34,351 results on '"Mass Spectrometry methods"'
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2. Using peptide barcodes for simultaneous profiling of protein expression from mRNA.
- Author
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Kumano S, Tanaka K, Akahori R, Yanagiya A, and Nojima A
- Subjects
- Humans, Mass Spectrometry methods, Gene Expression Profiling methods, RNA, Messenger genetics, RNA, Messenger analysis, Green Fluorescent Proteins genetics, Green Fluorescent Proteins chemistry, Green Fluorescent Proteins metabolism, Peptides chemistry, Peptides analysis, Peptides genetics, Peptides metabolism
- Abstract
Rationale: mRNA technology has begun to play a significant role in the areas of therapeutic intervention and vaccine development. However, optimizing the mRNA sequence that influences protein expression levels is a resource-intensive and time-consuming process. This study introduces a new method to accelerate the selection of sequences of mRNA for optimal protein expression., Methods: We designed the mRNA sequences in such a way that a unique peptide barcode, corresponding to each mRNA sequence, is attached to the expressed protein. These barcodes, cleaved off by a protease and simultaneously quantified by mass spectrometry, reflect the protein expression, enabling a parallel analysis. We validated this method using two mRNAs, each with different untranslated regions (UTRs) but encoding enhanced green fluorescence protein (eGFP), and investigated whether the peptide barcodes could analyze the differential eGFP expression levels., Results: The fluorescence intensity of eGFP, a marker of its expression level, has shown noticeable changes between the two UTR sequences in mRNA-transfected cells when measured using flow cytometry. This suggests alterations in the expression level of eGFP due to the influence of different UTR sequences. Furthermore, the quantified amount of peptide barcodes that were released from eGFP showed consistent patterns with these changes., Conclusions: The experimental findings suggest that peptide barcodes serve as a valuable tool for assessing protein expression levels. The process of mRNA sequence selection, aimed at maximizing protein expression, can be enhanced by the parallel analysis of peptide barcodes using mass spectrometry., (© 2024 John Wiley & Sons Ltd.)
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- 2024
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3. Using long columns to quantify over 9200 unique protein groups from brain tissue in a single injection on an Orbitrap Exploris 480 mass spectrometer.
- Author
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Lai X and Qi G
- Subjects
- Animals, Chromatography, Liquid methods, Brain metabolism, Mass Spectrometry methods, Tandem Mass Spectrometry methods, Mice, Proteins analysis, Proteomics methods, Brain Chemistry
- Abstract
The most exciting advancement in LC-MS/MS-based bottom-up proteomics has centered around enhancing mass spectrometers. Among these, the latest and most advanced mass spectrometer for bottom-up proteomics is the Orbitrap Astral that has the highest scan rate to accelerate throughput and the highest sensitivity to handle a very small amount of peptide samples and to achieve deeper proteomics. However, its affordability remains a challenge for most laboratories. While significant strides have been made in improving mass spectrometry, advancing liquid chromatography (LC) to achieve deeper proteomics has not achieved significant successes since the innovation of Multidimensional Protein Identification Technology (MudPIT) in 2001. To achieve deeper proteomics in a less labor-intensive and more reproducible approach while using a more cost-effective mass spectrometer, such as the Orbitrap Exploris 480, we evaluated trap columns as long as 40 cm and analytical column as long as 600 cm besides sample loading amount, gradient time, and analytical column particle size to enable a fractionation-free method for a single injection to obtain deeper proteomics. The length of trap and analytic columns is the key factor. Using a 30 cm trap column and 250 cm analytical column with other optimized LC conditions, we quantified over 9200 unique protein groups from brain tissue in a single injection using a 24-h gradient on an Orbitrap Exploris 480 mass spectrometer., Competing Interests: Declaration of competing interest The authors are full time employees of Eli Lilly and Company., (Copyright © 2024 Elsevier B.V. All rights reserved.)
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- 2024
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4. Developing δ 15 N and δ 13 C isoscapes using whole blood from Magellanic penguins, Spheniscus magellanicus.
- Author
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Gonzalez JF, Sánchez-Carnero N, Frere E, Yorio P, and Ciancio JE
- Subjects
- Animals, Mass Spectrometry methods, Animal Migration, Ecosystem, Spheniscidae blood, Nitrogen Isotopes blood, Nitrogen Isotopes analysis, Carbon Isotopes analysis, Carbon Isotopes blood
- Abstract
Rationale: Understanding the migration of marine animals is hindered by the limitations of traditional tracking methods. It is therefore crucial to develop alternative methods. Stable isotope-based tracking has proven useful for this task, although it requires detailed isoscapes in the focal area. Here, we present predator-based isoscapes of the coastal zone of the Patagonian Shelf Large Marine Ecosystem (PSLME), which offers a novel tool for geolocation., Methods: Whole-blood samples from breeding Magellanic penguins nesting at 11 colonies were used to create δ
15 N and δ13 C isoscapes. Isotopic values were assigned to random positions inside their corresponding foraging area. Spatial analysis and data interpolation resulted in δ15 N and δ13 C isoscapes for the coastal zone of the PSLME, which were validated through cross-validation., Results: The isoscapes mean standard error ranged from 0.05 to 0.41 for δ15 N and from 0.07 to 0.3 for δ13 C, similar to the error range of the mass spectrometer used for measuring isotope ratios. Predictive surfaces reflected the latitudinal trends, with δ13 C and δ15 N values increasing northwards. δ13 C values showed a strong latitudinal gradient, while δ15 N values had two distinct domains, with higher values in the north. The error surface indicated the highest certainty within 130 km from the shore and within the reported Magellanic penguin foraging areas., Conclusions: Both isoscapes revealed strong spatial variation. The δ13 C isoscape showed a latitudinal gradient, consistent with patterns in other oceans. The δ15 N isoscape clearly separated northern and southern colonies, likely influenced by nitrogen sources. The error obtained fell within the measurement error ranges, adding credibility to the models., (© 2024 John Wiley & Sons Ltd.)- Published
- 2024
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5. Structural elucidation of Sulodexide with multidimensional chromatography and online in-source acid-induced dissociation mass spectrometry.
- Author
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Wei Y, Zhu W, Tian H, Liu J, Chen L, Yi L, Ouyang Y, and Zhang Z
- Subjects
- Mass Spectrometry methods, Chromatography, Gel methods, Chromatography, Ion Exchange methods, Glycosaminoglycans chemistry, Glycosaminoglycans analysis
- Abstract
Sulodexide, a heparinoid medicine, is wildly used in clinic for prophylaxis and treatment of thromboembolic diseases and diabetic nephropathy. Despite its widespread use, the structure of Sulodexide remains poorly understood. It consists of various polysaccharides characterized by differing sugar compositions, linkages, and sulfonation patterns, yet they share common features such as strong hydrophilicity, high native charges, and considerable polydispersity, posing significant challenges for conventional chromatographic and online mass spectrometry (MS) characterization. In this work, a novel analytical method combining multiple-heart cut 2D-LC and in-source acid-induced dissociation (inAID) MS was developed. Three polysaccharides in Sulodexide were separated by high efficient strong-anion-exchange chromatography, followed by desalting with the second dimensional size-exclusion chromatography before MS. A novel MS strategy employing inAID technique was utilized for online analysis, leading to the initial identification of Sulodexide polysaccharide components. The results were validated through disaccharide composition analysis of those three polysaccharide components after offline preparation. This advanced strategy, merging various techniques, enable a comprehensive structural elucidation of such complex drugs and provides a viable tool for potential routine analysis of complex biomolecules., Competing Interests: Declaration of competing interest There are not any conflicts of interest for authors of this manuscript., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
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6. Comparative LC-MS-based metabolite profiling, antioxidant, and antibacterial properties of Bunium bulbocastanum tubers from two regions in Algeria.
- Author
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Bouhalla AW, Benabdelmoumene D, Dahmouni S, Bengharbi Z, Hellal K, Qadi WSM, Al-Olayan E, Moreno A, Bekada A, Buzgaia N, Aziz H, and Mediani A
- Subjects
- Algeria, Chromatography, Liquid methods, Plant Extracts pharmacology, Plant Extracts chemistry, Polyphenols analysis, Polyphenols pharmacology, Polyphenols chemistry, Mass Spectrometry methods, Microbial Sensitivity Tests, Liquid Chromatography-Mass Spectrometry, Antioxidants pharmacology, Antioxidants chemistry, Antioxidants analysis, Anti-Bacterial Agents pharmacology, Anti-Bacterial Agents chemistry, Plant Tubers chemistry, Flavonoids analysis
- Abstract
Traditional herbalists have been relied on for many years by Algerians to cure a wide range of diseases. Regardless of their nutritional values, mushrooms have chemical properties that make them attractive, beneficial, and more likely to be studied by researchers, according to ethnobotanical literature on traditional phytotherapy. Among all the edible mushrooms, tubers are a type of fungus that are traditionally used in fine dining and have garnered attention recently because of their many therapeutic applications. This research delves into a meticulous analysis of bioactive constituents in Bunium bulbocastanum tubers, sourced from Mostaganem and Relizane regions, with a keen focus on polyphenols, flavonoids, and condensed tannins. The quantification of total phenolic content was executed through the Folin-Ciocalteu assay, while flavonoids were assessed via the aluminum chloride colorimetric method. In addition, condensed tannins were evaluated in this study. Antioxidant capacities were scrutinized employing the 2,2'-diphenyl-1-picrylhydrazyl (DPPH) radical scavenging assay. Microbial inhibition studies were conducted against five benchmark bacterial strains, utilizing the agar disc diffusion technique. Furthermore, a comprehensive liquid chromatography-mass spectrometry (LC-MS) analysis was performed to identify and quantify bioactive compounds. The findings underscore that the Mostaganem extracts were particularly rich in polyphenols (11.65 mg GAE/g of extract) and tannins (1.30 mg CE/g of extract), while the Relizane extracts boasted significant flavonoid concentrations (9.421 mg QE/g of extract). Notably, 4-methylguaiacol (82.04 mg/L), caffeic acid dimethyl ether (27.76 mg/L), syringic acid (20.48 mg/L), and naringenin (16.05 mg/L) emerged as the predominant volatile compounds. Compositional investigation of the extracts by LC-MS confirmed the presence of various compounds that were linked to the bioactivities exhibited by B. bulbocastanum tubers. These findings demonstrate the effective antibacterial and antioxidant properties of B. bulbocastanum tubers, indicating their potential use in pharmaceutical and nutraceutical applications., (© 2024. The Author(s).)
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- 2024
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7. How storage post sampling influences the stability of sebum when used for mass spectrometry metabolomics analysis?
- Author
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Walton-Doyle C, Sinclair E, Begum H, Hollywood KA, Trivedi DK, and Barran P
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- Humans, Temperature, Male, Gas Chromatography-Mass Spectrometry methods, Female, Reproducibility of Results, Adult, Sebum metabolism, Metabolomics methods, Specimen Handling methods, Mass Spectrometry methods
- Abstract
Sebum is a biofluid excreted by sebaceous glands in the skin. In recent years sebum has been shown to contain endogenous metabolites diagnostic of disease, with remarkable results for Parkinson's Disease. Given that sebum sampling is facile and non-invasive, its potential for use in clinical biochemistry diagnostic assays should be explored including the parameters for standard operating procedures around collection, transport, and storage. To this aim we have here investigated the reproducibility of mass spectrometry data from sebum in relation to both storage temperature and length of storage. Sebum samples were collected from volunteers and stored for up to four weeks at a range of temperatures: ambient (circa 17 °C), -20 °C and -80 °C. Established extraction protocols were employed and samples were analysed by two chromatographic mass spectrometry techniques and data investigated using PCA, PLS-DA and ANOVA. We cannot discriminate samples as a function of storage temperature or time stored in unsupervised analysis using data acquired via TD-GC-MS and LC-IM-MS, although the sampling of volatiles was susceptible to batch effects. This study indicates that the requirements for storage and transport of sebum samples that may be used in clinical assays are less stringent than for liquid samples and indicate that sebum is suitable for remote and at home sampling prior to analysis., (© 2024. The Author(s).)
- Published
- 2024
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8. Recombinase Polymerase Amplification and Target-Triggered CRISPR/Cas12a Assay for Sensitive and Selective Hepatitis B Virus DNA Analysis Based on Lanthanide Tagging and Inductively Coupled Plasma Mass Spectrometric Detection.
- Author
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Zhao C, Du L, Hu J, and Hou X
- Subjects
- Humans, Nucleic Acid Amplification Techniques methods, Recombinases metabolism, Hepatitis B virus genetics, Hepatitis B virus isolation & purification, DNA, Viral genetics, DNA, Viral analysis, Lanthanoid Series Elements chemistry, Mass Spectrometry methods, CRISPR-Cas Systems genetics
- Abstract
Herein, we report a target-triggered CRISPR/Cas12a assay by coupling lanthanide tagging and inductively coupled plasma mass spectrometry (ICP-MS) for highly sensitive elemental detection. Hepatitis B virus (HBV) DNA was chosen as a model analyte, and recombinase polymerase amplification (RPA) was used for target amplification. The double-stranded RPA amplicons containing a 5' TTTG PAM sequence can be recognized by Cas12a through a specific CRISPR RNA, activating the trans- cleavage activity of CRISPR/Cas12a and nonspecific cleavage of terbium (Tb)-ssDNA modified on magnetic beads (MBs). Following magnetic separation and acid digestion, the released Tb
3+ ions were quantitated by ICP-MS and correlated to the concentration of HBV DNA. Taking advantage of the accelerated cleavage of Tb-ssDNA attached to the MB particles, RPA for target amplification, and ICP-MS for highly selective signal readout, this method permits the detection of 1 copy/μL of HBV DNA in serum with high specificity and holds great promise in the early diagnosis of viral infections or tumor development.- Published
- 2024
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9. High-Resolution Intact Protein Analysis via Phase-Modulated, Stepwise Frequency Scan Ion Trap Mass Spectrometry.
- Author
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Chen FH, Cheng CY, Chou SW, Yang CH, Lu IC, and Yeh ML
- Subjects
- Proteins analysis, Proteins chemistry, Cytochromes c analysis, Cytochromes c chemistry, Mass Spectrometry methods
- Abstract
Mass spectrometry (MS) using an electron multiplier for intact protein analysis remains limited. Because of the massive size and complex structure of proteins, the slow flight speed of their ions results in few secondary electrons and thus low detection sensitivity and poor spectral resolution. Thus, we present a compact ion trap-mass spectrometry approach to directly detect ion packets and obtain the high-resolution molecular signature of proteins. The disturbances causing deviations of ion motion and mass conversion have been clarified in advance. The radio frequency waveform used to manipulate ions is proposed to be a sequence of constant-frequency steps, interconnected by short time-outs, resulting in least dispersive distortion. Furthermore, more such constant-phase conjunctions are arranged in each step to compensate for fluctuations resulting from defects in the system and operation. In addition, two auxiliary pulses are generated in the right phase of each step to select ions of a specific secular state to detect one clean and sharp spectral line.This study demonstrates a top-down approach for the MS measurement of cytochrome C molecules, resulting in a spectral profile of the protein in its natural state at a resolution of 20 Da. Additionally, quick MS scans of other proteins were performed.
- Published
- 2024
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10. High-Performance Molecular Dynamics Simulations for Native Mass Spectrometry of Large Protein Complexes with the Fast Multipole Method.
- Author
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Persson LJ, Sahin C, Landreh M, and Marklund EG
- Subjects
- Static Electricity, Proteins chemistry, Proteins analysis, Molecular Dynamics Simulation, Mass Spectrometry methods
- Abstract
Native mass spectrometry (MS) is widely employed to study the structures and assemblies of proteins ranging from small monomers to megadalton complexes. Molecular dynamics (MD) simulation is a useful complement as it provides the spatial detail that native MS cannot offer. However, MD simulations performed in the gas phase have suffered from rapidly increasing computational costs with the system size. The primary bottleneck is the calculation of electrostatic forces, which are effective over long distances and must be explicitly computed for each atom pair, precluding efficient use of methods traditionally used to accelerate condensed-phase simulations. As a result, MD simulations have been unable to match the capacity of MS in probing large multimeric protein complexes. Here, we apply the fast multipole method (FMM) for computing the electrostatic forces, recently implemented by Kohnke et al. ( J. Chem. Theory Comput., 2020 , 16 , 6938-6949), showing that it significantly enhances the performance of gas-phase simulations of large proteins. We assess how to achieve adequate accuracy and optimal performance with FMM, finding that it expands the accessible size range and time scales dramatically. Additionally, we simulate a 460 kDa ferritin complex over microsecond time scales, alongside complementary ion mobility (IM)-MS experiments, uncovering conformational changes that are not apparent from the IM-MS data alone.
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- 2024
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11. Streamlining LC-MS Characterization of Pharmaceutical Polymers by Fourier-Transform-Based Deconvolution and Macromolecular Mass Defect Analysis.
- Author
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Swansiger AK, Crittenden CM, Chan SA, Yang SH, Kou D, Prell JS, and Chen B
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- Chromatography, Liquid methods, Macromolecular Substances chemistry, Molecular Weight, Liquid Chromatography-Mass Spectrometry, Fourier Analysis, Polymers chemistry, Mass Spectrometry methods
- Abstract
Polymer conjugation has risen in importance over the past three decades as a means of increasing the in vivo half-life of biotherapeutics, with benefits including better stability, greater drug efficacy, and lower toxicity. However, the intrinsic variability of polymer synthesis results in products with broad distributions in chain length and branching structure, complicating quality control for successful functionalization and downstream conjugation. Frequently, a combination of several analytical techniques is required for comprehensive characterization. While liquid chromatography-mass spectrometry (LC-MS) is a powerful platform that can provide detailed molecular features of polymers, the mass spectra are inherently challenging to interpret due to high mass polydispersity and overlapping charge distributions. Here, by leveraging Fourier transform-based deconvolution and macromolecular mass defect analysis, we demonstrate a new way to streamline pharmaceutical polymer analysis, shedding light on polymer size, composition, branching, and end-group functionalization with the capability for reaction monitoring.
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- 2024
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12. pyMS-Vis, an Open-Source Python Application for Visualizing and Investigating Deconvoluted Top-Down Mass Spectrometric Experiments: A Histone Proteoform Case Study.
- Author
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Pesavento JJ, Bindra MS, Das U, Rommelfanger SR, Zhou M, Paša-Tolić L, and Umen JG
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- Chromatography, Liquid methods, Histones chemistry, Histones analysis, Mass Spectrometry methods, Chlamydomonas reinhardtii chemistry, Software
- Abstract
We report the development of an open-source Python application that provides quantitative and qualitative information from deconvoluted liquid-chromatography top-down mass spectrometry (LC-TDMS) data sets. This simple-to-use program allows users to search masses-of-interest across multiple LC-TDMS runs and provides visualization of their ion intensities and elution characteristics while quantifying their abundances relative to one another. Focusing on proteoform-rich histone proteins from the green microalga Chlamydomonas reinhardtii , we were able to quantify proteoform abundances across different growth conditions and replicates in minutes instead of hours typically needed for manual spreadsheet-based analysis. This resulted in extending previously published qualitive observations on Chlamydomonas histone proteoforms into quantitative ones, leading to an exciting new discovery on alpha-amino termini processing exclusive to histone H2A family members. Lastly, the script was intentionally developed with readability and customizability in mind so that fellow mass spectrometrists can modify the code to suit their lab-specific needs.
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- 2024
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13. A Facile LC-MS Method for Profiling Cholesterol and Cholesteryl Esters in Mammalian Cells and Tissues.
- Author
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Chandramouli A and Kamat SS
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- Humans, Animals, Chromatography, Liquid methods, Lipidomics methods, Mass Spectrometry methods, Mice, Tandem Mass Spectrometry methods, Liquid Chromatography-Mass Spectrometry, Cholesterol Esters metabolism, Cholesterol Esters analysis, Cholesterol metabolism, Cholesterol analysis
- Abstract
Cholesterol is central to mammalian lipid metabolism and serves many critical functions in the regulation of diverse physiological processes. Dysregulation in cholesterol metabolism is causally linked to numerous human diseases, and therefore, in vivo, the concentrations and flux of cholesterol and cholesteryl esters (fatty acid esters of cholesterol) are tightly regulated. While mass spectrometry has been an analytical method of choice for detecting cholesterol and cholesteryl esters in biological samples, the hydrophobicity, chemically inert nature, and poor ionization of these neutral lipids have often proved a challenge in developing lipidomics compatible liquid chromatography-mass spectrometry (LC-MS) methods to study them. To overcome this problem, here, we report a reverse-phase LC-MS method that is compatible with existing high-throughput lipidomics strategies and capable of identifying and quantifying cholesterol and cholesteryl esters from mammalian cells and tissues. Using this sensitive yet robust LC-MS method, we profiled different mammalian cell lines and tissues and provide a comprehensive picture of cholesterol and cholesteryl esters content in them. Specifically, among cholesteryl esters, we find that mammalian cells and tissues largely possess monounsaturated and polyunsaturated variants. Taken together, our lipidomics compatible LC-MS method to study this lipid class opens new avenues in understanding systemic and tissue-level cholesterol metabolism under various physiological conditions.
- Published
- 2024
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14. Fungal elemental profiling unleashed through rapid laser-induced breakdown spectroscopy (LIBS).
- Author
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Rush TA, Wymore AM, Rodríguez M Jr, Jawdy S, Vilgalys RJ, Martin MZ, and Andrews HB
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- Mass Spectrometry methods, Lasers, Spectrum Analysis methods, Spectrum Analysis instrumentation, Fungi isolation & purification, Fungi chemistry, Fungi classification, Fungi metabolism
- Abstract
Elemental profiling of fungal species as a phenotyping tool is an understudied topic and is typically performed to examine plant tissue or non-biological materials. Traditional analytical techniques such as inductively coupled plasma-optical emission spectroscopy (ICP-OES) and inductively coupled plasma-mass spectrometry (ICP-MS) have been used to identify elemental profiles of fungi; however, these techniques can be cumbersome due to the difficulty of preparing samples. Additionally, the instruments used for these techniques can be expensive to procure and operate. Laser-induced breakdown spectroscopy (LIBS) is an alternative elemental analytical technique-one that is sensitive across the periodic table, easy to use on various sample types, and is cost-effective in both procurement and operation. LIBS has not been used on axenic filamentous fungal isolates grown in substrate media. In this work, as a proof of concept, we used LIBS on two genetically distinct fungal species grown on a nutrient-rich and nutrient-poor substrate media to determine whether robust elemental profiles can be detected and whether differences between the fungal isolates can be identified. Our results demonstrate a distinct correlation between fungal species and their elemental profile, regardless of the substrate media, as the same strains shared a similar uptake of carbon, zinc, phosphorus, manganese, and magnesium, which could play a vital role in their survival and propagation. Independently, each fungal species exhibited a unique elemental profile. This work demonstrates a unique and valuable approach to rapidly phenotype fungi through optical spectroscopy, and this approach can be critical in understanding these fungi's behavior and interactions with the environment., Importance: Historically, ionomics, the elemental profiling of an organism or materials, has been used to understand the elemental composition in waste materials to identify and recycle heavy metals or rare earth elements, identify the soil composition in space exploration on the moon or Mars, or understand human disorders or disease. To our knowledge, ionomic profiling of microbes, particularly fungi, has not been investigated to answer applied and fundamental biological questions. The reason is that current ionomic analytical techniques can be laborious in sample preparation, fail to measure all potential elements accurately, are cost-prohibitive, or provide inconsistent results across replications. In our previous efforts, we explored whether laser-induced breakdown spectroscopy (LIBS) could be used in determining the elemental profiles of poplar tissue, which was successful. In this proof-of-concept endeavor, we undertook a transdisciplinary effort between applied and fundamental mycology and elemental analytical techniques to address the biological question of how LIBS can used for fungi grown axenically in a nutrient-rich and nutrient-poor environment., Competing Interests: The authors declare no conflict of interest.
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- 2024
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15. Determining the Degree of Sulfo-tag Conjugation to AAV5 Vectors by LC-HRMS and Evaluating the Effects on Antibody Binding Affinity and Bridging Assay Sensitivity.
- Author
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Dai Y, Wu X, Sun X, Cohen D, Rajeswaran D, Robotham S, Chilewski S, Yang K, Yearwood G, Kozhich A, and Jawa V
- Subjects
- Humans, Chromatography, Liquid methods, Mass Spectrometry methods, Antibody Affinity immunology, Animals, Dependovirus genetics, Dependovirus immunology, Genetic Vectors, Antibodies, Monoclonal immunology, Antibodies, Monoclonal chemistry
- Abstract
Pre-existing anti-AAV antibodies can be detected using ligand binding-based assay formats. One such format is the MSD-based bridging assay, which uses sulfo-tag-labeled AAV vectors as detection reagents. However, no method has been developed to accurately measure the degree of sulfo-tag labeling on AAV vectors. To fill this gap, we developed a liquid chromatography-high resolution mass spectrometry (LC-HRMS) method to assess the degree of labeling (DoL) of sulfo-tag on AAV5 vectors, enabling the measurement of the DoL on AAV5 at six increasing levels of sulfo-tag challenge ratio. In addition, a Biacore-based assay was used to evaluate the binding affinity between an anti-AAV5 monoclonal antibody and various sulfo-tag labeled AAV5 vectors. The results indicated that increased DoL of sulfo-tag labeling on AAV5 did not compromise the binding affinity.Our study further employed the MSD-bridging assay to detect the binding Signal/Noise (S/N) ratios of four anti-AAV5 monoclonal antibodies (mAbs) to various sulfo-tag-labeled AAV5 vectors. The findings revealed a strong correlation between the degree of sulfo-tag labeling and both the S/N ratios and the sensitivity of MSD bridging assays. This result underscores the importance of optimizing the labeling of detection reagents to enhance assay sensitivity for detecting anti-AAV5 antibodies., (© 2024. The Author(s), under exclusive licence to American Association of Pharmaceutical Scientists.)
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- 2024
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16. Microfluidic capillary electrophoresis - mass spectrometry for rapid charge-variant and glycoform assessment of monoclonal antibody biosimilar candidates.
- Author
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Cageling R, Carillo S, Boumeester AJ, Lubbers-Geuijen K, Bones J, Jooß K, and Somsen GW
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- Cricetulus, CHO Cells, Animals, Humans, Glycosylation, Biosimilar Pharmaceuticals analysis, Biosimilar Pharmaceuticals chemistry, Antibodies, Monoclonal chemistry, Antibodies, Monoclonal analysis, Electrophoresis, Capillary methods, Mass Spectrometry methods
- Abstract
Early-stage cell line screening is a vital step in developing biosimilars of therapeutic monoclonal antibodies (mAbs). While the quality of the manufactured antibodies is commonly assessed by charge-based separation methods employing UV absorbance detection, these methods lack the ability to identify resolved mAb variants. We evaluated the performance of microfluidic capillary electrophoresis coupled to mass spectrometry (MCE-MS) as a rapid tool for profiling mAb biosimilar candidates from clonal cell lines. A representative originator sample was used to develop the MCE-MS method. The addition of dimethylsulfoxide (DMSO) to the background electrolyte yielded up to 60-fold enhancement of the protein MS signal. The resulting electropherograms consistently provided resolution of mAb charge variants within 10 min. Deconvoluted mass spectra facilitated the identification of basic variants such as C-terminal lysine and proline amidation, while the acidic variants could be assigned to deamidated forms. The MCE-MS method also allowed the identification of 18 different glycoforms in biosimilar samples. To mimic early-stage cell line selection, samples from five clonal cell lines that all expressed the same biosimilar candidate mAb were compared to their originator mAb. Based on the similarity observed in charge variants and glycoform profiles acquired by MCE-MS, the most promising candidate could be selected. The MCE-MS method demonstrated good overall reproducibility, as confirmed by a transferability study involving two separate laboratories. This study highlights the efficacy of the MCE-MS method for rapid proteoform screening of clonal cell line samples, underscoring its potential significance as an analytical tool in biosimilar process development., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2024
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17. Broad-spectrum and sensitive screening of more than 1000 compounds in equine urine using liquid chromatography/high-resolution mass spectrometry.
- Author
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Uchida T, Kisugi T, Ishii H, Yamada M, Kinoshita K, and Leung GN
- Subjects
- Animals, Horses urine, Chromatography, Liquid methods, Substance Abuse Detection methods, Substance Abuse Detection veterinary, Mass Spectrometry methods, Solid Phase Extraction methods, Reproducibility of Results, Doping in Sports prevention & control, Limit of Detection
- Abstract
Rationale: To uphold the integrity of horseracing and equestrian sports, it is critical for an equine doping control laboratory to develop a comprehensive screening method to cover a wide range of target substances at the required detection levels in equine urine., Methods: The procedure involved the enzymatic hydrolysis of 3 mL urine samples followed by solid-phase extraction using HF Bond Elut C18 cartridge. The resulting extracts were then separated on a C18 reversed-phase column and analyzed using liquid chromatography/high-resolution mass spectrometry (LC/HRMS) in both electrospray ionization positive and negative modes in two separate injections. The analytical data were obtained in full scan and product ion scan (PIS) modes in an 11 min LC run., Results: The method can detect 1011 compounds (in both positive and negative ion modes). Over 95% of the target compounds have limits of detections (LODs) ≤10 ng/mL, and more than 50% of the LODs are ≤0.5 ng/mL. The lowest LOD can reach down to 0.01 ng/mL. The applicability of the method was demonstrated by the successful detection of prohibited substances in overseas and domestic equine urine samples., Conclusions: We have successfully developed a regular screening method for equine urine samples that can detect more than 1000 compounds at sub-ppb levels in both positive and negative ion modes with full scan and PIS using LC/HRMS. Furthermore, this method can theoretically be expanded to accommodate an unlimited number of prohibited substances in full-scan mode., (© 2024 John Wiley & Sons Ltd.)
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- 2024
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18. Characterizing Lomerizine metabolites in camel urine: High-resolution mass spectrometry method development and validation for enhanced doping control.
- Author
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Nalakath J, Rasik RP, Kadry A, Babu A, Waseem I, Ok P, Hebel C, Selvapalam N, and Nagarajan ER
- Subjects
- Animals, Piperazines urine, Piperazines metabolism, Mass Spectrometry methods, Substance Abuse Detection methods, Substance Abuse Detection veterinary, Chromatography, Liquid methods, Male, Camelus, Doping in Sports prevention & control
- Abstract
Rationale: Lomerizine (LMZ) is an antimigraine drug that works as a calcium channel blocker and has selective effects on the central nervous system. It is metabolized into trimetazidine (TMZ), which is a prohibited substance owing to its performance-enhancing effects in both human and animal sports. Effective doping control measures are imperative to distinguish the source of TMZ in samples to ensure integrity and fairness of the sport, therefore a comprehensive analysis of LMZ metabolites is essential to identify potential biomarkers in camel urine for effective doping control., Methods: Camel urine samples were collected from four healthy animals following a single oral administration of LMZ at a dosage of 1 mg/kg body weight. In vitro studies were conducted using homogenized camel liver samples. Lomerizine and its metabolites were extracted using solid-phase extraction and analyzed with a Thermo Fisher Orbitrap Exploris liquid chromatography mass spectrometry system. The acquired data was processed with the Compound Discoverer software., Results: The study conducted a comprehensive analysis of LMZ metabolites in camels and identified 10 phase I and one phase II metabolites. The primary pathway for the formation of phase I metabolites was de-alkylation, while phase II metabolite was formed through alkylation of the parent drug. The study provided valuable insights into the unique metabolic pathways of LMZ in camels under specific experimental conditions., Conclusion: The developed method enables the detection and characterization of LMZ and its metabolites in camels. The identified metabolites has the potential to act as marker metabolites for the distinctive detection of LMZ in camel urine to ensure efficient analytical strategies for routine doping control applications., (© 2024 John Wiley & Sons Ltd.)
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- 2024
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19. Determination of twelve neonicotinoid pesticides in chili using an improved QuEChERS method with UPLC-Q-TOF/MS.
- Author
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Zhang W, Zhou C, Zhou F, Zalán Z, Shi H, Kan J, Cai T, and Chen K
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- Chromatography, High Pressure Liquid, Mass Spectrometry methods, Neonicotinoids analysis, Neonicotinoids chemistry, Tandem Mass Spectrometry methods, Capsicum chemistry, Food Contamination analysis, Pesticide Residues analysis, Pesticide Residues chemistry, Pesticide Residues isolation & purification
- Abstract
In this study, a QuEChERS method based on citrate was developed and utilized for the analysis of twelve neonicotinoid pesticides in fresh red chilies, fresh green chilies, and dried chilies, coupled with ultra-high performance liquid chromatography quadrupole time of flight mass spectrometry (UPLC-Q-TOF/MS). In the sample preparation, acetonitrile containing 1% formic acid was used as the extraction solvent. Anhydrous sodium sulfate replaced the traditional anhydrous magnesium sulfate for water removal, effectively eliminating the issues of salt caking. Graphitized carbon black, octadecyl silica, and primary secondary amine were used as cleaning agents. The method showed good sensitivity, with the limits of quantification below 0.03 mg/kg for fresh chilies and below 0.15 mg/kg for dried chilies. Values of matrix effects ranged from -19.5% to 8.4%, and the recovery was 86.9% - 105.2%. The analytical method provided an effective tool for the high throughput detection of neonicotinoid pesticide residues in multiple chili matrices., Competing Interests: Declaration of competing interest The authors declared that they have no conflicts of interest to this work., (Copyright © 2024 Elsevier Ltd. All rights reserved.)
- Published
- 2024
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20. Analysis of mutation-originated gain-of-glycosylation using mass spectrometry-based N-glycoproteomics.
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Yang H and Tian Z
- Subjects
- Humans, Glycosylation, MCF-7 Cells, Mass Spectrometry methods, Polysaccharides chemistry, Polysaccharides analysis, Female, Proteomics methods, Glycoproteins chemistry, Glycoproteins analysis, Glycoproteins genetics, Mutation, Glycopeptides analysis, Glycopeptides chemistry
- Abstract
Rationale: A general N-glycoproteomics analysis pipeline has been established for characterization of mutation-related gain-of-glycosylation (GoG) at intact N-glycopeptide molecular level, generating comprehensive site and structure information of N-glycosylation., Methods: This study focused on mutation-originated GoG using a mass spectrometry-based N-glycoproteomics analysis workflow. In brief, GoG intact N-glycopeptide databases were built, consisting of 2701 proteins (potential GoG N-glycosites and amino acids derived from MUTAGEN, VARIANT and VAR_SEQ in UniProt) and 6709 human N-glycans (≤50 sequence isomers per monosaccharide composition). We employed the site- and structure-specific N-glycoproteomics workflow utilizing intact N-glycopeptides search engine GPSeeker to identify GoG intact N-glycopeptides from parental breast cancer stem cells (MCF-7 CSCs) and adriamycin-resistant breast cancer stem cells (MCF-7/ADR CSCs)., Results: With the criteria of spectrum-level false discovery rate control of ≤1%, we identified 87 and 94 GoG intact N-glycopeptides corresponding to 37 and 35 intact N-glycoproteins from MCF-7 CSCs and MCF-7/ADR CSCs, respectively. Micro-heterogeneity and macro-heterogeneity of N-glycosylation from GoG intact N-glycoproteins with VAR_SEQ and VARIANT were found in both MCF-7 CSCs and MCF-7/ADR CSCs systems., Conclusions: The integration of site- and structure-specific N-glycoproteomics approach, conjugating with GoG characterization, provides a universal workflow for revealing comprehensive N-glycosite and N-glycan structure information of GoG. The analysis of mutation-originated GoG can be extended to GoG characterization of other N-glycoproteome systems including complex clinical tissues and body fluids., (© 2024 John Wiley & Sons Ltd.)
- Published
- 2024
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21. A multi-analyte assay of opioids in API and drug products using HPLC and HRMS.
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Geerlof-Vidavsky I, Balch M, Stark M, Ngo D, and Gryniewicz-Ruzicka C
- Subjects
- Chromatography, High Pressure Liquid methods, Illicit Drugs analysis, Mass Spectrometry methods, Limit of Detection, Reproducibility of Results, Drug Contamination, Analgesics, Opioid analysis
- Abstract
Surveillance testing is an essential component to ensuring safe, effective, and high-quality drug products are available in the commercially marketed US supply chain. Surveillance allows the agency to assess product quality and monitor for potential adulteration of drug products being used by consumers. Opioid drug products can be adulterated to enhance the effect of the intended active ingredient. Numerous accounts have been reported where fentanyl has been used as an adulterant in illicit street drugs such as heroin, cocaine, or methamphetamine. To efficiently surveil the legitimate opioid supply chain, an analytical method with the ability to simultaneously detect, identify and quantify opioid molecules is desired. In this study, a multi-opioid protocol (MOP) using liquid chromatography-high resolution mass spectrometry (HPLC-HRMS) technology was developed and validated for the detection and quantification of 27 opioid drugs. The MOP analytical procedure was applied to the analysis of drug substance and finished dosage forms. MOP was used to identify and quantify active pharmaceutical ingredients (API) listed on the label claim, and in the case of suspected economically motivated adulteration could identify and quantify undeclared opioid APIs. The analytical method analysis time was 16 minutes and the LOD and LOQ in full MS mode were (average) 0.3 and 0.8 ng/mL, respectively. The validation criteria parameters were satisfactory based on international guidelines (ICH). The MOP was successfully applied to the analysis of over 160 drug substances and finished products. For all samples tested in the study, their identities were confirmed, and assays met specifications. Overall, there was no evidence of illegal substitution or adulteration in any of the ingredients and products tested from the legitimate commercial marketed US supply chain., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Published by Elsevier B.V.)
- Published
- 2024
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22. Highly sensitive two-dimensional ion chromatography mass spectrometry method for nitrite determination in hydroxypropyl methylcellulose.
- Author
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Zhu K, Kerry M, Serr B, Mintert M, Pursch M, Eeltink S, and Desmet G
- Subjects
- Chromatography, Ion Exchange methods, Mass Spectrometry methods, Reproducibility of Results, Excipients chemistry, Excipients analysis, Nitrosamines analysis, Nitrosamines chemistry, Limit of Detection, Nitrites analysis, Hypromellose Derivatives chemistry
- Abstract
Due to their potential adverse health effects, some N-nitrosamines in drug products are strictly regulated with very low maximum daily intake limits. Nitrosamines can be formed from the reaction of nitrite and secondary or tertiary amines when both species co-exist in the drug synthesis or formulation process. One key strategy to mitigate nitrosamine risk in drugs is to select low-nitrite containing pharma excipients for formulation. It is necessary to develop a sensitive method for trace nitrite determination in pharma excipients as it enables drug producers to study nitrosamine formation kinetics and select excipient suppliers. This study details the development and validation of a two-dimensional ion chromatography mass spectrometry (2D-IC/MS) method for trace nitrite determination in hydroxypropyl methylcellulose (HPMC), one of the most important pharmaceutical excipients used in many drug formulations. The 2D-IC system was operated in heart-cutting mode with a concentrator column coupling the two dimensions. A standard bore anion-exchange column was used in the first dimension (
1 D) to enable a large volume injection for increased sensitivity and provide improved resolution between nitrite and the interfering chloride peak. A high efficiency microbore anion-exchange column with different selectivity was used in the second dimension (2 D) to resolve nitrite from other interfering species. The use of 2D-IC resulted in significantly improved resolution, solving the sensitivity loss issue due to ion suppression from an otherwise 1D separation. MS detection with selective ion monitoring and isotope labeled nitrite internal standard further improve the method specificity, accuracy, and ruggedness, as compared with conductivity detection. For trace determination, it is also extremely important to have a clean blank. For this purpose, a novel cleaning procedure using a strong anion wash was developed to remove nitrite contamination from labware. The optimized method was validated with linearity of nitrite in the concentration range of 18.5-5005.8 ng/g having a regression coefficient of >0.9999, precision with RSD at 3.5-10.1 % and recovery of 90.5-102.4 %. The limit of detection and limit of quantitation were 8.9 and 29.6 ng/g relative to the HPMC sample, or equivalent to 89 and 296 pg/g in the sample solution, respectively., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
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23. Non-target analysis of Danish wastewater treatment plant effluent: Statistical analysis of chemical fingerprinting as a step toward a future monitoring tool.
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Aggerbeck MR, Frøkjær EE, Johansen A, Ellegaard-Jensen L, Hansen LH, and Hansen M
- Subjects
- Denmark, Chromatography, High Pressure Liquid, Waste Disposal, Fluid, Mass Spectrometry methods, Xenobiotics analysis, Water Pollutants, Chemical analysis, Environmental Monitoring methods, Wastewater chemistry, Wastewater analysis
- Abstract
In an attempt to discover and characterize the plethora of xenobiotic substances, this study investigates chemical compounds released into the environment with wastewater effluents. A novel non-targeted screening methodology based on ultra-high resolution Orbitrap mass spectrometry and nanoflow ultra-high performance liquid chromatography together with a newly optimized data-processing pipeline were applied to effluent samples from two state-of-the-art and one small wastewater treatment facility. In total, 785 molecular structures were obtained, of which 38 were identified as single compounds, while 480 structures were identified at a putative level. Most of these substances were therapeutics and drugs, present as parent compounds and metabolites. Using R packages Phyloseq and MetacodeR, originally developed for bioinformatics, significant differences in xenobiotic presence in the wastewater effluents between the three sites were demonstrated., Competing Interests: Declaration of competing interest The authors declare no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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24. Untargeted metabolomics of blood plasma samples of patients with hepatocellular carcinoma.
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Böhmová A, Mikoška M, Syslová K, Šindelářová D, Hříbek P, Urbánek P, and Setnička V
- Subjects
- Humans, Male, Middle Aged, Female, Chromatography, Liquid methods, Liver Cirrhosis blood, Liver Cirrhosis diagnosis, Principal Component Analysis, Aged, Mass Spectrometry methods, Adult, Case-Control Studies, Carcinoma, Hepatocellular blood, Liver Neoplasms blood, Metabolomics methods, Biomarkers, Tumor blood
- Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related deaths in the world. HCC is often diagnosed late because patients with early-stage cancer have no apparent symptoms. Therefore, it is desirable to find a reliable method for an early diagnosis based on the detection of metabolites - biomarkers, that can be detected in the early stages of the disease. Untargeted metabolomics is often used as a tool to find a suitable biomarker for several diseases. In this work, untargeted metabolomics was performed on blood plasma samples of HCC patients and compared with healthy individuals and patients with liver cirrhosis. A combination of liquid chromatography and high-resolution mass spectrometry was used as an analytical method. More than a thousand peaks were detected in the blood plasma samples, from which mainly amino acids, carboxylic acids, lipids, and their derivatives were evaluated as potential biomarkers. The data obtained were statistically processed using the analysis of variance, correlation analysis, and principal component analysis., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
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25. Phytochemical profiling and antioxidant activity assessment of Bellevalia pseudolongipes via liquid chromatography-high-resolution mass spectrometry.
- Author
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Yolbaş İ
- Subjects
- Chromatography, Liquid methods, Flavonoids analysis, Flavonoids chemistry, Turkey, Phenols analysis, Phenols chemistry, Sulfonic Acids chemistry, Sulfonic Acids antagonists & inhibitors, Biphenyl Compounds chemistry, Benzothiazoles, Antioxidants pharmacology, Antioxidants chemistry, Antioxidants analysis, Plant Extracts chemistry, Plant Extracts pharmacology, Phytochemicals chemistry, Phytochemicals analysis, Phytochemicals pharmacology, Mass Spectrometry methods
- Abstract
Background: Plant-derived drugs are often preferred over synthetic drugs because of their superior safety profiles. Phenolic compounds and flavonoids-major plant components-possess antioxidant properties. Limited research has been conducted on the bioactive compounds and biochemical properties of Bellevalia pseudolongipes (Asparagaceae), an important pharmacological species endemic to Turkey. Therefore, the chemical composition and antioxidant properties of B. pseudolongipes were investigated in this study., Methods: The chemical composition of B. pseudolongipes was analyzed using liquid chromatography-high-resolution mass spectrometry, and radical scavenging and antioxidant activities were evaluated using DPPH (2,2-diphenyl-1-picrylhydrazyl) and ABTS (2,2'-azinobis(3-ethylbenzothiazoline-6-sulfonic acid)) tests., Results: Thirty-eight compounds were identified, including trans-cinnamic acid, caffeic acid, vitexin, schaftoside, orientin, and narirutin. B. pseudolongipes showed high antioxidant activity in antioxidant activity tests., Conclusion: These findings provide novel insights into the potential utility of B. pseudolongipes in the pharmaceutical, food, and cosmetics industries, highlighted by its significant antioxidant capacity., Competing Interests: The author declares that they have no competing interests., (© 2024 Yolbaş.)
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- 2024
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26. Validation of two LCHRMS methods for large-scale untargeted metabolomics of serum samples: Strategy to establish method fitness-for-purpose.
- Author
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Grijseels S, Vasskog T, Heinsvig PJ, Myhre TN, Hansen T, and Mardal M
- Subjects
- Humans, Reproducibility of Results, Chromatography, Liquid methods, Mass Spectrometry methods, Metabolome, Metabolomics methods
- Abstract
Untargeted metabolomics by LCHRMS is a powerful tool to enhance our knowledge of pathophysiological processes. Whereas validation of a bioanalytical method is customary in most analytical chemistry fields, it is rarely performed for untargeted metabolomics. This study aimed to establish and validate an analytical platform for a long-term, clinical metabolomics study. Sample preparation was performed with an automated liquid handler and four analytical methods were developed and evaluated. The validation study spanned three batches with twelve runs using individual serum samples and various quality control samples. Data was acquired with untargeted acquisition and only metabolites identified at level 1 were evaluated. Validation parameters were set to evaluate key performance metrics relevant for the intended application: reproducibility, repeatability, stability, and identification selectivity, emphasizing dataset intrinsic variance. Concordance of semi-quantitative results between methods was evaluated to identify potential bias. Spearman rank correlation coefficients (r
s ) were calculated from individual serum samples. Of the four methods tested, two were selected for validation. A total of 47 and 55 metabolites (RPLC-ESI+ - and HILIC-ESI- -HRMS, respectively) met specified validation criteria. Quality assurance involved system suitability testing, sample release, run release, and batch release. The median repeatability and within-run reproducibility as coefficient of variation% for metabolites that passed validation on RPLC-ESI+ - and HILIC-ESI- -HRMS were 4.5 and 4.6, and 1.5 and 3.8, respectively. Metabolites that passed validation on RPLC-ESI+ -HRMS had a median D-ratio of 1.91, and 89 % showed good signal intensity after ten-fold dilution. The corresponding numbers for metabolites with the HILIC-ESI- -HRMS method was 1.45 and 45 %, respectively. The rs median ({range}) for metabolites that passed validation on RPLC-ESI+ - was 0.93 (N = 9 {0.69-0.98}) and on HILIC-ESI- -HRMS was 0.93 (N = 22 {0.55-1.00}). The validated methods proved fit-for-purpose and the laboratory thus demonstrated its capability to produce reliable results for a large-scale, untargeted metabolomics study. This validation not only bolsters the reliability of the assays but also significantly enhances the impact and credibility of the hypotheses generated from the studies. Therefore, this validation study serves as a benchmark in the documentation of untargeted metabolomics, potentially guiding future endeavors in the field., Competing Interests: Declaration of competing interest The authors declare that they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.)- Published
- 2024
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27. Characterization and identification of the wide-polarity multicomponents from Prunella vulgaris by offline two-dimensional liquid chromatography and hydrophilic interaction chromatography coupled to ion mobility-quadrupole time-of-flight mass spectrometry.
- Author
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Sun H, Wang MY, Huang JQ, Cui DX, Leng L, Gao XM, Li X, and Yang WZ
- Subjects
- Chromatography, High Pressure Liquid methods, Mass Spectrometry methods, Ion Mobility Spectrometry methods, Prunella chemistry, Hydrophobic and Hydrophilic Interactions, Plant Extracts chemistry
- Abstract
Metabolites identification is crucial to develop functional foods or perform quality control. Prunella vulgaris (Xia-Ku-Cao) is a medicinal and edible plant used as the herbal medicine or main additive in functional beverage. However, current analytical strategies can only on-line characterize tens of compounds, restricted by insufficient chromatographic resolution and low coverage of the mass spectrometric scan methods. This work was designed to characterize the wide-polarity components from the ear of P. vulgaris. The total extract was fractionated by semi-preparative high-performance liquid chromatography into the retained medium-polarity fraction and unretained polar fraction, which were further analyzed by offline two-dimensional liquid chromatography (2D-LC) and hydrophilic interaction chromatography, respectively. Data-independent high-definition MS
E of the Vion™ ion mobility time-of-flight mass spectrometer was utilized enabling the high-coverage acquisition of collision-induced dissociation-MS2 data. The offline 2D-LC, configuring the XBridge Amide and HSS T3 columns, gave high orthogonality (0.81) and effective peak capacity (1555). Automatic peak annotation facilitated by the UNIFI™ bioinformatics platform and comparison with 62 reference compounds achieved the efficient and more reliable structural elucidation. We could characterize 255 compounds from P. vulgaris, with numerous phenylpropanoid phenolic acids and triterpenoid O-glycosides newly reported. Especially, collision cross section (CCS) prediction and targeted isolation of three compounds assisted in the identification of 39 groups of isomers. Additionally, 17 hydrophilic compounds, involving oligosaccharides and organic acids, were characterized from the unretained polar fraction. Conclusively, the in-depth metabolites identification of P. vulgaris was accomplished, and the results can benefit the development and better quality control of this valuable plant., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
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28. Investigating Active Site Binding of Ligands to High and Low Activity Carbonic Anhydrase Enzymes Using Native Mass Spectrometry.
- Author
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Yu Y, Sternicki LM, Hilko DH, Jarrott RJ, Di Trapani G, Tonissen KF, and Poulsen SA
- Subjects
- Ligands, Humans, Carbonic Anhydrases metabolism, Carbonic Anhydrases chemistry, Carbonic Anhydrase II metabolism, Carbonic Anhydrase II chemistry, Carbonic Anhydrase Inhibitors chemistry, Carbonic Anhydrase Inhibitors metabolism, Carbonic Anhydrase Inhibitors pharmacology, Protein Binding, Binding Sites, Mass Spectrometry methods, Catalytic Domain
- Abstract
Carbonic anhydrases (CAs) are a family of enzymes that play an important pH regulatory role in health and disease. While different CA isozymes have a high degree of structural similarity, they have variable enzymatic activity, with CA III being the least active and having less than 1% of the activity of CA II, the most active. Furthermore, ligand binding studies for CA III are limited, and a resulting lack of chemical probes impedes understanding of this CA isozyme in comparison to other CA family members where studies are abundant. Therefore, we employed native mass spectrometry (nMS), also known as intact mass spectrometry, to assess ligand binding to CA II and CA III and discovered two novel compounds that for the first time display strong binding to CA III. We present a new data visualization and quantification tool developed to display native mass spectra as an intuitive stacked heat map representation for rapidly interpreting the results of ligand-protein binding from nMS screening.
- Published
- 2024
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29. Modelling protein complexes with crosslinking mass spectrometry and deep learning.
- Author
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Stahl K, Warneke R, Demann L, Bremenkamp R, Hormes B, Brock O, Stülke J, and Rappsilber J
- Subjects
- Models, Molecular, Cross-Linking Reagents chemistry, Iron metabolism, Iron chemistry, Protein Conformation, Bacillus subtilis metabolism, Mass Spectrometry methods, Deep Learning, Bacterial Proteins metabolism, Bacterial Proteins chemistry
- Abstract
Scarcity of structural and evolutionary information on protein complexes poses a challenge to deep learning-based structure modelling. We integrate experimental distance restraints obtained by crosslinking mass spectrometry (MS) into AlphaFold-Multimer, by extending AlphaLink to protein complexes. Integrating crosslinking MS data substantially improves modelling performance on challenging targets, by helping to identify interfaces, focusing sampling, and improving model selection. This extends to single crosslinks from whole-cell crosslinking MS, opening the possibility of whole-cell structural investigations driven by experimental data. We demonstrate this by revealing the molecular basis of iron homoeostasis in Bacillus subtilis., (© 2024. The Author(s).)
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- 2024
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30. Mass spectrometry imaging in plants, microbes, and food: a review.
- Author
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Vats M, Cillero-Pastor B, Cuypers E, and Heeren RMA
- Subjects
- Food Analysis methods, Molecular Imaging methods, Plants chemistry, Plants metabolism, Mass Spectrometry methods
- Abstract
Plant health, which affects the nutritional quality and safety of derivative food products, is influenced by symbiotic interactions with microorganisms. These interactions influence the local molecular profile at the tissue level. Therefore, studying the distribution of molecules within plants, microbes, and plant-based food is crucial to assess plant health, ensure the safety and quality of the agricultural products that become part of our food supply, and plan agricultural management practices. Within this framework, the molecular distribution within plant-based samples can be visualized with mass spectrometry imaging (MSI). This review describes key MSI methodologies, highlighting the role they play in unraveling the localization of metabolites, lipids, proteins, pigments, and elemental components across plants, microbes, and food products. Furthermore, investigations that involve multimodal molecular imaging approaches combining MSI with other imaging techniques are described. The advantages and limitations of the different MSI techniques that influence their applicability in diverse agro-food studies are described to enable informed choices for tailored analyses. For example, some MSI technologies involve meticulous sample preparation while others compromise spatial resolution to gain throughput. Key parameters such as sensitivity, ionization bias and fragmentation, reference database and compound class specificity are described and discussed in this review. With the ongoing refinements in instrumentation, data analysis, and integration of complementary techniques, MSI deepens our insight into the molecular biology of the agricultural ecosystem. This in turn empowers the quest for sustainable and productive agricultural practices.
- Published
- 2024
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31. Pregnancy-related changes in the canine serum N-glycosylation pattern studied by Rapifluor HILIC-UPLC-FLR-MS.
- Author
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Ramström M, Lavén M, Amini A, and Holst BS
- Subjects
- Animals, Dogs, Female, Glycosylation, Pregnancy, Chromatography, High Pressure Liquid methods, Pregnancy, Animal blood, Mass Spectrometry methods, Pilot Projects, Polysaccharides blood, Polysaccharides metabolism
- Abstract
Canine reproduction differs from that of many other domestic animals, and increased knowledge on biochemical changes during canine pregnancy is important for investigations of infertility or subfertility. The total glycosylation pattern, i.e., the glycome, of body fluids reflects cellular status in health and disease. The aim of the present pilot study was to investigate pregnancy-related changes of the serum N-glycome in bitches. A method based on Rapifluor HILIC-UPLC-FLR-MS was optimized and applied for analysis and quantification of N-glycans in canine serum. Serum samples from six pregnant and five non-pregnant bitches, collected at four well-defined time points, were included. The levels of sialylated and galactosylated complex glycans were significantly elevated in serum from pregnant bitches, consistent with previous reports on human pregnancy. The levels of fucosylated and agalactosylated glycans decreased significantly in pregnant dogs. In non-pregnant dogs, the glycosylation pattern did not change during the cycle. Pregnancy is an inflammatory state, but our findings during canine pregnancy are quite the opposite to changes that have previously been described for dogs with a known parasitic infection. Evaluation of the canine glycome may thus be valuable in studies of canine pregnancy, possibly differing inflammatory changes related to pregnancy to those caused by an infection., (© 2024. The Author(s).)
- Published
- 2024
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32. Characterization of the Antibody Response to SARS-CoV-2 Infection in COVID-19 Transplant versus Nontransplant Recipients by Ig-MS.
- Author
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Des Soye BJ, Melani RD, Hollas MAR, Duan J, Patrie SM, Fisher TD, Mattamana BB, Daud A, Pinelli DF, Ladner DP, Kelleher NL, and Forte E
- Subjects
- Humans, Immunocompromised Host, Middle Aged, Male, Female, Polysaccharides immunology, Antibody Formation, Adult, Aged, COVID-19 immunology, COVID-19 virology, COVID-19 diagnosis, SARS-CoV-2 immunology, Antibodies, Viral blood, Transplant Recipients, Mass Spectrometry methods
- Abstract
Solid organ transplant recipients with immunosuppressant regimens to prevent rejection are less able to mount effective immune responses to pathogenic infection. Here, we apply a recently reported mass spectrometry-based serological approach known as Ig-MS to characterize immune responses against infection with SARS-CoV-2 in cohorts of transplant recipients and immunocompetent controls, both at a single early time point following COVID-19 diagnosis as well as over the course of one-month postdiagnosis. We found that the antibody repertoires generated by transplant recipients against SARS-CoV-2 do not differ significantly compared to immunocompetent individuals with regard to repertoire titer, clonality, or glycan composition. Importantly, our study is the first to characterize the evolution of antibody glycan profiles in transplant recipients with COVID-19 disease, presenting evidence that the evolution of glycan composition in these immunocompromised individuals is similar to that in immunocompetent people.
- Published
- 2024
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33. Defining the Soluble and Extracellular Vesicle Protein Compartments of Plasma Using In-Depth Mass Spectrometry-Based Proteomics.
- Author
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Sharma N, Angori S, Sandberg A, Mermelekas G, Lehtiö J, Wiklander OPB, Görgens A, Andaloussi SE, Eriksson H, and Pernemalm M
- Subjects
- Humans, Chromatography, Gel, Biomarkers, Tumor blood, Adenocarcinoma of Lung blood, Adenocarcinoma of Lung pathology, Blood Proteins analysis, Extracellular Vesicles metabolism, Extracellular Vesicles chemistry, Proteomics methods, Melanoma blood, Proteome analysis, Mass Spectrometry methods, Lung Neoplasms blood
- Abstract
Plasma-derived extracellular vesicles (pEVs) are a potential source of diseased biomarker proteins. However, characterizing the pEV proteome is challenging due to its relatively low abundance and difficulties in enrichment. This study presents a streamlined workflow to identify EV proteins from cancer patient plasma using minimal sample input. Starting with 400 μL of plasma, we generated a comprehensive pEV proteome using size exclusion chromatography (SEC) combined with HiRIEF prefractionation-based mass spectrometry (MS). First, we compared the performance of HiRIEF and long gradient MS workflows using control pEVs, quantifying 2076 proteins with HiRIEF. In a proof-of-concept study, we applied SEC-HiRIEF-MS to a small cohort (12) of metastatic lung adenocarcinoma (LUAD) and malignant melanoma (MM) patients. We also analyzed plasma samples from the same patients to study the relationship between plasma and pEV proteomes. We identified and quantified 1583 proteins in cancer pEVs and 1468 proteins in plasma across all samples. While there was substantial overlap, the pEV proteome included several unique EV markers and cancer-related proteins. Differential analysis revealed 30 DEPs in LUAD vs the MM group, highlighting the potential of pEVs as biomarkers. This work demonstrates the utility of a prefractionation-based MS for comprehensive pEV proteomics and EV biomarker discovery. Data are available via ProteomeXchange with the identifiers PXD039338 and PXD038528.
- Published
- 2024
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34. Deciphering the HLA-E immunopeptidome with mass spectrometry: an opportunity for universal mRNA vaccines and T-cell-directed immunotherapies.
- Author
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Weitzen M, Shahbazy M, Kapoor S, and Caron E
- Subjects
- Humans, mRNA Vaccines, Neoplasms therapy, Neoplasms immunology, Peptides immunology, Animals, CD8-Positive T-Lymphocytes immunology, Antigen Presentation immunology, Histocompatibility Antigens Class I immunology, Histocompatibility Antigens Class I metabolism, Mass Spectrometry methods, Immunotherapy methods, HLA-E Antigens
- Abstract
Advances in immunotherapy rely on targeting novel cell surface antigens, including therapeutically relevant peptide fragments presented by HLA molecules, collectively known as the actionable immunopeptidome. Although the immunopeptidome of classical HLA molecules is extensively studied, exploration of the peptide repertoire presented by non-classical HLA-E remains limited. Growing evidence suggests that HLA-E molecules present pathogen-derived and tumor-associated peptides to CD8
+ T cells, positioning them as promising targets for universal immunotherapies due to their minimal polymorphism. This mini-review highlights recent developments in mass spectrometry (MS) technologies for profiling the HLA-E immunopeptidome in various diseases. We discuss the unique features of HLA-E, its expression patterns, stability, and the potential for identifying new therapeutic targets. Understanding the broad repertoire of actionable peptides presented by HLA-E can lead to innovative treatments for viral and pathogen infections and cancer, leveraging its monomorphic nature for broad therapeutic efficacy., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Weitzen, Shahbazy, Kapoor and Caron.)- Published
- 2024
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35. Quantitative mapping of proteasome interactomes and substrates using ProteasomeID.
- Author
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Bartolome A, Heiby JC, Di Fraia D, Heinze I, Knaudt H, Spaeth E, Omrani O, Minetti A, Hofmann M, Kirkpatrick JM, Dau T, and Ori A
- Subjects
- Animals, Mice, Humans, Mass Spectrometry methods, Protein Interaction Mapping, Proteasome Endopeptidase Complex metabolism
- Abstract
Proteasomes are essential molecular machines responsible for the degradation of proteins in eukaryotic cells. Altered proteasome activity has been linked to neurodegeneration, auto-immune disorders and cancer. Despite the relevance for human disease and drug development, no method currently exists to monitor proteasome composition and interactions in vivo in animal models. To fill this gap, we developed a strategy based on tagging of proteasomes with promiscuous biotin ligases and generated a new mouse model enabling the quantification of proteasome interactions by mass spectrometry. We show that biotin ligases can be incorporated in fully assembled proteasomes without negative impact on their activity. We demonstrate the utility of our method by identifying novel proteasome-interacting proteins, charting interactomes across mouse organs, and showing that proximity-labeling enables the identification of both endogenous and small-molecule-induced proteasome substrates., Competing Interests: AB, JH, JK, TD, AO inventors of the patent application WO 2024/013381A1, DD, IH, HK, ES, OO, AM, MH No competing interests declared, (© 2024, Bartolome et al.)
- Published
- 2024
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36. Rapid Authentication of Medicinal Plants: Exploring the Applicability of Mass Spectrometry Imaging for Species Discrimination.
- Author
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Huang L, Nie L, Wang X, Wu Y, Dong J, Kang S, Wei F, and Ma S
- Subjects
- Tandem Mass Spectrometry methods, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization methods, Species Specificity, Reproducibility of Results, Mass Spectrometry methods, Algorithms, Plants, Medicinal chemistry, Plants, Medicinal classification, Scutellaria baicalensis chemistry
- Abstract
In the past few years, mass spectrometry imaging (MSI) has brought many new inspirations to plant research. However, current MSI experiments usually include only a single batch of samples, casting doubts on the reproducibility of phytochemical distribution across different batches. Consequently, MSI has seldom been applied to conduct species discrimination. In this experiment, MSI was employed to discriminate between two taxonomically similar plants, Scutellaria baicalensis Georgi and Scutellaria rehderiana Diels. A new concept termed a "spatial marker" was proposed in this article, which referred to the phytochemical marker that presented both intraspecies similarity and interspecies dissimilarity. Multiple batches of S. baicalensis and S. rehderiana were analyzed using MSI, proving that the authentication protocol using spatial markers was reliable and reproducible. The observed spatial markers were further identified using on-tissue tandem mass spectrometry and liquid chromatography coupled with mass spectrometry. Additionally, the spectral data collected from MSI were utilized to set up algorithm models for species discrimination. External validation confirmed that the established random forest model was extrapolated well to unknown samples. Overall, this investigation successfully explored the analytical applicability of MSI, facilitating rapid authentication of medicinal plants.
- Published
- 2024
- Full Text
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37. Single-Cell Analysis of Elemental Contents by Laser Ablation-Inductively Coupled Plasma Mass Spectrometry.
- Author
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Tanaka YK and Ogra Y
- Subjects
- Animals, Rats, PC12 Cells, Laser Therapy methods, Neurons chemistry, Neurons cytology, Minerals analysis, Minerals chemistry, Single-Cell Analysis methods, Mass Spectrometry methods, Cell Differentiation
- Abstract
Elemental analysis at the single-cell level is an emerging technique in the field of inductively coupled plasma mass spectrometry (ICP-MS). In comparison to the analysis of cell suspensions by fast time-resolved analysis, single-cell sampling by laser ablation (LA) allows the discriminatory analysis of single cells according to their size and morphology. In this study, we evaluated the changes in elemental contents in a single cell through differentiation of rat adrenal pheochromocytoma into neuron-like cells by LA-ICP-MS. The contents of seven essential minerals were increased about 2-3 times after the differentiation. In addition, we evaluated the degree of differentiation at the single-cell level by means of imaging cytometry after immunofluorescence staining of microtubule-associated protein 2 (Map2), a neuron-specific protein. The fluorescence intensities of Alexa Fluor 488-conjugated secondary antibody against the anti-Map2 primary antibody showed large variations among the cells after the onset of differentiation. Although the average fluorescence intensity was increased through the differentiation, there were still less-matured neuron-like cells that exhibited a lower fluorescence intensity after 5 days of differentiation. Since a positive correlation between the fluorescence intensity and the cell size in area was found, we separately measured the elemental contents in the less-matured smaller cells and well-matured larger cells by LA-ICP-MS. The larger cells had higher elemental contents than the smaller cells, indicating that the essential minerals are highly required at a later stage of differentiation.
- Published
- 2024
- Full Text
- View/download PDF
38. Identification Analysis of Angelicae sinensis radix and Angelicae pubescentis radix Based on Quantized "Digital Identity" and UHPLC-QTOF-MS E Analysis.
- Author
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Wang XR, Zhang JT, He F, Fu R, Jing WG, Guo X, Li M, Cheng XL, and Wei F
- Subjects
- Chromatography, High Pressure Liquid methods, Mass Spectrometry methods, Quality Control, Plant Roots chemistry, Angelica chemistry, Drugs, Chinese Herbal chemistry, Drugs, Chinese Herbal analysis, Angelica sinensis chemistry
- Abstract
Angelicae sinensis radix (ASR) and Angelicae pubescentis radix (APR), as traditional herbal medicines, are often confused and doped in the material market. However, the traditional identification method is to characterize the whole herb with a single or a few components, which do not have representation and cannot realize the effective utilization of unknown components. Consequently, the result is not convincing. In addition, the whole process is time-consuming and labor-intensive. To avoid the confusion and adulteration of ASR and APR as well as to strengthen quality control and improve identification efficiency, in this study, a UHPLC-QTOF-MS
E method was used to analyze ASR and APR. Based on digital representation, the shared data with high ionic strength were extracted from different batches of the same herbal medicine as their "digital identity". Further, the above "digital identity" was used as the benchmark for matching and identifying unknown samples to feedback on matching credibility (MC). The results showed that based on the "digital identities" of ASR and APR, the digital identification of two herbal samples can be realized efficiently and accurately at the individual level. And the matching credibility (MC) was higher than 94.00%, even if only 1% of APR or ASR in the mixed samples can still be identified efficiently and accurately. The study is of great practical significance for improving the efficiency of the identification of ASR and APR, cracking down on adulterated and counterfeit drugs, and strengthening the quality control of ASR and APR. In addition, it has important reference significance for developing nontargeted digital identification of herbal medicines at the individual level based on UHPLC-QTOF-MSE and "digital identity", which is beneficial to the construction of digital Chinese medicine and digital quality control.- Published
- 2024
- Full Text
- View/download PDF
39. Unraveling DNA Triplex Assembly: Mass Spectrometric Investigation of Modified Triplex Forming Oligonucleotides for Enhanced Gene Targeting.
- Author
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Chandrasegaran S, Klose JW, and Pukala TL
- Subjects
- Gene Targeting methods, Pseudomonas aeruginosa genetics, Mass Spectrometry methods, Nucleic Acid Conformation, DNA, Bacterial chemistry, DNA, Bacterial genetics, Base Sequence, DNA chemistry, DNA genetics, Oligonucleotides chemistry
- Abstract
Deoxyribonucleic acid triplexes have potential roles in a range of biological processes involving gene and transcriptional regulation. A major challenge in exploiting the formation of these higher-order structures to target genes in vivo is their low stability, which is dependent on many factors including the length and composition of bases in the sequence. Here, different DNA base modifications have been explored, primarily using native mass spectrometry, in efforts to enable stronger binding between the triplex forming oligonucleotide (TFO) and duplex target sites. These modifications can also be used to overcome pyrimidine interruptions in the duplex sequence in promoter regions of genomes, to expand triplex target sequences for antigene therapies. Using model sequences with a single pyrimidine interruption, triplex forming oligonucleotides containing locked nucleic acid base modifications were shown to have a higher triplex binding propensity than DNA-only and dSpacer-containing TFOs. However, the triplex forming ability of these systems was limited by the competitive formation of multiple higher order assemblies. Triplex forming sequences that correspond to specific gene targets from the Pseudomonas aeruginosa genome were also investigated, with LNA-containing TFOs the only variant able to form triplex using these sequences. This work indicates the advantages of utilizing synthetically modified TFOs to form triplex assemblies in vivo for potential therapeutic applications and highlights the advantages of native mass spectrometry for the study of their formation.
- Published
- 2024
- Full Text
- View/download PDF
40. Overcoming Challenges in Oligonucleotide Therapeutics Analysis: A Novel Nonion Pair Approach.
- Author
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Hayashi Y and Sun Y
- Subjects
- Humans, Limit of Detection, Chromatography, Liquid methods, Tandem Mass Spectrometry methods, Mass Spectrometry methods, Chromatography, Reverse-Phase methods, Oligonucleotides analysis, Oligonucleotides chemistry
- Abstract
Oligonucleotide therapeutics (OT) have emerged as promising drug modality for various intractable diseases. Recently, liquid chromatography-mass spectrometry (LC-MS) has been commonly employed for characterizing and quantifying OT in biological samples. Traditionally, the ion pairing-reverse phase (IP-RP) LC-MS method has been utilized in OT bioanalyses; however, this approach is associated with several limitations, including the memory effect and ion suppression effect of IP reagents. Therefore, this study aimed to develop a new RP-LC-MS method that eliminates the need for IP reagents. Our investigation revealed that ammonium bicarbonate was essential for the successful implementation of this nonIP-RP-LC-MS-based bioanalysis of OT. Moreover, the developed method demonstrated high versatility, accommodating the analysis of various natural or chemically modified oligonucleotides. The sensitivity of the method was further assessed using reconstituted plasma samples (the lower limit of quantification in this experiment was 0.5-1 ng/mL). In summary, the developed nonIP-RP-LC-MS method offers an easy, reliable, and cost-effective approach to the bioanalysis of OT.
- Published
- 2024
- Full Text
- View/download PDF
41. Separation and Characterization of Therapeutic Oligonucleotide Isomer Impurities by Cyclic Ion Mobility Mass Spectrometry.
- Author
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Omuro S, Yamaguchi T, Kawase T, Hirose K, Yoshida T, Inoue T, and Obika S
- Subjects
- Isomerism, Mass Spectrometry methods, Oligonucleotides, Antisense chemistry, Oligonucleotides, Antisense analysis, RNA, Small Interfering chemistry, RNA, Small Interfering analysis, Ion Mobility Spectrometry methods, Drug Contamination, Oligonucleotides chemistry, Oligonucleotides analysis
- Abstract
Therapeutic oligonucleotides such as antisense oligonucleotide (ASO) and small interfering RNA (siRNA) are among the most remarkable modalities in modern medicine. ASOs and siRNA are composed of single- or double-stranded 15-25 mer synthesized oligonucleotides, which can be used to modulate gene expression. Liquid chromatography-mass spectrometry (LC/MS) is a necessary technique for the quality control of therapeutic oligonucleotides; it is used to evaluate the quantities of target oligonucleotides and their impurities. The widely applied oligonucleotide therapeutic quantitation method uses both ultraviolet (UV) absorbance and the MS signal intensity. Peaks separated from the main peak, which contains full-length product, are generally quantitated by UV. However, coeluting impurities, such as n - 1 shortmers, abasic oligonucleotides, and PS → PO (phosphorothiate to phosphodiester) oligonucleotides, are quantitated by MS. These coeluting impurities can also be comprised of various isomers with the same modification, thus increasing the difficulty in their separation and relative quantitation by LC/MS. It is possible that a specific isomer with a certain structural form induces toxicities. Therefore, characterization of each isomer separation is in high demand. In this study, we separated and characterized oligonucleotide isomers by employing a cyclic ion mobility mass spectrometry (cyclic IMS) system, which allows the separation of ions with the same m / z ratio based on their structural differences. Patisiran antisense and sense strands and their n - 1 and abasic isomers were used as sample sequences, and their ratio characterization was achieved by cyclic IMS. In addition, we evaluated the PS → PO conversion isomers of the antisense strand of givosiran, which originally contained four PS modification sites. The PS → PO isomers exhibited specific and distinguishable mobiligram patterns. We believe that cyclic IMS is a promising method for evaluating therapeutic oligonucleotide isomers.
- Published
- 2024
- Full Text
- View/download PDF
42. Machine Learning Strategies to Tackle Data Challenges in Mass Spectrometry-Based Proteomics.
- Author
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Dens C, Adams C, Laukens K, and Bittremieux W
- Subjects
- Humans, Algorithms, Databases, Protein, Machine Learning, Mass Spectrometry methods, Proteomics methods
- Abstract
In computational proteomics, machine learning (ML) has emerged as a vital tool for enhancing data analysis. Despite significant advancements, the diversity of ML model architectures and the complexity of proteomics data present substantial challenges in the effective development and evaluation of these tools. Here, we highlight the necessity for high-quality, comprehensive data sets to train ML models and advocate for the standardization of data to support robust model development. We emphasize the instrumental role of key data sets like ProteomeTools and MassIVE-KB in advancing ML applications in proteomics and discuss the implications of data set size on model performance, highlighting that larger data sets typically yield more accurate models. To address data scarcity, we explore algorithmic strategies such as self-supervised pretraining and multitask learning. Ultimately, we hope that this discussion can serve as a call to action for the proteomics community to collaborate on data standardization and collection efforts, which are crucial for the sustainable advancement and refinement of ML methodologies in the field.
- Published
- 2024
- Full Text
- View/download PDF
43. Effect of Terminal Phosphate Groups on Collisional Dissociation of RNA Oligonucleotide Anions.
- Author
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Zuo MQ, Song G, Zhang JS, Dong MQ, and Sun RX
- Subjects
- Oligonucleotides chemistry, Oligonucleotides analysis, Mass Spectrometry methods, Tandem Mass Spectrometry methods, Anions chemistry, Phosphates chemistry, RNA chemistry, RNA analysis
- Abstract
The increasing need for mass spectrometric analysis of RNA molecules calls for a better understanding of their gas-phase fragmentation behaviors. In this study, we investigate the effect of terminal phosphate groups on the fragmentation spectra of RNA oligonucleotides (oligos) using high-resolution mass spectrometry (MS). Negative-ion mode collision-induced dissociation (CID) and higher-energy collisional dissociation (HCD) were carried out on RNA oligos containing a terminal phosphate group on either end, both ends, or neither end. We find that terminal phosphate groups affect the fragmentation behavior of RNA oligos in a way that is dependent on the precursor charge state and the oligo length. Specifically, for precursor ions of RNA oligos of the same sequence, those with 5'- or 3'-phosphate, or both, have a higher charge state distribution and lose the phosphate group(s) in the form of a neutral (H
3 PO4 or HPO3 ) or an anion ([H2 PO4 ]- or [PO3 ]- ) upon CID or HCD. Such a neutral or charged loss is most conspicuous for precursor ions of an intermediate charge state, e.g., 3- for 4-nt oligos or 4- and 5- for 8-nt oligos. This decreases the intensity of sequencing ions ( a- , a-B , b- , c- , d- , w- , x- , y- , z- ions) and hence is unfavorable for sequencing by CID or HCD. Removal of terminal phosphate groups by calf intestinal alkaline phosphatase improved MS analysis of RNA oligos. Additionally, the intensity of a fragment ion at m / z 158.925, which we identified as a dehydrated pyrophosphate anion ([HP2 O6 ]- ), is markedly increased by the presence of a terminal phosphate group. These findings expand the knowledge base necessary for software development for MS analysis of RNA.- Published
- 2024
- Full Text
- View/download PDF
44. The Role of Mass Spectrometry in Protecting Public Health and the Environment from Synthetic Chemicals.
- Author
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Clarke BO
- Subjects
- Humans, Public Health, Environmental Pollutants analysis, Environmental Pollutants chemistry, Pesticides analysis, Pesticides chemistry, Flame Retardants analysis, Persistent Organic Pollutants chemistry, Environmental Monitoring methods, Fluorocarbons analysis, Fluorocarbons chemistry, Mass Spectrometry methods
- Abstract
Mass spectrometry (MS) has dramatically transformed environmental protection by facilitating the precise quantification and identification of pollutants. This review charts the evolution of environmental chemistry, intertwining it with advancements in analytical chemistry and MS technologies. It specifically focuses on the role of MS in studying persistent organic pollutants like organochlorine pesticides, polychlorinated biphenyls (PCBs), brominated fire retardants (BFRs), and perfluoroalkyl and polyfluoroalkyl substances (PFAS), marking significant milestones and their implications. Notably, the adoption of gas chromatography with MS in the 1970s and liquid chromatography with MS in the late 1990s profoundly expanded scientists' ability to detect complex pollutant mixtures. Over the past 50 years, the proliferation of potential pollutants has surged, necessitating more sophisticated analysis techniques, such as high-resolution mass spectrometry-nontargeted analysis (HRMS-NTA) and suspect screening. While HRMS promises to enhance the characterization of new environmental pollutants, a significant shift in chemical management strategies remains imperative. Despite technological advances, MS alone is insufficient to mitigate the risks from the continuous emergence of novel chemicals, with many potentially already present in the environment and bioaccumulating in humans.
- Published
- 2024
- Full Text
- View/download PDF
45. Time-Resolved Ion Mobility-Mass Spectrometry Reveals Structural Transitions in the Disassembly of Modular Polyketide Syntheses.
- Author
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Zhao C, Slocum ST, Sherman DH, and Ruotolo BT
- Subjects
- Mass Spectrometry methods, Protein Multimerization, Models, Molecular, Protein Conformation, Ion Mobility Spectrometry methods, Polyketide Synthases chemistry, Polyketide Synthases metabolism, Polyketides chemistry, Polyketides metabolism
- Abstract
The type 1 polyketide synthase (PKS) assembly line uses its modular structure to produce polyketide natural products that form the basis of many pharmaceuticals. Currently, several cryoelectron microscopy (cryo-EM) structures of a multidomain PKS module have been constructed, but much remains to be learned. Here we utilize ion-mobility mass spectrometry (IM-MS) to record size and shape information and detect different conformational states of a 207 kDa didomain dimer comprised of ketosynthase (KS) and acyl transferase (AT), excised from full-length module. Furthermore, gas-phase stability differences between these different conformations are captured by collision induced unfolding (CIU) technology. Additionally, through tracking these forms as a function of time, we elucidate a detailed disassembly pathway for KS-AT dimers for the first time.
- Published
- 2024
- Full Text
- View/download PDF
46. Evaluation of a Rapid Drug Test Device for Urine Fentanyl Compared to Mass Spectrometry and 2 Urine Fentanyl Assays.
- Author
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Laryea ET and Nichols JH
- Subjects
- Humans, Immunoassay methods, Sensitivity and Specificity, Analgesics, Opioid urine, Reagent Strips, Fentanyl urine, Substance Abuse Detection methods, Substance Abuse Detection instrumentation, Mass Spectrometry methods
- Abstract
Background: A new Rapid Drug Test Device (RDTD) is available for analysis of urine fentanyl. With the rise in fentanyl abuse in the United States, we evaluated the analytical performance of the RDTD test strip compared to mass spectrometry and 2 urine fentanyl immunoassays., Methods: Leftover, deidentified urine samples collected from inpatients and outpatients from our psychiatric hospital and other clinics were frozen at <-70°C, thawed at room temperature, and centrifuged. Aliquots were tested with the RDTD (CLIA Waived, Inc.) test strips and 2 urine fentanyl immunoassays: the ARK Fentanyl II assay (ARK Diagnostics Inc.) and the Immunalysis SEFRIA Fentanyl assay (Immunalysis Corporation). Both assays were conducted on the Abbott Alinity c chemistry analyzer (Abbott Laboratories). Mass spectrometry analysis was performed at ARUP Laboratories. All assays had a 1 ng/mL positive cutoff., Results: A total of 142 urine samples included 70 positive and 72 negative samples. The RDTD strips had lower sensitivity (84.3%) and efficiency (85.9%) and showed a specificity of 87.5% compared to the other assays. The ARK Fentanyl II assay showed identical sensitivity (95.7%) to the Immunalysis SEFRIA Fentanyl assay but had higher specificity (94.4% vs 81.9%) and overall efficiency (95.1% vs 88.7%)., Conclusions: Differences were noted in the number of false negatives and positives among the assays. The RDTD demonstrated acceptable performance in detecting urine fentanyl in our patient population and would provide faster test results at point-of-care testing sites in our healthcare enterprise., (© Association for Diagnostics & Laboratory Medicine 2024.)
- Published
- 2024
- Full Text
- View/download PDF
47. Unveiling the total catechin profile in tea leaves: a novel one-step extraction method empowered by UPLC-IDX-Orbitrap mass spectrometry.
- Author
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Almahasheer H
- Subjects
- Chromatography, High Pressure Liquid methods, Reproducibility of Results, Plant Extracts chemistry, Plant Extracts analysis, Catechin analysis, Catechin isolation & purification, Tea chemistry, Mass Spectrometry methods, Plant Leaves chemistry
- Abstract
More catechins are found in green tea than in any other type of tea, with its predominant production taking place in Asian nations. Consumption of green tea has been strongly correlated with a reduced risk of many diseases. This study introduces a new, efficient, and reliable method for extracting total catechins using ultra-high-performance liquid chromatography coupled with an ID-X-Orbitrap Mass spectrometer (UHPLC-IDX-Orbitrap-MS). The method was then applied to quantify the catechin content in green tea, yielding results comparable to previously published studies. Among the various sources of green tea analyzed, the lowest average catechin content was observed in Vietnam, Japan (2: Matcha), and Morocco, ranging between 346 and 322 mg/L. Conversely, the highest average catechin content (between 424 and 422 mg/L) was found in Sri Lanka and Japan (1: Sencha). For the remaining green tea extracts, the catechin levels ranged from 367 to 410 mg/L, exhibiting similar values. These findings demonstrate the high reproducibility of the proposed extraction procedure, with a relative standard deviation (RSD) error of less than 15% for the catechin standard. Additionally, the limit of detection for catechins was determined to be 1 ng mL-1. This study serves as a pilot investigation for extracting catechins from various green tea sources. Future research will focus on identifying all active compounds present. Furthermore, it is worth noting that this study aligns with the goals set forth in Saudi Vision 2030, which aims to diversify the country's economy and promote scientific advancements in various fields, including healthcare and agriculture.
- Published
- 2024
- Full Text
- View/download PDF
48. Elucidation of the Reversible Self-Association Interface of a Diabody-Interleukin Fusion Protein Using Hydrogen-Exchange Mass Spectrometry and In Silico Modeling.
- Author
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Eisinger M, Rahn H, Chen Y, Fernandes M, Lin Z, Hentze N, Tavella D, and Moussa EM
- Subjects
- Mass Spectrometry methods, Antibodies, Monoclonal chemistry, Recombinant Fusion Proteins chemistry, Humans, Hydrogen Deuterium Exchange-Mass Spectrometry methods, Models, Molecular, Deuterium Exchange Measurement methods, Interleukins chemistry, Interleukins metabolism, Computer Simulation, Antibodies, Bispecific chemistry
- Abstract
Reversible self-association (RSA) of therapeutic proteins presents major challenges in the development of high-concentration formulations, especially those intended for subcutaneous administration. Understanding self-association mechanisms is therefore critical to the design and selection of candidates with acceptable developability to advance to clinical trials. The combination of experiments and in silico modeling presents a powerful tool to elucidate the interface of self-association. RSA of monoclonal antibodies has been studied extensively under different solution conditions and have been shown to involve interactions for both the antigen-binding fragment and the crystallizable fragment. Novel modalities such as bispecific antibodies, antigen-binding fragments, single-chain-variable fragments, and diabodies constitute a fast-growing class of antibody-based therapeutics that have unique physiochemical properties compared to monoclonal antibodies. In this study, the RSA interface of a diabody-interleukin 22 fusion protein (FP-1) was studied using hydrogen-deuterium exchange coupled with mass spectrometry (HDX-MS) in combination with in silico modeling. Taken together, the results show that a complex solution behavior underlies the self-association of FP-1 and that the interface thereof can be attributed to a specific segment in the variable light chain of the diabody. These findings also demonstrate that the combination of HDX-MS with in silico modeling is a powerful tool to guide the design and candidate selection of novel biotherapeutic modalities.
- Published
- 2024
- Full Text
- View/download PDF
49. xiVIEW: Visualisation of Crosslinking Mass Spectrometry Data.
- Author
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Combe CW, Graham M, Kolbowski L, Fischer L, and Rappsilber J
- Subjects
- Software, Proteins chemistry, Protein Interaction Mapping methods, Databases, Protein, User-Computer Interface, Protein Interaction Maps, Mass Spectrometry methods, Cross-Linking Reagents chemistry
- Abstract
Crosslinking mass spectrometry (MS) has emerged as an important technique for elucidating the in-solution structures of protein complexes and the topology of protein-protein interaction networks. However, the expanding user community lacked an integrated visualisation tool that helped them make use of the crosslinking data for investigating biological mechanisms. We addressed this need by developing xiVIEW, a web-based application designed to streamline crosslinking MS data analysis, which we present here. xiVIEW provides a user-friendly interface for accessing coordinated views of mass spectrometric data, network visualisation, annotations extracted from trusted repositories like UniProtKB, and available 3D structures. In accordance with recent recommendations from the crosslinking MS community, xiVIEW (i) provides a standards compliant parser to improve data integration and (ii) offers accessible visualisation tools. By promoting the adoption of standard file formats and providing a comprehensive visualisation platform, xiVIEW empowers both experimentalists and modellers alike to pursue their respective research interests. We anticipate that xiVIEW will advance crosslinking MS-inspired research, and facilitate broader and more effective investigations into complex biological systems., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
50. Quantifying Intracellular Platinum Accumulation Using Inductively Coupled Mass Spectrometry.
- Author
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Krishnaraj A and Nair SJ
- Subjects
- Humans, Platinum chemistry, Platinum metabolism, Cell Line, Tumor, Chromatin metabolism, Cisplatin metabolism, Cisplatin pharmacology, Mass Spectrometry methods, Antineoplastic Agents pharmacology, Antineoplastic Agents metabolism
- Abstract
The platinum-based anticancer drug cisplatin and its analog carboplatin are the most used chemotherapeutic agents worldwide. It is estimated that approximately half of all cancer patients are treated with platinum drugs at some point during the therapy regimen. Cisplatin covalently binds to purine nucleobases to form DNA adducts. Cisplatin therapy is faced with two key challenges. First, despite the initial response, many patients develop cisplatin resistance. Reduced cellular accumulation of cisplatin is one common cause of therapy resistance. Second, cisplatin treatment causes general cytotoxicity, leading to severe side effects. Monitoring the subcellular concentration of platinum chemotherapeutics will help yield clinical efficacy with the minimum possible dose. Inductively coupled plasma-mass spectrometry (ICP-MS) is an analytical technique to quantify the elemental composition of various types of liquified bulk samples with high sensitivity. This article describes quantifying cisplatin accumulation in chromatin and total cell lysate using ICP-MS. The method involves treating cells with cisplatin, isolating RNA-free DNA, digesting samples, ICP-MS instrumentation, and data analysis. Although we describe these steps in one cancer cell line, the protocol can be adapted to any cell line or tissue. The protocol should be a valuable resource for investigators interested in accurate measurement of subcellular concentration of platinum and other metallo-drugs. © 2024 Wiley Periodicals LLC. Basic Protocol 1: Cell culture conditions for A2780 cells and cisplatin treatment Basic Protocol 2: Isolating cellular fractions and sample quantitation Basic Protocol 3: Sample digestion, ICP-MS data collection, and analysis., (© 2024 Wiley Periodicals LLC.)
- Published
- 2024
- Full Text
- View/download PDF
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