1
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Schorr HC, Schultz ZD. Digital surface enhanced Raman spectroscopy for quantifiable single molecule detection in flow. Analyst 2024; 149:3711-3715. [PMID: 38895849 PMCID: PMC11229883 DOI: 10.1039/d4an00801d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 06/12/2024] [Indexed: 06/21/2024]
Abstract
Surface enhanced Raman scattering (SERS) provides a label free method of analyzing molecules from diverse and complex signals, potentially with single molecule sensitivity. The chemical specificity inherent in the SERS spectrum can identify molecules; however signal variability arising from the diversity of plasmonic environments can limit quantification, particularly at low concentrations. Here we show that digitizing, or counting SERS events, can decrease the limit of detection in flowing solutions enabling quantification of single molecules. By using multivariate curve resolution and establishing a score threshold, each individual spectrum can be classified as containing an event or not. This binary "yes/no" can then be quantified, and a linear region can be established. This method was shown to lower the limit of detection to the lowest physical limit, and lowered the limit of detection by an order of magnitude from the traditional, intensity based LOD calculations.
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Affiliation(s)
- Hannah C Schorr
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH 43210, USA.
| | - Zachary D Schultz
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH 43210, USA.
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2
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Kudryavtsev DS, Mozhaeva VA, Ivanov IA, Siniavin AE, Kalmykov AS, Gritchenko AS, Khlebtsov BN, Wang SP, Kang B, Tsetlin VI, Balykin VI, Melentiev PN. Optical detection of infectious SARS-CoV-2 virions by counting spikes. NANOSCALE 2024; 16:12424-12430. [PMID: 38887059 DOI: 10.1039/d4nr01236d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Abstract
Existing methods for the mass detection of viruses are limited to the registration of small amounts of a viral genome or specific protein markers. In spite of high sensitivity, the applied methods cannot distinguish between virulent viral particles and non-infectious viral particle debris. We report an approach to solve this long-standing challenge using the SARS-CoV-2 virus as an example. We show that wide-field optical microscopy with the state-of-the-art mesoscopic fluorescent labels, formed by a core-shell plasmonic nanoparticle with fluorescent dye molecules in the core-shell that are strongly coupled to the plasmonic nanoparticle, not only rapidly, i.e. in less than 20 minutes after sampling, detects SARS-CoV-2 virions directly in a patient sample without a pre-concentration step, but can also distinguish between infectious and non-infectious virus strains by counting the spikes on the lipid envelope of individual viral particles.
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Affiliation(s)
- Denis S Kudryavtsev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
- Department of Biology and General Genetics, I.M. Sechenov First Moscow State Medical University, 119048 Moscow, Russia
| | - Vera A Mozhaeva
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
| | - Igor A Ivanov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
| | - Andrey E Siniavin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
- N.F. Gamaleya National Research Center for Epidemiology and Microbiology, Ivanovsky Institute of Virology, Ministry of Health, Moscow, 123098, Russia
| | | | | | - Boris N Khlebtsov
- Institute of Biochemistry and Physiology of Plants and Microorganisms, Saratov Scientific Centre of the Russian Academy of Sciences, Saratov, 410049, Russia
| | - Shao-Peng Wang
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, P. R. China
| | - Bin Kang
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, P. R. China
| | - Victor I Tsetlin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
| | | | - Pavel N Melentiev
- Institute of Spectroscopy RAS, Moscow, Troitsk 108840, Russia.
- Higher School of Economics, National Research University, Moscow, 101000, Russia
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3
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Kremer R, Roth S, Bross A, Danielli A, Noam Y. Using Temporally and Spatially Resolved Measurements to Improve the Sensitivity of Fluorescence-Based Immunoassays. BIOSENSORS 2024; 14:220. [PMID: 38785694 PMCID: PMC11117981 DOI: 10.3390/bios14050220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 04/17/2024] [Accepted: 04/24/2024] [Indexed: 05/25/2024]
Abstract
Detecting low concentrations of biomarkers is essential in clinical laboratories. To improve analytical sensitivity, especially in identifying fluorescently labeled molecules, typical optical detection systems, consisting of a photodetector or camera, utilize time-resolved measurements. Taking a different approach, magnetic modulation biosensing (MMB) is a novel technology that combines fluorescently labeled probes and magnetic particles to create a sandwich assay with the target molecules. By concentrating the target molecules and then using time-resolved measurements, MMB provides the rapid and highly sensitive detection of various biomarkers. Here, we propose a novel signal-processing algorithm that enhances the detection and estimation of target molecules at low concentrations. By incorporating both temporally and spatially resolved measurements using human interleukin-8 as a target molecule, we show that the new algorithm provides a 2-4-fold improvement in the limit of detection and an ~25% gain in quantitative resolution.
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4
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Lista S, Mapstone M, Caraci F, Emanuele E, López-Ortiz S, Martín-Hernández J, Triaca V, Imbimbo C, Gabelle A, Mielke MM, Nisticò R, Santos-Lozano A, Imbimbo BP. A critical appraisal of blood-based biomarkers for Alzheimer's disease. Ageing Res Rev 2024; 96:102290. [PMID: 38580173 DOI: 10.1016/j.arr.2024.102290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/18/2024] [Accepted: 03/31/2024] [Indexed: 04/07/2024]
Abstract
Biomarkers that predict the clinical onset of Alzheimer's disease (AD) enable the identification of individuals in the early, preclinical stages of the disease. Detecting AD at this point may allow for more effective therapeutic interventions and optimized enrollment for clinical trials of novel drugs. The current biological diagnosis of AD is based on the AT(N) classification system with the measurement of brain deposition of amyloid-β (Aβ) ("A"), tau pathology ("T"), and neurodegeneration ("N"). Diagnostic cut-offs for Aβ1-42, the Aβ1-42/Aβ1-40 ratio, tau and hyperphosphorylated-tau concentrations in cerebrospinal fluid have been defined and may support AD clinical diagnosis. Blood-based biomarkers of the AT(N) categories have been described in the AD continuum. Cross-sectional and longitudinal studies have shown that the combination of blood biomarkers tracking neuroaxonal injury (neurofilament light chain) and neuroinflammatory pathways (glial fibrillary acidic protein) enhance sensitivity and specificity of AD clinical diagnosis and improve the prediction of AD onset. However, no international accepted cut-offs have been identified for these blood biomarkers. A kit for blood Aβ1-42/Aβ1-40 is commercially available in the U.S.; however, it does not provide a diagnosis, but simply estimates the risk of developing AD. Although blood-based AD biomarkers have a great potential in the diagnostic work-up of AD, they are not ready for the routine clinical use.
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Affiliation(s)
- Simone Lista
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), Valladolid 47012, Spain.
| | - Mark Mapstone
- Department of Neurology, Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, Irvine, CA 92697, USA.
| | - Filippo Caraci
- Department of Drug and Health Sciences, University of Catania, Catania 95125, Italy; Neuropharmacology and Translational Neurosciences Research Unit, Oasi Research Institute-IRCCS, Troina 94018, Italy.
| | | | - Susana López-Ortiz
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), Valladolid 47012, Spain.
| | - Juan Martín-Hernández
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), Valladolid 47012, Spain.
| | - Viviana Triaca
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), Rome 00015, Italy.
| | - Camillo Imbimbo
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia 27100, Italy.
| | - Audrey Gabelle
- Memory Resources and Research Center, Montpellier University of Excellence i-site, Montpellier 34295, France.
| | - Michelle M Mielke
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA.
| | - Robert Nisticò
- School of Pharmacy, University of Rome "Tor Vergata", Rome 00133, Italy; Laboratory of Pharmacology of Synaptic Plasticity, EBRI Rita Levi-Montalcini Foundation, Rome 00143, Italy.
| | - Alejandro Santos-Lozano
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), Valladolid 47012, Spain; Physical Activity and Health Research Group (PaHerg), Research Institute of the Hospital 12 de Octubre ('imas12'), Madrid 28041, Spain.
| | - Bruno P Imbimbo
- Department of Research and Development, Chiesi Farmaceutici, Parma 43122, Italy.
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5
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Ferreira MFS, Brambilla G, Thévenaz L, Feng X, Zhang L, Sumetsky M, Jones C, Pedireddy S, Vollmer F, Dragic PD, Henderson-Sapir O, Ottaway DJ, Strupiechonski E, Hernandez-Cardoso GG, Hernandez-Serrano AI, González FJ, Castro Camus E, Méndez A, Saccomandi P, Quan Q, Xie Z, Reinhard BM, Diem M. Roadmap on optical sensors. JOURNAL OF OPTICS (2010) 2024; 26:013001. [PMID: 38116399 PMCID: PMC10726224 DOI: 10.1088/2040-8986/ad0e85] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 06/09/2023] [Accepted: 11/21/2023] [Indexed: 12/21/2023]
Abstract
Optical sensors and sensing technologies are playing a more and more important role in our modern world. From micro-probes to large devices used in such diverse areas like medical diagnosis, defence, monitoring of industrial and environmental conditions, optics can be used in a variety of ways to achieve compact, low cost, stand-off sensing with extreme sensitivity and selectivity. Actually, the challenges to the design and functioning of an optical sensor for a particular application requires intimate knowledge of the optical, material, and environmental properties that can affect its performance. This roadmap on optical sensors addresses different technologies and application areas. It is constituted by twelve contributions authored by world-leading experts, providing insight into the current state-of-the-art and the challenges their respective fields face. Two articles address the area of optical fibre sensors, encompassing both conventional and specialty optical fibres. Several other articles are dedicated to laser-based sensors, micro- and nano-engineered sensors, whispering-gallery mode and plasmonic sensors. The use of optical sensors in chemical, biological and biomedical areas is discussed in some other papers. Different approaches required to satisfy applications at visible, infrared and THz spectral regions are also discussed.
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Affiliation(s)
| | | | | | - Xian Feng
- Jiangsu Normal University, People’s Republic of China
| | - Lei Zhang
- Zhejiang University, People’s Republic of China
| | - Misha Sumetsky
- Aston Institute of Photonic Technologies, Aston University, Birmingham, United Kingdom
| | - Callum Jones
- Department of Physics and Astronomy, Living Systems Institute, University of Exeter, United Kingdom
| | - Srikanth Pedireddy
- Department of Physics and Astronomy, Living Systems Institute, University of Exeter, United Kingdom
| | - Frank Vollmer
- Department of Physics and Astronomy, Living Systems Institute, University of Exeter, United Kingdom
| | - Peter D Dragic
- University of Illinois at Urbana-Champaign, United States of America
| | - Ori Henderson-Sapir
- Department of Physics and Institute of Photonics and Advanced Sensing, The University of Adelaide, SA, Australia
- OzGrav, University of Adelaide, Adelaide, SA, Australia
- Mirage Photonics, Oaklands Park, SA, Australia
| | - David J Ottaway
- Department of Physics and Institute of Photonics and Advanced Sensing, The University of Adelaide, SA, Australia
- OzGrav, University of Adelaide, Adelaide, SA, Australia
| | | | | | | | | | | | | | - Paola Saccomandi
- Department of Mechanical Engineering, Politecnico di Milano, Italy
| | - Qimin Quan
- NanoMosaic Inc., United States of America
| | - Zhongcong Xie
- Massachusetts General Hospital and Harvard Medical School, United States of America
| | - Björn M Reinhard
- Department of Chemistry and The Photonics Center, Boston University, United States of America
| | - Max Diem
- Northeastern University and CIRECA LLC, United States of America
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Hou YR, Xu CY, An MZ, Li ZP, Ni HD, Chen T, Zhou QH. Effect of Dexmedetomidine on Postoperative Plasma Neurofilament Light Chain in Elderly Patients Undergoing Thoracoscopic Surgery: A Prospective, Randomized Controlled Trial. Clin Interv Aging 2023; 18:1565-1576. [PMID: 37727450 PMCID: PMC10506605 DOI: 10.2147/cia.s422560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 09/07/2023] [Indexed: 09/21/2023] Open
Abstract
Purpose Dexmedetomidine exerts a neuroprotective effect, however, the mechanism underlying this effect remains unclear. This study aimed to explore whether dexmedetomidine can reduce the increase in neurofilament light chain (NfL) protein concentration to play a neuroprotective role during thoracoscopic surgery. Patients and Methods Patients aged ≥60 years undergoing general anesthesia for thoracoscopic surgery were randomly assigned to receive dexmedetomidine (group D) or not receive dexmedetomidine (group C). Patients in group D received a loading dose of dexmedetomidine 0.5 µg/kg before anesthesia induction and a continuous infusion at 0.5 μg·kg-1·h-1 until the end of the surgery. Dexmedetomidine was not administered in group C. The primary outcome was the NfL concentration on postoperative day 1. The concentrations of procalcitonin (PCT), serum amyloid A (SAA), and high-sensitivity C-reactive protein (hs-CRP) were detected preoperatively and on postoperative day 1. In addition, the numerical rating scale (NRS) and quality of recovery-40 (QoR-40) scores were evaluated. Results A total of 38 patients in group D and 37 in group C were included in the analysis. No differences were observed between the groups in terms of the plasma concentration of NfL preoperatively and on postoperative day 1 (11.17 [8.86, 13.93] vs 13.15 [10.76, 15.56] pg/mL, P > 0.05; 16.70 [12.23, 21.15] vs 19.48 [15.25, 22.85] pg/mL, P > 0.05, respectively). However, the postoperative plasma NfL concentration was significantly higher than the preoperative value in both groups (both P < 0.001). The groups exhibited no differences in PCT, SAA, hs-CRP, NRS, and QoR-40 (all P > 0.05). Conclusion Intraoperative administration of dexmedetomidine at a conventional dose does not appear to significantly reduce the increase in postoperative plasma NfL concentration in elderly patients undergoing thoracoscopic surgery. This finding suggests that the neuroprotective effect of dexmedetomidine at a conventional dose was not obvious during general anesthesia.
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Affiliation(s)
- Yue-ru Hou
- Anesthesia Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
- Department of Anesthesiology and Pain Medicine, the Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, People’s Republic of China
| | - Cheng-yun Xu
- Anesthesia Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
- Department of Anesthesiology and Pain Medicine, the Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, People’s Republic of China
| | - Ming-zi An
- Anesthesia Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
- Department of Anesthesiology and Pain Medicine, the Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, People’s Republic of China
| | - Zhen-ping Li
- Department of Anesthesiology and Pain Medicine, the Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, People’s Republic of China
| | - Hua-dong Ni
- Department of Anesthesiology and Pain Medicine, the Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, People’s Republic of China
| | - Tao Chen
- Department of Anesthesiology, Tongxiang First People’s Hospital, Tongxiang, Zhejiang, People’s Republic of China
| | - Qing-he Zhou
- Department of Anesthesiology and Pain Medicine, the Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, People’s Republic of China
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7
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Abstract
This paper reviews methods for detecting proteins based on molecular digitization, i.e., the isolation and detection of single protein molecules or singulated ensembles of protein molecules. The single molecule resolution of these methods has resulted in significant improvements in the sensitivity of immunoassays beyond what was possible using traditional "analog" methods: the sensitivity of some digital immunoassays approach those of methods for measuring nucleic acids, such as the polymerase chain reaction (PCR). The greater sensitivity of digital protein detection has resulted in immuno-diagnostics with high potential societal impact, e.g., the early diagnosis and therapeutic intervention of Alzheimer's Disease. In this review, we will first provide the motivation for developing digital protein detection methods given the limitations in the sensitivity of analog methods. We will describe the paradigm shift catalyzed by single molecule detection, and will describe in detail one digital approach - which we call digital bead assays (DBA) - based on the capture and labeling of proteins on beads, identifying "on" and "off" beads, and quantification using Poisson statistics. DBA based on the single molecule array (Simoa) technology have sensitivities down to attomolar concentrations, equating to ∼10 proteins in a 200 μL sample. We will describe the concept behind DBA, the different single molecule labels used, the ways of analyzing beads (imaging of arrays and flow), the binding reagents and substrates used, and integration of these technologies into fully automated and miniaturized systems. We provide an overview of emerging approaches to digital protein detection, including those based on digital detection of nucleic acids labels, single nanoparticle detection, measurements using nanopores, and methods that exploit the kinetics of single molecule binding. We outline the initial impact of digital protein detection on clinical measurements, highlighting the importance of customized assay development and translational clinical research. We highlight the use of DBA in the measurement of neurological protein biomarkers in blood, and how these higher sensitivity methods are changing the diagnosis and treatment of neurological diseases. We conclude by summarizing the status of digital protein detection and suggest how the lab-on-a-chip community might drive future innovations in this field.
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Affiliation(s)
- David C Duffy
- Quanterix Corporation, 900 Middlesex Turnpike, Billerica, MA 01821, USA.
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8
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Michou E, Wussler D, Belkin M, Simmen C, Strebel I, Nowak A, Kozhuharov N, Shrestha S, Lopez-Ayala P, Sabti Z, Mork C, Diebold M, Péquignot T, Rentsch K, von Eckardstein A, Gualandro DM, Breidthardt T, Mueller C. Quantifying inflammation using interleukin-6 for improved phenotyping and risk stratification in acute heart failure. Eur J Heart Fail 2023; 25:174-184. [PMID: 36597828 DOI: 10.1002/ejhf.2767] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 12/18/2022] [Accepted: 12/28/2022] [Indexed: 01/05/2023] Open
Abstract
AIMS Systemic inflammation may be central in the pathophysiology of acute heart failure (AHF). We aimed to assess the possible role of systemic inflammation in the pathophysiology, phenotyping, and risk stratification of patients with AHF. METHODS AND RESULTS Using a novel Interleukin-6 immunoassay with unprecedented sensitivity (limit of detection 0.01 ng/L), we quantified systemic inflammation in unselected patients presenting with acute dyspnoea to the emergency department in a multicentre study. One-year mortality was the primary prognostic endpoint. Among 2042 patients, 1026 (50.2%) had an adjudicated diagnosis of AHF, 83.7% of whom had elevated interleukin-6 concentrations (>4.45 ng/L). Interleukin-6 was significantly higher in AHF patients compared to patients with other causes of dyspnoea (11.2 [6.1-26.5] ng/L vs. 9.0 [3.2-32.3] ng/L, p < 0.0005). Elevated interleukin-6 concentrations were independently predicted by increasing N-terminal pro-B-type natriuretic peptide and high-sensitivity cardiac troponin T, as well as the clinical diagnosis of infection. Among the different AHF phenotypes, interleukin-6 concentrations were highest in patients with cardiogenic shock (25.7 [14.0-164.2] ng/L) and lowest in patients with hypertensive AHF (9.3 [4.8-21.6] ng/L, p = 0.001). Inflammation as quantified by interleukin-6 was a strong and independent predictor of 1-year mortality both in all AHF patients, as well as those without clinically overt infection at presentation (adjusted hazard ratio [95% confidence interval] 1.45 [1.15-1.83] vs. 1.48 [1.09-2.00]). The addition of interleukin-6 significantly improved the discrimination of the BIOSTAT-CHF risk score. CONCLUSION An unexpectedly high percentage of patients with AHF have subclinical systemic inflammation as quantified by interleukin-6, which seems to contribute to AHF phenotype and to the risk of death.
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Affiliation(s)
- Eleni Michou
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Desiree Wussler
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
- Department of Internal Medicine, University Hospital Basel, Basel, Switzerland
| | - Maria Belkin
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Cornelia Simmen
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Ivo Strebel
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Albina Nowak
- Department of Endocrinology and Clinical Nutrition, University Hospital Zurich, Zurich, Switzerland
- Division of Internal Medicine, University Psychiatry Clinic Zurich, Zurich, Switzerland
| | - Nikola Kozhuharov
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Samyut Shrestha
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Pedro Lopez-Ayala
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Zaid Sabti
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Constantin Mork
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Matthias Diebold
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Tiffany Péquignot
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Katharina Rentsch
- Department of Laboratory Medicine, University Hospital Basel, University of Basel, Basel, Switzerland
| | | | - Danielle M Gualandro
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Tobias Breidthardt
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
- Department of Internal Medicine, University Hospital Basel, Basel, Switzerland
| | - Christian Mueller
- Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology, University Hospital Basel, Basel, Switzerland
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9
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Schaub JM, Ruan Q, Tetin SY. Epifluorescent single-molecule counting with Streptavidin-Phycoerythrin conjugates. Anal Biochem 2022; 659:114955. [PMID: 36265689 DOI: 10.1016/j.ab.2022.114955] [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: 09/26/2022] [Accepted: 10/10/2022] [Indexed: 12/14/2022]
Abstract
Single-molecule methods, specifically single-molecule counting, convey high sensitivity in research applications. However, single-molecule counting experiments require specialized equipment or consumables to perform. We demonstrate the utility of using bright Streptavidin-Phycoerythrin (SA-PE) conjugates and an epifluorescence microscope, for single-molecule counting applications. In this work, we show that we can visualize single-molecules on glass surfaces, perform single-molecule diagnostic assays on magnetic microparticles, and image individual foci on cell surfaces. This approach is simple and effective for researchers interested in single-molecule counting.
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Affiliation(s)
- Jeffrey M Schaub
- Applied Research and Technology, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL, 60064, USA
| | - Qiaoqiao Ruan
- Applied Research and Technology, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL, 60064, USA
| | - Sergey Y Tetin
- Applied Research and Technology, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL, 60064, USA.
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10
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Joyce A, Shea C, You Z, Gorovits B, Lepsy C. Determination of Anti-drug Antibody Affinity in Clinical Study Samples Provides a Tool for Evaluation of Immune Response Maturation. AAPS J 2022; 24:114. [PMID: 36324032 PMCID: PMC9629885 DOI: 10.1208/s12248-022-00759-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 09/27/2022] [Indexed: 11/06/2022] Open
Abstract
Characterization of clinical anti-drug antibody (ADA) responses to biotherapeutics can be important to understanding the consequences of immunogenicity. ADA are expected to be polyclonal, with composition and affinities that evolve over time. Measuring ADA binding affinity can be complicated by the polyclonal nature of response, residual drug in sample, and low ADA levels. We developed a novel workflow to determine the apparent ADA affinity (KD) against a monoclonal antibody biotherapeutic, PF-06480605. An affinity capture elution pre-treatment step was used to isolate ADA and remove residual drug interference from samples. Solution-phase equilibrium incubation was performed using drug and sample ADA as variable and fixed binding interactants, respectively. Unbound ADA concentration was measured using a Singulex Erenna ligand-binding assay (LBA) method. Apparent ADA KD values were calculated using a custom R Shiny algorithm. KD values determined for ADA positive samples showed good correlation with other immunogenicity parameters, including titers and neutralizing antibody (NAb) activity with a general increase in affinity over time, indicative of a maturing immune response. Time of onset of high affinity responses (KD < 100 pM) varied between patients, ranging from 16 to 24 weeks. Antibody responses appeared monophasic at earlier time points, trending towards a biphasic response with a variable transition time and general increase in proportion of high affinity ADA over time. Herein, we provide a novel, sensitive bioanalytical method to determine the KD of ADA in clinical samples. The observed decrease in ADA KD is consistent with evidence of a maturing immune response.
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Affiliation(s)
- Alison Joyce
- grid.410513.20000 0000 8800 7493Pfizer, Inc., Worldwide Research & Development, Biomedicine Design, 1 Burtt Road, Andover, Massachusetts USA
| | - Christopher Shea
- grid.410513.20000 0000 8800 7493Pfizer, Inc., Worldwide Research & Development, Biomedicine Design, 1 Burtt Road, Andover, Massachusetts USA
| | - Zhiping You
- grid.410513.20000 0000 8800 7493Pfizer, Inc, Worldwide Research & Development, Early Clinical Development, 1 Burtt Road, Andover, Massachusetts USA
| | - Boris Gorovits
- grid.410513.20000 0000 8800 7493Pfizer, Inc., Worldwide Research & Development, Biomedicine Design, 1 Burtt Road, Andover, Massachusetts USA ,grid.510014.1Present Address: Development Sciences, Sana Biotechnology, Inc., 300 Technology Square, Cambridge, Massachusetts USA
| | - Christopher Lepsy
- grid.410513.20000 0000 8800 7493Pfizer, Inc., Worldwide Research & Development, Biomedicine Design, 1 Burtt Road, Andover, Massachusetts USA
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11
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Ultrasensitive multiplexed chemiluminescent enzyme-linked immunosorbent assays in 384-well plates. J Immunol Methods 2022; 508:113311. [PMID: 35787394 DOI: 10.1016/j.jim.2022.113311] [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: 02/16/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 11/20/2022]
Abstract
We have developed an ultrasensitive multiplexed immunoassay using 384-well microtiter plates capable of detecting proteins at subfemtomolar concentrations that requires as little as 2.5 μL of sample. Arrays of up to 4 capture antibodies were patterned on the bottom of the wells of a 384-well plate either by directly printing the capture antibodies or by printing anti-peptide tag anchor antibodies and incubating these arrays with capture antibodies conjugated to the corresponding peptide tags ("customized" assays). Samples were incubated with the antibody arrays and shaken orbitally at 2000 rpm to achieve the greatest sensitivity. Chemiluminescence (CL) from immunocomplexes labeled with horseradish peroxidase was imaged across the entire plate to quantify the amount of protein bound to each antibody spot of the arrays. The 384-well assay had a throughput 5-fold >96-well plates that was achieved from simultaneous imaging of CL in all 384-wells and the use of automated pipettors to allow parallel processing of 384 assays. We developed 4 assays based on the 384-well CL ELISA: a direct print assay for IL-10 (limit of detection (LOD) = 0.075 fM); a customized assay for IL-6 (0.22 fM); a customized pharmacokinetic (PK) assay for measuring adalimumab (7.3 pg/mL); and a customized 4-plex assay for IL-5 (0.1 fM), IL-6 (0.52 fM), IL-10 (0.2 fM), and TNF-α (3.2 fM). The sensitivity and precision of the cytokine assays were comparable to current ultrasensitive protein detection methods in 96-well formats. The PK assay for adalimumab was 650 times more sensitive than a commercially available 96-well plate ELISA. We used the 384-well CL ELISAs to measure endogenous levels of the cytokines in the serum and plasma of healthy humans: the mean concentrations and precision were comparable to those from 96-well immunoassays. This 384-well format with subfemtomolar sensitivity will enable ultrasensitive multiplexed immunoassays to be performed with higher throughput and lower sample volumes than currently possible, a particularly important capability for clinical studies in drug development.
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Abstract
One of the key advantages of single-molecule sensors over conventional ensemble technologies is their capability of revealing the heterogeneity among molecular events. In dynamic single-molecule sensing, heterogeneity in molecular interaction kinetics is quantified as the fingerprint to specifically detect target molecules. This strategy offers a unique approach to develop ultrasensitive biosensors with a limit of detection at the fM level, which is three orders of magnitude lower than that of conventional assays. However, due to the lack of a comprehensive theoretical model, the rational design of dynamic single-molecule sensors is challenging. Herein, we present the theoretical study of sensing performance with a hydrodynamic model. We quantitatively show that there is a dilemma regarding the probe design. High-affinity probes offer higher specificity but require extremely long assay time, while low-affinity probes could shorten the assay time but are prone to the interference from unwanted molecules. This study also suggests that one possible solution to solve this dilemma is by applying external disturbance to the system, as we have recently demonstrated by experiments. We anticipate that this work could inspire the rational design of single-molecule sensors to further improve the sensitivity, specificity, and multiplexing capability.
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Affiliation(s)
- Yuting Yang
- Department of Instrument Science and Engineering, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
| | - Qiang Zeng
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
| | - Qingqing Luo
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
| | - Chen Wang
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
| | - Hui Yu
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, People's Republic of China
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13
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Roth S, Margulis M, Danielli A. Recent Advances in Rapid and Highly Sensitive Detection of Proteins and Specific DNA Sequences Using a Magnetic Modulation Biosensing System. SENSORS (BASEL, SWITZERLAND) 2022; 22:4497. [PMID: 35746278 PMCID: PMC9230956 DOI: 10.3390/s22124497] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/08/2022] [Accepted: 06/10/2022] [Indexed: 06/15/2023]
Abstract
In early disease stages, biomolecules of interest exist in very low concentrations, presenting a significant challenge for analytical devices and methods. Here, we provide a comprehensive overview of an innovative optical biosensing technology, termed magnetic modulation biosensing (MMB), its biomedical applications, and its ongoing development. In MMB, magnetic beads are attached to fluorescently labeled target molecules. A controlled magnetic force aggregates the magnetic beads and transports them in and out of an excitation laser beam, generating a periodic fluorescent signal that is detected and demodulated. MMB applications include rapid and highly sensitive detection of specific nucleic acid sequences, antibodies, proteins, and protein interactions. Compared with other established analytical methodologies, MMB provides improved sensitivity, shorter processing time, and simpler protocols.
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14
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Coronary Atherosclerosis, Cardiac Troponin, and Interleukin-6 in Patients With Chest Pain. JACC: CARDIOVASCULAR IMAGING 2022; 15:1427-1438. [PMID: 35926901 PMCID: PMC9353061 DOI: 10.1016/j.jcmg.2022.03.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/26/2022] [Accepted: 03/04/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Increased inflammation and myocardial injury can be observed in the absence of myocardial infarction or obstructive coronary artery disease (CAD). OBJECTIVES The authors determined whether biomarkers of inflammation and myocardial injury-interleukin (IL)-6 and high-sensitivity cardiac troponin (hs-cTn)-were associated with the presence and extent of CAD and were independent predictors of major adverse cardiovascular events (MACEs) in stable chest pain. METHODS Using participants from the PROMISE trial, the authors measured hs-cTn I and IL-6 concentrations and analyzed computed tomography angiography (CTA) images in the core laboratory for CAD characteristics: significant stenosis (≥70%), high-risk plaque (HRP), Coronary Artery Disease Reporting and Data System (CAD-RADS) categories, segment involvement score (SIS), and coronary artery calcium (CAC) score. The primary endpoint was a composite MACE (death, myocardial infarction, or unstable angina). RESULTS The authors included 1,796 participants (age 60.2 ± 8.0 years; 47.5% men, median follow-up 25 months). In multivariable linear regression adjusted for atherosclerotic cardiovascular disease (ASCVD) risk, hs-cTn was associated with HRP, stenosis, CAD-RADS, and SIS. IL-6 was only associated with stenosis and CAD-RADS. hs-cTn above median (1.5 ng/L) was associated with MACEs in univariable analysis (HR: 2.1 [95% CI: 1.3-3.6]; P = 0.006), but not in multivariable analysis adjusted for ASCVD and CAD. IL-6 above median (1.8 ng/L) was associated with MACEs in multivariable analysis adjusted for ASCVD and HRP (HR: 1.9 [95% CI: 1.1-3.3]; P = 0.03), CAC (HR: 1.9 [95% CI: 1.0-3.4]; P = 0.04), and SIS (HR: 1.8 [95% CI: 1.0-3.2]; P = 0.04), but not for stenosis or CAD-RADS. In participants with nonobstructive CAD (stenosis 1%-69%), the presence of both hs-cTn and IL-6 above median was strongly associated with MACEs (HR: 2.5-2.7 after adjustment for CAD characteristics). CONCLUSIONS Concentrations of hs-cTn and IL-6 were associated with CAD characteristics and MACEs, indicating that myocardial injury and inflammation may each contribute to pathways in CAD pathophysiology. This association was most pronounced among participants with nonobstructive CAD representing an opportunity to tailor treatment in this at-risk group. (PROspective Multicenter Imaging Study for Evaluation of Chest Pain [PROMISE]; NCT01174550).
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Fischer DF, Dijkstra S, Lo K, Suijker J, Correia ACP, Naud P, Poirier M, Tessari MA, Boogaard I, Flynn G, Visser M, Lamers MBAC, McAllister G, Munoz-Sanjuan I, Macdonald D. Development of mAb-based polyglutamine-dependent and polyglutamine length-independent huntingtin quantification assays with cross-site validation. PLoS One 2022; 17:e0266812. [PMID: 35395060 PMCID: PMC8992994 DOI: 10.1371/journal.pone.0266812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 03/28/2022] [Indexed: 11/30/2022] Open
Abstract
Huntington's disease (HD) is caused by an expansion of the CAG trinucleotide repeat domain in the huntingtin gene that results in expression of a mutant huntingtin protein (mHTT) containing an expanded polyglutamine tract in the amino terminus. A number of therapeutic approaches that aim to reduce mHTT expression either locally in the CNS or systemically are in clinical development. We have previously described sensitive and selective assays that measure human HTT proteins either in a polyglutamine-independent (detecting both mutant expanded and non-expanded proteins) or in a polyglutamine length-dependent manner (detecting the disease-causing polyglutamine repeats) on the electrochemiluminescence Meso Scale Discovery detection platform. These original assays relied upon polyclonal antibodies. To ensure an accessible and sustainable resource for the HD field, we developed similar assays employing monoclonal antibodies. We demonstrate that these assays have equivalent sensitivity compared to our previous assays through the evaluation of cellular and animal model systems, as well as HD patient biosamples. We also demonstrate cross-site validation of these assays, allowing direct comparison of studies performed in geographically distinct laboratories.
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Affiliation(s)
- David F. Fischer
- Charles River, Chesterford Research Park, Saffron Walden, United Kingdom
| | | | | | | | | | - Patricia Naud
- Charles River, Shrewsbury, MA, United States of America
| | | | | | | | | | | | | | - George McAllister
- Charles River, Chesterford Research Park, Saffron Walden, United Kingdom
- CHDI Management/CHDI Foundation, Los Angeles, CA, United States of America
| | | | - Douglas Macdonald
- CHDI Management/CHDI Foundation, Los Angeles, CA, United States of America
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16
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Karpouzas GA, Ormseth SR, Ronda N, Hernandez E, Budoff MJ. Lipoprotein oxidation may underlie the paradoxical association of low cholesterol with coronary atherosclerotic risk in rheumatoid arthritis. J Autoimmun 2022; 129:102815. [PMID: 35366608 DOI: 10.1016/j.jaut.2022.102815] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/09/2022] [Accepted: 03/10/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE To compare coronary plaque burden, proatherogenic cytokines, oxidized low-density lipoprotein (oxLDL), anti-oxLDL antibodies, lipoprotein(a)-cholesterol, and their relationships in patients with rheumatoid arthritis with low-density lipoprotein cholesterol (LDL-C)<1.8 mmol/L versus ≥1.8 mmol/L. Also, to study differences in inflammation and proprotein convertase subtilisin/kexin type-9 (PCSK9), which impacts LDL clearance, in patients with low versus high LDL-C. METHODS Computed tomography angiography evaluated coronary plaque (noncalcified, partially calcified, fully calcified, and high-risk plaque) in 150 patients from a single-center observational cohort. Ox-LDL, anti-oxLDL IgG, lipoprotein(a)-cholesterol, C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), interleukin-6, tumor necrosis factor-α (TNF-α) and PCSK9 were measured. Analyses adjusted for Framingham general cardiovascular risk score, statin use, and high-density lipoprotein cholesterol. RESULTS Patients with LDL-C<1.8 mmol/L versus ≥1.8 mmol/L demonstrated: 1) higher likelihood of per-segment plaque (adjusted-OR = 1.67 [95%CI = 1.10-2.55], p = 0.017) and high-risk plaque presence (adjusted-OR 2.78 [95%CI = 1.06-7.29], p = 0.038); 2) greater anti-oxLDL titers (p = 0.020), which positively associated with TNF-α and likelihood of noncalcified, partially calcified and high-risk plaque presence only in patients with LDL-C<1.8 mmol/L (all p-for-interaction≤0.046); 3) increased lipoprotein(a)-cholesterol content (10.33% [8.11-12.54] versus 6.68% [6.10-7.25], p < 0.001), which positively associated with oxLDL (p < 0.001) and anti-oxLDL (p = 0.036); 4) higher interleukin-6 and PCSK9. No differences in CRP, ESR, or oxLDL were observed. CONCLUSION RA patients with LDL-C<1.8 mmol/L had more coronary plaque, higher anti-oxLDL titers and anti-oxLDL associated with plaque only in this group. It is possible the observed paradoxical association of low LDL-C with greater atherosclerosis may be related to higher production of the oxidation-prone lipoprotein(a)-cholesterol and anti-oxLDL antibodies, resulting in increased vascular LDL uptake and plaque formation.
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Affiliation(s)
- George A Karpouzas
- Division of Rheumatology, Harbor-UCLA Medical Center and Lundquist Institute for Biomedical Innovation, Torrance, CA, USA.
| | - Sarah R Ormseth
- Division of Rheumatology, Harbor-UCLA Medical Center and Lundquist Institute for Biomedical Innovation, Torrance, CA, USA
| | - Nicoletta Ronda
- Department of Food and Drug, University of Parma, Parco Area Delle Scienze 27/A, 43124, Parma, Italy
| | - Elizabeth Hernandez
- Division of Rheumatology, Harbor-UCLA Medical Center and Lundquist Institute for Biomedical Innovation, Torrance, CA, USA
| | - Matthew J Budoff
- Division of Cardiology, Harbor-UCLA Medical Center and Lundquist Institute for Biomedical Innovation, Torrance, CA, USA
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17
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Tveit SH, Myhre PL, Hanssen TA, Forsdahl SH, Iqbal A, Omland T, Schirmer H. Cardiac troponin I and T for ruling out coronary artery disease in suspected chronic coronary syndrome. Sci Rep 2022; 12:945. [PMID: 35042885 PMCID: PMC8766564 DOI: 10.1038/s41598-022-04850-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 12/17/2021] [Indexed: 01/20/2023] Open
Abstract
To compare the performance of high-sensitivity cardiac troponin I and T (hs-cTnI; hs-cTnT) in diagnosing obstructive coronary artery disease (CAD50) in patients with suspected chronic coronary syndrome (CCS). A total of 706 patients with suspected CCS, referred for Coronary Computed Tomography Angiography, were included. cTn concentrations were measured using the Singulex hs-cTnI (limit of detection [LoD] 0.08 ng/L) and Roche hs-cTnT (LoD 3 ng/L) assays. Obstructive coronary artery disease (CAD50) was defined as ≥ 50% coronary stenosis. Cardiovascular risk was determined by the NORRISK2-score. Median age of the patients was 65 (range 28-87) years, 35% were women. All patients had hs-cTnI concentrations above the LoD (median 1.9 [Q1-3 1.2-3.6] ng/L), 72% had hs-cTnT above the LoD (median 5 [Q1-3 2-11] ng/L). There was a graded relationship between hs-cTn concentrations and coronary artery calcium. Only hs-cTnI remained associated with CAD50 in adjusted analyses (OR 1.20 95% Confidence Interval [1.05-1.38]), p = 0.009). The C-statistics for hs-cTnI and hs-cTnT were 0.65 (95% CI [0.60-0.69]) and 0.60 (0.56-0.64). The highest specificity and negative predictive values for CAD50 were in the lowest NORRISK2-tertile. hs-cTn concentrations provide diagnostic information in patients with suspected CCS, with superior performance of hs-cTnI compared to hs-cTnT in regard to CAD50. The diagnostic performance appeared best in those with low cardiovascular risk.
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Affiliation(s)
- Sjur H Tveit
- Department of Cardiology, Division of Medicine, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Peder L Myhre
- Department of Cardiology, Division of Medicine, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Tove Aminda Hanssen
- Department of Health and Care Science, UiT - The Arctic University of Norway, Tromsø, Norway.,Department of Cardiology, University Hospital of North Norway, Tromsø, Norway
| | | | - Amjid Iqbal
- Department of Cardiology, University Hospital of North Norway, Tromsø, Norway
| | - Torbjørn Omland
- Department of Cardiology, Division of Medicine, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Henrik Schirmer
- Department of Cardiology, Division of Medicine, Akershus University Hospital, Lørenskog, Norway. .,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
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18
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Peri SSS, Raza MU, Sabnani MK, Ghaffari S, Gimlin S, Wawro DD, Lee JS, Kim MJ, Weidanz J, Alexandrakis G. Self-Induced Back-Action Actuated Nanopore Electrophoresis (SANE) Sensor for Label-Free Detection of Cancer Immunotherapy-Relevant Antibody-Ligand Interactions. Methods Mol Biol 2022; 2394:343-376. [PMID: 35094337 PMCID: PMC9207820 DOI: 10.1007/978-1-0716-1811-0_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
We fabricated a novel single molecule nanosensor by integrating a solid-state nanopore and a double nanohole nanoaperture. The nanosensor employs Self-Induced Back-Action (SIBA) for optical trapping and enables SIBA-Actuated Nanopore Electrophoresis (SANE) for concurrent acquisition of bimodal optical and electrical signatures of molecular interactions. This work describes how to fabricate and use the SANE sensor to quantify antibody-ligand interactions. We describe how to analyze the bimodal optical-electrical data to improve upon the discrimination of antibody and ligand versus bound complex compared to electrical measurements alone. Example results for specific interaction detection are described for T-cell receptor-like antibodies (TCRmAbs) engineered to target peptide-presenting Major Histocompatibility Complex (pMHC) ligands, representing a model of target ligands presented on the surface of cancer cells. We also describe how to analyze the bimodal optical-electrical data to discriminate between specific and non-specific interactions between antibodies and ligands. Example results for non-specific interactions are shown for cancer-irrelevant TCRmAbs targeting the same pMHCs, as a control. These example results demonstrate the utility of the SANE sensor as a potential screening tool for ligand targets in cancer immunotherapy, though we believe that its potential uses are much broader.
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Affiliation(s)
| | - Muhammad Usman Raza
- Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX, USA
| | - Manoj K Sabnani
- Department of Biology, University of Texas at Arlington, Arlington, TX, USA
| | - Soroush Ghaffari
- Department of Biology, University of Texas at Arlington, Arlington, TX, USA
| | | | - Debra D Wawro
- Resonant Sensors Incorporated (RSI), Arlington, TX, USA
| | - Jung Soo Lee
- Department of Mechanical Engineering, Southern Methodist University, Dallas, TX, USA
| | - Min Jun Kim
- Department of Mechanical Engineering, Southern Methodist University, Dallas, TX, USA
| | - Jon Weidanz
- Department of Kinesiology, University of Texas at Arlington, Arlington, TX, USA
| | - George Alexandrakis
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA.
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19
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Lubken RM, Bergkamp MH, de Jong AM, Prins MWJ. Sensing Methodology for the Rapid Monitoring of Biomolecules at Low Concentrations over Long Time Spans. ACS Sens 2021; 6:4471-4481. [PMID: 34854303 PMCID: PMC8715529 DOI: 10.1021/acssensors.1c01991] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
![]()
Studies on the dynamics
of biological systems and biotechnological
processes require measurement techniques that can reveal time dependencies
of concentrations of specific biomolecules, preferably with small
time delays, short time intervals between subsequent measurements,
and the possibility to record over long time spans. For low-concentration
biomolecules, these requirements are very challenging since low-concentration
assays are typically slow and require new reagents in every assay.
Here, we present a sensing methodology that enables rapid monitoring
of picomolar and sub-picomolar concentrations in a reversible affinity-based
assay, studied using simulations. We demonstrate that low-concentration
biomolecules can be monitored with small time delays, short time intervals,
and in principle over an endless time span.
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Affiliation(s)
- Rafiq M. Lubken
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
| | - Max H. Bergkamp
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
| | - Arthur M. de Jong
- Department of Applied Physics, Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
| | - Menno W. J. Prins
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
- Department of Applied Physics, Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
- Helia Biomonitoring, Eindhoven 5612 AZ, The Netherlands
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20
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Raj V, Alex S. Heparin Gold Nanoparticles as a Colorimetric Probe for Cardiac Troponin I Detection. JOURNAL OF ANALYTICAL CHEMISTRY 2021. [DOI: 10.1134/s1061934821110113] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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21
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Margulis M, Cohen M, Burg S, Avivi-Mintz S, Danielli A. Optical modulation biosensing system for rapid detection of biological targets at low concentrations. BIOMEDICAL OPTICS EXPRESS 2021; 12:5338-5350. [PMID: 34692186 PMCID: PMC8515954 DOI: 10.1364/boe.430410] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 06/22/2021] [Accepted: 07/11/2021] [Indexed: 06/13/2023]
Abstract
In many sensitive assays, target molecules are tagged using fluorescently labeled probes and captured using magnetic beads. Here, we introduce an optical modulation biosensing (OMB) system, which aggregates the beads into a small detection area and separates the signal from the background noise by manipulating the laser beam in and out of the cluster of beads. Using the OMB system to detect human interleukin-8, we demonstrated a limit of detection of 0.02 ng/L and a 4-log dynamic range. Using Zika-positive and healthy individuals' serum samples, we show that the OMB-based Zika IgG serological assay has 96% sensitivity and 100% specificity.
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Affiliation(s)
- Michael Margulis
- Faculty of Engineering, The Institute of Nanotechnology and Advanced Materials, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
- Equal contribution
| | - Meir Cohen
- Faculty of Engineering, The Institute of Nanotechnology and Advanced Materials, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
- Equal contribution
| | - Shmuel Burg
- Faculty of Engineering, The Institute of Nanotechnology and Advanced Materials, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
| | - Shira Avivi-Mintz
- Faculty of Engineering, The Institute of Nanotechnology and Advanced Materials, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
| | - Amos Danielli
- Faculty of Engineering, The Institute of Nanotechnology and Advanced Materials, Bar-Ilan University, Max and Anna Webb Street, Ramat Gan, 5290002, Israel
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22
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Barro C, Zetterberg H. The blood biomarkers puzzle - A review of protein biomarkers in neurodegenerative diseases. J Neurosci Methods 2021; 361:109281. [PMID: 34237384 DOI: 10.1016/j.jneumeth.2021.109281] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 06/07/2021] [Accepted: 07/04/2021] [Indexed: 02/04/2023]
Abstract
Neurodegenerative diseases are heterogeneous in their cause and clinical presentation making clinical assessment and disease monitoring challenging. Because of this, there is an urgent need for objective tools such as fluid biomarkers able to quantitate different aspects of the disease. In the last decade, technological improvements and awareness of the importance of biorepositories led to the discovery of an evolving number of fluid biomarkers covering the main characteristics of neurodegenerative diseases such as neurodegeneration, protein aggregates and inflammation. The ability to quantitate each aspect of the disease at a high definition enables a more precise stratification of the patients at inclusion in clinical trials, hence reducing the noise that may hamper the detection of therapeutical efficacy and allowing for smaller but likewise powered studies, which particularly improves the ability to start clinical trials for rare neurological diseases. Moreover, the use of fluid biomarkers has the potential to support a targeted therapeutical intervention, as it is now emerging for the treatment of amyloid-beta deposition in patients suffering from Alzheimer's disease. Here we review the knowledge that evolved from the measurement of fluid biomarker proteins in neurodegenerative conditions.
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Affiliation(s)
- Christian Barro
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Boston, MA, USA; Department of Neurology, Harvard Medical School, Boston, MA, USA.
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK; UK Dementia Research Institute at UCL, London, UK; Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
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23
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Rapid single-molecule detection of COVID-19 and MERS antigens via nanobody-functionalized organic electrochemical transistors. Nat Biomed Eng 2021; 5:666-677. [PMID: 34031558 DOI: 10.1038/s41551-021-00734-9] [Citation(s) in RCA: 172] [Impact Index Per Article: 57.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/16/2021] [Indexed: 02/07/2023]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has highlighted the need for rapid and sensitive protein detection and quantification in simple and robust formats for widespread point-of-care applications. Here, we report on nanobody-functionalized organic electrochemical transistors with a modular architecture for the rapid quantification of single-molecule-to-nanomolar levels of specific antigens in complex bodily fluids. The sensors combine a solution-processable conjugated polymer in the transistor channel and high-density and orientation-controlled bioconjugation of nanobody-SpyCatcher fusion proteins on disposable gate electrodes. The devices provide results after 10 min of exposure to 5 μl of unprocessed samples, maintain high specificity and single-molecule sensitivity in human saliva and serum, and can be reprogrammed to detect any protein antigen if a corresponding specific nanobody is available. We used the sensors to detect green fluorescent protein, and severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and Middle East respiratory syndrome coronavirus (MERS-CoV) spike proteins, and for the COVID-19 screening of unprocessed clinical nasopharyngeal swab and saliva samples with a wide range of viral loads.
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24
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Direct single-molecule imaging for diagnostic and blood screening assays. Proc Natl Acad Sci U S A 2021; 118:2025033118. [PMID: 33790018 DOI: 10.1073/pnas.2025033118] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Every year, over 100 million units of donated blood undergo mandatory screening for HIV, hepatitis B, hepatitis C, and syphilis worldwide. Often, donated blood is also screened for human T cell leukemia-lymphoma virus, Chagas, dengue, Babesia, cytomegalovirus, malaria, and other infections. Several billion diagnostic tests are performed annually around the world to measure more than 400 biomarkers for cardiac, cancer, infectious, and other diseases. Considering such volumes, every improvement in assay performance and/or throughput has a major impact. Here, we show that medically relevant assay sensitivities and specificities can be fundamentally improved by direct single-molecule imaging using regular epifluorescence microscopes. In current microparticle-based assays, an ensemble of bound signal-generating molecules is measured as a whole. By contrast, we acquire intensity profiles to identify and then count individual fluorescent complexes bound to targets on antibody-coated microparticles. This increases the signal-to-noise ratio and provides better discrimination over nonspecific effects. It brings the detection sensitivity down to the attomolar (10-18 M) for model assay systems and to the low femtomolar (10-16 M) for measuring analyte in human plasma. Transitioning from counting single-molecule peaks to averaging pixel intensities at higher analyte concentrations enables a continuous linear response from 10-18 to 10-5 M. Additionally, our assays are insensitive to microparticle number and volume variations during the binding reaction, eliminating the main source of uncertainties in standard assays. Altogether, these features allow for increased assay sensitivity, wide linear detection ranges, shorter incubation times, simpler assay protocols, and minimal reagent consumption.
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Photooxidation-induced fluorescence amplification system for an ultra-sensitive enzyme-linked immunosorbent assay (ELISA). Sci Rep 2021; 11:5831. [PMID: 33712666 PMCID: PMC7954804 DOI: 10.1038/s41598-021-85107-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 01/21/2021] [Indexed: 12/11/2022] Open
Abstract
This report suggests a method of enhancing the sensitivity of chemifluorescence-based ELISA, using photooxidation-induced fluorescence amplification (PIFA). The PIFA utilized autocatalytic photooxidation of the chemifluorescent substrate, 10-acetyl 3,7-dihydroxyphenoxazine (ADHP, Amplex Red) to amplify the fluorescent product resorufin, initially oxidized by horse radish peroxidase (HRP). As the amplification rate is proportional to the initial level of resorufin, the level of antigen labeled by HRP is quantified by analyzing the profile of fluorescence intensity. The normalized profile was interpolated into an autocatalysis model, and the rate of increase at half-maximum time was quantified by the use of an amplification index (AI). The lower limit of detection, for resorufin or HRP, was less than one-tenth that of the plate reader. It requires only slight modification of the fluorescence reader and is fully compatible with conventional or commercial ELISA. When it is applied to a commercial ELISA kit for the detection of amyloid beta, it is verified that the PIFA assay enhanced the detection sensitivity by more than a factor of 10 and was compatible with a conventional 96-well ELISA assay kit. We anticipate this PIFA assay to be used in research for the detection of low levels of proteins and for the early diagnosis of various diseases with rare protein biomarkers, at ultra-low (pg/mL) concentrations.
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Perez AL, Grodin JL, Chaikijurajai T, Wu Y, Hernandez AF, Butler J, Metra M, Felker GM, Voors AA, McMurray JJ, Armstrong PW, O'Connor C, Starling RC, Tang WHW. Interleukin-6 and Outcomes in Acute Heart Failure: An ASCEND-HF Substudy. J Card Fail 2021; 27:670-676. [PMID: 33497809 DOI: 10.1016/j.cardfail.2021.01.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/21/2020] [Accepted: 01/07/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND The inflammatory cytokine IL-6 has been previously implicated in the pathophysiology of acute decompensated heart failure (HF). Prior observations in acute HF patients have suggested that IL-6 may be associated with outcomes and modulated by nesiritide. We aimed to evaluate the associations between serial IL-6 measurements, mortality and rehospitalization in acute HF. METHODS AND RESULTS We analyzed the associations between IL-6 in acute HF, readmission, and mortality (30 and 180 days) using a cohort of 883 hospitalized patients from the ASCEND-HF trial (nesiritide vs placebo). Plasma IL-6 was measured at randomization (baseline), 48-72 hours, and 30 days. The median IL-6 was highest at baseline (14.1 pg/mL) and decreased at subsequent time points (7.6 pg/mL at 30 days). In a univariable Cox regression analysis, the baseline IL-6 was associated with 30- and 180-day mortality (hazard ratio per log 1.74, 95% confidence interval 1.09-2.78, P = .021; hazard ratio 3.23, confidence interval 1.18-8.86, P = .022, respectively). However, there was no association after multivariable adjustment. IL-6 at 48-72 hours was found to be independently associated with 30-day mortality (hazard ratio 8.2, confidence interval 1.2-57.5, P= .03), but not 180-day mortality in multivariable analysis that included the ASCEND-HF risk model and amino terminal pro-B-type natriuretic peptide as covariates. In comparison with placebo, nesiritide therapy was not associated with differences in serial IL-6 levels. CONCLUSIONS Although elevated IL-6 levels were associated with higher all-cause mortality in acute HF, no independent association with this outcome was identified at baseline or 30-day measurements. In contrast with prior reports, we did not observe any impact of nesiritide over placebo on serial IL-6 levels.
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Affiliation(s)
- Antonio L Perez
- Kaufman Center for Heart Failure Treatment and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - Justin L Grodin
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Thanat Chaikijurajai
- Kaufman Center for Heart Failure Treatment and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - Yuping Wu
- Department of Mathematics & Statistics, Cleveland State University, Cleveland, Ohio
| | | | - Javed Butler
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
| | - Marco Metra
- Department of Cardiology, University of Brescia, Brescia, Italy
| | | | - Adriaan A Voors
- University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Paul W Armstrong
- Department of Cardiology, University of Alberta, Edmonton, Canada
| | | | - Randall C Starling
- Kaufman Center for Heart Failure Treatment and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - W H Wilson Tang
- Kaufman Center for Heart Failure Treatment and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio.
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Melentiev PN, Son LV, Kudryavtsev DS, Kasheverov IE, Tsetlin VI, Esenaliev RO, Balykin VI. Ultrafast, Ultrasensitive Detection and Imaging of Single Cardiac Troponin-T Molecules. ACS Sens 2020; 5:3576-3583. [PMID: 33124416 DOI: 10.1021/acssensors.0c01790] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The fluorescence-based methods of single-molecule optical detection have opened up unprecedented possibilities for imaging, monitoring, and sensing at a single-molecule level. However, single-molecule detection methods are very slow, making them practically inapplicable. In this paper, we show how to overcome this key limitation using the expanded laser spot, laser excitation in a nonfluorescent spectral window of biomolecules, and more binding fluorescent molecules on a biomolecule that increases the detection volume and the number of collected photons. We demonstrate advantages of the developed approach unreachable by any other technique using detection of single cardiac troponin-T molecules: (i) 1000-fold faster than by known approaches, (ii) real-time imaging of single troponin-T molecules dissolved in human blood serum, (iii) measurement of troponin-T concentration with a clinically important sensitivity of about 1 pg/mL. The developed approach can be used for ultrafast, ultrasensitive detection, monitoring, and real-time imaging of other biomolecules as well as of larger objects including pathogenic viruses and bacteria.
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Affiliation(s)
- Pavel N. Melentiev
- Institute of Spectroscopy RAS, Troitsk, Moscow 108840, Russia
- Higher School of Economics, National Research University, Moscow 101000, Russia
| | - Lina V. Son
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
- Moscow Institute of Physics and Technology, Dolgoprudny, Moscow reg. 141700, Russia
| | - Denis S. Kudryavtsev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
| | - Igor E. Kasheverov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
| | - Victor I. Tsetlin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the RAS, Moscow 117997, Russia
| | - Rinat O. Esenaliev
- The University of Texas Medical Branch, 301 University Boulevard, Galveston, Texas 77555, United States
| | - Victor I. Balykin
- Institute of Spectroscopy RAS, Troitsk, Moscow 108840, Russia
- Higher School of Economics, National Research University, Moscow 101000, Russia
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Martínez-Pedrero F. Static and dynamic behavior of magnetic particles at fluid interfaces. Adv Colloid Interface Sci 2020; 284:102233. [PMID: 32961419 DOI: 10.1016/j.cis.2020.102233] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 08/04/2020] [Accepted: 08/05/2020] [Indexed: 10/23/2022]
Abstract
This perspective work reviews the current status of research on magnetic particles at fluid interfaces. The article gives both a unified overview of recent experimental advances and theoretical studies centered on very different phenomena that share a common characteristic: they involve adsorbed magnetic particles that range in size from a few nanometers to several millimeters. Because of their capability of being remotely piloted through controllable external fields, magnetic particles have proven essential as building blocks in the design of new techniques, smart materials and micromachines, with new tunable properties and prospective applications in engineering and biotechnology. Once adsorbed at a fluid-fluid interfase, in a process that can be facilitated via the application of magnetic field gradients, these particles often result sorely confined to two dimensions (2D). In this configuration, inter-particle forces directed along the perpendicular to the interface are typically very small compared to the surface forces. Hence, the confinement and symmetry breaking introduced by the presence of the surface play an important role on the response of the system to the application of an external field. In monolayers of particles where the magnetic is predominant interaction, the states reached are strongly determined by the mode and orientation of the applied field, which promote different patterns and processes. Furthermore, they can reproduce some of the dynamic assemblies displayed in bulk or form new ones, that take advantage of the interfacial phenomena or of the symmetry breaking introduce by the confining boundary. Magnetic colloids are also widely used for unraveling the guiding principles of 2D dynamic self-assembly, in designs devised for producing interface transport, as tiny probes for assessing interfacial rheological properties, neglecting the bulk and inertia contributions, as well as actuated stabilizing agents in foams and emulsions.
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Chatterjee T, Knappik A, Sandford E, Tewari M, Choi SW, Strong WB, Thrush EP, Oh KJ, Liu N, Walter NG, Johnson-Buck A. Direct kinetic fingerprinting and digital counting of single protein molecules. Proc Natl Acad Sci U S A 2020; 117:22815-22822. [PMID: 32868420 PMCID: PMC7502736 DOI: 10.1073/pnas.2008312117] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
The sensitive and accurate quantification of protein biomarkers plays important roles in clinical diagnostics and biomedical research. Sandwich ELISA and its variants accomplish the capture and detection of a target protein via two antibodies that tightly bind at least two distinct epitopes of the same antigen and have been the gold standard for sensitive protein quantitation for decades. However, existing antibody-based assays cannot distinguish between signal arising from specific binding to the protein of interest and nonspecific binding to assay surfaces or matrix components, resulting in significant background signal even in the absence of the analyte. As a result, they generally do not achieve single-molecule sensitivity, and they require two high-affinity antibodies as well as stringent washing to maximize sensitivity and reproducibility. Here, we show that surface capture with a high-affinity antibody combined with kinetic fingerprinting using a dynamically binding, low-affinity fluorescent antibody fragment differentiates between specific and nonspecific binding at the single-molecule level, permitting the direct, digital counting of single protein molecules with femtomolar-to-attomolar limits of detection (LODs). We apply this approach to four exemplary antigens spiked into serum, demonstrating LODs 55- to 383-fold lower than commercially available ELISA. As a real-world application, we establish that endogenous interleukin-6 (IL-6) can be quantified in 2-µL serum samples from chimeric antigen receptor T cell (CAR-T cell) therapy patients without washing away excess serum or detection probes, as is required in ELISA-based approaches. This kinetic fingerprinting thus exhibits great potential for the ultrasensitive, rapid, and streamlined detection of many clinically relevant proteins.
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Affiliation(s)
- Tanmay Chatterjee
- Single Molecule Analysis Group, Department of Chemistry, University of Michigan, Ann Arbor, MI 48109-1055
| | - Achim Knappik
- Life Science Group, Antibodies Division, Bio-Rad AbD Serotec GmbH, 82178 Puchheim, Germany
| | - Erin Sandford
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI 48109-1055
| | - Muneesh Tewari
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI 48109-1055
| | - Sung Won Choi
- Department of Pediatrics, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI 48109-1055
| | - William B Strong
- Life Science Group, Bio-Rad Laboratories, Inc., Hercules, CA 94547
| | - Evan P Thrush
- Life Science Group, Bio-Rad Laboratories, Inc., Hercules, CA 94547
| | - Kenneth J Oh
- Life Science Group, Bio-Rad Laboratories, Inc., Hercules, CA 94547
| | - Ning Liu
- Life Science Group, Bio-Rad Laboratories, Inc., Hercules, CA 94547
| | - Nils G Walter
- Single Molecule Analysis Group, Department of Chemistry, University of Michigan, Ann Arbor, MI 48109-1055;
| | - Alexander Johnson-Buck
- Single Molecule Analysis Group, Department of Chemistry, University of Michigan, Ann Arbor, MI 48109-1055;
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI 48109-1055
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Shahim P, Gill JM, Blennow K, Zetterberg H. Fluid Biomarkers for Chronic Traumatic Encephalopathy. Semin Neurol 2020; 40:411-419. [PMID: 32740901 DOI: 10.1055/s-0040-1715095] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Chronic traumatic encephalopathy (CTE) is a neuropathological condition that has been described in individuals who have been exposed to repetitive head impacts, including concussions and subconcussive trauma. Currently, there is no fluid or imaging biomarker for diagnosing CTE during life. Based on retrospective clinical data, symptoms of CTE include changes in behavior, cognition, and mood, and may develop after a latency phase following the injuries. However, these symptoms are often nonspecific, making differential diagnosis based solely on clinical symptoms unreliable. Thus, objective biomarkers for CTE pathophysiology would be helpful in understanding the course of the disease as well as in the development of preventive and therapeutic measures. Herein, we review the literature regarding fluid biomarkers for repetitive concussive and subconcussive head trauma, postconcussive syndrome, as well as potential candidate biomarkers for CTE. We also discuss technical challenges with regard to the current fluid biomarkers and potential pathways to advance the most promising biomarker candidates into clinical routine.
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Affiliation(s)
- Pashtun Shahim
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
| | | | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, Queen Square, London, United Kingdom.,UK Dementia Research Institute at UCL, London, United Kingdom
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Macchia E, Manoli K, Di Franco C, Scamarcio G, Torsi L. New trends in single-molecule bioanalytical detection. Anal Bioanal Chem 2020; 412:5005-5014. [PMID: 32185439 PMCID: PMC7338812 DOI: 10.1007/s00216-020-02540-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 02/16/2020] [Accepted: 02/21/2020] [Indexed: 11/25/2022]
Abstract
Single-molecule sensing is becoming a major driver in biomarker assays as it is foreseen to enable precision medicine to enter into everyday clinical practice. However, among the single-molecule detection methods proposed so far, only a few are fully exploitable for the ultrasensitive label-free assay of biofluids. Firstly introduced single-molecule sensing platforms encompass low-background-noise fluorescent microscopy as well as plasmonic and electrical nanotransducers; these are generally able to sense at the nanomolar concentration level or higher. Label-based single-molecule technologies relying on optical transduction and microbeads that can scavenge and detect a few biomarkers in the bulk of real biofluids, reaching ultralow detection limits, have been recently commercialized. These assays, thanks to the extremely high sensitivity and convenient handling, are new trends in the field as they are paving the way to a revolution in early diagnostics. Very recently, another new trend is the label-free, organic bioelectronic electrolyte-gated large transistors that can potentially be produced by means of large-area low-cost technologies and have been proven capable to detect a protein at the physical limit in real bovine serum. This article offers a bird's-eye view on some of the more significant single-molecule bioanalytical technologies and highlights their sensing principles and figures-of-merit such as limit of detection, need for a labelling step, and possibility to operate, also as an array, directly in real biofluids. We also discuss the new trend towards single-molecule proof-of-principle extremely sensitive technologies that can detect a protein at the zeptomolar concentration level involving label-free devices that potentially offer low-cost production and easy scalability.
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Affiliation(s)
- Eleonora Macchia
- Center for Functional materials, The Faculty of Science and Engineering, Åbo Akademi University, 20500, Turku, Finland
| | - Kyriaki Manoli
- Dipartimento di Chimica, Università degli Studi di Bari "Aldo Moro", 70125, Bari, Italy
| | - Cincia Di Franco
- Dipartimento di Chimica, Università degli Studi di Bari "Aldo Moro", 70125, Bari, Italy
- CNR - Istituto di Fotonica e Nanotecnologie, Sede di Bari, 70125, Bari, Italy
| | - Gaetano Scamarcio
- CNR - Istituto di Fotonica e Nanotecnologie, Sede di Bari, 70125, Bari, Italy
- Dipartimento di Fisica, "M. Merlin" - Università degli Studi di Bari "Aldo Moro", 70125, Bari, Italy
| | - Luisa Torsi
- Center for Functional materials, The Faculty of Science and Engineering, Åbo Akademi University, 20500, Turku, Finland.
- Dipartimento di Chimica, Università degli Studi di Bari "Aldo Moro", 70125, Bari, Italy.
- Centre for Colloid and Surface Science (CSGI), 70125, Bari, Italy.
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Farka Z, Mickert MJ, Pastucha M, Mikušová Z, Skládal P, Gorris HH. Fortschritte in der optischen Einzelmoleküldetektion: Auf dem Weg zu höchstempfindlichen Bioaffinitätsassays. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.201913924] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Zdeněk Farka
- CEITEC – Central European Institute of TechnologyMasaryk University 625 00 Brno Czech Republic
| | - Matthias J. Mickert
- Institut für Analytische Chemie, Chemo- und BiosensorikUniversität Regensburg Universitätsstraße 31 93040 Regensburg Deutschland
| | - Matěj Pastucha
- CEITEC – Central European Institute of TechnologyMasaryk University 625 00 Brno Czech Republic
- Department of BiochemistryFaculty of ScienceMasaryk University 625 00 Brno Czech Republic
| | - Zuzana Mikušová
- CEITEC – Central European Institute of TechnologyMasaryk University 625 00 Brno Czech Republic
- Department of BiochemistryFaculty of ScienceMasaryk University 625 00 Brno Czech Republic
| | - Petr Skládal
- CEITEC – Central European Institute of TechnologyMasaryk University 625 00 Brno Czech Republic
- Department of BiochemistryFaculty of ScienceMasaryk University 625 00 Brno Czech Republic
| | - Hans H. Gorris
- Institut für Analytische Chemie, Chemo- und BiosensorikUniversität Regensburg Universitätsstraße 31 93040 Regensburg Deutschland
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Farka Z, Mickert MJ, Pastucha M, Mikušová Z, Skládal P, Gorris HH. Advances in Optical Single-Molecule Detection: En Route to Supersensitive Bioaffinity Assays. Angew Chem Int Ed Engl 2020; 59:10746-10773. [PMID: 31869502 PMCID: PMC7318240 DOI: 10.1002/anie.201913924] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 12/20/2019] [Indexed: 12/11/2022]
Abstract
The ability to detect low concentrations of analytes and in particular low-abundance biomarkers is of fundamental importance, e.g., for early-stage disease diagnosis. The prospect of reaching the ultimate limit of detection has driven the development of single-molecule bioaffinity assays. While many review articles have highlighted the potentials of single-molecule technologies for analytical and diagnostic applications, these technologies are not as widespread in real-world applications as one should expect. This Review provides a theoretical background on single-molecule-or better digital-assays to critically assess their potential compared to traditional analog assays. Selected examples from the literature include bioaffinity assays for the detection of biomolecules such as proteins, nucleic acids, and viruses. The structure of the Review highlights the versatility of optical single-molecule labeling techniques, including enzymatic amplification, molecular labels, and innovative nanomaterials.
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Affiliation(s)
- Zdeněk Farka
- CEITEC – Central European Institute of TechnologyMasaryk University625 00BrnoCzech Republic
| | - Matthias J. Mickert
- Institute of Analytical Chemistry, Chemo- and BiosensorsUniversity of RegensburgUniversitätsstraße 3193040RegensburgGermany
| | - Matěj Pastucha
- CEITEC – Central European Institute of TechnologyMasaryk University625 00BrnoCzech Republic
- Department of BiochemistryFaculty of ScienceMasaryk University625 00BrnoCzech Republic
| | - Zuzana Mikušová
- CEITEC – Central European Institute of TechnologyMasaryk University625 00BrnoCzech Republic
- Department of BiochemistryFaculty of ScienceMasaryk University625 00BrnoCzech Republic
| | - Petr Skládal
- CEITEC – Central European Institute of TechnologyMasaryk University625 00BrnoCzech Republic
- Department of BiochemistryFaculty of ScienceMasaryk University625 00BrnoCzech Republic
| | - Hans H. Gorris
- Institute of Analytical Chemistry, Chemo- and BiosensorsUniversity of RegensburgUniversitätsstraße 3193040RegensburgGermany
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Kan CW, Tobos CI, Rissin DM, Wiener AD, Meyer RE, Svancara DM, Comperchio A, Warwick C, Millington R, Collier N, Duffy DC. Digital enzyme-linked immunosorbent assays with sub-attomolar detection limits based on low numbers of capture beads combined with high efficiency bead analysis. LAB ON A CHIP 2020; 20:2122-2135. [PMID: 32391827 DOI: 10.1039/d0lc00267d] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We report the development of digital enzyme-linked immunosorbent assays (ELISAs) based on single molecule arrays (Simoa) with improved sensitivities over conventional digital ELISA, enabling detection of proteins at sub-attomolar concentrations. The improvements in sensitivity were based on using fewer beads to capture the target proteins (≤5000 vs.∼500 000 beads) that increased the ratio of molecules to beads, and increasing the fraction of beads that were analyzed (bead read efficiency) from ∼5% to ∼50%. Bead read efficiency was increased by: a) improving the loading of beads into arrays of microwells by combining capillary and magnetic forces in a method called magnetic-meniscus sweeping (MMS); b) using a centrifugal washer to minimize bead loss during the assay; and, c) improved optics and image analysis to enable the analysis of more microwells. Using this approach, we developed an assay for IL-17A with a limit of detection (LOD) of 0.7 aM, 437-fold more sensitive than standard digital ELISA. A digital ELISA with improved sensitivity was used to measure IL-17A in 100 serum and plasma samples with 100% detectability, compared to 51% for standard digital ELISA. Low numbers of capture beads yielded improved LODs for IL-12p70 (0.092 aM), p24 (9.1 aM), and interferon alpha (45.9 aM). IL-4 and PSA showed no improvements in sensitivity using fewer beads, primarily due to low antibody loading on beads and increased non-specific binding, respectively. The results were consistent with a kinetic model of binding that showed that combining capture antibodies with high on-rates with high antibodies per bead yields the greatest improvement in sensitivity.
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Affiliation(s)
- Cheuk W Kan
- Quanterix Corporation, 900 Middlesex Turnpike, Billerica, MA 01821, USA.
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Tans R, van Rijswijck DMH, Davidson A, Hannam R, Ricketts B, Tack CJ, Wessels HJCT, Gloerich J, van Gool AJ. Affimers as an alternative to antibodies for protein biomarker enrichment. Protein Expr Purif 2020; 174:105677. [PMID: 32461183 DOI: 10.1016/j.pep.2020.105677] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 05/15/2020] [Accepted: 05/17/2020] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Assessing the specificity of protein binders is an essential first step in protein biomarker assay development. Affimers are novel protein binders and can potentially replace antibodies in multiple protein capture-based assays. Affimers are selected for their high specificity against the target protein and have benefits over antibodies like batch-to-batch reproducibility and are stable across a wide range of chemical conditions. Here we mimicked a typical initial screening of affimers and commercially available monoclonal antibodies against two non-related proteins, IL-37b and proinsulin, to assess the potential of affimers as alternative to antibodies. METHODS Binding specificity of anti-IL-37b and anti-proinsulin affimers and antibodies was investigated via magnetic bead-based capture of their recombinant protein targets in human plasma. Captured proteins were analyzed using SDS-PAGE, Coomassie blue staining, Western blotting and LC-MS/MS-based proteomics. RESULTS All affimers and antibodies were able to bind their target protein in human plasma. Gel and LC-MS/MS analysis showed that both affimer and antibody-based captures resulted in co-purified background proteins. However, affimer-based captures showed the highest relative enrichment of IL-37b and proinsulin. CONCLUSIONS For both proteins tested, affimers show higher specificity in purifying their target proteins from human plasma compared to monoclonal antibodies. These results indicate that affimers are promising antibody-replacement tools for protein biomarker assay development.
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Affiliation(s)
- Roel Tans
- Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525, GA, Nijmegen, the Netherlands
| | - Danique M H van Rijswijck
- Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525, GA, Nijmegen, the Netherlands
| | - Alex Davidson
- Avacta Life Sciences, Unit 20, Ash Way, Thorp Arch Estate & Retail Park, Wetherby, LS23 7FA, United Kingdom
| | - Ryan Hannam
- Avacta Life Sciences, Unit 20, Ash Way, Thorp Arch Estate & Retail Park, Wetherby, LS23 7FA, United Kingdom
| | - Bryon Ricketts
- Avacta Life Sciences, Unit 20, Ash Way, Thorp Arch Estate & Retail Park, Wetherby, LS23 7FA, United Kingdom
| | - Cees J Tack
- Department of Internal Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525, GA, Nijmegen, the Netherlands
| | - Hans J C T Wessels
- Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525, GA, Nijmegen, the Netherlands
| | - Jolein Gloerich
- Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525, GA, Nijmegen, the Netherlands
| | - Alain J van Gool
- Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525, GA, Nijmegen, the Netherlands.
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The European Biological Variation Study (EuBIVAS): weekly biological variation of cardiac troponin I estimated by the use of two different high-sensitivity cardiac troponin I assays. ACTA ACUST UNITED AC 2020; 58:1741-1747. [DOI: 10.1515/cclm-2019-1182] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 03/10/2020] [Indexed: 01/26/2023]
Abstract
Abstract
Background
Cardiac troponins (cTn) are specific markers for cardiac damage and acute coronary syndromes. The availability of new high-sensitivity assays allows cTn detection in healthy people, thus permitting the estimation of biological variation (BV) of cTn. The knowledge of BV is important to define analytical performance specifications (APS) and reference change values (RCVs). The aim of this study was to estimate the within- and between-subject weekly BV (CVI, CVG) of cTnI applying two high-sensitivity cTnI assays, using European Biological Variation Study (EuBIVAS) specimens.
Methods
Thirty-eight men and 53 women underwent weekly fasting blood drawings for 10 consecutive weeks. Duplicate measurements were performed with Singulex Clarity (Singulex, USA) and Siemens Atellica (Siemens Healthineers, Germany).
Results
cTnI was measurable in 99.4% and 74.3% of the samples with Singulex and Atellica assays, respectively. Concentrations were significantly higher in men than in women with both methods. The CVI estimates with 95% confidence interval (CI) were for Singulex 16.6% (15.6–17.7) and for Atellica 13.8% (12.7–15.0), with the observed difference likely being caused by the different number of measurable samples. No significant CVI differences were observed between men and women. The CVG estimates for women were 40.3% and 36.3%, and for men 65.3% and 36.5% for Singulex and Atellica, respectively. The resulting APS and RCVs were similar for the two methods.
Conclusions
This is the first study able to estimate cTnI BV for such a large cohort of well-characterized healthy individuals deriving objective APS and RCV values for detecting significant variations in cTnI serial measurements, even within the 99th percentile.
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Superiority of high sensitivity cardiac troponin T vs. I for long-term prognostic value in patients with chest pain; data from the Akershus cardiac Examination (ACE) 3 study. Clin Biochem 2020; 78:10-17. [DOI: 10.1016/j.clinbiochem.2019.12.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 12/05/2019] [Accepted: 12/27/2019] [Indexed: 12/18/2022]
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Walter J, du Fay de Lavallaz J, Koechlin L, Zimmermann T, Boeddinghaus J, Honegger U, Strebel I, Twerenbold R, Amrein M, Nestelberger T, Wussler D, Puelacher C, Badertscher P, Zellweger M, Fahrni G, Jeger R, Kaiser C, Reichlin T, Mueller C. Using High-Sensitivity Cardiac Troponin for the Exclusion of Inducible Myocardial Ischemia in Symptomatic Patients: A Cohort Study. Ann Intern Med 2020; 172:175-185. [PMID: 31905377 DOI: 10.7326/m19-0080] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The optimal noninvasive method for surveillance in symptomatic patients with stable coronary artery disease (CAD) is unknown. OBJECTIVE To apply a novel approach using very low concentrations of high-sensitivity cardiac troponin I (hs-cTnI) for exclusion of inducible myocardial ischemia in symptomatic patients with CAD. DESIGN Prospective diagnostic cohort study. (ClinicalTrials.gov: NCT01838148). SETTING University hospital. PATIENTS 1896 consecutive patients with CAD referred with symptoms possibly related to inducible myocardial ischemia. MEASUREMENTS Presence of inducible myocardial ischemia was adjudicated using myocardial perfusion imaging with single-photon emission computed tomography, as well as coronary angiography and fractional flow reserve measurements where available. Staff blinded to adjudication measured circulating hs-cTn concentrations. An hs-cTnI cutoff of 2.5 ng/L, derived previously in mostly asymptomatic patients with CAD, was assessed. Predefined target performance criteria were at least 90% negative predictive value (NPV) and at least 90% sensitivity for exclusion of inducible myocardial ischemia. Sensitivity analyses were based on measurements with an hs-cTnT assay and an alternative hs-cTnI assay with even higher analytic sensitivity (limit of detection, 0.1 ng/L). RESULTS Overall, 865 patients (46%) had inducible myocardial ischemia. The hs-cTnI cutoff of 2.5 ng/L provided an NPV of 70% (95% CI, 64% to 75%) and a sensitivity of 90% (CI, 88% to 92%) for exclusion of inducible myocardial ischemia. No hs-cTnI cutoff reached both performance characteristics predefined as targets. Similarly, using the alternative assays for hs-cTnI or hs-cTnT, no cutoff achieved the target performance: hs-cTnT concentrations less than 5 ng/L yielded an NPV of 66% (CI, 59% to 72%), and hs-cTnI concentrations less than 2 ng/L yielded an NPV of 68% (CI, 62% to 74%). LIMITATION Data were generated in a large single-center diagnostic study using central adjudication. CONCLUSION In symptomatic patients with CAD, very low hs-cTn concentrations, including hs-cTnI concentrations less than 2.5 ng/L, do not generally allow users to safely exclude inducible myocardial ischemia. PRIMARY FUNDING SOURCE European Union, Swiss National Science Foundation, Kommission für Technologie und Innovation (Innosuisse), Swiss Heart Foundation, Cardiovascular Research Foundation Basel, University of Basel, University Hospital Basel, Roche, Abbott, and Singulex.
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Affiliation(s)
- Joan Walter
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Jeanne du Fay de Lavallaz
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Luca Koechlin
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Tobias Zimmermann
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Jasper Boeddinghaus
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Ursina Honegger
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Ivo Strebel
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Raphael Twerenbold
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Melissa Amrein
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Thomas Nestelberger
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Desiree Wussler
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Christian Puelacher
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Patrick Badertscher
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland, and University of Illinois at Chicago, Chicago, Illinois (P.B.)
| | - Michael Zellweger
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Gregor Fahrni
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Raban Jeger
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Christoph Kaiser
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
| | - Tobias Reichlin
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, and University Hospital Bern, University of Bern, Bern, Switzerland (T.R.)
| | - Christian Mueller
- Cardiovascular Research Institute Basel, University Hospital Basel, and University of Basel, Basel, Switzerland (J.W., J.D., L.K., T.Z., J.B., U.H., I.S., R.T., M.A., T.N., D.W., C.P., M.Z., G.F., R.J., C.K., C.M.)
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Ultrasensitive quantitative measurement of huntingtin phosphorylation at residue S13. Biochem Biophys Res Commun 2020; 521:549-554. [DOI: 10.1016/j.bbrc.2019.09.097] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 09/22/2019] [Indexed: 11/21/2022]
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Akkilic N, Liljeblad M, Blaho S, Hölttä M, Höök F, Geschwindner S. Avidity-Based Affinity Enhancement Using Nanoliposome-Amplified SPR Sensing Enables Low Picomolar Detection of Biologically Active Neuregulin 1. ACS Sens 2019; 4:3166-3174. [PMID: 31724395 DOI: 10.1021/acssensors.9b01392] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Biomarkers serve as indicators of disease progression or therapeutic response of an medical intervention, and means for enabling a reliable and sensitive biomarker detection are therefore vital in clinical settings. Most biosensor assays require high-affinity interactions in combination with an enzyme or fluorescent tag to enable detection and frequently employ extensive washing procedures prior to signal readout. Attempts to overcome this limitation by using natural biological partners tend to be demanding, because their very low affinity is frequently not compatible with the need of reaching low limits of detection (LODs), especially for circulating biomarkers that possess short half-lives. To address these challenges, we developed a label-free surface plasmon resonance (SPR) platform for the detection of neuregulin 1 (NRG1) using ErbB4-modified liposomes offering both signal amplification and affinity enhancement via functional multivalent interactions. Through the functional avidity interaction between NRG1 and ErbB4, an LOD of 3.5 picomolar was reached, which is about 60-fold higher than traditional SPR and miniaturized immunoassays. The biosensor displays also an 8-fold higher sensitivity when compared with a single-molecule immunoassay employing the natural binding partner rather than a high-affinity antibody as one of the interaction partners. In fact, the liposome-induced avidity between NRG1 and ErbB4 offered an LOD that was comparable to that obtained using a high-affinity antibody and enabled detection of NRG1 in plasma with a LOD of 36 pM. Employing the liposome-enhanced platform in conjunction with a low-affinity biomarker receptor thus enables the assessment of the functional state of the biomarker at competitive LODs and eliminates the need for high-affinity antibodies.
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Affiliation(s)
| | | | | | | | - Fredrik Höök
- Department of Applied Physics, Division of Biological Physics, Chalmers University of Technology, Gothenburg 412 96, Sweden
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Guo S, Schlecht W, Li L, Dong WJ. Paper-based cascade cationic isotachophoresis: Multiplex detection of cardiac markers. Talanta 2019; 205:120112. [PMID: 31450472 PMCID: PMC6858795 DOI: 10.1016/j.talanta.2019.07.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Revised: 07/01/2019] [Accepted: 07/01/2019] [Indexed: 01/03/2023]
Abstract
Paper-based analytical devices (PADs) are widely used in point-of-care testing (POCT) as they are cost-effective, simple and straightforward. However, poor sensitivity hinders their use in detecting diseases with low abundance biomarkers. The poor detection limit of PADs is mainly attributed to the low concentration of analytes, and the complexity of biological fluid, leading to insufficient interactions between analytes and capture antibodies. This study aims to overcome these difficulties by developing a paper-based cationic isotachophoresis (ITP) approach for simultaneously detecting pico-molar levels of two essential cardiac protein markers: acidic troponin T (cTnT) and basic troponin I (cTnI) spiked into human serum samples. The approach utilizes 3-aminopropyltrimethoxysilane (APTMS) treated glass fiber papers with decreasing cross-sectional area assembled on a 3D printed cartridge device. Our results showed that in the presence of cTnT monoclonal antibody (mAb), fluorescently labeled cTnI and cTnT could be effectively enriched in cationic ITP. Each individual target was captured subsequently by a test line in the detection zone where the capture mAb was immobilized. Detailed analysis suggests that the technology is capable of simultaneous on-board depletion of abundant plasma proteins and enrichment of cTnI/cTnT by ~1300-fold with a sensitivity of 0.6 pmol/L for cTnT and a sensitivity of 1.5 pmol/L for cTnI in less than 6 min. The results demonstrate the potential of this technology for rapid, ultra-sensitive and cost-effective analysis of multiplex protein markers in clinical serum samples at point of care.
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Affiliation(s)
- Shuang Guo
- Gene and Linda Voiland School of Chemical Engineering and Bioengineering, Washington State University, Pullman, WA, USA
| | - William Schlecht
- Gene and Linda Voiland School of Chemical Engineering and Bioengineering, Washington State University, Pullman, WA, USA
| | - Lei Li
- School of Mechanical and Materials Engineering, Washington State University, Pullman, WA, USA
| | - Wen-Ji Dong
- Gene and Linda Voiland School of Chemical Engineering and Bioengineering, Washington State University, Pullman, WA, USA; Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA.
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Gutiérrez-Mejía FA, Moerland CP, van IJzendoorn LJ, Prins MWJ. Conformation switching of single native proteins revealed by nanomechanical probing without a pulling force. NANOSCALE 2019; 11:19933-19942. [PMID: 31599908 DOI: 10.1039/c9nr01448a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Protein conformational changes are essential to biological function, and the heterogeneous nature of the corresponding protein states provokes an interest to measure conformational changes at the single molecule level. Here we demonstrate that conformational changes in single native proteins can be revealed by non-covalent antibody-targeting of specific domains within the protein, using nanomechanical probing without an applied pulling force. The protein of interest was captured between a particle and a substrate and three properties were quantified: the twist amplitude related to an applied torque, torsional compliance related to rotational Brownian motion, and translational Brownian displacement. Calcium-dependent conformation switching was studied in native human cardiac troponin, a heterotrimer protein complex that regulates the contraction and relaxation of heart muscle cells and is also a key biomarker for diagnosing myocardial infarction. The data reveal a change in mechanical properties upon conformation switching from the non-saturated to the calcium-saturated state, which in cardiomyocytes gives myosin motor proteins access to actin filaments. A clear increase was observed in the molecular stiffness for the calcium-saturated protein conformation. Using libraries of monoclonal antibodies, the nanomechanical probing of conformation by antibody targeting opens avenues for characterizing single native protein complexes for research as well as for diagnostic applications.
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Affiliation(s)
- Fabiola A Gutiérrez-Mejía
- Department of Applied Physics, Eindhoven University of Technology (TU/e), Eindhoven, The Netherlands. and Institute for Complex Molecular Systems (ICMS), TU/e, Eindhoven, The Netherlands
| | - Christian P Moerland
- Department of Applied Physics, Eindhoven University of Technology (TU/e), Eindhoven, The Netherlands. and Institute for Complex Molecular Systems (ICMS), TU/e, Eindhoven, The Netherlands
| | - Leo J van IJzendoorn
- Department of Applied Physics, Eindhoven University of Technology (TU/e), Eindhoven, The Netherlands. and Institute for Complex Molecular Systems (ICMS), TU/e, Eindhoven, The Netherlands
| | - Menno W J Prins
- Department of Applied Physics, Eindhoven University of Technology (TU/e), Eindhoven, The Netherlands. and Institute for Complex Molecular Systems (ICMS), TU/e, Eindhoven, The Netherlands and Department of Biomedical Engineering, TU/e, Eindhoven, The Netherlands
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Peri SSS, Sabnani MK, Raza MU, Ghaffari S, Gimlin S, Wawro DD, Lee JS, Kim MJ, Weidanz J, Alexandrakis G. Detection of specific antibody-ligand interactions with a self-induced back-action actuated nanopore electrophoresis sensor. NANOTECHNOLOGY 2019; 31:085502. [PMID: 31675752 DOI: 10.1088/1361-6528/ab53a7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Recent advances in plasmonic nanopore technologies have enabled the use of concurrently acquired bimodal optical-electrical data for improved quantification of molecular interactions. This work presents the use of a new plasmonic nanosensor employing self-induced back-action (SIBA) for optical trapping to enable SIBA-actuated nanopore electrophoresis (SANE) for quantifying antibody-ligand interactions. T-cell receptor-like antibodies (TCRmAbs) engineered to target peptide-presenting major histocompatibility complex (pMHC) ligands, representing a model of target ligands presented on the surface of cancer cells, were used to test the SANE sensor's ability to identify specific antibody-ligand binding. Cancer-irrelevant TCRmAbs targeting the same pMHCs were also tested as a control. It was found that the sensor could provide bimodal molecular signatures that could differentiate between antibody, ligand and the complexes that they formed, as well as distinguish between specific and non-specific interactions. Furthermore, the results suggested an interesting phenomenon of increased antibody-ligand complex bound fraction detected by the SANE sensor compared to that expected for corresponding bulk solution concentrations. A possible physical mechanism and potential advantages for the sensor's ability to augment complex formation near its active sensing volume at concentrations lower than the free solution equilibrium binding constant (K D ) are discussed.
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Affiliation(s)
- Sai Santosh Sasank Peri
- Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX, United States of America
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Cariulo C, Martufi P, Verani M, Azzollini L, Bruni G, Weiss A, Deguire SM, Lashuel HA, Scaricamazza E, Sancesario GM, Schirinzi T, Mercuri NB, Sancesario G, Caricasole A, Petricca L. Phospho-S129 Alpha-Synuclein Is Present in Human Plasma but Not in Cerebrospinal Fluid as Determined by an Ultrasensitive Immunoassay. Front Neurosci 2019; 13:889. [PMID: 31507364 PMCID: PMC6714598 DOI: 10.3389/fnins.2019.00889] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 08/07/2019] [Indexed: 01/05/2023] Open
Abstract
Accumulation and aggregation of misfolded alpha-synuclein is believed to be a cause of Parkinson’s disease (PD). Phosphorylation of alpha-synuclein at S129 is known to be associated with the pathological misfolding process, but efforts to investigate the relevance of this post-translational modification for pathology have been frustrated by difficulties in detecting and quantifying it in relevant samples. We report novel, ultrasensitive immunoassays based on single-molecule counting technology, useful for detecting alpha-synuclein and its S129 phosphorylated form in clinical samples in the low pg/ml range. Using human CSF and plasma samples, we find levels of alpha-synuclein comparable to those previously reported. However, while alpha-synuclein phosphorylated on S129 could easily be detected in human plasma, where its detection is extremely sensitive to protein phosphatases, its levels in CSF were undetectable, with a possible influence of a matrix effect. In plasma samples from a small test cohort comprising 5 PD individuals and five age-matched control individuals we find that pS129 alpha-synuclein levels are increased in PD plasma samples, in line with previous reports. We conclude that pS129 alpha-synuclein is not detectable in CSF and recommend the addition of phosphatase inhibitors to plasma samples at the time of collection. Moreover, the findings obtained on the small cohort of clinical plasma samples point to plasma pS129 alpha-synuclein levels as a candidate diagnostic biomarker in PD.
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Affiliation(s)
| | - Paola Martufi
- Department of Neuroscience, IRBM S.p.A., Rome, Italy
| | | | | | | | | | - Sean M Deguire
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, School of Life Sciences, Brain Mind Institute, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Hilal A Lashuel
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, School of Life Sciences, Brain Mind Institute, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Eugenia Scaricamazza
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | | | - Tommaso Schirinzi
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Nicola Biagio Mercuri
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy.,IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Giuseppe Sancesario
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | | | - Lara Petricca
- Department of Neuroscience, IRBM S.p.A., Rome, Italy
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Yang T, Dang Y, Ostaszewski B, Mengel D, Steffen V, Rabe C, Bittner T, Walsh DM, Selkoe DJ. Target engagement in an alzheimer trial: Crenezumab lowers amyloid β oligomers in cerebrospinal fluid. Ann Neurol 2019; 86:215-224. [PMID: 31168802 PMCID: PMC6771589 DOI: 10.1002/ana.25513] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 05/29/2019] [Accepted: 05/29/2019] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Oligomeric forms of amyloid β protein (oAβ) are believed to be principally responsible for neurotoxicity in Alzheimer disease (AD), but it is not known whether anti-Aβ antibodies are capable of lowering oAβ levels in humans. METHODS We developed an ultrasensitive immunoassay and used it to measure oAβ in cerebrospinal fluid (CSF) from 104 AD subjects participating in the ABBY and BLAZE phase 2 trials of the anti-Aβ antibody crenezumab. Patients received subcutaneous (SC) crenezumab (300mg) or placebo every 2 weeks, or intravenous (IV) crenezumab (15mg/kg) or placebo every 4 weeks for 68 weeks. Ninety-eight of the 104 patients had measurable baseline oAβ levels, and these were compared to levels at week 69 in placebo (n = 28), SC (n = 35), and IV (n = 35) treated patients. RESULTS Among those receiving crenezumab, 89% of SC and 86% of IV patients had lower levels of oAβ at week 69 versus baseline. The difference in the proportion of patients with decreasing levels was significant for both treatment arms: p = 0.0035 for SC and p = 0.01 for IV crenezumab versus placebo. The median percentage change was -48% in the SC arm and -43% in the IV arm. No systematic change was observed in the placebo group, with a median change of -13% and equivalent portions with negative and positive change. INTERPRETATION Crenezumab lowered CSF oAβ levels in the large majority of treated patients tested. These results support engagement of the principal pathobiological target in AD and identify CSF oAβ as a novel pharmacodynamic biomarker for use in trials of anti-Aβ agents. ANN NEUROL 2019;86:215-224.
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Affiliation(s)
- Ting Yang
- Ann Romney Center for Neurologic Diseases, Department of NeurologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
| | - Yifan Dang
- Ann Romney Center for Neurologic Diseases, Department of NeurologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
| | - Beth Ostaszewski
- Ann Romney Center for Neurologic Diseases, Department of NeurologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
| | - David Mengel
- Ann Romney Center for Neurologic Diseases, Department of NeurologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
| | - Verena Steffen
- Genentech (a member of the Roche Group)South San FranciscoCA
| | - Christina Rabe
- Genentech (a member of the Roche Group)South San FranciscoCA
| | - Tobias Bittner
- Genentech (a member of the Roche Group)South San FranciscoCA
| | - Dominic M. Walsh
- Ann Romney Center for Neurologic Diseases, Department of NeurologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
| | - Dennis J. Selkoe
- Ann Romney Center for Neurologic Diseases, Department of NeurologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
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46
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Ryan JJ, Hanes DA, Bradley RD, Contractor N. Effect of a Nutrition Support Formula in Adults With Inflammatory Bowel Disease: A Pilot Study. Glob Adv Health Med 2019; 8:2164956119867251. [PMID: 31384513 PMCID: PMC6664624 DOI: 10.1177/2164956119867251] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 06/11/2019] [Accepted: 07/09/2019] [Indexed: 12/19/2022] Open
Abstract
Background Due to the high prevalence of nutrient deficiencies in patients
with inflammatory bowel disease (IBD), routine monitoring of
nutrient status and supplementation are recommended. Objective This preliminary study was implemented to prospectively identify
potential effects of a nutrition support formula on blood
nutrient parameters in adults with IBD. Methods Ten adults with Crohn’s disease or ulcerative colitis were
recruited from the Portland, Oregon, metropolitan area into a
single-arm, open-label pilot study. Participants consumed a
nutrition support beverage twice daily for 12 weeks. The formula
contained a mixture of micronutrients (including methylated
forms of folate and vitamin B12), macronutrients, and
phytonutrients (including curcumin, xanthohumol, ginger
compounds, and quercetin). Primary measures were the following
parameters: folate, vitamin B12, red blood cell (RBC) count,
hemoglobin, hematocrit, electrolytes, and albumin. Exploratory
measures included a food frequency questionnaire, circulating
blood cell counts, and inflammatory markers. Results Nine participants completed the study and one withdrew. Adherence
was 98%. Serum folate increased 48.7%
(P = .029), serum vitamin B12 increased 17.4%
but did not reach statistical significance
(P = .053), and red cell distribution width
(RDW) decreased 9.2% (P = .012) over the
12-week study period. There were minimal shifts in total white
blood cell (WBC) counts (−1.0%, P = .845), but
percent neutrophils decreased 10.4% (P = .042)
and absolute lymphocyte count increased 18.6%
(P = .048). RBC count, hemoglobin,
hematocrit, electrolytes, albumin, and inflammatory markers did
not change significantly. Post hoc analysis demonstrated that
neutrophil–lymphocyte ratio (NLR) decreased 18.4% (not
significant, P = .061). Conclusion Serum folate and RDW improved in adults with IBD after 12 weeks.
Modulation of leukocyte subtypes was also observed, including a
decrease in neutrophils and an increase in lymphocytes, with no
change in total WBC count. A randomized, controlled study to
further examine effects of the nutrition support formula will be
initiated to follow up on this promising, but preliminary
investigation.
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Affiliation(s)
- Jennifer J Ryan
- Helfgott Research Institute, National University of Natural Medicine, Portland, Oregon
| | - Douglas A Hanes
- Helfgott Research Institute, National University of Natural Medicine, Portland, Oregon
| | - Ryan D Bradley
- Helfgott Research Institute, National University of Natural Medicine, Portland, Oregon.,Family Medicine and Public Health, University of California, San Diego, La Jolla, California
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47
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Xing R, Wen Y, Dong Y, Wang Y, Zhang Q, Liu Z. Dual Molecularly Imprinted Polymer-Based Plasmonic Immunosandwich Assay for the Specific and Sensitive Detection of Protein Biomarkers. Anal Chem 2019; 91:9993-10000. [DOI: 10.1021/acs.analchem.9b01826] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Rongrong Xing
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Yanrong Wen
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Yueru Dong
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Yijia Wang
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Qi Zhang
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Zhen Liu
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
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48
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Mickert MJ, Farka Z, Kostiv U, Hlaváček A, Horák D, Skládal P, Gorris HH. Measurement of Sub-femtomolar Concentrations of Prostate-Specific Antigen through Single-Molecule Counting with an Upconversion-Linked Immunosorbent Assay. Anal Chem 2019; 91:9435-9441. [DOI: 10.1021/acs.analchem.9b02872] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Matthias J. Mickert
- Institute of Analytical Chemistry, Chemo- and Biosensors, University of Regensburg, 93053 Regensburg, Germany
| | - Zdeněk Farka
- Institute of Analytical Chemistry, Chemo- and Biosensors, University of Regensburg, 93053 Regensburg, Germany
- CEITEC—Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic
| | - Uliana Kostiv
- Institute of Analytical Chemistry, Chemo- and Biosensors, University of Regensburg, 93053 Regensburg, Germany
- Institute of Macromolecular Chemistry, Czech Academy of Sciences, 162 06 Prague, Czech Republic
| | - Antonín Hlaváček
- Institute of Analytical Chemistry, Czech Academy of Sciences, 602 00 Brno, Czech Republic
| | - Daniel Horák
- Institute of Macromolecular Chemistry, Czech Academy of Sciences, 162 06 Prague, Czech Republic
| | - Petr Skládal
- CEITEC—Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic
| | - Hans H. Gorris
- Institute of Analytical Chemistry, Chemo- and Biosensors, University of Regensburg, 93053 Regensburg, Germany
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49
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Byrd JC, Smith S, Wagner-Johnston N, Sharman J, Chen AI, Advani R, Augustson B, Marlton P, Commerford SR, Okrah K, Liu L, Murray E, Penuel E, Ward AF, Flinn IW. Correction: First-in-human phase 1 study of the BTK inhibitor GDC-0853 in relapsed or refractory B-cell NHL and CLL. Oncotarget 2019; 10:3827-3830. [PMID: 31217910 PMCID: PMC6557200 DOI: 10.18632/oncotarget.27011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Affiliation(s)
- John C Byrd
- Division of Hematology, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Stephen Smith
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
| | | | - Jeff Sharman
- Willamette Valley Cancer Institute and Research Center, US Oncology, Eugene, OR, USA
| | - Andy I Chen
- Center for Hematologic Malignancies, Oregon Health & Science University, Portland, OR, USA
| | - Ranjana Advani
- Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | | | - Paula Marlton
- Department of Haematology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - S Renee Commerford
- Early Clinical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Kwame Okrah
- Early Clinical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Lichuan Liu
- Early Clinical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Elaine Murray
- Early Clinical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Elicia Penuel
- Early Clinical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Ashley F Ward
- Early Clinical Development, Genentech, Inc., South San Francisco, CA, USA
| | - Ian W Flinn
- Blood Cancer Research Program, Sarah Cannon Research Institute, Nashville, TN, USA
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50
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Moerland CP, van IJzendoorn LJ, Prins MWJ. Rotating magnetic particles for lab-on-chip applications - a comprehensive review. LAB ON A CHIP 2019; 19:919-933. [PMID: 30785138 DOI: 10.1039/c8lc01323c] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Magnetic particles are widely used in lab-on-chip and biosensing applications, because they have a high surface-to-volume ratio, they can be actuated with magnetic fields and many biofunctionalization options are available. The most well-known actuation method is to apply a magnetic field gradient which generates a translational force on the particles and allows separation of the particles from a suspension. A more recently developed magnetic actuation method is to exert torque on magnetic particles by a rotating magnetic field. Rotational actuation can be achieved with a field that is uniform in space and it allows for a precise control of torque, orientation, and angular velocity of magnetic particles in lab-on-chip devices. A wide range of studies have been performed with rotating MPs, demonstrating fluid mixing, concentration determination of biological molecules in solution, and characterization of structure and function of biomolecules at the single-molecule level. In this paper we give a comprehensive review of the historical development of MP rotation studies, including configurations for field generation, physical model descriptions, and biological applications. We conclude by sketching the scientific and technological developments that can be expected in the future in the field of rotating magnetic particles for lab-on-chip applications.
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Affiliation(s)
- C P Moerland
- Department of Applied Physics, Department of Biomedical Engineering, Institute for Complex Molecular Systems, Eindhoven University of Technology, Eindhoven, The Netherlands.
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