10 results on '"Marta Fernandez-Suarez"'
Search Results
2. Diagnostic performance of host protein signatures as a triage test for active pulmonary TB
- Author
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Lisa Koeppel, Claudia M Denkinger, Romain Wyss, Tobias Broger, Novel N Chegou, Jill M Dunty, Kerry Scott, Tatiana Cáceres, Elloise Dutoit, Cesar Ugarte-Gil, Mark Nicol, Eduardo Gotuzzo, Paul L A M Corstjens, Annemieke Geluk, George B Sigal, Emmanuel Moreau, Audrey Albertini, Anna Mantsoki, Stefano Ongarello, Gerhard Walzl, and Marta Fernandez Suarez
- Abstract
The current four symptom screen recommended by the WHO is widely used as screen to initiate diagnostic testing for active pulmonary tuberculosis (TB), yet the performance is poor especially when TB prevalence is low. In contrast, more sensitive molecular tests are less suitable for the placement at primary care level in low resource settings. In order to meet the WHO End TB targets new diagnostic approaches are urgently needed to find the missing undiagnosed cases. Proteomics-derived blood host biomarkers have been explored because protein detection technologies are suitable for the point-of-care setting and could meet cost targets.This study aims to find a biomarker signature that fulfills WHO’s target product profile (TPP) for a TB screening. 12 blood-based protein biomarkers from three sample populations (Vietnam, Peru, South Africa) are analyzed individually and in combinations via advanced statistical methods and machine learning algorithms. The combination of I-309, SYWC and kallistatin shows the most promising results for TB prediction throughout the datasets meeting the TPP for a triage test in adults from two countries (Peru and South Africa). The top performing individual markers identified at the global level (I-309 and SYWC) were also among the best performing markers at country level in South Africa and Vietnam.This analysis clearly shows that a host protein biomarker assay is feasible in adults for certain geographical regions based on one or two biomarkers with a performance that meets minimal WHO TPP criteria.Abstract ImportanceTuberculosis (TB) remains a serious worldwide health problem and diagnosis is hampered by the complexity of tests at primary care level in low resource settings or the low accuracy for screening settings. In order to meet the WHO End TB targets new diagnostic approaches are urgently needed to find the missing undiagnosed cases.This analysis clearly shows that a host protein biomarker assay is feasible in adults for certain geographical regions. We were able to construct an algorithm through statistical methods and machine learning algorithms whose performance meets the minimum of the WHO target product profile criteria. Thus, further work should be addressed at demonstrating that such as assay can be translated into a practical point-of-care test, and to better understand how to address regional differences in biomarker levels and responses.
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- 2023
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3. Immunoassay for HIV Drug Metabolites Tenofovir and Tenofovir Diphosphate
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Marta Fernandez Suarez, Lisa Marshall, Derin Sevenler, Rebecca D. Sandlin, Mehmet Toner, Paul K. Drain, and Ashley Bardon
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0301 basic medicine ,Tenofovir diphosphate ,Tenofovir ,Anti-HIV Agents ,medicine.drug_class ,030106 microbiology ,Human immunodeficiency virus (HIV) ,HIV Infections ,Pharmacology ,medicine.disease_cause ,Monoclonal antibody ,Article ,Medication Adherence ,03 medical and health sciences ,immune system diseases ,medicine ,Humans ,Immunoassay ,biology ,medicine.diagnostic_test ,business.industry ,Adenine ,virus diseases ,Organophosphates ,030104 developmental biology ,Infectious Diseases ,Pharmaceutical Preparations ,biology.protein ,Enzyme linked immunoassay ,Antibody ,business ,Drug metabolism ,medicine.drug - Abstract
Poor patient adherence to antiretroviral medication represents a major obstacle for managing disease and reducing rates of new HIV infections. The measurement of patient drug levels is the most objective method of determining adherence. Tenofovir and tenofovir diphosphate are metabolites of some of the most common HIV medications for treatment and prevention and can be quantified by mass spectrometry. Here, we report the development of a competitive enzyme linked immunoassay as a simplified approach for detecting tenofovir and tenofovir diphosphate. Monoclonal antibodies were produced by two tenofovir-hapten conjugates and screened for binding to immobilized tenofovir, and then for competition by tenofovir and tenofovir diphosphate. Antibody specificity was evaluated against adenosine phosphates, which are close structural analogs. We performed numerical simulations of reaction equilibrium to guide assay optimization. When used to evaluate spiked tenofovir in plasma and spiked tenofovir diphosphate in red blood cell lysate, the optimized assay had high sensitivity and specificity.
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- 2020
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4. Enzymatic Assay for Rapid Measurement of Antiretroviral Drug Levels
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Paul K. Drain, Tiffany J. Lo, Derin Sevenler, Andrew T. Bender, Jonathan D. Posner, Jane Y Zhang, Marta Fernandez-Suarez, Ayokunle Olanrewaju, and Benjamin Sullivan
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Fluid Flow and Transfer Processes ,business.industry ,Process Chemistry and Technology ,010401 analytical chemistry ,Human immunodeficiency virus (HIV) ,food and beverages ,Bioengineering ,Antiretroviral drug ,HIV Infections ,02 engineering and technology ,021001 nanoscience & nanotechnology ,medicine.disease_cause ,01 natural sciences ,Antiretroviral therapy ,Virology ,Article ,0104 chemical sciences ,Poor adherence ,Anti-Retroviral Agents ,Medicine ,Humans ,0210 nano-technology ,business ,Instrumentation ,Enzyme Assays - Abstract
Poor adherence to pre-exposure prophylaxis (PrEP) and antiretroviral therapy (ART) can lead to human immunodeficiency virus (HIV) acquisition and emergence of drug resistant infections, respectively. Measurement of antiviral drug levels provides objective adherence information that may help prevent adverse health outcomes. Gold standard drug-level measurement by liquid chromatography/mass spectrometry is centralized, heavily instrumented, and expensive and is thus unsuitable and unavailable for routine use in clinical settings. We developed the REverse TranscrIptase Chain Termination (RESTRICT) assay as a rapid and accessible measurement of drug levels indicative of long-term adherence to PrEP and ART. The assay uses designer single stranded DNA templates and intercalating fluorescent dyes to measure complementary DNA (cDNA) formation by reverse transcriptase in the presence of nucleotide reverse transcriptase inhibitor drugs. We optimized the RESTRICT assay using aqueous solutions of tenofovir diphosphate (TFV-DP), a metabolite that indicates long-term adherence to ART and PrEP, at concentrations over two orders of magnitude above and below the clinically relevant range. We used dilution in water as a simple sample preparation strategy to detect TFV-DP spiked into whole blood and accurately distinguished TFV-DP drug levels corresponding to low and high PrEP adherence. The RESTRICT assay is a fast and accessible test that could be useful test for patients and clinicians to measure and improve ART and PrEP adherence.
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- 2020
5. Specific Pathogen Detection Using Bioorthogonal Chemistry and Diagnostic Magnetic Resonance
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Changwook Min, David Issadore, Monty Liong, Mehmet Toner, Marta Fernandez-Suarez, Ralph Weissleder, Sarah M. Fortune, Hakho Lee, Carlos Tassa, and Thomas Reiner
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Pharmacology ,Staphylococcus aureus ,Magnetic Resonance Spectroscopy ,Time Factors ,Pathogen detection ,medicine.diagnostic_test ,Specific detection ,Extramural ,Chemistry ,Organic Chemistry ,Biomedical Engineering ,Pharmaceutical Science ,Bioengineering ,Nanotechnology ,Magnetic resonance imaging ,Equipment Design ,Nuclear magnetic resonance spectroscopy ,Staphylococcal Infections ,Article ,Biochemistry ,medicine ,Humans ,Bioorthogonal chemistry ,Surface plasmon resonance ,Biotechnology - Abstract
The development of faster and more sensitive detection methods capable of identifying specific bacterial species and strains has remained a longstanding clinical challenge. Thus to date, the diagnosis of bacterial infections continues to rely on the performance of time-consuming microbiological cultures. Here, we demonstrate the use of bioorthogonal chemistry for magnetically labeling specific pathogens to enable their subsequent detection by nuclear magnetic resonance. Antibodies against a bacterial target of interest were first modified with trans-cyclooctene and then coupled to tetrazine-modified magnetic nanoprobes, directly on the bacteria. This labeling method was verified by surface plasmon resonance as well as by highly specific detection of Staphylococcus aureus using a miniaturized diagnostic magnetic resonance system. Compared to other copper-free bioorthogonal chemistries, the cycloaddition reaction reported here displayed faster kinetics and yielded higher labeling efficiency. Considering the short assay times and the portability of the necessary instrumentation, it is feasible that this approach could be adapted for clinical use in resource-limited settings.
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- 2011
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6. Magnetic barcode assay for genetic detection of pathogens
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Rushdy Ahmad, Ralph Weissleder, Mehmet Toner, Monty Liong, Anh N. Hoang, Marta Fernandez-Suarez, Rupal R. Shah, Hakho Lee, Sarah M. Fortune, Christopher B. Ford, Changwook Min, Jaehoon Chung, and Nil Gural
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DNA, Bacterial ,Tuberculosis ,Molecular Sequence Data ,General Physics and Astronomy ,Computational biology ,Biology ,Barcode ,Polymerase Chain Reaction ,Polymorphism, Single Nucleotide ,Sensitivity and Specificity ,Article ,General Biochemistry, Genetics and Molecular Biology ,law.invention ,Microsphere ,Mycobacterium tuberculosis ,Magnetics ,law ,medicine ,DNA Barcoding, Taxonomic ,Humans ,Base sequence ,Multidisciplinary ,Base Sequence ,Extramural ,General Chemistry ,biology.organism_classification ,medicine.disease ,Molecular biology ,Mutation ,Sputum ,medicine.symptom ,Genome, Bacterial - Abstract
The task of rapidly identifying patients infected with Mycobacterium tuberculosis in resource-constrained environments remains a challenge. A sensitive and robust platform that does not require bacterial isolation or culture is critical in making informed diagnostic and therapeutic decisions. Here we introduce a platform for the detection of nucleic acids based on a magnetic barcoding strategy. PCR-amplified mycobacterial genes are sequence-specifically captured on microspheres, labelled by magnetic nanoprobes and detected by nuclear magnetic resonance. All components are integrated into a single, small fluidic cartridge for streamlined on-chip operation. We use this platform to detect M. tuberculosis and identify drug-resistance strains from mechanically processed sputum samples within 2.5 h. The specificity of the assay is confirmed by detecting a panel of clinically relevant non-M. tuberculosis bacteria, and the clinical utility is demonstrated by the measurements in M. tuberculosis-positive patient specimens. Combined with portable systems, the magnetic barcode assay holds promise to become a sensitive, high-throughput and low-cost platform for point-of-care diagnostics.
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- 2013
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7. Nanoporous elements in microfluidics for multiscale manipulation of bioparticles
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Marta Fernandez-Suarez, Brian L. Wardle, Fabio Fachin, Mehmet Toner, Grace D. Chen, Massachusetts Institute of Technology. Department of Aeronautics and Astronautics, Wardle, Brian L., and Fachin, Fabio
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Nanotube ,Microchannel ,Materials science ,Nanoporous ,Microfluidics ,Nanoparticle ,Nanotechnology ,General Chemistry ,Carbon nanotube ,Permeability ,Article ,law.invention ,Biomaterials ,law ,Nanoparticles ,General Materials Science ,Particle size ,Particle Size ,Porosity ,Biotechnology - Abstract
Author Manuscript 2011 July 22, Solid materials, such as silicon, glass, and polymers, dominate as structural elements in microsystems including microfluidics. Porous elements have been limited to membranes sandwiched between microchannel layers or polymer monoliths. This paper reports the use of micropatterned carbon-nanotube forests confined inside microfluidic channels for mechanically and/or chemically capturing particles ranging over three orders of magnitude in size. Nanoparticles below the internanotube spacing (80 nm) of the forest can penetrate inside the forest and interact with the large surface area created by individual nanotubes. For larger particles (>80 nm), the ultrahigh porosity of the nanotube elements reduces the fluid boundary layer and enhances particle–structure interactions on the outer surface of the patterned nanoporous elements. Specific biomolecular recognition is demonstrated using cells (≈10 μm), bacteria (≈1 μm), and viral-sized particles (≈40 nm) using both effects. This technology can provide unprecedented control of bioseparation processes to access bioparticles of interest, opening new pathways for both research and point-of-care diagnostics., National Institute of Biomedical Imaging and Bioengineering (U.S.) (Grant P41 EB002503), United States. Department of State (Fulbright Science and Technology Award)
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- 2010
8. A fluorophore ligase for site-specific protein labeling inside living cells
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Marta Fernandez-Suarez, Chayasith Uttamapinant, Samuel Thompson, Hemanta Baruah, Katharine A. White, Alice Y. Ting, and Sujiet Puthenveetil
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Models, Molecular ,Fluorophore ,Protein Conformation ,Mutagenesis (molecular biology technique) ,Peptide ,Biology ,Green fluorescent protein ,Cell Line ,Ligases ,chemistry.chemical_compound ,Protein structure ,Catalytic Domain ,Chlorocebus aethiops ,Animals ,Humans ,Umbelliferones ,Binding site ,Chromatography, High Pressure Liquid ,Fluorescent Dyes ,chemistry.chemical_classification ,DNA ligase ,Multidisciplinary ,Binding Sites ,Escherichia coli Proteins ,Proteins ,Biological Sciences ,Fusion protein ,Actins ,Recombinant Proteins ,Kinetics ,chemistry ,Biochemistry ,COS Cells ,Mutagenesis, Site-Directed ,HeLa Cells - Abstract
Biological microscopy would benefit from smaller alternatives to green fluorescent protein for imaging specific proteins in living cells. Here we introduce PRIME (PRobe Incorporation Mediated by Enzymes), a method for fluorescent labeling of peptide-fused recombinant proteins in living cells with high specificity. PRIME uses an engineered fluorophore ligase, which is derived from the natural Escherichia coli enzyme lipoic acid ligase (LplA). Through structure-guided mutagenesis, we created a mutant ligase capable of recognizing a 7-hydroxycoumarin substrate and catalyzing its covalent conjugation to a transposable 13-amino acid peptide called LAP (LplA Acceptor Peptide). We showed that this fluorophore ligation occurs in cells in 10 min and that it is highly specific for LAP fusion proteins over all endogenous mammalian proteins. By genetically targeting the PRIME ligase to specific subcellular compartments, we were able to selectively label spatially distinct subsets of proteins, such as the surface pool of neurexin and the nuclear pool of actin.
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- 2010
9. Fluorescent probes for super-resolution imaging in living cells
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Marta Fernandez-Suarez and Alice Y. Ting
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Diagnostic Imaging ,Materials science ,Luminescent Agents ,Cells ,Resolution (electron density) ,Green Fluorescent Proteins ,Nanotechnology ,Cell Biology ,Carbocyanines ,Fluorescence ,Superresolution ,law.invention ,Lens (optics) ,Microscopy, Fluorescence ,law ,Temporal resolution ,Microscopy ,Fluorescence microscope ,Animals ,Coloring Agents ,Molecular Biology ,Image resolution ,Fluorescent Dyes - Abstract
Recent advances in fluorescent probe technology have improved spatial and temporal resolution, bringing us closer to the ideal of imaging individual cellular features in real time with molecular (1–5 nm) resolution. In parallel, the development of super-resolution imaging techniques has revolutionized fluorescence microscopy. In 1873, Ernst Abbe discovered that features closer than ∼200 nm cannot be resolved by lens-based light microscopy. In recent years, however, several new far-field super-resolution imaging techniques have broken this diffraction limit, producing, for example, video-rate movies of synaptic vesicles in living neurons with 62 nm spatial resolution. Current research is focused on further improving spatial resolution in an effort to reach the goal of video-rate imaging of live cells with molecular (1–5 nm) resolution. Here, we describe the contributions of fluorescent probes to far-field super-resolution imaging, focusing on fluorescent proteins and organic small-molecule fluorophores. We describe the features of existing super-resolution fluorophores and highlight areas of importance for future research and development.
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- 2008
10. Protein-protein interaction detection in vitro and in cells by proximity biotinylation
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Marta Fernandez-Suarez, T. Scott Chen, and Alice Y. Ting
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Streptavidin ,Molecular Sequence Data ,Biotin ,Biochemistry ,Catalysis ,Article ,Protein–protein interaction ,Cell Line ,Tacrolimus Binding Proteins ,chemistry.chemical_compound ,Colloid and Surface Chemistry ,Fluorescence Resonance Energy Transfer ,Humans ,Carbon-Nitrogen Ligases ,Amino Acid Sequence ,Peptide sequence ,Binding protein ,Escherichia coli Proteins ,TOR Serine-Threonine Kinases ,Proteins ,General Chemistry ,Repressor Proteins ,Kinetics ,Phosphotransferases (Alcohol Group Acceptor) ,FKBP ,chemistry ,Phosphoserine ,Biotinylation ,Carrier Proteins - Abstract
We report a new method for detection of protein-protein interactions in vitro and in cells. One protein partner is fused to Escherichia coli biotin ligase (BirA), while the other protein partner is fused to BirA's "acceptor peptide" (AP) substrate. If the two proteins interact, BirA will catalyze site-specific biotinylation of AP, which can be detected by streptavidin staining. To minimize nonspecific signals, we engineered the AP sequence to reduce its intrinsic affinity for BirA. The rapamycin-controlled interaction between FKBP and FRB proteins could be detected in vitro and in cells with a signal to background ratio as high as 28. We also extended the method to imaging of the phosphorylation-dependent interaction between Cdc25C phosphatase and 14-3-3epsilon phosphoserine/threonine binding protein. Protein-protein interaction detection by proximity biotinylation has the advantages of low background, high sensitivity, small AP tag size, and good spatial resolution in cells.
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- 2008
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