Respir Med 2022; 16:615-621. [PMID: 35702997 DOI: 10.1080/17476348.2022.2090341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Sputum-based tuberculosis diagnosis does not address the needs of certain categories of patients. Active development of a noninvasive urine-based diagnosis could provide an alternative approach. We reviewed publications covering more than 30 urine biomarkers proposed as significant for TB diagnosis. Analytical approaches were heterogeneous in design and methods; few studies on diagnostic outcome prediction described a formal specificity and sensitivity analysis. AREAS COVERED This review describes studies of non-sputum diagnostic approaches of pulmonary TB based on urine using specific TB biomarkers. The search was performed until December 2021, using terms [Tuberculosis] + [urine] + [biomarkers] in PubMed and Cochrane databases. Publications concerning LAM urine diagnostics were excluded as they have been described elsewhere. EXPERT OPINION Microbiological culture of sputum is considered to be the 'gold standard' diagnostic for pulmonary TB but the methodology is slow due to the slow growth of the TB bacteria. Urine provides a large volume of sample. Investigators have evaluated urine for either TB pathogen biomarkers or host biomarkers with some success as the review demonstrates. Detection sensitivity remains a significant problem. In future, combination of host and pathogen biomarkers could increase the sensitivity and specificity of TB diagnosis.
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Affiliation(s)
- Elena Khimova
- Department of Phthisiopulmonology, Northern State Medical University, Arkhangelsk, Russia
| | - Ximena Gonzalo
- Department of Infectious Diseases, Imperial College London, London, UK
| | - Yulia Popova
- Department of Phthisiopulmonology, Northern State Medical University, Arkhangelsk, Russia
| | - Platon Eliseev
- Department of Phthisiopulmonology, Northern State Medical University, Arkhangelsk, Russia
| | - Maryandyshev Andrey
- Department of Phthisiopulmonology, Northern State Medical University, Arkhangelsk, Russia
| | | | - Agnieszka Broda
- Department of Infectious Diseases, Imperial College London, London, UK
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8
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Liu S, Xu Y, Jiang X, Tan H, Ying B. Translation of aptamers toward clinical diagnosis and commercialization. Biosens Bioelectron 2022; 208:114168. [PMID: 35364525 DOI: 10.1016/j.bios.2022.114168] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 02/28/2022] [Accepted: 03/07/2022] [Indexed: 02/08/2023]
Abstract
The dominance of antibodies in diagnostics has gradually changed following the discovery of aptamers in the early 1990s. Aptamers offer inherent advantages over traditional antibodies, including higher specificity, higher affinity, smaller size, greater stability, ease of manufacture, and low immunogenicity, rendering them the best candidates for point-of-care testing (POCT). In the past 20 years, the research community and pharmaceutical companies have made great efforts to promote the development of aptamer technology. Macugen® (pegaptanib) was the first aptamer drug approved by the US Food and Drug Administration (FDA), and various aptamer-based diagnostics show great promise in preclinical research and clinical trials. In this review, we introduce recent literature, ongoing clinical trials, commercial reagents of aptamer-based diagnostics, discuss the FDA regulatory mechanisms, and highlight the prospects and challenges in translating these studies into viable clinical diagnostic tools.
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Affiliation(s)
- Shan Liu
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Department of Medical Genetics, Department of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology, Chengdu, 610072, China
| | - Yixin Xu
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, 610041, China; Med+ Molecular Diagnostics Institute of West China Hospital/West China School of Medicine, Chengdu, 610041, China
| | - Xin Jiang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, 610041, China; Med+ Molecular Diagnostics Institute of West China Hospital/West China School of Medicine, Chengdu, 610041, China
| | - Hong Tan
- Department of General Surgery, Chengdu Integrated TCM&Western Medicine Hospital (Chengdu First People's Hospital), Chengdu, 610041, China.
| | - Binwu Ying
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, 610041, China; Med+ Molecular Diagnostics Institute of West China Hospital/West China School of Medicine, Chengdu, 610041, China.
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9
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Abstract
The extraction and separation of native mycobacterial proteins remain necessary for antigen discovery, elucidation of enzymes to improve rational drug design, identification of physiologic mechanisms, use as reagents for diagnostics, and defining host immune responses. In this chapter, methods for the manipulation of whole mycobacterial cells and culture exudates are described in detail as these methods are the requisite first steps towards native protein isolation. Specifically, several methods for the inactivation of viable Mycobacterium tuberculosis along with qualification assays are provided, as this is key to safe manipulation of cell pastes for downstream processes. Next, the concentration of spent culture filtrate media in order to permit separation of soluble, secreted proteins is described followed by the separation of mycobacteria extracellular vesicles (MEV) from the remaining soluble proteins in spent media. We then describe the generation of whole-cell lysate and facile separation of lysate into subcellular fractions to afford cell wall, cell membrane, and cytosol-enriched proteins. Due to the hydrophobic nature of cell wall and cell membrane proteins, several extraction protocols to resolve protein subsets (such as extraction with urea and SDS) are also provided. Finally, methods for separation of hydrophobic and hydrophilic proteins from both whole-cell lysate and spent culture media are included. While these methods were optimized for the manipulation of Mycobacterium tuberculosis cells, they have been successfully applied to extract and isolate Mycobacterium leprae, Mycobacterium ulcerans, and Mycobacterium avium proteins.
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10
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Martin DR, Sibuyi NR, Dube P, Fadaka AO, Cloete R, Onani M, Madiehe AM, Meyer M. Aptamer-Based Diagnostic Systems for the Rapid Screening of TB at the Point-of-Care. Diagnostics (Basel) 2021; 11:1352. [PMID: 34441287 PMCID: PMC8391981 DOI: 10.3390/diagnostics11081352] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 07/07/2021] [Accepted: 07/12/2021] [Indexed: 12/17/2022] Open
Abstract
The transmission of Tuberculosis (TB) is very rapid and the burden it places on health care systems is felt globally. The effective management and prevention of this disease requires that it is detected early. Current TB diagnostic approaches, such as the culture, sputum smear, skin tuberculin, and molecular tests are time-consuming, and some are unaffordable for low-income countries. Rapid tests for disease biomarker detection are mostly based on immunological assays that use antibodies which are costly to produce, have low sensitivity and stability. Aptamers can replace antibodies in these diagnostic tests for the development of new rapid tests that are more cost effective; more stable at high temperatures and therefore have a better shelf life; do not have batch-to-batch variations, and thus more consistently bind to a specific target with similar or higher specificity and selectivity and are therefore more reliable. Advancements in TB research, in particular the application of proteomics to identify TB specific biomarkers, led to the identification of a number of biomarker proteins, that can be used to develop aptamer-based diagnostic assays able to screen individuals at the point-of-care (POC) more efficiently in resource-limited settings.
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Affiliation(s)
- Darius Riziki Martin
- DSI/Mintek Nanotechnology Innovation Centre-Biolabels Node, Department of Biotechnology, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa; (D.R.M.); (N.R.S.); (P.D.); (A.O.F.); (A.M.M.)
- South African Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa;
| | - Nicole Remaliah Sibuyi
- DSI/Mintek Nanotechnology Innovation Centre-Biolabels Node, Department of Biotechnology, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa; (D.R.M.); (N.R.S.); (P.D.); (A.O.F.); (A.M.M.)
| | - Phumuzile Dube
- DSI/Mintek Nanotechnology Innovation Centre-Biolabels Node, Department of Biotechnology, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa; (D.R.M.); (N.R.S.); (P.D.); (A.O.F.); (A.M.M.)
| | - Adewale Oluwaseun Fadaka
- DSI/Mintek Nanotechnology Innovation Centre-Biolabels Node, Department of Biotechnology, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa; (D.R.M.); (N.R.S.); (P.D.); (A.O.F.); (A.M.M.)
| | - Ruben Cloete
- South African Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa;
| | - Martin Onani
- Department of Chemistry, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa;
| | - Abram Madimabe Madiehe
- DSI/Mintek Nanotechnology Innovation Centre-Biolabels Node, Department of Biotechnology, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa; (D.R.M.); (N.R.S.); (P.D.); (A.O.F.); (A.M.M.)
| | - Mervin Meyer
- DSI/Mintek Nanotechnology Innovation Centre-Biolabels Node, Department of Biotechnology, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa; (D.R.M.); (N.R.S.); (P.D.); (A.O.F.); (A.M.M.)
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11
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Srivastava S, Abraham PR, Mukhopadhyay S. Aptamers: An Emerging Tool for Diagnosis and Therapeutics in Tuberculosis. Front Cell Infect Microbiol 2021; 11:656421. [PMID: 34277465 PMCID: PMC8280756 DOI: 10.3389/fcimb.2021.656421] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 06/09/2021] [Indexed: 11/13/2022] Open
Abstract
Tuberculosis (TB) has been plaguing human civilization for centuries, and currently around one-third of the global population is affected with TB. Development of novel intervention tools for early diagnosis and therapeutics against Mycobacterium tuberculosis (M.tb) is the main thrust area in today's scenario. In this direction global efforts were made to use aptamers, the chemical antibodies as tool for TB diagnostics and therapeutics. This review describes the various aptamers introduced for targeting M.tb and highlights the need for development of novel aptamers to selectively target virulent proteins of M.tb for vaccine and anti-TB drugs. The objective of this review is to highlight the diagnostic and therapeutic application of aptamers used for tuberculosis. The discovery of aptamers, SELEX technology, different types of SELEX development processes, DNA and RNA aptamers reported for diseases and pathogenic agents as well have also been described in detail. But the emphasis of this review is on the development of aptamers which can block the function of virulent mycobacterial components for developing newer TB vaccine candidates and/or drug targets. Aptamers designed to target M.tb cell wall proteins, virulent factors, secretory proteins, or combination could orchestrate advanced diagnosis and therapeutic measures for tuberculosis.
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Affiliation(s)
- Shruti Srivastava
- Laboratory of Molecular Cell Biology, Centre for DNA Fingerprinting and Diagnostics (CDFD), Hyderabad, India
| | - Philip Raj Abraham
- Unit of OMICS, ICMR-Vector Control Research Centre (VCRC), Puducherry, India
| | - Sangita Mukhopadhyay
- Laboratory of Molecular Cell Biology, Centre for DNA Fingerprinting and Diagnostics (CDFD), Hyderabad, India
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12
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Jain S, Kaur J, Prasad S, Roy I. Nucleic acid therapeutics: a focus on the development of aptamers. Expert Opin Drug Discov 2020; 16:255-274. [PMID: 32990095 DOI: 10.1080/17460441.2021.1829587] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Aptamers provide exciting opportunities for the development of specific and targeted therapeutic approaches. AREAS COVERED In this review, the authors discuss different therapeutic options available with nucleic acids, including aptamers, focussing on similarities and differences between them. The authors concentrate on case studies with specific aptamers, which exemplify their distinct advantages. The reasons for failure, wherever available, are deliberated upon. Attempts to accelerate the in vitro selection process have been discussed. Challenges with aptamers in terms of their specificity and targeted delivery and strategies to overcome these are described. Examples of precise regulation of systemic half-life of aptamers using antidotes are discussed. EXPERT OPINION Despite their nontoxic nature, a variety of reasons limit the therapeutic potential of aptamers in the clinic. The analysis of adverse effects observed with the pegnivacogin/anivamersen pair has highlighted the need to screen for preexisting PEG antibodies in any clinical trial involving pegylated molecules. Surprisingly, and promisingly, the ability of nucleic acid therapeutics to breach the blood brain barrier seems achievable. The recognition of specific motifs, e.g. G-quadruplex in thrombin-binding aptamers, or a 'nucleation' zone while designing aptamer-antidote pairs, is likely to accelerate the discovery of therapeutically efficacious molecules.
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Affiliation(s)
- Swati Jain
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Punjab, India
| | - Jaskirat Kaur
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Punjab, India
| | - Shivcharan Prasad
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Punjab, India
| | - Ipsita Roy
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Punjab, India
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Aptamers in diagnosis and therapeutics against the antimicrobial-resistant microorganisms: recent trends and challenges. Bioanalysis 2020; 12:1111-1115. [PMID: 32757867 DOI: 10.4155/bio-2020-0099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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14
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Chemical Modification of Aptamers for Increased Binding Affinity in Diagnostic Applications: Current Status and Future Prospects. Int J Mol Sci 2020; 21:ijms21124522. [PMID: 32630547 PMCID: PMC7350236 DOI: 10.3390/ijms21124522] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 06/19/2020] [Accepted: 06/22/2020] [Indexed: 12/13/2022] Open
Abstract
Aptamers are short single stranded DNA or RNA oligonucleotides that can recognize analytes with extraordinary target selectivity and affinity. Despite their promising properties and diagnostic potential, the number of commercial applications remains scarce. In order to endow them with novel recognition motifs and enhanced properties, chemical modification of aptamers has been pursued. This review focuses on chemical modifications, aimed at increasing the binding affinity for the aptamer's target either in a non-covalent or covalent fashion, hereby improving their application potential in a diagnostic context. An overview of current methodologies will be given, thereby distinguishing between pre- and post-SELEX (Systematic Evolution of Ligands by Exponential Enrichment) modifications.
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Chen J, Chen Z, Wang W, Hou S, Cai J, Xia L, Lu Y. Development of DNA vaccines encoding ribosomal proteins (RplL and RpsA) against Nocardia seriolae infection in fish. FISH & SHELLFISH IMMUNOLOGY 2020; 96:201-212. [PMID: 31830563 DOI: 10.1016/j.fsi.2019.12.014] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 12/03/2019] [Accepted: 12/08/2019] [Indexed: 06/10/2023]
Abstract
Nocardia seriolae, a Gram-positive pathogen, has been identified as the causative agent of fish nocardiosis. DNA vaccination has been proven to be effective in conferring protection against bacterial infection in fish. The 30S ribosomal protein S1 (RpsA) and 50S ribosomal protein L7/L12 (RplL) were identified to be the common immunodominant antigens of three fish pathogenic Nocardia (N. seriolae, N. salmonicida and N. asteroids) by immunoproteomics profiling in our previous study. In current study, the immunogenicity and protective efficacy of two DNA vaccines encoding RplL and RpsA were evaluated and compared in hybrid snakehead. The results showed vaccination of hybrid snakehead with the pcDNA-RplL and pcDNA-RpsA DNA vaccines provided protective efficacy with relative percentage survival (RPS) of 78.31% and 71.08%, respectively. Meanwhile, the immune response of hybrid snakehead induced by these two DNA vaccines were investigated, and it revealed that the non-specific immunity parameters (serum lysozyme (LYZ), peroxidase (POD), acid phosphatase (ACP), alkaline phosphatase (AKP) and superoxide dismutase (SOD) activities), specific antibody (IgM) production and immune-related genes expression (MHCIα, MHCIIα, CD4, CD8α, IL-1β and TNFα) were significantly increased compared with the corresponding control groups after immunization. Taken together, these results indicated that both pcDNA-RplL and pcDNA-RpsA DNA vaccines could boost the innate, humoral and cellular immune responses in hybrid snakehead and show highly protective efficacy against fish nocardiosis, suggesting that ribosomal proteins RplL and RpsA were promising candidates for DNA vaccines and it will promote the vaccine development against fish nocardiosis.
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Affiliation(s)
- Jianlin Chen
- Shenzhen Institute of Guangdong Ocean University, Shenzhen, Guangdong, China; Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering Research Center for Aquatic Animal Health Assessment, Shenzhen, Guangdong, China; Guangdong Provincial Key Laboratory of Pathogenic Biology and Epidemiology for Aquatic Economic Animals, Zhanjiang, Guangdong, China
| | - Zhenwei Chen
- Shenzhen Institute of Guangdong Ocean University, Shenzhen, Guangdong, China; Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering Research Center for Aquatic Animal Health Assessment, Shenzhen, Guangdong, China
| | - Wenji Wang
- Shenzhen Institute of Guangdong Ocean University, Shenzhen, Guangdong, China; Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering Research Center for Aquatic Animal Health Assessment, Shenzhen, Guangdong, China; Guangdong Provincial Key Laboratory of Pathogenic Biology and Epidemiology for Aquatic Economic Animals, Zhanjiang, Guangdong, China
| | - Suying Hou
- Shenzhen Institute of Guangdong Ocean University, Shenzhen, Guangdong, China; Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering Research Center for Aquatic Animal Health Assessment, Shenzhen, Guangdong, China; Guangdong Provincial Key Laboratory of Pathogenic Biology and Epidemiology for Aquatic Economic Animals, Zhanjiang, Guangdong, China
| | - Jia Cai
- Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Key Laboratory of Pathogenic Biology and Epidemiology for Aquatic Economic Animals, Zhanjiang, Guangdong, China
| | - Liqun Xia
- Shenzhen Institute of Guangdong Ocean University, Shenzhen, Guangdong, China; Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering Research Center for Aquatic Animal Health Assessment, Shenzhen, Guangdong, China; Guangxi Key Lab for Marine Biotechnology, Guangxi Institute of Oceanography, Guangxi Academy of Sciences, Beihai, Guangxi, China; Shenzhen Public Service Platform for Evaluation of Marine Economic Animal Seedings, Shenzhen, Guangdong, China.
| | - Yishan Lu
- Shenzhen Institute of Guangdong Ocean University, Shenzhen, Guangdong, China; Fisheries College of Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering Research Center for Aquatic Animal Health Assessment, Shenzhen, Guangdong, China; Guangdong Provincial Key Laboratory of Pathogenic Biology and Epidemiology for Aquatic Economic Animals, Zhanjiang, Guangdong, China; Guangxi Key Lab for Marine Biotechnology, Guangxi Institute of Oceanography, Guangxi Academy of Sciences, Beihai, Guangxi, China; Shenzhen Public Service Platform for Evaluation of Marine Economic Animal Seedings, Shenzhen, Guangdong, China.
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Ochsner UA, Green LS, Rice TP, Olivas E, Janjic N, Katilius E. Targeting Unique Epitopes on Highly Similar Proteins GDF-11 and GDF-8 with Modified DNA Aptamers. Biochemistry 2019; 58:4632-4640. [PMID: 31638376 DOI: 10.1021/acs.biochem.9b00760] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The mature forms of the TGF-β family members GDF-11 and GDF-8 are highly similar 25 kDa homodimers with 90% amino acid sequence identity and 99% similarity. Cross-reactivity of GDF-11 and GDF-8 binding reagents is common, making it difficult to attribute distinct roles of these two proteins in biology. We report the selection of GDF-11 and GDF-8 specific SOMAmer (Slow Off-rate Modified Aptamer) reagents aided by a combination of positive selection for one protein coupled with counter-selection against the other. We identified GDF-11 specific SOMAmer reagents from four modified DNA libraries that showed a high affinity (Kd range 0.05-1.2 nM) for GDF-11 but did not bind to GDF-8 (Kd > 1 μM). Conversely, we identified one SOMAmer reagent for GDF-8 from one of the modified libraries that demonstrated excellent affinity (Kd = 0.23 nM) and specificity. In contrast, standard protocols that utilized only positive selection produced binding reagents with similar affinity for both proteins. High affinity and specificity were efficiently encoded in minimal sequences of 21 nucleotides for GDF-11 and 24 nucleotides for GDF-8. Further characterization in pull-down, competition, sandwich-binding, and kinetic studies revealed robust binding under a wide range of buffer and assay conditions. For highly similar proteins like GDF-11 and GDF-8, our method of selection coupled with counter-selection was essential for identification of high-affinity, specific reagents that have the potential to elucidate the fundamental distinction of these growth factors in biology.
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Affiliation(s)
- Urs A Ochsner
- SomaLogic, Inc. , 2945 Wilderness Place , Boulder , Colorado 80301 , United States
| | - Louis S Green
- SomaLogic, Inc. , 2945 Wilderness Place , Boulder , Colorado 80301 , United States
| | - Taylor P Rice
- SomaLogic, Inc. , 2945 Wilderness Place , Boulder , Colorado 80301 , United States
| | - Edgar Olivas
- SomaLogic, Inc. , 2945 Wilderness Place , Boulder , Colorado 80301 , United States
| | - Nebojsa Janjic
- SomaLogic, Inc. , 2945 Wilderness Place , Boulder , Colorado 80301 , United States
| | - Evaldas Katilius
- SomaLogic, Inc. , 2945 Wilderness Place , Boulder , Colorado 80301 , United States
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Kammer MN, Kussrow AK, Webster RL, Chen H, Hoeksema M, Christenson R, Massion PP, Bornhop DJ. Compensated Interferometry Measures of CYFRA 21-1 Improve Diagnosis of Lung Cancer. ACS COMBINATORIAL SCIENCE 2019; 21:465-472. [PMID: 31022347 DOI: 10.1021/acscombsci.9b00022] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Diagnosis of lung cancer patients with indeterminate pulmonary nodules (IPNs) presents a significant clinical challenge, with morbidity and management costs of $28 billion/year. We show that a quantitative free-solution assay (FSA), coupled with a compensated interferometric reader (CIR), improves the diagnostic performance of CYFRA 21-1 as a lung cancer biomarker. FSA-CIR is a rapid, mix-and-read, isothermal, label- and enzyme-free, matrix-insensitive, and target and probe-agnostic assay. Operating FSA-CIR at ∼40, 0.75 μL samples/day delivered a serum CYFRA 21-1 limit of quantification (LOQ) of 81 pg/mL with intra-assay and interassay CVs of 4.9% and 9.6% for four-day replicate determinations. Blinded analysis of a 225 patient cohort, consisting of 75 nonmalignant nodules, 45 adenocarcinomas, 44 squamous cell carcinomas, and 61 small cell lung cancers, gave a clear separation of cases and controls, not observed in the Cobas ECL analysis. The area under the curve (AUC) for the Mayo model increased from 0.595 to 0.923 when combined with the FSA-CIR CYFRA 21-1 measurements. In a population with nodules between 6 and 30 mm, the AUC increased from 0.567 to 0.943. In this subgroup, the positive predictive value (PPV) for all tumors by the CYFRA 21-1 assay was 98.7%. Our results demonstrate increased performance of the CYFRA 21-1 assay using FSA-CIR and represents a proof of concept for redefining the performance characteristics of this important candidate biomarker.
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Affiliation(s)
- Michael N. Kammer
- Department of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Amanda K. Kussrow
- Department of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Rebekah L. Webster
- Department of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Heidi Chen
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
| | - Megan Hoeksema
- Division of Allergy, Pulmonary and Critical Care Medicine and Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
| | - Robert Christenson
- Department of Pathology, University of Maryland, Baltimore, Maryland 21201, United States
| | - Pierre P. Massion
- Division of Allergy, Pulmonary and Critical Care Medicine and Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
| | - Darryl J. Bornhop
- Department of Chemistry and The Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
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Broger T, Tsionksy M, Mathew A, Lowary TL, Pinter A, Plisova T, Bartlett D, Barbero S, Denkinger CM, Moreau E, Katsuragi K, Kawasaki M, Nahid P, Sigal GB. Sensitive electrochemiluminescence (ECL) immunoassays for detecting lipoarabinomannan (LAM) and ESAT-6 in urine and serum from tuberculosis patients. PLoS One 2019; 14:e0215443. [PMID: 30998715 PMCID: PMC6472883 DOI: 10.1371/journal.pone.0215443] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 04/02/2019] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Tuberculosis (TB) infection was responsible for an estimated 1.3 million deaths in 2017. Better diagnostic tools are urgently needed. We sought to determine whether accurate TB antigen detection in blood or urine has the potential to meet the WHO target product profiles for detection of active TB. MATERIALS AND METHODS We developed Electrochemiluminescence (ECL) immunoassays for Lipoarabinomannan (LAM) and ESAT-6 detection with detection limits in the pg/ml range and used them to compare the concentrations of the two antigens in the urine and serum of 81 HIV-negative and -positive individuals with presumptive TB enrolled across diverse geographic sites. RESULTS LAM and ESAT-6 overall sensitivities in urine were 93% and 65% respectively. LAM and ESAT-6 overall sensitivities in serum were 55% and 46% respectively. Overall specificity was ≥97% in all assays. Sensitivities were higher in HIV-positive compared to HIV-negative patients for both antigens and both sample types, with signals roughly 10-fold higher on average in urine than in serum. The two antigens showed similar concentration ranges within the same sample type and correlated. CONCLUSIONS LAM and ESAT-6 can be detected in the urine and serum of TB patients, regardless of the HIV status and further gains in clinical sensitivity may be achievable through assay and reagent optimization. Accuracy in urine was higher with current methods and has the potential to meet the WHO accuracy target if the findings can be transferred to a point-of-care TB test.
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Affiliation(s)
| | - Michael Tsionksy
- Meso Scale Diagnostics, LLC., Rockville, Maryland, United States of America
| | - Anu Mathew
- Meso Scale Diagnostics, LLC., Rockville, Maryland, United States of America
| | - Todd L. Lowary
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, Alberta, Canada
| | - Abraham Pinter
- Public Health Research Institute Center, New Jersey Medical School, Rutgers University, Newark, New Jersey, United States of America
| | - Tatiana Plisova
- Meso Scale Diagnostics, LLC., Rockville, Maryland, United States of America
| | - Daniel Bartlett
- Meso Scale Diagnostics, LLC., Rockville, Maryland, United States of America
| | - Simone Barbero
- Meso Scale Diagnostics, LLC., Rockville, Maryland, United States of America
| | | | | | | | | | - Payam Nahid
- University of California, San Francisco, California, United States of America
| | - George B. Sigal
- Meso Scale Diagnostics, LLC., Rockville, Maryland, United States of America
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Antipova OM, Zavyalova EG, Golovin AV, Pavlova GV, Kopylov AM, Reshetnikov RV. Advances in the Application of Modified Nucleotides in SELEX Technology. BIOCHEMISTRY (MOSCOW) 2018; 83:1161-1172. [PMID: 30472954 DOI: 10.1134/s0006297918100024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Aptamers are widely used as molecular recognition elements for detecting and blocking functional biological molecules. Since the common "alphabet" of DNA and RNA consists of only four letters, the chemical diversity of aptamers is less than the diversity of protein recognition elements built of 20 amino acids. Chemical modification of nucleotides enlarges the potential of DNA/RNA aptamers. This review describes the latest achievements in a variety of approaches to aptamers selection with an extended genetic alphabet.
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Affiliation(s)
- O M Antipova
- Lomonosov Moscow State University, Faculty of Chemistry, Moscow, 119991, Russia. .,Apto-Pharm Ltd., Moscow, 115564, Russia
| | - E G Zavyalova
- Lomonosov Moscow State University, Faculty of Chemistry, Moscow, 119991, Russia.,Apto-Pharm Ltd., Moscow, 115564, Russia
| | - A V Golovin
- Apto-Pharm Ltd., Moscow, 115564, Russia.,Lomonosov Moscow State University, Faculty of Bioengineering and Bioinformatics, Moscow, 119234, Russia.,Sechenov First Moscow State Medical University, Institute of Molecular Medicine, Moscow, 119991, Russia
| | - G V Pavlova
- Apto-Pharm Ltd., Moscow, 115564, Russia.,Sechenov First Moscow State Medical University, Institute of Molecular Medicine, Moscow, 119991, Russia.,Institute of Gene Biology, Russian Academy of Sciences, Moscow, 119334, Russia.,Burdenko National Scientific and Practical Center for Neurosurgery, Ministry of Healthcare of the Russian Federation, Moscow, 125047, Russia
| | - A M Kopylov
- Lomonosov Moscow State University, Faculty of Chemistry, Moscow, 119991, Russia.,Apto-Pharm Ltd., Moscow, 115564, Russia
| | - R V Reshetnikov
- Apto-Pharm Ltd., Moscow, 115564, Russia.,Lomonosov Moscow State University, Faculty of Bioengineering and Bioinformatics, Moscow, 119234, Russia.,Sechenov First Moscow State Medical University, Institute of Molecular Medicine, Moscow, 119991, Russia.,Institute of Gene Biology, Russian Academy of Sciences, Moscow, 119334, Russia
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Norman KC, Moore BB, Arnold KB, O’Dwyer DN. Proteomics: Clinical and research applications in respiratory diseases. Respirology 2018; 23:993-1003. [PMID: 30105802 PMCID: PMC6234509 DOI: 10.1111/resp.13383] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 07/05/2018] [Accepted: 07/19/2018] [Indexed: 12/27/2022]
Abstract
The proteome is the study of the protein content of a definable component of an organism in biology. However, the tissue-specific expression of proteins and the varied post-translational modifications, splice variants and protein-protein complexes that may form, make the study of protein a challenging yet vital tool in answering many of the unanswered questions in medicine and biology to date. Indeed, the spatial, temporal and functional composition of proteins in the human body has proven difficult to elucidate for many years. Given the effect of microRNA and epigenetic regulation on silencing and enhancing gene transcription, the study of protein arguably provides more accurate information on homeostasis and perturbation in health and disease. There have been significant advances in the field of proteomics in recent years, with new technologies and platforms available to the research community. In this review, we briefly discuss some of these new technologies and developments in the context of respiratory disease. We also discuss the types of data science approaches to analyses and interpretation of the large volumes of data generated in proteomic studies. We discuss the application of these technologies with regard to respiratory disease and highlight the potential for proteomics in generating major advances in the understanding of respiratory pathophysiology into the future.
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Affiliation(s)
- Katy C. Norman
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, USA
| | - Bethany B. Moore
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor, USA
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, USA
| | - Kelly B. Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, USA
| | - David N. O’Dwyer
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor, USA
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Kaur H, Bruno JG, Kumar A, Sharma TK. Aptamers in the Therapeutics and Diagnostics Pipelines. Theranostics 2018; 8:4016-4032. [PMID: 30128033 PMCID: PMC6096388 DOI: 10.7150/thno.25958] [Citation(s) in RCA: 231] [Impact Index Per Article: 38.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 05/16/2018] [Indexed: 12/17/2022] Open
Abstract
Aptamers are short single-stranded DNA or RNA oligonucleotides that can selectively bind to small molecular ligands or protein targets with high affinity and specificity, by acquiring unique three-dimensional structures. Aptamers have the advantage of being highly specific, relatively small in size, non-immunogenic and can be easily stabilized by chemical modifications, thus allowing expansion of their diagnostic and therapeutic potential. Since the invention of aptamers in the early 1990s, great efforts have been made to make them clinically relevant for diseases like macular degeneration, cancer, thrombosis and inflammatory diseases. Furthermore, owing to the aforementioned advantages and unique adaptability of aptamers to point-of-care platforms, aptamer technology has created a stable niche in the field of in vitro diagnostics by enhancing the speed and accuracy of diagnoses. The aim of this review is to give an overview on aptamers, highlight the inherent therapeutic and diagnostic opportunities and challenges associated with them and present various aptamers that have reached therapeutic clinical trials, diagnostic markets or that have immediate translational potential for therapeutics and diagnostics applications.
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Affiliation(s)
| | - John G. Bruno
- Operational Technologies Corporation, 4100 NW Loop 410, Suite 100, San Antonio, Texas 78229, USA
| | - Amit Kumar
- Discipline of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Simrol, Indore, 453552, India
| | - Tarun Kumar Sharma
- Center for Biodesign and Diagnostics, Translational Health Science and Technology Institute (THSTI), Faridabad-121001, Haryana, India
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Golichenari B, Nosrati R, Farokhi-Fard A, Abnous K, Vaziri F, Behravan J. Nano-biosensing approaches on tuberculosis: Defy of aptamers. Biosens Bioelectron 2018; 117:319-331. [PMID: 29933223 DOI: 10.1016/j.bios.2018.06.025] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 06/04/2018] [Accepted: 06/10/2018] [Indexed: 12/12/2022]
Abstract
Tuberculosis is a major global health problem caused by the bacterium Mycobacterium tuberculosis (Mtb) complex. According to WHO reports, 53 million TB patients died from 2000 to 2016. Therefore, early diagnosis of the disease is of great importance for global health care programs. The restrictions of traditional methods have encouraged the development of innovative methods for rapid, reliable, and cost-effective diagnosis of tuberculosis. In recent years, aptamer-based biosensors or aptasensors have drawn great attention to sensitive and accessible detection of tuberculosis. Aptamers are small short single-stranded molecules of DNA or RNA that fold to a unique form and bind to targets. Once combined with nanomaterials, nano-scale aptasensors provide powerful analytical platforms for diagnosing of tuberculosis. Various groups designed and studied aptamers specific for the whole cells of M. tuberculosis, mycobacterial proteins and IFN-γ for early diagnosis of TB. Advantages such as high specificity and strong affinity, potential for binding to a larger variety of targets, increased stability, lower costs of synthesis and storage requirements, and lower probability of contamination make aptasensors pivotal alternatives for future TB diagnostics. In recent years, the concept of SOMAmer has opened new horizons in high precision detection of tuberculosis biomarkers. This review article provides a description of the research progresses of aptamer-based and SOMAmer-based biosensors and nanobiosensors for the detection of tuberculosis.
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Affiliation(s)
- Behrouz Golichenari
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Pharmaceutical Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Rahim Nosrati
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran; Molecular Microbiology Research Center (MMRC), Shahed University, Tehran, Iran
| | - Aref Farokhi-Fard
- Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Khalil Abnous
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzam Vaziri
- Department of Mycobacteriology and Pulmonary Research, Pasteur Institute of Iran, Tehran, Iran; Microbiology Research Center (MRC), Pasteur Institute of Iran, Tehran, Iran.
| | - Javad Behravan
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran; Mediphage Bioceuticals, Inc., 661 University Avenue, Suite 1300, MaRS Centre, West Tower, Toronto, Canada.
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Pan Q, Luo F, Liu M, Zhang XL. Oligonucleotide aptamers: promising and powerful diagnostic and therapeutic tools for infectious diseases. J Infect 2018; 77:83-98. [PMID: 29746951 PMCID: PMC7112547 DOI: 10.1016/j.jinf.2018.04.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Revised: 01/02/2018] [Accepted: 04/08/2018] [Indexed: 12/21/2022]
Abstract
The entire human population is at risk of infectious diseases worldwide. Thus far, the diagnosis and treatment of human infectious diseases at the molecular and nanoscale levels have been extremely challenging tasks because of the lack of effective probes to identify and recognize biomarkers of pathogens. Oligonucleotide aptamers are a class of small nucleic acid ligands that are composed of single-stranded DNA (ssDNA) or RNA and act as affinity probes or molecular recognition elements for a variety of targets. These aptamers have an exciting potential for diagnose and/or treatment of specific diseases. In this review, we highlight areas where aptamers have been developed as diagnostic and therapeutic agents for both bacterial and viral infectious diseases as well as aptamer-based detection.
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Affiliation(s)
- Qin Pan
- State Key Laboratory of Virology and Department of Immunology School of Basic Medical Sciences, Medical Research Institute and Hubei Province Key Laboratory of Allergy Wuhan University School of Medicine, Donghu Road 185#, Wuhan 430071, PR China
| | - Fengling Luo
- State Key Laboratory of Virology and Department of Immunology School of Basic Medical Sciences, Medical Research Institute and Hubei Province Key Laboratory of Allergy Wuhan University School of Medicine, Donghu Road 185#, Wuhan 430071, PR China
| | - Min Liu
- State Key Laboratory of Virology and Department of Immunology School of Basic Medical Sciences, Medical Research Institute and Hubei Province Key Laboratory of Allergy Wuhan University School of Medicine, Donghu Road 185#, Wuhan 430071, PR China
| | - Xiao-Lian Zhang
- State Key Laboratory of Virology and Department of Immunology School of Basic Medical Sciences, Medical Research Institute and Hubei Province Key Laboratory of Allergy Wuhan University School of Medicine, Donghu Road 185#, Wuhan 430071, PR China.
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Cao C, Zhang F, Goldys EM, Gao F, Liu G. Advances in structure-switching aptasensing towards real time detection of cytokines. Trends Analyt Chem 2018. [DOI: 10.1016/j.trac.2018.03.002] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Discovery and Validation of a Six-Marker Serum Protein Signature for the Diagnosis of Active Pulmonary Tuberculosis. J Clin Microbiol 2017; 55:3057-3071. [PMID: 28794177 PMCID: PMC5625392 DOI: 10.1128/jcm.00467-17] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 07/28/2017] [Indexed: 12/14/2022] Open
Abstract
New non-sputum biomarker tests for active tuberculosis (TB) diagnostics are of the highest priority for global TB control. We performed in-depth proteomic analysis using the 4,000-plex SOMAscan assay on 1,470 serum samples from seven countries where TB is endemic. All samples were from patients with symptoms and signs suggestive of active pulmonary TB that were systematically confirmed or ruled out for TB by culture and clinical follow-up. HIV coinfection was present in 34% of samples, and 25% were sputum smear negative. Serum protein biomarkers were identified by stability selection using L1-regularized logistic regression and by Kolmogorov-Smirnov (KS) statistics. A naive Bayes classifier using six host response markers (HR6 model), including SYWC, kallistatin, complement C9, gelsolin, testican-2, and aldolase C, performed well in a training set (area under the sensitivity-specificity curve [AUC] of 0.94) and in a blinded verification set (AUC of 0.92) to distinguish TB and non-TB samples. Differential expression was also highly significant (P < 10−20) for previously described TB markers, such as IP-10, LBP, FCG3B, and TSP4, and for many novel proteins not previously associated with TB. Proteins with the largest median fold changes were SAA (serum amyloid protein A), NPS-PLA2 (secreted phospholipase A2), and CA6 (carbonic anhydrase 6). Target product profiles (TPPs) for a non-sputum biomarker test to diagnose active TB for treatment initiation (TPP#1) and for a community-based triage or referral test (TPP#2) have been published by the WHO. With 90% sensitivity and 80% specificity, the HR6 model fell short of TPP#1 but reached TPP#2 performance criteria. In conclusion, we identified and validated a six-marker signature for active TB that warrants diagnostic development on a patient-near platform.
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