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Article
| Open AccessPredicting and improving complex beer flavor through machine learning
Perception and appreciation of food flavour depends on many factors, posing a challenge for effective prediction. Here, the authors combine extensive chemical and sensory analyses of 250 commercial Belgian beers to train machine learning models that enable flavour and consumer appreciation prediction.
- Michiel Schreurs
- , Supinya Piampongsant
- & Kevin J. Verstrepen
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Article
| Open AccessIon mobility-tandem mass spectrometry of mucin-type O-glycans
Currently, only a few specialized labs can characterize O-glycans. The present study couples high-resolution ion mobility spectrometry with tandem mass spectrometry to efficiently identify complex O-glycan structures in clinical samples.
- Leïla Bechtella
- , Jin Chunsheng
- & Kevin Pagel
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Article
| Open AccessDeciphering the mechanism of glutaredoxin-catalyzed roGFP2 redox sensing reveals a ternary complex with glutathione for protein disulfide reduction
Fusion proteins between roGFP2 and glutaredoxins are used for intracellular redox measurements. Here, the authors determined all rate constants of the reaction cycle for roGFP2 measurements and identified an alternative glutaredoxin mechanism.
- Fabian Geissel
- , Lukas Lang
- & Marcel Deponte
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Article
| Open AccessSialic acid O-acetylation patterns and glycosidic linkage type determination by ion mobility-mass spectrometry
O-acetylation is a common modification of sialic acids. Here, a library of synthetic O-acetylated sialosides made it possible to develop an ion mobility mass spectrometry (IM-MS) approach that can elucidate exact O-acetylation patterns and glycosidic linkage types of sialosides isolated from biological samples.
- Gaёl M. Vos
- , Kevin C. Hooijschuur
- & Geert-Jan Boons
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Article
| Open AccessSingle-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
Single-cell analysis provides unique insight into individual cell dynamics and cell-to-cell heterogeneity. Here, the authors utilize trapped ion mobility separation coupled with dual-polarity ionization mass spectrometry imaging to enable high-throughput in situ profiling of single-cell lipidome.
- Hua Zhang
- , Yuan Liu
- & Lingjun Li
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Article
| Open AccessEstablishing mammalian GLUT kinetics and lipid composition influences in a reconstituted-liposome system
Transport assays using purified glucose transporters (GLUTs) have proven to be difficult to implement, hampering deeper mechanistic insights. Here the authors have optimized a transport assay in liposomes that will provide insight to study other membrane transport proteins.
- Albert Suades
- , Aziz Qureshi
- & David Drew
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Article
| Open AccessOzone-enabled fatty acid discovery reveals unexpected diversity in the human lipidome
Fatty acids are fundamental biomolecular building blocks that are characterized by extraordinary structural diversity and present a formidable analytical challenge. Here the authors introduce a discovery workflow for de novo identification that adds more than 100 fatty acids to the human lipidome.
- Jan Philipp Menzel
- , Reuben S. E. Young
- & Stephen J. Blanksby
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Matters Arising
| Open AccessThe G protein preference of orexin receptors is currently an unresolved issue
- Jyrki P. Kukkonen
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Article
| Open AccessCap analogs with a hydrophobic photocleavable tag enable facile purification of fully capped mRNA with various cap structures
Removing immunogenic uncapped mRNA from transcribed mRNA can be challenging, but is critical in mRNA research and clinical applications such as vaccines. Here, authors develop hydrophobic photocaged tag-modified cap analogs, which can be used to separate capped mRNA from uncapped mRNA, with subsequent tag removal using photo-irradiation.
- Masahito Inagaki
- , Naoko Abe
- & Hiroshi Abe
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Article
| Open AccessSpecific, sensitive and quantitative protein detection by in-gel fluorescence
Recombinant proteins in complex solutions are typically detected with tag-specific antibodies in Western blots. Here, the author describes an antibody-free alternative in which tagged proteins are detected directly in polyacrylamide gels via fluorophore-labelling of the tagged protein using a ligase.
- Adrian C. D. Fuchs
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Article
| Open AccessA cationic motif upstream Engrailed2 homeodomain controls cell internalization through selective interaction with heparan sulfates
Here, the authors show that cell internalization of Engrailed2 not only relies on its homeodomain, but also involves a cationic region which interacts selectively with cell surface heparan sulfates.
- Sébastien Cardon
- , Yadira P. Hervis
- & Sandrine Sagan
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Article
| Open AccessHigh-resolution separation of bioisomers using ion cloud profiling
Ion mobility is used in mass spectrometers for structure analysis of biomolecules. Here, the authors show that ion mobility analysis in an ion trap under ultra-high fields enables isomer separation at resolutions over 10,000, wich they demonstrate for isomers of disaccharides, phospholipids, and peptides.
- Xiaoyu Zhou
- , Zhuofan Wang
- & Zheng Ouyang
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Article
| Open AccessIn-depth mapping of protein localizations in whole tissue by micro-scaffold assisted spatial proteomics (MASP)
Accurate protein mapping on whole-tissue levels provides critical insights into diseases/therapies. Here, the authors described a novel spatial proteomics method, based on tissue compartmentalization using a 3D-printed micro-scaffold, generated thousands of protein maps across a whole-tissue slice.
- Min Ma
- , Shihan Huo
- & Jun Qu
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Article
| Open AccessCritical Offset Magnetic PArticle SpectroScopy for rapid and highly sensitive medical point-of-care diagnostics
Sensitive methods for antibody detection tend to be expensive and slow. Here, the authors report a magnetic particle spectroscopy method named COMPASS, as a rapid and low-cost technique which is comparable to ELISA in terms of sensitivity but with a measurement times of seconds.
- Patrick Vogel
- , Martin Andreas Rückert
- & Volker Christian Behr
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Article
| Open AccessPre-equilibrium biosensors as an approach towards rapid and continuous molecular measurements
Biosensors using ligand-receptor binding tend to operate under equilibrium conditions, but this can make real-time monitoring challenging. Here the authors provide a theoretical foundation for biosensing where ligand concentrations can be continuously measured without needing to reach equilibrium.
- Nicolò Maganzini
- , Ian Thompson
- & Hyongsok Tom Soh
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Article
| Open AccessDemonstration of intracellular real-time molecular quantification via FRET-enhanced optical microcavity
The authors introduce an active-mode optical microcavity sensor with enhanced sensitivity via Förster resonant energy transfer. Changes in lasing wavelengths of both donor and acceptor enable quantitative molecular analysis and real-time monitoring of intracellular molecules.
- Yaping Wang
- , Marion C. Lang
- & Pu Wang
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Article
| Open AccessImproved immunoassay sensitivity and specificity using single-molecule colocalization
A major challenge of enzyme-linked immunosorbent assays is discriminating true signal from non-specific binding. Here the authors present a Single-Molecule Colocalization Assay (SiMCA) which eliminates such effects, enabling reproducible detection of picomolar protein concentrations.
- Amani A. Hariri
- , Sharon S. Newman
- & H. Tom Soh
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Article
| Open AccessDesign of a methotrexate-controlled chemical dimerization system and its use in bio-electronic devices
Efforts to engineer artificial allosteric systems are ongoing. Here the authors analyse factors influencing development of artificial small molecule:protein complexes that act as chemically induced dimerization (CID) systems; they use one of the CIDs to construct an electrochemical biosensor of methotrexate.
- Zhong Guo
- , Oleh Smutok
- & Kirill Alexandrov
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Article
| Open AccessA novel mechanism for the loss of mRNA activity in lipid nanoparticle delivery systems
Lipid nanoparticle delivery of mRNA vaccines has become of particular importance, however, mRNA stability is a major concern. Here, the authors report on a study of lipid impurity mRNA interactions using reverse phase ion pair HPLC to identify reactions which render the mRNA untranslatable, reducing vaccine efficiency.
- Meredith Packer
- , Dipendra Gyawali
- & Phil White
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Article
| Open AccessLarge scale enzyme based xenobiotic identification for exposomics
Humans are exposed to many xenobiotic chemicals, but identification of low abundance xenobiotic exposures is limited by a lack of authentic standards for xenobiotic metabolites. Here the authors develop methods for enzymatic generation of diverse xenobiotic metabolites for use with high-resolution mass spectrometry for biology-based chemical identification.
- Ken H. Liu
- , Choon M. Lee
- & Dean P. Jones
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Article
| Open AccessMeasuring expression heterogeneity of single-cell cytoskeletal protein complexes
Existing methods for multimeric protein complex quantification in single cells suffer from limited selectivity and sensitivity. Here the authors report Single-cell protein Interaction Fractionation Through Electrophoresis and immunoassay Readout (SIFTER) and use this to probe the effects of cellular stress.
- Julea Vlassakis
- , Louise L. Hansen
- & Amy E. Herr
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Article
| Open AccessA plug-and-play platform of ratiometric bioluminescent sensors for homogeneous immunoassays
Many current immunoassays require multiple washing, incubation and optimization steps. Here the authors present Ratiometric Plug-and-Play Immunodiagnostics (RAPPID), a generic assay platform that uses ratiometric bioluminescent detection to allow sandwich immunoassays to be performed directly in solution.
- Yan Ni
- , Bas J. H. M. Rosier
- & Maarten Merkx
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Article
| Open AccessRetention time prediction using neural networks increases identifications in crosslinking mass spectrometry
Predicting chromatographic retention times (RTs) has proven beneficial in proteomics but has not yet been achieved for crosslinked peptides. Here, the authors develop an RT prediction tool for crosslinked peptides and leverage predicted RTs to increase identifications in crosslinking mass spectrometry studies.
- Sven H. Giese
- , Ludwig R. Sinn
- & Juri Rappsilber
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Article
| Open AccessA rapid, accurate, scalable, and portable testing system for COVID-19 diagnosis
There is a clear need for rapid, accurate and scalable Covid-19 diagnostics. Here the authors use PfAgo to detect viral sequences amplified by RT-LAMP in a handheld battery-powered device.
- Guanhua Xun
- , Stephan Thomas Lane
- & Huimin Zhao
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Comment
| Open AccessQuality control of protein reagents for the improvement of research data reproducibility
Proteins and peptides are amongst the most widely used research reagents but often their quality is inadequate and can result in poor data reproducibility. Here we propose a simple set of guidelines that, when correctly applied to protein reagents should provide more reliable experimental data.
- Ario de Marco
- , Nick Berrow
- & Bertrand Raynal
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Article
| Open AccessAn engineered CRISPR-Cas12a variant and DNA-RNA hybrid guides enable robust and rapid COVID-19 testing
As the COVID-19 pandemic continues, variants of the virus are emerging. Here the authors present a diagnostic assay that can detect wildtype and known variants using engineered Cas12a.
- Kean Hean Ooi
- , Mengying Mandy Liu
- & Meng How Tan
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Article
| Open AccessGlycan chip based on structure-switchable DNA linker for on-chip biosynthesis of cancer-associated complex glycans
Current methods for on-chip glycan biosynthesis suffer from analysing products, often resulting in poor purity and yield. Here the authors report a glycan chip developed by introducing a pH-responsive i-motif DNA linker to control the immobilization and isolation of glycans on chips.
- Hye Ryoung Heo
- , Kye Il Joo
- & Hyung Joon Cha
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Article
| Open AccessConserved strategies of RNA polymerase I hibernation and activation
RNA polymerase (Pol) I transcribes the ribosomal RNA precursor in eukaryotes. Here, the authors present three cryo-EM structure of S. pombe Pol I in different functional states among them a dimer structure and discuss conserved and organism-specific features of Pol I.
- Florian B. Heiss
- , Julia L. Daiß
- & Christoph Engel
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Article
| Open AccessUltrasensitive and visual detection of SARS-CoV-2 using all-in-one dual CRISPR-Cas12a assay
Rapid and early detection of SARS-CoV-2 will aid intervention to stop disease spread. Here the authors present a one-pot CRISPR-based rapid detection system with visual readout.
- Xiong Ding
- , Kun Yin
- & Changchun Liu
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Article
| Open AccessA pocket-escaping design to prevent the common interference with near-infrared fluorescent probes in vivo
Near-infrared fluorescent probes hold great potential for biomedical imaging but most bind to albumin, generating unspecific fluorescence. Here the authors identify the acceptor (A) group as responsible and design a new A group that avoids capture by albumin, and apply it to imaging liver fibrosis in vivo.
- Panfei Xing
- , Yiming Niu
- & Chunming Wang
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Article
| Open AccessRobust, reproducible and quantitative analysis of thousands of proteomes by micro-flow LC–MS/MS
Mass spectrometry-based proteomics typically relies on highly sensitive nano-flow liquid chromatography (LC) but this can reduce robustness and reproducibility. Here, the authors show that micro-flow LC enables robust and reproducible high-throughput proteomics experiments at a very moderate loss of sensitivity.
- Yangyang Bian
- , Runsheng Zheng
- & Bernhard Kuster
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Article
| Open AccessAutomated mass spectrometry imaging of over 2000 proteins from tissue sections at 100-μm spatial resolution
Imaging mass spectrometry is a powerful emerging tool for mapping the spatial distribution of biomolecules across tissue surfaces. Here the authors showcase an automated technology for deep proteome imaging that utilizes ultrasensitive microfluidics and a mass spectrometry workflow to analyze tissue voxels, generating quantitative cell-type-specific images.
- Paul D. Piehowski
- , Ying Zhu
- & Kristin E. Burnum-Johnson
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Article
| Open AccessClathrin light chain A drives selective myosin VI recruitment to clathrin-coated pits under membrane tension
Clathrin light chains (CLCa and CLCb) are major constituents of clathrin-coated vesicles. Here authors find and structurally characterize the selective interaction between CLCa and the actin motor protein myosin VI which act together to generate the force that leads to invagination and fission at the apical surface.
- Matteo Biancospino
- , Gwen R. Buel
- & Simona Polo
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Article
| Open AccessThermodynamics and kinetics guided probe design for uniformly sensitive and specific DNA hybridization without optimization
Optimisation of nucleic acid probes and blocker strands can be laborious. Here the authors construct a theoretical model of competitive DNA hybridisation to design DNA probes for optimisation-free mutation detection.
- Xin Chen
- , Na Liu
- & Xianjin Xiao
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Article
| Open AccessProfiling surface proteins on individual exosomes using a proximity barcoding assay
The use of antibodies to capture and profile exosomes limits the number of target proteins that can be detected. Here the authors develop a proximity-dependent barcoding assay that allows profiling of 38 surface proteins on individual exosomes from heterogeneous samples such as serum and seminal fluid.
- Di Wu
- , Junhong Yan
- & Masood Kamali-Moghaddam
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Article
| Open AccessBand-collision gel electrophoresis
Electrophoretic mobility shift assays are widely used in gel electrophoresis to study binding interactions between different molecular species, but these assays access only a subset of reaction possibilities. Here, the authors develop a band-collision gel electrophoresis (BCGE) approach that demonstrates a much wider variety of reaction types.
- Dimitri A. Bikos
- & Thomas G. Mason
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Article
| Open AccessUltra-sensitive digital quantification of proteins and mRNA in single cells
Digital proximity ligation assay (dPLA) can measure proteins and mRNAs in single cells, but is not compatible with cell imaging and cannot quantify rare proteins due to a high dilution factor. Here the authors present an automated microfluidic device that combines live-cell imaging, chemical stimulation, and dPLA in a smaller reaction volume.
- Jing Lin
- , Christian Jordi
- & Savaş Tay
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Article
| Open AccessTracking carrier protein motions with Raman spectroscopy
Acyl carrier proteins (ACPs), a universal and highly conserved carrier of acyl intermediates during fatty acid and polyketide synthesis, are difficult to visualise. Here, the authors developed a facile, Raman spectroscopy-based method to detect ACP-substrate interactions.
- Samuel C. Epstein
- , Adam R. Huff
- & Louise K. Charkoudian
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Article
| Open AccessParallel analysis of tri-molecular biosynthesis with cell identity and function in single cells
Simultaneous quantification of DNA, RNA and protein at the single cell level has not yet been possible. Here the authors introduce a molecular labelling and detection strategy to quantify synthesis of these biomolecules and couple it to transient cell states through parallel quantification of state-dependent biomolecules.
- Samuel C. Kimmey
- , Luciene Borges
- & Sean C. Bendall
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Article
| Open AccessATP-dependent membrane remodeling links EHD1 functions to endocytic recycling
The GTPase dynamin catalyzes membrane fission but activity of the dynamin-related ATPase EHD1 is unknown. Here, using in vitro reconstitution assays and molecular dynamics simulations, the authors report that EHD1 hydrolyzes ATP to remodel, causing fission of membrane tubes and that this is necessary for endocytic recycling.
- Raunaq Deo
- , Manish S. Kushwah
- & Thomas J. Pucadyil
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Article
| Open AccessA CRISPR–Cas9-triggered strand displacement amplification method for ultrasensitive DNA detection
Isothermal DNA amplification techniques are useful for diagnostic applications in place of traditional PCR. Here the authors describe CRISDA, which combines CRISPR–Cas9 with strand displacement amplification and exhibits attomolar sensitivity and single-nucleotide specificity in DNA detection.
- Wenhua Zhou
- , Li Hu
- & Xue-Feng Yu
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Article
| Open AccessAn E2-ubiquitin thioester-driven approach to identify substrates modified with ubiquitin and ubiquitin-like molecules
Ubiquitination and ubiquitin-like modifications of proteins regulate multiple cellular processes but identifying substrates of specific E2 and E3 enzymes remains challenging. Here, the authors conjugate E2 enzymes with enrichable ubiquitin derivatives to identify substrates of specific E2/E3 pairs by mass spectrometry.
- Gábor Bakos
- , Lu Yu
- & Jörg Mansfeld
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Article
| Open AccessPaf1 and Ctr9 subcomplex formation is essential for Paf1 complex assembly and functional regulation
The evolutionarily conserved multifunctional polymerase-associated factor 1 (Paf1) complex plays an essential role in gene regulation. Here, the authors report two structures of the human and yeast Ctr9/Paf1 subcomplexes, and find that this is essential for Paf1 complex assembly and function.
- Ying Xie
- , Minying Zheng
- & Jiafu Long
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Article
| Open AccessMonitoring the action of redox-directed cancer therapeutics using a human peroxiredoxin-2-based probe
Current sensors for intracellular H2O2 are not sensitive enough to detect all biologically relevant H2O2 fluctuations. Here the authors develop a peroxiredoxin-2-based FRET probe that is sensitive enough to measure changes in H2O2 concentration in response to the cancer therapeutic piperlongumine.
- Troy F. Langford
- , Beijing K. Huang
- & Hadley D. Sikes
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Article
| Open AccessNative mass spectrometry combined with enzymatic dissection unravels glycoform heterogeneity of biopharmaceuticals
The specific glycosylation patterns of biological drugs often impact the efficacy and safety of the therapeutic product. Here the authors describe a native mass spectrometry approach that allows the resolution of highly complex glycosylation patterns on large proteins, which they apply to the therapeutic Fc-fusion protein Etanercept.
- Therese Wohlschlager
- , Kai Scheffler
- & Christian G. Huber
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Article
| Open AccessA switch point in the molecular chaperone Hsp90 responding to client interaction
The heat shock protein 90 (Hsp90) chaperone undergoes large conformational changes during its functional cycle. Here the authors combine in vivo, biochemical, biophysical and computational approaches and provide insights into the allosteric regulation of Hsp90 by identifying and characterizing a switch point in the Hsp90 middle domain.
- Daniel Andreas Rutz
- , Qi Luo
- & Johannes Buchner
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Article
| Open AccessPixelated spatial gene expression analysis from tissue
Spatial localization of genetic information is important for tissue heterogeneity but difficult to capture with current analytical techniques. Here the authors present “Pixelated RT-LAMP”, an approach that uses parallel on-chip reactions to provide the distribution of target sequences directly from tissue.
- A. Ganguli
- , A. Ornob
- & R. Bashir
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Article
| Open AccessPairwise detection of site-specific receptor phosphorylations using single-molecule blotting
Current methods to measure post-translational modifications of receptor tyrosine kinases provide ensemble results. Here the authors develop a single-molecule blotting (SiMBlot) assay that detects site-specific phosphorylation patterns at the single-molecule level.
- Kyung Lock Kim
- , Daehyung Kim
- & Sung Ho Ryu
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Article
| Open AccessA rapid bioluminescence assay for measuring myeloperoxidase activity in human plasma
Levels of the enzyme myeloperoxidase in the blood are considered a biomarker for the severity of cardiovascular disease. Here the authors report a rapid and inexpensive method for measuring myeloperoxidase activity in human plasma by luminescence, after adsorption of the enzyme to a polymer surface.
- Reece J. Goiffon
- , Sara C. Martinez
- & David Piwnica-Worms