1
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Harper CC, Jordan JS, Papanu S, Williams ER. Characterization of Mass, Diameter, Density, and Surface Properties of Colloidal Nanoparticles Enabled by Charge Detection Mass Spectrometry. ACS NANO 2024; 18:17806-17814. [PMID: 38913932 DOI: 10.1021/acsnano.4c03503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
A variety of scattering-based, microscopy-based, and mobility-based methods are frequently used to probe the size distributions of colloidal nanoparticles with transmission electron microscopy (TEM) often considered to be the "gold standard". Charge detection mass spectrometry (CDMS) is an alternative method for nanoparticle characterization that can rapidly measure the mass and charge of individual nanoparticle ions with high accuracy. Two low polydispersity, ∼100 nm diameter nanoparticle size standards with different compositions (polymethyl methacrylate/polystyrene copolymer and 100% polystyrene) were characterized using both TEM and CDMS to explore the merits and complementary aspects of both methods. Mass and diameter distributions are rapidly obtained from CDMS measurements of thousands of individual ions of known spherical shape, requiring less time than TEM sample preparation and image analysis. TEM image-to-image variations resulted in a ∼1-2 nm range in the determined mean diameters whereas the CDMS mass precision of ∼1% in these experiments leads to a diameter uncertainty of just 0.3 nm. For the 100% polystyrene nanoparticles with known density, the CDMS and TEM particle diameter distributions were in excellent agreement. For the copolymer nanoparticles with unknown density, the diameter from TEM measurements combined with the mass from CDMS measurements enabled an accurate measurement of nanoparticle density. Differing extents of charging for the two nanoparticle standards measured by CDMS show that charging is sensitive to nanoparticle surface properties. A mixture of the two samples was separated based on their different extents of charging despite having overlapping mass distributions centered at 341.5 and 331.0 MDa.
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Affiliation(s)
- Conner C Harper
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Jacob S Jordan
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Steven Papanu
- Colloidal Metrics Corporation, 2520 Wyandotte Street Suite F, Mountain View, California 94083-2381, United States
| | - Evan R Williams
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
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2
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Meldrum KL, Swansiger AK, Daniels MM, Hale WA, Kirmiz Cody C, Qiu X, Knierman M, Sausen J, Prell JS. Gábor Transform-Based Signal Isolation, Rapid Deconvolution, and Quantitation of Intact Protein Ions with Mass Spectrometry. Anal Chem 2024; 96:9512-9523. [PMID: 38788216 DOI: 10.1021/acs.analchem.4c00978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
High-resolution mass spectrometry (HRMS) is a powerful technique for the characterization and quantitation of complex biological mixtures, with several applications including clinical monitoring and tissue imaging. However, these medical and pharmaceutical applications are pushing the analytical limits of modern HRMS techniques, requiring either further development in instrumentation or data processing methods. Here, we demonstrate new developments in the interactive Fourier-transform analysis for mass spectrometry (iFAMS) software including the first application of Gábor transform (GT) to protein quantitation. Newly added automation tools detect signals from minimal user input and apply thresholds for signal selection, deconvolution, and baseline correction to improve the objectivity and reproducibility of deconvolution. Additional tools were added to improve the deconvolution of highly complex or congested mass spectra and are demonstrated here for the first time. The "Gábor Slicer" enables the user to explore trends in the Gábor spectrogram with instantaneous ion mass estimates accurate to 10 Da. The charge adjuster allows for easy visual confirmation of accurate charge state assignments and quick adjustment if necessary. Deconvolution refinement utilizes a second GT of isotopically resolved data to remove common deconvolution artifacts. To assess the quality of deconvolution from iFAMS, several comparisons are made to deconvolutions using other algorithms such as UniDec and an implementation of MaxEnt in Agilent MassHunter BioConfirm. Lastly, the newly added batch processing and quantitation capabilities of iFAMS are demonstrated and compared to a common extracted ion chromatogram approach.
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Affiliation(s)
- Kayd L Meldrum
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, Oregon 97403-1253, United States
| | - Andrew K Swansiger
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, Oregon 97403-1253, United States
| | - Meghan M Daniels
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, Oregon 97403-1253, United States
| | - Wendi A Hale
- Agilent Technologies, Inc., 5301 Stevens Creek Blvd., Santa Clara, California 95051, United States
| | - Crystal Kirmiz Cody
- Agilent Technologies, Inc., 5301 Stevens Creek Blvd., Santa Clara, California 95051, United States
| | - Xi Qiu
- Agilent Technologies, Inc., 5301 Stevens Creek Blvd., Santa Clara, California 95051, United States
| | - Michael Knierman
- Agilent Technologies, Inc., 5301 Stevens Creek Blvd., Santa Clara, California 95051, United States
| | - John Sausen
- Agilent Technologies, Inc., 5301 Stevens Creek Blvd., Santa Clara, California 95051, United States
| | - James S Prell
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, Oregon 97403-1253, United States
- Materials Science Institute, University of Oregon, Eugene, Oregon 97403-1252, United States
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3
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Pizzala NJ, Bhanot JS, Carrick IJ, Dziekonski ET, McLuckey SA. Ion parking in native mass spectrometry. Analyst 2024; 149:2966-2977. [PMID: 38600834 PMCID: PMC11089522 DOI: 10.1039/d4an00242c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 04/05/2024] [Indexed: 04/12/2024]
Abstract
A forced, damped harmonic oscillator model for gas-phase ion parking using single-frequency resonance excitation is described and applied to high-mass ions of relevance to native mass spectrometry. Experimental data are provided to illustrate key findings revealed by the modelling. These include: (i) ion secular frequency spacings between adjacent charge states of a given protein are essentially constant and decrease with the mass of the protein (ii) the mechanism for ion parking of high mass ions is the separation of the ion clouds of the oppositely-charged ions with much less influence from an increase in the relative ion velocity due to resonance excitation, (iii) the size of the parked ion cloud ultimately limits ion parking at high m/z ratio, and (iv) the extent of ion parking of off-target ions is highly sensitive to the bath gas pressure in the ion trap. The model is applied to ions of 17 kDa, 467 kDa, and 2 MDa while experimental data are also provided for ions of horse skeletal muscle myoglobin (≈17 kDa) and β-galactosidase (≈467 kDa). The model predicts and data show that it is possible to effect ion parking on a 17 kDa protein to the 1+ charge state under trapping conditions that are readily accessible with commercially available ion traps. It is also possible to park β-galactosidase efficiently to a roughly equivalent m/z ratio (i.e., the 26+ charge state) under the same trapping conditions. However, as charge states decrease, analyte ion cloud sizes become too large to allow for efficient ion trapping. The model allows for a semi-quantitative prediction of ion trapping performance as a function of ion trapping, resonance excitation, and pressure conditions.
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Affiliation(s)
- Nicolas J Pizzala
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-2084, USA.
| | - Jay S Bhanot
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-2084, USA.
| | - Ian J Carrick
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-2084, USA.
| | - Eric T Dziekonski
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-2084, USA.
| | - Scott A McLuckey
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907-2084, USA.
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4
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Liang SY, Cua Estayan MI, Hsieh LW, Pan MC, Li KX, Chang HC, Peng WP. Real-Time Monitoring of the Evaporation and Fission of Electrospray-Ionized Polystyrene Beads and Bacterial Pellets at Elevated Temperatures. Anal Chem 2024; 96:7179-7186. [PMID: 38661266 DOI: 10.1021/acs.analchem.4c00763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
This study uses real-time monitoring, at microsecond time scales, with a charge-sensing particle detector to investigate the evaporation and fission processes of methanol/micrometer-sized polystyrene beads (PS beads) droplets and bacterial particles droplets generated via electrospray ionization (ESI) under elevated temperatures. By incrementally raising capillary temperatures, the solvent, such as methanol on 0.75 μm PS beads, experiences partial evaporation. Further temperature increase induces fission, and methanol molecules continue to evaporate until PS ions are detected after this range. Similar partial evaporation is observed on 3 μm PS beads. However, the shorter period of the fission temperature range is necessary compared to 0.75 μm PS beads. For the spherical-shaped bacterium, Staphylococcus aureus, the desolvation process shows a similar fission period as compared to 0.75 μm PS beads. Comparably, the rod-shaped bacteria, Escherichia coli EC11303, and E. coli strain W have shorter fission periods than S. aureus. This research provides insights into the evaporation and fission mechanisms of ESI droplets containing different sizes and shapes of micrometer-sized particles, contributing to a better understanding of gaseous macroion formation.
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Affiliation(s)
- Shao-Yu Liang
- Department of Physics, National Dong Hwa University, Shoufeng, Hualien, Taiwan 97401
| | - Mhar Ian Cua Estayan
- Department of Physics, National Dong Hwa University, Shoufeng, Hualien, Taiwan 97401
- Department of Mathematics and Physics, University of Santo Tomas, Manila 1008, Philippines
| | - Li-Wei Hsieh
- Department of Physics, National Dong Hwa University, Shoufeng, Hualien, Taiwan 97401
| | - Meng-Cheng Pan
- Department of Physics, National Dong Hwa University, Shoufeng, Hualien, Taiwan 97401
| | - Kai-Xiang Li
- Department of Physics, National Dong Hwa University, Shoufeng, Hualien, Taiwan 97401
| | - Huan-Cheng Chang
- Institute of Atomic and Molecular Sciences, Academia Sinica, Taipei, Taiwan 10617
| | - Wen-Ping Peng
- Department of Physics, National Dong Hwa University, Shoufeng, Hualien, Taiwan 97401
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5
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Hrabovsky D, Argence B, Lesage D, Colomby P, Surugue M, Cole RB. Charge Detection Mass Spectrometry for Megadalton Polymer Characterization and Measurement of Electrospray-Generated Charged Droplet Dynamics with a New "Direct Visualization of the Rayleigh Limit" Approach to Aid in m/ z Calibration. Anal Chem 2024; 96:6986-6994. [PMID: 38652037 DOI: 10.1021/acs.analchem.4c00055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
A charge detector has been constructed and mounted inside the vacuum housing of a commercial mass spectrometer (Micromass-Waters Quattro I, Waters Corp., Manchester, UK). The in-house built single-pass charge detector is composed of a designed, complete electronics system that includes a low-noise charge amplifier. Communication to the data acquisition system was enabled, and analog and digital filters were devised, followed by their tuning and programming. Data treatment scripts for data analysis and plotting were automated, and the assembled system was calibrated and tested. The instrument has an acquisition speed of ∼200 detection events/s, and it permits detection down to ∼510 charges (= three times RMS noise) for a single measured particle. The charge detector was employed to determine the oligomer distribution of a megadalton polymer, polyethylene glycol (PEG). The PEG size distribution exhibits a maximum at ∼ m/z 5910 with the oligomeric population mass distribution peaking near 4.45 MDa. In studies of methanol droplet dynamics, "charge vs time-of-flight" plots enabled clear visualization of the zone near the Rayleigh limit to droplet charging. The highest population of methanol droplets near the Rayleigh limit carried 5000-7000 charges. This corresponds to droplet weights of 10-20 GDa, with the high-end tail extending above 70 GDa. This visualization of the most highly charged droplets (that bear numbers of charges near those defined by the Rayleigh equation) was exploited as a calibration aid for our charge detector, which lacks a means of precisely defining ion energy. A maximum m/z error of -12.3% was calculated for the method, i.e., less than the potential error in assigning the true level of charging of the most highly charged droplets relative to the Rayleigh limit. With these limitations in mind, the introduced method will provide a new means for aiding the calibration of m/z values in charge detectors.
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Affiliation(s)
- David Hrabovsky
- Institut Parisien de Chimie Moléculaire, UMR 8232, Sorbonne Université-Faculté des Sciences et Ingénierie, 4 Place Jussieu, Paris 75252, Cedex 05, France
| | - Bérengère Argence
- Institut Parisien de Chimie Moléculaire, UMR 8232, Sorbonne Université-Faculté des Sciences et Ingénierie, 4 Place Jussieu, Paris 75252, Cedex 05, France
| | - Denis Lesage
- Institut Parisien de Chimie Moléculaire, UMR 8232, Sorbonne Université-Faculté des Sciences et Ingénierie, 4 Place Jussieu, Paris 75252, Cedex 05, France
| | - Philippe Colomby
- Institut Parisien de Chimie Moléculaire, UMR 8232, Sorbonne Université-Faculté des Sciences et Ingénierie, 4 Place Jussieu, Paris 75252, Cedex 05, France
| | - Michel Surugue
- Institut Parisien de Chimie Moléculaire, UMR 8232, Sorbonne Université-Faculté des Sciences et Ingénierie, 4 Place Jussieu, Paris 75252, Cedex 05, France
| | - Richard B Cole
- Institut Parisien de Chimie Moléculaire, UMR 8232, Sorbonne Université-Faculté des Sciences et Ingénierie, 4 Place Jussieu, Paris 75252, Cedex 05, France
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6
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Goodwin MP, Grinfeld D, Yip P, Bowen KP, Kafader JO, Kelleher NL, Senko MW. Improved Signal Processing for Mass Shifting Ions in Charge Detection Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:658-662. [PMID: 38286823 PMCID: PMC10990768 DOI: 10.1021/jasms.3c00435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2024]
Abstract
The quality of data in charge detection mass spectrometry depends on accurate determination of ion charge. While the method of selective temporal overview of resonant ions (STORI) has proven to be highly enabling for determining the charge of ions that survive for variable amounts of time, it assumes that the ion frequency exactly matches the frequency being used in the calculation. Any mismatches result in low charge estimates. To address this, the misSTORI method was developed to correct these discrepancies. This can significantly reduce the charge measurement errors for samples with unstable masses. As an example, the misSTORI approach can eliminate a 5.7% charge determination error for a VP3-only AAV capsid that shifts 25 ppm in mass.
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Affiliation(s)
| | | | - Ping Yip
- Thermo Fisher Scientific, San Jose, California 95134, United States
| | - Kyle P Bowen
- Thermo Fisher Scientific, San Jose, California 95134, United States
| | - Jared O Kafader
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208 United States
| | - Neil L Kelleher
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208 United States
- Departments of Chemistry and Molecular Biosciences, Northwestern University, Evanston, Illinois 60208 United States
| | - Michael W Senko
- Thermo Fisher Scientific, San Jose, California 95134, United States
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7
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Deslignière E, Yin VC, Ebberink EHTM, Rolland AD, Barendregt A, Wörner TP, Nagornov KO, Kozhinov AN, Fort KL, Tsybin YO, Makarov AA, Heck AJR. Ultralong transients enhance sensitivity and resolution in Orbitrap-based single-ion mass spectrometry. Nat Methods 2024; 21:619-622. [PMID: 38443506 DOI: 10.1038/s41592-024-02207-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 02/07/2024] [Indexed: 03/07/2024]
Abstract
Orbitrap-based charge detection mass spectrometry utilizes single-molecule sensitivity to enable mass analysis of even highly heterogeneous, high-mass macromolecular assemblies. For contemporary Orbitrap instruments, the accessible ion detection (recording) times are maximally ~1-2 s. Here by modifying a data acquisition method on an Orbitrap ultrahigh mass range mass spectrometer, we trapped and monitored individual (single) ions for up to 25 s, resulting in a corresponding and huge improvement in signal-to-noise ratio (×5 compared with 1 s), mass resolution (×25) and accuracy in charge and mass determination of Orbitrap-based charge detection mass spectrometry.
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Affiliation(s)
- Evolène Deslignière
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | - Victor C Yin
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands.
| | - Eduard H T M Ebberink
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | - Amber D Rolland
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | - Arjan Barendregt
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | | | | | | | - Kyle L Fort
- Thermo Fisher Scientific (Bremen) GmbH, Bremen, Germany
| | | | - Alexander A Makarov
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
- Thermo Fisher Scientific (Bremen) GmbH, Bremen, Germany
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Centre for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands.
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8
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Jarrold MF. Single-Ion Mass Spectrometry for Heterogeneous and High Molecular Weight Samples. J Am Chem Soc 2024; 146:5749-5758. [PMID: 38394699 DOI: 10.1021/jacs.3c08139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Abstract
In charge detection mass spectrometry (CD-MS) the mass of each individual ion is determined from the measurement of its mass to charge ratio (m/z) and charge. Performing this measurement for thousands of ions allows mass distributions to be measured for heterogeneous and high mass samples that cannot be analyzed by conventional mass spectrometry (MS). CD-MS opens the door to accurate mass measurements for samples into the giga-Dalton regime, vastly expanding the reach of MS and allowing mass distributions to be determined for viruses, gene therapies, and vaccines. Following the success of CD-MS, single-ion mass measurements have recently been performed on an Orbitrap. CD-MS and Orbitrap individual ion mass spectrometry (I2MS) are described. Illustrative examples are provided, and the prospects for higher resolution measurements discussed. In the case of CD-MS, computer simulations indicate that much higher resolving powers are within reach. The ability to perform high-resolution CD-MS analysis of heterogeneous samples will be enabling and disruptive in top-down MS as high-resolution m/z and accurate charge measurements will allow very complex m/z spectra to be unraveled.
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Affiliation(s)
- Martin F Jarrold
- Chemistry Department, Indiana University, 800 East Kirkwood Avenue, Bloomington, Indiana 47401, United States
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9
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Parikh RA, Draper BE, Jarrold MF. Multiple Ion Charge Extraction (MICE) for High-Throughput Charge Detection Mass Spectrometry. Anal Chem 2024. [PMID: 38329825 DOI: 10.1021/acs.analchem.3c05087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
Charge detection mass spectrometry (CD-MS) is a single-particle technique, where the masses of individual ions are determined from simultaneous measurements of their mass-to-charge ratio (m/z) and charge. The ions are trapped in an electrostatic linear ion trap (ELIT) and oscillate back and forth through a conducting cylinder connected to a charge-sensitive amplifier. The oscillating ions generate a periodic signal that is processed with fast Fourier transforms (FFTs) to obtain the oscillation frequency (which is related to m/z) and magnitude (which is proportional to the charge). The simultaneous trapping of two or more ions is a way to increase throughput. However, when multiple ions are trapped, it is possible that some of them have overlapping oscillation frequencies, which can lead to an error in the charge determination. To avoid this error, results from overlapping ions are usually discarded. When measurements are performed with many trapped ions, the most abundant m/z species are discarded at a higher rate, which affects the relative abundances in the mass distribution. Here, we report the development of a post-processing method called multiple ion charge extraction (MICE) that uses a statistical approach to assign charges to ions with overlapping frequencies. MICE recovers single-ion information from high signal measurements and makes the relative abundances more resilient to the signal intensity. This approach corrects for high signal m/z biasing, allowing analysis to be faster and more reliable. Using MICE, CD-MS measurements were made at rates of 120 ions/s with little m/z biasing.
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Affiliation(s)
- Raj A Parikh
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, Indiana 47405, United States
| | - Benjamin E Draper
- Megadalton Solutions Inc., 3750 E Bluebird Ln, Bloomington, Indiana 47401, United States
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, Indiana 47405, United States
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10
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McPartlan MS, Harper CC, Hanozin E, Williams ER. Ion emission from 1-10 MDa salt clusters: individual charge state resolution with charge detection mass spectrometry. Analyst 2024; 149:735-744. [PMID: 38189568 DOI: 10.1039/d3an01913f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Salt cluster ions produced by electrospray ionization are used for mass calibration and fundamental investigations into cluster stability and charge separation processes. However, previous studies have been limited to relatively small clusters owing to the heterogeneity associated with large, multiply-charged clusters that leads to unresolved signals in conventional m/z spectra. Here, charge detection mass spectrometry is used to measure both the mass and charge distributions of positively charged clusters of KCl, CaCl2, and LaCl3 with masses between ∼1 and 10 MDa by dynamically measuring the energy per charge, m/z, charge, and mass of simultaneously trapped individual ions throughout a 1 s trapping time. The extent of remaining hydration on the clusters, determined from the change in the frequency of ion motion with time as a result of residual water loss, follows the order KCl < CaCl2 < LaCl3, and is significantly lower than that of a pure water nanodrop, consistent with tighter water binding to the more highly charged cations in these clusters. The number of ion emission events from these clusters also follows this same trend, indicating that water at the cluster surface facilitates charge loss. A new frequency-based method to determine the magnitude of the charge loss resulting from individual ion emission events clearly resolves losses of +1 and +2 ions. Achieving this individual charge state resolution for ion emission events is an important advance in obtaining information about the late stages of bare gaseous ions formation. Future experiments on more hydrated clusters are expected to lead to a better understanding of ion formation in electrospray ionization.
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Affiliation(s)
- Matthew S McPartlan
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, USA.
| | - Conner C Harper
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, USA.
| | - Emeline Hanozin
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, USA.
| | - Evan R Williams
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, USA.
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11
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Stiving AQ, Foreman DJ, VanAernum ZL, Durr E, Wang S, Vlasak J, Galli J, Kafader JO, Tsukidate T, Li X, Schuessler HA, Richardson DD. Dissecting the Heterogeneous Glycan Profiles of Recombinant Coronavirus Spike Proteins with Individual Ion Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:62-73. [PMID: 38032172 DOI: 10.1021/jasms.3c00309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
Surface-embedded glycoproteins, such as the spike protein trimers of coronaviruses MERS, SARS-CoV, and SARS-CoV-2, play a key role in viral function and are the target antigen for many vaccines. However, their significant glycan heterogeneity poses an analytical challenge. Here, we utilized individual ion mass spectrometry (I2MS), a multiplexed charge detection measurement with similarities to charge detection mass spectrometry (CDMS), in which a commercially available Orbitrap analyzer is used to directly produce mass profiles of these heterogeneous coronavirus spike protein trimers under native-like conditions. Analysis by I2MS shows that glycosylation contributes to the molecular mass of each protein trimer more significantly than expected by bottom-up techniques, highlighting the importance of obtaining complementary intact mass information when characterizing glycosylation of such heterogeneous proteins. Enzymatic dissection to remove sialic acid or N-linked glycans demonstrates that I2MS can be used to better understand the glycan profile from a native viewpoint. Deglycosylation of N-glycans followed by I2MS analysis indicates that the SARS-CoV-2 spike protein trimer contains glycans that are more difficult to remove than its MERS and SARS-CoV counterparts, and these differences are correlated with solvent accessibility. I2MS technology enables characterization of protein mass and intact glycan profile and is orthogonal to traditional mass analysis methods such as size exclusion chromatography-multiangle light scattering (SEC-MALS) and field flow fractionation-multiangle light scattering (FFF-MALS). An added advantage of I2MS is low sample use, requiring 100-fold less than other methodologies. This work highlights how I2MS technology can enable efficient development of vaccines and therapeutics for pharmaceutical development.
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Affiliation(s)
- Alyssa Q Stiving
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - David J Foreman
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Zachary L VanAernum
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Eberhard Durr
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Shiyi Wang
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Josef Vlasak
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Jennifer Galli
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Jared O Kafader
- Departments of Chemistry and Molecular Biosciences, The Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, Illinois 60208, United States
| | - Taku Tsukidate
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Xuanwen Li
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Hillary A Schuessler
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Douglas D Richardson
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, New Jersey 07065, United States
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12
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Kaltashov IA, Ivanov DG, Yang Y. Mass spectrometry-based methods to characterize highly heterogeneous biopharmaceuticals, vaccines, and nonbiological complex drugs at the intact-mass level. MASS SPECTROMETRY REVIEWS 2024; 43:139-165. [PMID: 36582075 PMCID: PMC10307928 DOI: 10.1002/mas.21829] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 06/17/2023]
Abstract
The intact-mass MS measurements are becoming increasingly popular in characterization of a range of biopolymers, especially those of interest to biopharmaceutical industry. However, as the complexity of protein therapeutics and other macromolecular medicines increases, the new challenges arise, one of which is the high levels of structural heterogeneity that are frequently exhibited by such products. The very notion of the molecular mass measurement loses its clear and intuitive meaning when applied to an extremely heterogenous system that cannot be characterized by a unique mass, but instead requires that a mass distribution be considered. Furthermore, convoluted mass distributions frequently give rise to unresolved ionic signal in mass spectra, from which little-to-none meaningful information can be extracted using standard approaches that work well for homogeneous systems. However, a range of technological advances made in the last decade, such as the hyphenation of intact-mass MS measurements with front-end separations, better integration of ion mobility in MS workflows, development of an impressive arsenal of gas-phase ion chemistry tools to supplement MS methods, as well as the revival of the charge detection MS and its triumphant entry into the field of bioanalysis already made impressive contributions towards addressing the structural heterogeneity challenge. An overview of these techniques is accompanied by critical analysis of the strengths and weaknesses of different approaches, and a brief overview of their applications to specific classes of biopharmaceutical products, vaccines, and nonbiological complex drugs.
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Affiliation(s)
- Igor A. Kaltashov
- Department of Chemistry, University of Massachusetts-Amherst, Amherst MA 01003
| | - Daniil G. Ivanov
- Department of Chemistry, University of Massachusetts-Amherst, Amherst MA 01003
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13
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Ryan JP, Kostelic MM, Hsieh CC, Powers J, Aspinwall C, Dodds JN, Schiel JE, Marty MT, Baker ES. Characterizing Adeno-Associated Virus Capsids with Both Denaturing and Intact Analysis Methods. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:2811-2821. [PMID: 38010134 DOI: 10.1021/jasms.3c00321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Adeno-associated virus (AAV) capsids are among the leading gene delivery platforms used to treat a vast array of human diseases and conditions. AAVs exist in a variety of serotypes due to differences in viral protein (VP) sequences with distinct serotypes targeting specific cells and tissues. As the utility of AAVs in gene therapy increases, ensuring their specific composition is imperative for the correct targeting and gene delivery. From a quality control perspective, current analytical tools are limited in their selectivity for viral protein (VP) subunits due to their sequence similarities, instrumental difficulties in assessing the large molecular weights of intact capsids, and the uncertainty in distinguishing empty and filled capsids. To address these challenges, we combined two distinct analytical workflows that assess the intact capsids and VP subunits separately. First, a selective temporal overview of resonant ion (STORI)-based charge detection-mass spectrometry (CD-MS) was applied for characterization of the intact capsids. Liquid chromatography, ion mobility spectrometry, and mass spectrometry (LC-IMS-MS) separations were then used for the capsid denaturing measurements. This multimethod combination was applied to three AAV serotypes (AAV2, AAV6, and AAV8) to evaluate their intact empty and filled capsid ratios and then examine the distinct VP sequences and modifications present.
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Affiliation(s)
- Jack P Ryan
- University of North Carolina, Department of Chemistry, Chapel Hill, North Carolina 27599, United States
| | - Marius M Kostelic
- University of Arizona, Department of Chemistry and Biochemistry, Tucson, Arizona 85721, United States
| | - Chih-Chieh Hsieh
- University of Arizona, Department of Chemistry and Biochemistry, Tucson, Arizona 85721, United States
| | - Joshua Powers
- Institute for Bioscience and Biotechnology Research (NIST), Gaithersburg Maryland 20899, United States
- North Carolina State University, Biomanufacturing Training and Education Center (BTEC), Raleigh, North Carolina 27695, United States
| | - Craig Aspinwall
- University of Arizona, Department of Chemistry and Biochemistry, Tucson, Arizona 85721, United States
| | - James N Dodds
- University of North Carolina, Department of Chemistry, Chapel Hill, North Carolina 27599, United States
| | - John E Schiel
- Institute for Bioscience and Biotechnology Research (NIST), Gaithersburg Maryland 20899, United States
| | - Michael T Marty
- University of Arizona, Department of Chemistry and Biochemistry, Tucson, Arizona 85721, United States
| | - Erin S Baker
- University of North Carolina, Department of Chemistry, Chapel Hill, North Carolina 27599, United States
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14
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Harper CC, Miller ZM, Williams ER. Combined Multiharmonic Frequency Analysis for Improved Dynamic Energy Measurements and Accuracy in Charge Detection Mass Spectrometry. Anal Chem 2023; 95:16659-16667. [PMID: 37917546 DOI: 10.1021/acs.analchem.3c03160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023]
Abstract
The ability to determine ion energies in electrostatic ion-trap-based charge detection mass spectrometry (CDMS) experiments is important for the accurate measurement of individual ion m/z, charge, and mass. Dynamic energy measurements throughout the time an ion is trapped take advantage of the relationship between ion energy and the harmonic amplitude ratio (HAR) composed from the fundamental and second harmonic amplitudes in the Fourier transform of the ion signal. This method eliminates the need for energy-filtering optics in CDMS and makes it possible to measure energy lost in collisions and changes in ion masses due to dissociation. However, the accuracy of the energy measurement depends on the signal-to-noise ratio (S/N) of the amplitudes used to determine the HAR. Here, a major improvement to this HAR-based dynamic energy measurement method is achieved using HARs composed of higher-order harmonics in addition to the fundamental and second harmonic to determine ion energies. This combined harmonic amplitude ratios for precision energy refinement (CHARPER) method is applied to the analysis of a 103 nm polystyrene nanoparticle ion (359.7 MDa, m/z = 308,300) and the energy resolution (3140) and effective mass resolution (730) achieved are the best yet demonstrated in electrostatic ion-trap-based CDMS. The CHARPER method applied to an ensemble of several thousand adeno-associated virus ion signals also results in higher mass resolution compared to the basic HAR method, making it possible to resolve additional features in the composite mass histogram.
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Affiliation(s)
- Conner C Harper
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Zachary M Miller
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Evan R Williams
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
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15
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Lai YH, Wang YS. Advances in high-resolution mass spectrometry techniques for analysis of high mass-to-charge ions. MASS SPECTROMETRY REVIEWS 2023; 42:2426-2445. [PMID: 35686331 DOI: 10.1002/mas.21790] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 01/27/2022] [Accepted: 04/07/2022] [Indexed: 06/15/2023]
Abstract
A major challenge in modern mass spectrometry (MS) is achieving high mass resolving power and accuracy for precision analyses in high mass-to-charge (m/z) regions. To advance the capability of MS for increasingly demanding applications, understanding limitations of state-of-the-art techniques and their status in applied sciences is essential. This review summarizes important instruments in high-resolution mass spectrometry (HRMS) and related advances to extend their working range to high m/z regions. It starts with an overview of HRMS techniques that provide adequate performance for macromolecular analysis, including Fourier-transform, time-of-flight (TOF), quadrupole-TOF, and related data-processing techniques. Methodologies and applications of HRMS for characterizing macromolecules in biochemistry and material sciences are summarized, such as top-down proteomics, native MS, drug discovery, structural virology, and polymer analyses.
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Affiliation(s)
- Yin-Hung Lai
- Genomics Research Center, Academia Sinica, Taipei, Taiwan, R.O.C
- Department of Chemical Engineering, National United University, Miaoli, Taiwan, R.O.C
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei, Taiwan, R.O.C
| | - Yi-Sheng Wang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan, R.O.C
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16
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Strasser L, Füssl F, Morgan TE, Carillo S, Bones J. Exploring Charge-Detection Mass Spectrometry on Chromatographic Time Scales. Anal Chem 2023; 95:15118-15124. [PMID: 37772750 PMCID: PMC10568534 DOI: 10.1021/acs.analchem.3c03325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 08/31/2023] [Indexed: 09/30/2023]
Abstract
Charge-detection mass spectrometry (CDMS) enables direct measurement of the charge of an ion alongside its mass-to-charge ratio. CDMS offers unique capabilities for the analysis of samples where isotopic resolution or the separation of charge states cannot be achieved, i.e., heterogeneous macromolecules or highly complex mixtures. CDMS is usually performed using static nano-electrospray ionization-based direct infusion with acquisition times in the range of several tens of minutes to hours. Whether CDMS analysis is also attainable on shorter time scales, e.g., comparable to chromatographic peak widths, has not yet been extensively investigated. In this contribution, we probed the compatibility of CDMS with online liquid chromatography interfacing. Size exclusion chromatography was coupled to CDMS for separation and mass determination of a mixture of transferrin and β-galactosidase. Molecular masses obtained were compared to results from mass spectrometry based on ion ensembles. A relationship between the number of CDMS spectra acquired and the achievable mass accuracy was established. Both proteins were found to be confidently identified using CDMS spectra obtained from a single chromatographic run when peak widths in the range of 1.4-2.5 min, translating to 140-180 spectra per protein were achieved. After demonstration of the proof of concept, the approach was tested for the characterization of the highly complex glycoprotein α-1-acid glycoprotein and the Fc-fusion protein etanercept. With chromatographic peak widths of approximately 3 min, translating to ∼200 spectra, both proteins were successfully identified, demonstrating applicability for samples of high inherent molecular complexity.
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Affiliation(s)
- Lisa Strasser
- Characterisation
and Comparability Laboratory, NIBRT −
the National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock
Co, Dublin A94 X099, Ireland
| | - Florian Füssl
- Characterisation
and Comparability Laboratory, NIBRT −
the National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock
Co, Dublin A94 X099, Ireland
| | - Tomos E. Morgan
- Characterisation
and Comparability Laboratory, NIBRT −
the National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock
Co, Dublin A94 X099, Ireland
- MRC
Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge Biomedical Campus, Cambridge CB2 0QH, U.K.
| | - Sara Carillo
- Characterisation
and Comparability Laboratory, NIBRT −
the National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock
Co, Dublin A94 X099, Ireland
| | - Jonathan Bones
- Characterisation
and Comparability Laboratory, NIBRT −
the National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock
Co, Dublin A94 X099, Ireland
- School
of Chemical Engineering and Bioprocessing, University College of Dublin, Belfield, Dublin 4, Ireland
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17
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Bogot A, Lioubashevski O, Heber O, Zajfman D, Strasser D. Simultaneous electrostatic trapping of merged cation & anion beams. Phys Chem Chem Phys 2023; 25:25701-25710. [PMID: 37721452 DOI: 10.1039/d3cp03633b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2023]
Abstract
Simultaneous trapping of merged cation and anion beams in the hybrid electrostatic ion beam trap (HEIBT) opens new opportunities for the study of the interactions of isolated atomic molecular or cluster ions with oppositely charged ionic species. Application of the trapped merged beams requires a detailed understanding of the trapping dynamics and the effect of the Coulombic attractive and repulsive forces between the ions on their motion in the trap. The simultaneous trapping regime is explored experimentally for SF6- anion and SF5+ cation beams and compared to realistic ion trajectory simulations. The respective stability of the simultaneously trapped cation and anion beams is experimentally tracked by nondestructive and mass sensitive image charge monitoring. An approximate analytical potential model is presented for modeling the dynamics of trapped ions, providing insight into the role of ion-ion interactions, and suggesting a simplified mirror design.
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Affiliation(s)
- Alon Bogot
- The Hebrew University of Jerusalem, Institute of Chemistry, Jerusalem 91904, Israel.
| | - Oleg Lioubashevski
- The Hebrew University of Jerusalem, Institute of Chemistry, Jerusalem 91904, Israel.
| | - Oded Heber
- Weizmann Institute of Science, Department of Particle Physics and Astrophysics, Rehovot 7610001, Israel
| | - Daniel Zajfman
- Weizmann Institute of Science, Department of Particle Physics and Astrophysics, Rehovot 7610001, Israel
| | - Daniel Strasser
- The Hebrew University of Jerusalem, Institute of Chemistry, Jerusalem 91904, Israel.
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18
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Yin V, Devine PWA, Saunders JC, Barendregt A, Cusdin F, Ristani A, Hines A, Shepherd S, Dembek M, Dobson CL, Snijder J, Bond NJ, Heck AJR. Stochastic assembly of biomacromolecular complexes: impact and implications on charge interpretation in native mass spectrometry. Chem Sci 2023; 14:9316-9327. [PMID: 37712025 PMCID: PMC10498669 DOI: 10.1039/d3sc03228k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 08/16/2023] [Indexed: 09/16/2023] Open
Abstract
Native mass spectrometry is a potent method for characterizing biomacromolecular assemblies. A critical aspect to extracting accurate mass information is the correct inference of the ion ensemble charge states. While a variety of experimental strategies and algorithms have been developed to facilitate this, virtually all approaches rely on the implicit assumption that any peaks in a native mass spectrum can be directly attributed to an underlying charge state distribution. Here, we demonstrate that this paradigm breaks down for several types of macromolecular protein complexes due to the intrinsic heterogeneity induced by the stochastic nature of their assembly. Utilizing several protein assemblies of adeno-associated virus capsids and ferritin, we demonstrate that these particles can produce a variety of unexpected spectral appearances, some of which appear superficially similar to a resolved charge state distribution. When interpreted using conventional charge inference strategies, these distorted spectra can lead to substantial errors in the calculated mass (up to ∼5%). We provide a novel analytical framework to interpret and extract mass information from these spectra by combining high-resolution native mass spectrometry, single particle Orbitrap-based charge detection mass spectrometry, and sophisticated spectral simulations based on a stochastic assembly model. We uncover that these mass spectra are extremely sensitive to not only mass heterogeneity within the subunits, but also to the magnitude and width of their charge state distributions. As we postulate that many protein complexes assemble stochastically, this framework provides a generalizable solution, further extending the usability of native mass spectrometry in the characterization of biomacromolecular assemblies.
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Affiliation(s)
- Victor Yin
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University Padualaan 8, 3584 CH Utrecht The Netherlands
- Netherlands Proteomics Center Padualaan 8, 3584 CH Utrecht The Netherlands
| | - Paul W A Devine
- Analytical Sciences, Biopharmaceutical Development, R & D, AstraZeneca Granta Park Cambridge UK
| | - Janet C Saunders
- In Vivo Expressed Biologics, Discovery Sciences, R & D, AstraZeneca Granta Park Cambridge UK
| | - Arjan Barendregt
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University Padualaan 8, 3584 CH Utrecht The Netherlands
- Netherlands Proteomics Center Padualaan 8, 3584 CH Utrecht The Netherlands
| | - Fiona Cusdin
- In Vivo Expressed Biologics, Discovery Sciences, R & D, AstraZeneca Granta Park Cambridge UK
| | - Alexandra Ristani
- In Vivo Expressed Biologics, Discovery Sciences, R & D, AstraZeneca Granta Park Cambridge UK
| | - Alistair Hines
- Analytical Sciences, Biopharmaceutical Development, R & D, AstraZeneca Granta Park Cambridge UK
| | - Sam Shepherd
- Analytical Sciences, Biopharmaceutical Development, R & D, AstraZeneca Granta Park Cambridge UK
| | - Marcin Dembek
- Purification Process Sciences, Biopharmaceutical Development, R & D, AstraZeneca Granta Park Cambridge UK
| | - Claire L Dobson
- In Vivo Expressed Biologics, Discovery Sciences, R & D, AstraZeneca Granta Park Cambridge UK
| | - Joost Snijder
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University Padualaan 8, 3584 CH Utrecht The Netherlands
- Netherlands Proteomics Center Padualaan 8, 3584 CH Utrecht The Netherlands
| | - Nicholas J Bond
- Analytical Sciences, Biopharmaceutical Development, R & D, AstraZeneca Granta Park Cambridge UK
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University Padualaan 8, 3584 CH Utrecht The Netherlands
- Netherlands Proteomics Center Padualaan 8, 3584 CH Utrecht The Netherlands
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19
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Hanozin E, Harper CC, McPartlan MS, Williams ER. Dynamics of Rayleigh Fission Processes in ∼100 nm Charged Aqueous Nanodrops. ACS CENTRAL SCIENCE 2023; 9:1611-1622. [PMID: 37637724 PMCID: PMC10451037 DOI: 10.1021/acscentsci.3c00323] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Indexed: 08/29/2023]
Abstract
Fission of micron-size charged droplets has been observed using optical methods, but little is known about fission dynamics and breakup of smaller nanosize droplets that are important in a variety of natural and industrial processes. Here, spontaneous fission of individual aqueous nanodrops formed by electrospray is investigated using charge detection mass spectrometry. Fission processes ranging from formation of just two progeny droplets in 2 ms to production of dozens of progeny droplets over 100+ ms are observed for nanodrops that are charged above the Rayleigh limit. These results indicate that Rayleigh fission is a continuum of processes that produce progeny droplets that vary widely in charge, mass, and number.
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Affiliation(s)
- Emeline Hanozin
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Conner C. Harper
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Matthew S. McPartlan
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Evan R. Williams
- Department of Chemistry, University of California, Berkeley, California 94720, United States
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20
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Botamanenko DY, Reitenbach DW, Miller LM, Jarrold MF. Electrostatic Linear Ion Trap Optimization Strategy for High Resolution Charge Detection Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:1731-1740. [PMID: 37466262 PMCID: PMC10842736 DOI: 10.1021/jasms.3c00177] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Abstract
Single ion mass measurements allow mass distributions to be recorded for heterogeneous samples that cannot be analyzed by conventional mass spectrometry. In charge detection mass spectrometry (CD-MS), ions are detected using a conducting cylinder coupled to a charge sensitive amplifier. For optimum performance, the detection cylinder is embedded in an electrostatic linear ion trap (ELIT) where trapped ions oscillate between end-caps that act as opposing ion mirrors. The oscillating ions generate a periodic signal that is analyzed by fast Fourier transforms. The frequency yields the m/z, and the magnitude provides the charge. With a charge precision of 0.2 elementary charges, ions can be assigned to their correct charge states with a low error rate, and the m/z resolving power determines the mass resolving power. Previously, the best mass resolving power achieved with CD-MS was 300. We have recently increased the mass resolving power to 700, through the better optimization of the end-cap potentials. To make a more dramatic improvement in the m/z resolving power, it is necessary to find an ELIT geometry and end-cap potentials that can simultaneously make the ion oscillation frequency independent of both the ion energy and ion trajectory (angular divergence and radial offset) of the entering ion. We describe an optimization strategy that allows these conditions to be met while also adjusting the signal duty cycle to 50% to maximize the signal-to-noise ratio for the charge measurement. The optimized ELIT provides an m/z resolving power of over 300 000 in simulations. Coupled with the high precision charge determination available with CD-MS, this will yield a mass resolving power of 300 000. Such a high mass resolving power will be transformative for the analysis of heterogeneous samples.
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Affiliation(s)
- Daniel Y Botamanenko
- Chemistry Department, Indiana University, 800 E. Kirkwood Avenue, Bloomington, Indiana 47405
- Megadalton Solutions Inc., 3750 E Bluebird Lane, Bloomington, Indiana 47401
| | - David W Reitenbach
- Chemistry Department, Indiana University, 800 E. Kirkwood Avenue, Bloomington, Indiana 47405
| | - Lohra M Miller
- Chemistry Department, Indiana University, 800 E. Kirkwood Avenue, Bloomington, Indiana 47405
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 E. Kirkwood Avenue, Bloomington, Indiana 47405
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21
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Harper CC, Avadhani VS, Hanozin E, Miller ZM, Williams ER. Dynamic Energy Measurements in Charge Detection Mass Spectrometry Eliminate Adverse Effects of Ion-Ion Interactions. Anal Chem 2023; 95:10077-10086. [PMID: 37343124 PMCID: PMC10389283 DOI: 10.1021/acs.analchem.3c01520] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/23/2023]
Abstract
Ion-ion interactions in charge detection mass spectrometers that use electrostatic traps to measure masses of individual ions have not been reported previously, although ion trajectory simulations have shown that these types of interactions affect ion energies and thereby degrade measurement performance. Here, examples of interactions between simultaneously trapped ions that have masses ranging from ca. 2 to 350 MDa and ca. 100 to 1000 charges are studied in detail using a dynamic measurement method that makes it possible to track the evolution of the mass, charge, and energy of individual ions over their trapping lifetimes. Signals from ions that have similar oscillation frequencies can have overlapping spectral leakage artifacts that result in slightly increased uncertainties in the mass determination, but these effects can be mitigated by the careful choice of parameters used in the short-time Fourier transform analysis. Energy transfers between physically interacting ions are also observed and quantified with individual ion energy measurement resolution as high as ∼950. The mass and charge of interacting ions do not change, and their corresponding measurement uncertainties are equivalent to ions that do not undergo physical interactions. Simultaneous trapping of multiple ions in CDMS can greatly decrease the acquisition time necessary to accumulate a statistically meaningful number of individual ion measurements. These results demonstrate that while ion-ion interactions can occur when multiple ions are trapped, they have negligible effects on mass accuracy when using the dynamic measurement method.
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Affiliation(s)
- Conner C. Harper
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Veena S. Avadhani
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Emeline Hanozin
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Zachary M. Miller
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Evan R. Williams
- Department of Chemistry, University of California, Berkeley, California, 94720-1460, United States
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22
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Mietzsch M, Liu W, Ma K, Bennett A, Nelson AR, Gliwa K, Chipman P, Fu X, Bechler S, McKenna R, Viner R. Production and characterization of an AAV1-VP3-only capsid: An analytical benchmark standard. Mol Ther Methods Clin Dev 2023; 29:460-472. [PMID: 37273903 PMCID: PMC10238842 DOI: 10.1016/j.omtm.2023.05.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 05/04/2023] [Indexed: 06/06/2023]
Abstract
Adeno-associated viruses (AAVs) are non-enveloped ssDNA icosahedral T = 1 viruses used as vectors for clinical gene delivery. Currently, there are over 200 AAV-related clinical trials and six approved biologics on the market. As such new analytical methods are continually being developed to characterize and monitor the quality and purity of manufactured AAV vectors, these include ion-exchange chromatography and Direct Mass Technology. However, these methods require homogeneous analytical standards with a high molecular weight standard comparable to the mass of an AAV capsid. Described here is the design, production, purification, characterization, and the cryo-electron microscopy structure of an AAV1-VP3-only capsid that fulfills this need as a calibrant to determine capsid mass, charge, homogeneity, and transgene packaging characteristics.
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Affiliation(s)
- Mario Mietzsch
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Weijing Liu
- Thermo Fisher Scientific, 355 River Oaks Parkway, San Jose, CA 95134, USA
| | - Ke Ma
- Thermo Fisher Scientific, 490 Lakeside Dr., Sunnyvale, CA 94085, USA
| | - Antonette Bennett
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Austin R. Nelson
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Keely Gliwa
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Paul Chipman
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Xiaofeng Fu
- Biological Science Imaging Resource, Department of Biological Sciences, Florida State University, Tallahassee, FL, USA
| | - Shane Bechler
- Thermo Fisher Scientific, 490 Lakeside Dr., Sunnyvale, CA 94085, USA
| | - Robert McKenna
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Rosa Viner
- Thermo Fisher Scientific, 355 River Oaks Parkway, San Jose, CA 95134, USA
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23
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Miller LM, Draper BE, Barnes LF, Ofoegbu PC, Jarrold MF. Analysis of Megadalton-Sized DNA by Charge Detection Mass Spectrometry: Entropic Trapping and Shearing in Nanoelectrospray. Anal Chem 2023. [PMID: 37267126 DOI: 10.1021/acs.analchem.3c01027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The analysis of nucleic acids by conventional mass spectrometry is complicated by counter ions which cause mass heterogeneity and limit the size of the DNA that can be analyzed. In this work, we overcome this limitation using charge detection mass spectrometry to analyze megadalton-sized DNA. Using positive mode electrospray, we find two dramatically different charge distributions for DNA plasmids. A low charge population that charges like compact DNA origami and a much higher charge population, with charges that extend over a broad range. For the high-charge population, the deviation between the measured mass and mass expected from the DNA sequence is consistently around 1%. For the low-charge population, the deviation is larger and more variable. The high-charge population is attributed to the supercoiled plasmid in a random coil configuration, with the broad charge distribution resulting from the rich variety of geometries the random coil can adopt. High-resolution measurements show that the mass distribution shifts to slightly lower mass with increasing charge. The low-charge population is attributed to a condensed form of the plasmid. We suggest that the condensed form results from entropic trapping where the random coil must undergo a geometry change to squeeze through the Taylor cone and enter an electrospray droplet. For the larger plasmids, shearing (mechanical breakup) occurs during electrospray or in the electrospray interface. Shearing is reduced by lowering the salt concentration.
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Affiliation(s)
- Lohra M Miller
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, Indiana 47405, United States
| | - Benjamin E Draper
- Megadalton Solutions Inc, 3750 E Bluebird Ln, Bloomington, Indiana 47401, United States
| | - Lauren F Barnes
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, Indiana 47405, United States
| | - Polycarp C Ofoegbu
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, Indiana 47405, United States
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, Indiana 47405, United States
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24
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Smith RD. Large Individual Ion FTICR Measurements from the Mid-1990s Using Reactions for Charge Determination Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:803-812. [PMID: 37021701 DOI: 10.1021/jasms.2c00329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
This article discusses from a personal and present-day perspective the first studies of large highly charged individual molecular ions that were conducted using electrospray ionization with Fourier transform ion cyclotron resonance MS in the mid-1990s. These studies are distinguished from Current Charge Detection Mass Spectrometry (CDMS) primarily by their use of individual ion charge state changes due to reactions for accurate charge determination. This work describes the key differences in technologies and methods with present CDMS and the likely implications of these differences. I comment on surprising individual ion behavior observed in some measurements involving increases in charge state, as well as their possible basis, and also briefly discuss the potential utility of the reaction-based mass measurement approach used in the context of what might more globally be referred to as "Charge Determination Mass Spectrometry".
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Affiliation(s)
- Richard D Smith
- Pacific Northwest National Laboratory Richland, Washington 99352 United States
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25
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Harper CC, Miller ZM, McPartlan MS, Jordan JS, Pedder RE, Williams ER. Accurate Sizing of Nanoparticles Using a High-Throughput Charge Detection Mass Spectrometer without Energy Selection. ACS NANO 2023; 17:7765-7774. [PMID: 37027782 PMCID: PMC10389270 DOI: 10.1021/acsnano.3c00539] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
The sizes and shapes of nanoparticles play a critical role in their chemical and material properties. Common sizing methods based on light scattering or mobility lack individual particle specificity, and microscopy-based methods often require cumbersome sample preparation and image analysis. A promising alternative method for the rapid and accurate characterization of nanoparticle size is charge detection mass spectrometry (CDMS), an emerging technique that measures the masses of individual ions. A recently constructed CDMS instrument designed specifically for high acquisition speed, efficiency, and accuracy is described. This instrument does not rely on an ion energy filter or estimates of ion energy that have been previously required for mass determination, but instead uses direct, in situ measurements. A standardized sample of ∼100 nm diameter polystyrene nanoparticles and ∼50 nm polystyrene nanoparticles with amine-functionalized surfaces are characterized using CDMS and transmission electron microscopy (TEM). Individual nanoparticle masses measured by CDMS are transformed to diameters, and these size distributions are in close agreement with distributions measured by TEM. CDMS analysis also reveals dimerization of ∼100 nm nanoparticles in solution that cannot be determined by TEM due to the tendency of nanoparticles to agglomerate when dried onto a surface. Comparing the acquisition and analysis times of CDMS and TEM shows particle sizing rates up to ∼80× faster are possible using CDMS, even when samples ∼50× more dilute were used. The combination of both high-accuracy individual nanoparticle measurements and fast acquisition rates by CDMS represents an important advance in nanoparticle analysis capabilities.
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Affiliation(s)
- Conner C Harper
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Zachary M Miller
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Matthew S McPartlan
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Jacob S Jordan
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
| | - Randall E Pedder
- Ardara Technologies LP, Ardara, Pennsylvania 15615, United States
| | - Evan R Williams
- Department of Chemistry, University of California, Berkeley, California 94720-1460, United States
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26
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Miller LM, Jarrold MF. Charge detection mass spectrometry for the analysis of viruses and virus-like particles. Essays Biochem 2023; 67:315-323. [PMID: 36062529 PMCID: PMC10842916 DOI: 10.1042/ebc20220101] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/11/2022] [Accepted: 08/19/2022] [Indexed: 11/17/2022]
Abstract
Heterogeneity usually restricts conventional mass spectrometry to molecular weights less than around a megadalton. As a single-particle technique, charge detection mass spectrometry (CDMS) overcomes this limitation. In CDMS, the mass-to-charge (m/z) ratio and charge are measured simultaneously for individual ions, giving a direct mass measurement for each ion. Recent applications include the analysis of viruses, virus-like particles, vaccines, heavily glycosylated proteins, and gene therapy vectors.
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Affiliation(s)
- Lohra M Miller
- Department of Chemistry, Indiana University, 800 E Kirkwood Ave, Bloomington 47401, Indiana
| | - Martin F Jarrold
- Department of Chemistry, Indiana University, 800 E Kirkwood Ave, Bloomington 47401, Indiana
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27
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Bischoff AJ, Harper CC, Williams ER, Francis MB. Characterizing Heterogeneous Mixtures of Assembled States of the Tobacco Mosaic Virus Using Charge Detection Mass Spectrometry. J Am Chem Soc 2022; 144:23368-23378. [PMID: 36525679 PMCID: PMC10395586 DOI: 10.1021/jacs.2c09160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The tobacco mosaic viral capsid protein (TMV) is a frequent target for derivatization for myriad applications, including drug delivery, biosensing, and light harvesting. However, solutions of the stacked disk assembly state of TMV are difficult to characterize quantitatively due to their large size and multiple assembled states. Charge detection mass spectrometry (CDMS) addresses the need to characterize heterogeneous populations of large protein complexes in solution quickly and accurately. Using CDMS, previously unobserved assembly states of TMV, including 16-monomer disks and odd-numbered disk stacks, have been characterized. We additionally employed a peptide-protein conjugation reaction in conjunction with CDMS to demonstrate that modified TMV proteins do not redistribute between disks. Finally, this technique was used to discriminate between protein complexes of near-identical mass but different configurations. We have gained a greater understanding of the behavior of TMV, a protein used across a broad variety of fields and applications, in the solution state.
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Affiliation(s)
- Amanda J. Bischoff
- College of Chemistry, University of California, Berkeley, California, 94720, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratories, Berkeley, California, 94720, United States
| | - Conner C. Harper
- College of Chemistry, University of California, Berkeley, California, 94720, United States
| | - Evan R. Williams
- College of Chemistry, University of California, Berkeley, California, 94720, United States
| | - Matthew B. Francis
- College of Chemistry, University of California, Berkeley, California, 94720, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratories, Berkeley, California, 94720, United States
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28
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McGee JP, Senko MW, Jooß K, Des Soye BJ, Compton PD, Kelleher NL, Kafader JO. Automated Control of Injection Times for Unattended Acquisition of Multiplexed Individual Ion Mass Spectra. Anal Chem 2022; 94:16543-16548. [PMID: 36416365 PMCID: PMC9969899 DOI: 10.1021/acs.analchem.2c03495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Charge detection mass spectrometry (CDMS) provides mass domain spectra of large and highly heterogeneous analytes. Over the past few years, we have multiplexed CDMS on Orbitrap instruments, an approach termed Individual Ion Mass Spectrometry (I2MS). Until now, I2MS required manual adjustment of injection times to collect spectra in the individual ion regime. To increase sample adaptability, enable online separations, and reduce the barrier for entry, we report an automated method for adjusting ion injection times in I2MS for image current detectors like the Orbitrap. Automatic Ion Control (AIC) utilizes the density of signals in the m/z domain to adjust an ensemble of ions down to the individual ion regime in real-time. The AIC technique was applied to both denatured and native proteins yielding high quality data without human intervention directly in the mass domain.
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Affiliation(s)
- John P McGee
- Departments of Chemistry and Molecular Biosciences, Department of Chemical and Biological Engineering, the Chemistry of Life Processes Institute, the Proteomics Center of Excellence at Northwestern University, Evanston, Illinois60208, United States
| | - Michael W Senko
- Thermo Fisher Scientific, San Jose, California95134, United States
| | - Kevin Jooß
- Departments of Chemistry and Molecular Biosciences, Department of Chemical and Biological Engineering, the Chemistry of Life Processes Institute, the Proteomics Center of Excellence at Northwestern University, Evanston, Illinois60208, United States
| | - Benjamin J Des Soye
- Departments of Chemistry and Molecular Biosciences, Department of Chemical and Biological Engineering, the Chemistry of Life Processes Institute, the Proteomics Center of Excellence at Northwestern University, Evanston, Illinois60208, United States
| | - Philip D Compton
- Integrated Protein Technologies, Inc., Evanston, Illinois60201, United States
| | - Neil L Kelleher
- Departments of Chemistry and Molecular Biosciences, Department of Chemical and Biological Engineering, the Chemistry of Life Processes Institute, the Proteomics Center of Excellence at Northwestern University, Evanston, Illinois60208, United States
| | - Jared O Kafader
- Departments of Chemistry and Molecular Biosciences, Department of Chemical and Biological Engineering, the Chemistry of Life Processes Institute, the Proteomics Center of Excellence at Northwestern University, Evanston, Illinois60208, United States
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29
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Miller ZM, Harper CC, Lee H, Bischoff AJ, Francis MB, Schaffer DV, Williams ER. Apodization Specific Fitting for Improved Resolution, Charge Measurement, and Data Analysis Speed in Charge Detection Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:2129-2137. [PMID: 36173188 PMCID: PMC10389282 DOI: 10.1021/jasms.2c00213] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Short-time Fourier transforms with short segment lengths are typically used to analyze single ion charge detection mass spectrometry (CDMS) data either to overcome effects of frequency shifts that may occur during the trapping period or to more precisely determine the time at which an ion changes mass or charge, or enters an unstable orbit. The short segment lengths can lead to scalloping loss unless a large number of zero-fills are used, making computational time a significant factor in real-time analysis of data. Apodization specific fitting leads to a 9-fold reduction in computation time compared to zero-filling to a similar extent of accuracy. This makes possible real-time data analysis using a standard desktop computer. Rectangular apodization leads to higher resolution than the more commonly used Gaussian or Hann apodization and makes it possible to separate ions with similar frequencies, a significant advantage for experiments in which the masses of many individual ions are measured simultaneously. Equally important is a >20% increase in S/N obtained with rectangular apodization compared to Gaussian or Hann, which directly translates to a corresponding improvement in accuracy of both charge measurements and ion energy measurements that rely on the amplitudes of the fundamental and harmonic frequencies. Combined with computing the fast Fourier transform in a lower-level language, this fitting procedure eliminates computational barriers and should enable real-time processing of CDMS data on a laptop computer.
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Affiliation(s)
- Zachary M. Miller
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Conner C. Harper
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Hyuncheol Lee
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460, United States
| | - Amanda J. Bischoff
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Matthew B. Francis
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - David V. Schaffer
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
| | - Evan R. Williams
- College of Chemistry, University of California, Berkeley, California, 94720-1460, United States
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30
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Barnes LF, Draper BE, Jarrold MF. Analysis of thermally driven structural changes, genome release, disassembly, and aggregation of recombinant AAV by CDMS. Mol Ther Methods Clin Dev 2022; 27:327-336. [PMID: 36381304 PMCID: PMC9630626 DOI: 10.1016/j.omtm.2022.10.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 10/12/2022] [Indexed: 12/13/2022]
Abstract
Charge detection mass spectrometry (CDMS) was used to analyze recombinant adeno-associated virus serotype 8 (rAAV8) vectors after incubation at elevated temperatures. rAAV8 vectors with a range of genomes of interest (GOIs) from 2.22 to 4.84 kb were investigated. For the shorter GOIs, GOI release occurred at surprisingly low temperatures (15 min at 45°C for cytomegalovirus [CMV]-GFP). The released DNA and intermediates with the GOI extruded from the capsid were detected. The temperature required to release the short GOIs is well below the 65°C incubation temperature required to disassemble the empty rAAV8 capsid. The temperature for GOI release increased with its GOI length. With the longer GOIs, the GOI stabilized the capsid so that it remained intact under conditions that would disassemble the empty particle. After incubation at 65°C, the main species in the CDMS mass distributions for the longer GOIs was the vector with the GOI. However, for GOIs longer than the wild-type genome (∼4.7 kb), the stability diminished, and genome release occurred at a lower temperature. Heterogeneous DNA fragments from the host cells or plasmids is released at a lower temperature than the longer GOIs, suggesting that the GOIs have a feature that resists early release.
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Affiliation(s)
- Lauren F. Barnes
- Chemistry Department, Indiana University, 800 E Kirkwood Avenue, Bloomington, IN 47405, USA
| | - Benjamin E. Draper
- Megadalton Solutions, Inc., 3750 E Bluebird Ln, Bloomington, IN 47401, USA
| | - Martin F. Jarrold
- Chemistry Department, Indiana University, 800 E Kirkwood Avenue, Bloomington, IN 47405, USA,Corresponding author Martin F. Jarrold, Chemistry Department, Indiana University, 800 E Kirkwood Avenue, Bloomington, IN 47405, USA.
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31
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Jarrold MF. Charge Detection Mass Spectrometry: Analysis of Gene Therapy Vectors. LCGC NORTH AMERICA 2022. [DOI: 10.56530/lcgc.na.wh5987h4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Conventional mass spectrometry is limited by heterogeneity to relatively small molecular weights from a biologics perspective. Charge detection mass spectrometry—where masses of individual ions are directly measured—overcomes this limitation and allows measurements into the gigadalton (GDa) range. An important application of this emerging technology is the analysis of gene therapy vectors. Their large size and complexity present analytical challenges that must be addressed for this promising therapeutic approach to reach its full potential.
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32
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Harper CC, Miller ZM, Lee H, Bischoff AJ, Francis MB, Schaffer DV, Williams ER. Effects of Molecular Size on Resolution in Charge Detection Mass Spectrometry. Anal Chem 2022; 94:11703-11712. [PMID: 35961005 PMCID: PMC10389281 DOI: 10.1021/acs.analchem.2c02572] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Instrumental resolution of Fourier transform-charge detection mass spectrometry instruments with electrostatic ion trap detection of individual ions depends on the precision with which ion energy is determined. Energy can be selected using ion optic filters or from harmonic amplitude ratios (HARs) that provide Fellgett's advantage and eliminate the necessity of ion transmission loss to improve resolution. Unlike the ion energy-filtering method, the resolution of the HAR method increases with charge (improved S/N) and thus with mass. An analysis of the HAR method with current instrumentation indicates that higher resolution can be obtained with the HAR method than the best resolution demonstrated for instruments with energy-selective optics for ions in the low MDa range and above. However, this gain is typically unrealized because the resolution obtainable with molecular systems in this mass range is limited by sample heterogeneity. This phenomenon is illustrated with both tobacco mosaic virus (0.6-2.7 MDa) and AAV9 (3.7-4.7 MDa) samples where mass spectral resolution is limited by the sample, including salt adducts, and not by instrument resolution. Nevertheless, the ratio of full to empty AAV9 capsids and the included genome mass can be accurately obtained in a few minutes from 1× PBS buffer solution and an elution buffer containing 300+ mM nonvolatile content despite extensive adduction and lower resolution. Empty and full capsids adduct similarly indicating that salts encrust the complexes during late stages of droplet evaporation and that mass shifts can be calibrated in order to obtain accurate analyte masses even from highly salty solutions.
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Affiliation(s)
- Conner C. Harper
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
| | - Zachary M. Miller
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
| | - Hyuncheol Lee
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
| | - Amanda J. Bischoff
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720
| | - Matthew B. Francis
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720
| | - David V. Schaffer
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
| | - Evan R. Williams
- College of Chemistry, University of California, Berkeley, California, 94720-1460
- California Institute for Quantitative Biosciences, University of California, Berkeley, California 94720-1460
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33
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Kostelic MM, Ryan JP, Brown LS, Jackson TW, Hsieh CC, Zak CK, Sanders HM, Liu Y, Chen VS, Byrne M, Aspinwall CA, Baker ES, Marty MT. Stability and Dissociation of Adeno-Associated Viral Capsids by Variable Temperature-Charge Detection-Mass Spectrometry. Anal Chem 2022; 94:11723-11727. [PMID: 35981215 DOI: 10.1021/acs.analchem.2c02378] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Adeno-associated viral (AAV) vectors have emerged as gene therapy and vaccine delivery systems. Differential scanning fluorimetry or differential scanning calorimetry is commonly used to measure the thermal stability of AAVs, but these global methods are unable to distinguish the stabilities of different AAV subpopulations in the same sample. To address this challenge, we combined charge detection-mass spectrometry (CD-MS) with a variable temperature (VT) electrospray source that controls the temperature of the solution prior to electrospray. Using VT-CD-MS, we measured the thermal stabilities of empty and filled capsids. We found that filled AAVs ejected their cargo first and formed intermediate empty capsids before completely dissociating. Finally, we observed that pH stress caused a major decrease in thermal stability. This new approach better characterizes the thermal dissociation of AAVs, providing the simultaneous measurement of the stabilities and dissociation pathways of different subpopulations.
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Affiliation(s)
- Marius M Kostelic
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Jack P Ryan
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Levi S Brown
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Tyler W Jackson
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Chih-Chieh Hsieh
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Ciara K Zak
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Henry M Sanders
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Yang Liu
- REGENXBIO Inc., 9804 Medical Center Dr., Rockville, Maryland 20850, United States
| | - Victor Shugui Chen
- REGENXBIO Inc., 9804 Medical Center Dr., Rockville, Maryland 20850, United States
| | - Michael Byrne
- REGENXBIO Inc., 9804 Medical Center Dr., Rockville, Maryland 20850, United States
| | - Craig A Aspinwall
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
| | - Erin S Baker
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Michael T Marty
- Department of Chemistry and Biochemistry and Bio5 Institute, University of Arizona, Tucson, Arizona 85721, United States
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34
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Liu R, Xia S, Li H. Native top-down mass spectrometry for higher-order structural characterization of proteins and complexes. MASS SPECTROMETRY REVIEWS 2022:e21793. [PMID: 35757976 DOI: 10.1002/mas.21793] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 06/15/2023]
Abstract
Progress in structural biology research has led to a high demand for powerful and yet complementary analytical tools for structural characterization of proteins and protein complexes. This demand has significantly increased interest in native mass spectrometry (nMS), particularly native top-down mass spectrometry (nTDMS) in the past decade. This review highlights recent advances in nTDMS for structural research of biological assemblies, with a particular focus on the extra multi-layers of information enabled by TDMS. We include a short introduction of sample preparation and ionization to nMS, tandem fragmentation techniques as well as mass analyzers and software/analysis pipelines used for nTDMS. We highlight unique structural information offered by nTDMS and examples of its broad range of applications in proteins, protein-ligand interactions (metal, cofactor/drug, DNA/RNA, and protein), therapeutic antibodies and antigen-antibody complexes, membrane proteins, macromolecular machineries (ribosome, nucleosome, proteosome, and viruses), to endogenous protein complexes. The challenges, potential, along with perspectives of nTDMS methods for the analysis of proteins and protein assemblies in recombinant and biological samples are discussed.
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Affiliation(s)
- Ruijie Liu
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, China
| | - Shujun Xia
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, China
| | - Huilin Li
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, China
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, China
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35
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Abstract
Charge detection mass spectrometry (CDMS) is a single-particle technique where the masses of individual ions are determined from simultaneous measurement of their mass-to-charge ratio (m/z) and charge. Masses are determined for thousands of individual ions, and then the results are binned to give a mass spectrum. Using this approach, accurate mass distributions can be measured for heterogeneous and high-molecular-weight samples that are usually not amenable to analysis by conventional mass spectrometry. Recent applications include heavily glycosylated proteins, protein complexes, protein aggregates such as amyloid fibers, infectious viruses, gene therapies, vaccines, and vesicles such as exosomes.
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Affiliation(s)
- Martin F Jarrold
- Chemistry Department, Indiana University, 800 E. Kirkwood Avenue, Bloomington, Indiana 47404, United States
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36
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Frequency chasing of individual megadalton ions in an Orbitrap analyser improves precision of analysis in single-molecule mass spectrometry. Nat Chem 2022; 14:515-522. [PMID: 35273389 PMCID: PMC9068510 DOI: 10.1038/s41557-022-00897-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Accepted: 01/25/2022] [Indexed: 12/14/2022]
Abstract
To enhance the performance of charge-detection mass spectrometry, we investigated the behaviour of macromolecular single ions on their paths towards and within the Orbitrap analyser. Ions with a mass beyond one megadalton reach a plateau of stability and can be successfully trapped for seconds, travelling a path length of multiple kilometres, thereby enabling precise mass analysis with an effective resolution of greater than 100,000 at a mass-to-charge ratio of 35,000. Through monitoring the frequency of individual ions, we show that these high-mass ions, rather than being lost from the trap, can gradually lose residual solvent molecules and, in rare cases, a single elementary charge. We also demonstrate that the frequency drift of single ions due to desolvation and charge stripping can be corrected, which improves the effective ion sampling 23-fold and gives a twofold improvement in mass precision and resolution. ![]()
The mass precision and resolution in charge-detection mass spectrometry can be improved by correcting frequency drifts of single ions. Now, chasing these individual ions for seconds in an Orbitrap mass spectrometer has revealed the exceptional stability of ultra-high-mass ions, culminating in an effective resolution of greater than 100,000 at m/z = 35,000.
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37
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Pitts-McCoy AM, Abdillahi AM, Lee KW, McLuckey SA. Multiply Charged Cation Attachment to Facilitate Mass Measurement in Negative-Mode Native Mass Spectrometry. Anal Chem 2022; 94:2220-2226. [PMID: 35029382 PMCID: PMC9670251 DOI: 10.1021/acs.analchem.1c04875] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Native mass spectrometry (MS) is usually conducted in the positive-ion mode; however, in some cases, it is advantageous to use the negative-ion polarity. Challenges associated with native MS using ensemble measurements (i.e., the measurement of many ions at a time as opposed to the measurement of the charge and the mass-to-charge ratio of individual ions) include narrow charge state distributions with the potential for an overlap in neighboring charge states. These issues can either compromise or preclude confident charge state (and hence mass) determination. Charge state determination in challenging instances can be enabled via the attachment of multiply charged ions of opposite polarity. Multiply charged ion attachment facilitates the resolution of charge states and generates mass-to-charge (m/z) information across a broad m/z range. In this work, we demonstrated the attachment of multiply charged cations to anionic complexes generated under native MS conditions. To illustrate the flexibility available in selecting the mass and charge of the reagents, the 15+ and 20+ charge states of horse skeletal muscle apomyoglobin and the 20+ and 30+ charge states of bovine carbonic anhydrase were demonstrated to attach to model complex anions derived from either β-galactosidase or GroEL. The exclusive attachment of reagent ions is observed with no evidence for proton transfer, which is the key for the unambiguous interpretation of the post-ion/ion reaction product ion spectrum. To illustrate the application to mixtures of complex ions, the 10+ charge state of bovine ubiquitin was attached to mixtures of anions generated from the 30S and 50S particles of the Escherichia coli ribosome. Six and five major components were revealed, respectively. In the case of the 50S anion population, it was shown that the attachment of two 30+ cations of carbonic anhydrase revealed the same information as the attachment of six 10+ cations of ubiquitin. In neither case was the intact 50S particle observed. Rather, particles with different combinations of missing components were observed. This work demonstrated the utility of multiply charged cation attachment to facilitate charge state assignments in native MS ensemble measurements of heterogeneous mixtures.
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Affiliation(s)
| | | | | | - Scott A. McLuckey
- Corresponding Author: Scott A.
McLuckey - Department of Chemistry, Purdue University, 560 Oval Drive, West
Lafayette, IN, USA 47907-2084, ; Address
reprint requests to: Dr. Scott A. McLuckey, Phone: (765) 494-5270, Fax: (765)
494-0239,
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38
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Barnes LF, Draper BE, Jarrold MF. Analysis of Recombinant Adenovirus Vectors by Ion Trap Charge Detection Mass Spectrometry: Accurate Molecular Weight Measurements beyond 150 MDa. Anal Chem 2022; 94:1543-1551. [PMID: 35023731 DOI: 10.1021/acs.analchem.1c02439] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Adenovirus is one of the largest nonenveloped, double-stranded DNA viruses. It is widely used as a gene therapy vector and has recently received a lot of attention as a novel vaccine platform for SARS-CoV-2. Human adenovirus 5 (HAdV5) contains over 2500 protein molecules and has a 36 kbp genome. Adenovirus is well beyond the range of conventional mass spectrometry, and it was unclear how well such a large complex could be desolvated. Here, we report molecular weight (MW) distributions measured for HAdV5 and for 11 recombinant AdV vectors with genomes of varying lengths. The MW distributions were recorded using ion trap charge detection mass spectrometry (CDMS), a single-particle technique where m/z and charge are measured for individual ions. The results show that ions as large as 150 MDa can be effectively desolvated and accurate MW distributions obtained. The MW distribution for HAdV5 contains a narrow peak at 156.1 MDa, assigned to the infectious virus. A smaller peak at 129.6 MDa is attributed to incomplete particles that have not packaged a genome. The ions in the 129.6 MDa peak have a much lower average charge than those in the peak at 156.1 MDa. This is attributed to the empty particles missing some or all of the fibers that decorate the surface of the virion. The MW measured for the mature virus (156.1 MDa) is much larger than that predicted from sequence masses and copy numbers of the constituents (142.5 MDa). Measurements performed for recombinant AdV as a function of genome length show that for every 1 MDa increase in the genome MW, the MW of the mature virus increases by around 2.3 MDa. The additional 1.3 MDa is attributed to core proteins that are copackaged with the DNA. This observation suggests that the discrepancy between the measured and expected MWs for mature HAdV5 is due to an underestimate in the copy numbers of the core proteins.
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Affiliation(s)
- Lauren F Barnes
- Chemistry Department, Indiana University, 800 E Kirkwood Avenue, Bloomington, Indiana 47405, United States
| | - Benjamin E Draper
- Megadalton Solutions, Inc., 3750 E Bluebird Lane, Bloomington, Indiana 47401, United States
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 E Kirkwood Avenue, Bloomington, Indiana 47405, United States
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Barnes LF, Draper BE, Chen YT, Powers TW, Jarrold MF. Quantitative analysis of genome packaging in recombinant AAV vectors by charge detection mass spectrometry. Mol Ther Methods Clin Dev 2021; 23:87-97. [PMID: 34631929 PMCID: PMC8476707 DOI: 10.1016/j.omtm.2021.08.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 08/16/2021] [Indexed: 12/13/2022]
Abstract
Recombinant adeno-associated virus (rAAV) has emerged as an important gene therapy vector with many clinical trials currently in progress. Analytical characterization and quantitation of particle content remain challenges in both the development and production of rAAV vectors. In this study, charge detection mass spectrometry (CDMS) and gel electrophoresis are used to characterize the DNA content of recombinant AAV8 (rAAV8) vectors with a wide range of target genome sizes. We show that the differences between the masses of empty particles and particles with the genome of interest (GOI) are correlated with the expected genome mass. A small systematic deviation (around 2%) is attributed to the packaging of counterions along with the DNA. In addition to the GOI, a broad distribution of heterogeneous DNA is packaged. The distribution peaks are close to the packaging capacity of the rAAV8 vectors. There is also evidence for the co-packaging of small DNA fragments along with the GOI. Finally, we present evidence that incubation at an elevated temperature can reduce the heterogeneity of the packaged DNA. Taken together, these results show that CDMS is a viable tool for characterization of the packaged genome.
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Affiliation(s)
- Lauren F Barnes
- Chemistry Department, Indiana University, 800 East Kirkwood Avenue, Bloomington, IN 47405, USA
| | - Benjamin E Draper
- Chemistry Department, Indiana University, 800 East Kirkwood Avenue, Bloomington, IN 47405, USA
| | - Yu-Ting Chen
- Pfizer, Inc., BioTherapeutics Pharmaceutical Sciences, Analytical R&D, 875 Chesterfield Parkway West, Chesterfield, MO 63017, USA
| | - Thomas W Powers
- Pfizer, Inc., BioTherapeutics Pharmaceutical Sciences, Analytical R&D, 875 Chesterfield Parkway West, Chesterfield, MO 63017, USA
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 East Kirkwood Avenue, Bloomington, IN 47405, USA
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40
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Miller LM, Bond KM, Draper BE, Jarrold MF. Characterization of Classical Vaccines by Charge Detection Mass Spectrometry. Anal Chem 2021; 93:11965-11972. [PMID: 34435777 DOI: 10.1021/acs.analchem.1c01893] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Vaccines induce immunity by presenting disease antigens through several platforms ranging from individual protein subunits to whole viruses. Due to the large difference in antigen size, the analytical techniques employed for vaccine characterization are often platform-specific. A single, robust analytical technique capable of widespread, cross-platform use would be of great benefit and allow for comparisons across manufacturing processes. One method that spans the antigen mass range is charge detection mass spectrometry (CDMS). CDMS is a single-ion approach where the mass-to-charge ratio (m/z) and charge are measured simultaneously, allowing accurate mass distributions to be measured for heterogeneous analytes over a broad size range. In this work, CDMS was used to characterize the antigens from three classical multivalent vaccines, inactivated poliomyelitis vaccine (IPOL), RotaTeq, and Gardasil-9, directly from commercial samples. For each vaccine, the antigen purity was inspected, and in the whole virus vaccines, empty virus particles were detected. For IPOL, information on the extent of formaldehyde cross-linking was obtained. RotaTeq shows a narrow peak at 61.06 MDa. This is at a slightly lower mass than expected for the double-layer particle, suggesting that around 10 pentonal trimers are missing. For Gardasil-9, buffer exchange of the vaccine resulted in very broad mass distributions. However, removal of the virus-like particles from the aluminum adjuvant using a displacement reaction generated a spectrum with narrow peaks.
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Affiliation(s)
- Lohra M Miller
- Chemistry Department, Indiana University, 800 E Kirkwood Ave., Bloomington, Indiana 47405, United States
| | - Kevin M Bond
- Chemistry Department, Indiana University, 800 E Kirkwood Ave., Bloomington, Indiana 47405, United States
| | - Benjamin E Draper
- Megadalton Solutions, 3750 E Bluebird Lane, Bloomington, Indiana 47401, United States
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 E Kirkwood Ave., Bloomington, Indiana 47405, United States
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Abstract
Native mass spectrometry (MS) is aimed at preserving and determining the native structure, composition, and stoichiometry of biomolecules and their complexes from solution after they are transferred into the gas phase. Major improvements in native MS instrumentation and experimental methods over the past few decades have led to a concomitant increase in the complexity and heterogeneity of samples that can be analyzed, including protein-ligand complexes, protein complexes with multiple coexisting stoichiometries, and membrane protein-lipid assemblies. Heterogeneous features of these biomolecular samples can be important for understanding structure and function. However, sample heterogeneity can make assignment of ion mass, charge, composition, and structure very challenging due to the overlap of tens or even hundreds of peaks in the mass spectrum. In this review, we cover data analysis, experimental, and instrumental advances and strategies aimed at solving this problem, with an in-depth discussion of theoretical and practical aspects of the use of available deconvolution algorithms and tools. We also reflect upon current challenges and provide a view of the future of this exciting field.
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Affiliation(s)
- Amber D Rolland
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, Oregon 97403-1253, United States
| | - James S Prell
- Department of Chemistry and Biochemistry, University of Oregon, Eugene, Oregon 97403-1253, United States.,Materials Science Institute, University of Oregon, Eugene, Oregon 97403-1252, United States
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Carbonara K, Andonovski M, Coorssen JR. Proteomes Are of Proteoforms: Embracing the Complexity. Proteomes 2021; 9:38. [PMID: 34564541 PMCID: PMC8482110 DOI: 10.3390/proteomes9030038] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 08/24/2021] [Accepted: 08/29/2021] [Indexed: 12/17/2022] Open
Abstract
Proteomes are complex-much more so than genomes or transcriptomes. Thus, simplifying their analysis does not simplify the issue. Proteomes are of proteoforms, not canonical proteins. While having a catalogue of amino acid sequences provides invaluable information, this is the Proteome-lite. To dissect biological mechanisms and identify critical biomarkers/drug targets, we must assess the myriad of proteoforms that arise at any point before, after, and between translation and transcription (e.g., isoforms, splice variants, and post-translational modifications [PTM]), as well as newly defined species. There are numerous analytical methods currently used to address proteome depth and here we critically evaluate these in terms of the current 'state-of-the-field'. We thus discuss both pros and cons of available approaches and where improvements or refinements are needed to quantitatively characterize proteomes. To enable a next-generation approach, we suggest that advances lie in transdisciplinarity via integration of current proteomic methods to yield a unified discipline that capitalizes on the strongest qualities of each. Such a necessary (if not revolutionary) shift cannot be accomplished by a continued primary focus on proteo-genomics/-transcriptomics. We must embrace the complexity. Yes, these are the hard questions, and this will not be easy…but where is the fun in easy?
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Affiliation(s)
| | | | - Jens R. Coorssen
- Faculties of Applied Health Sciences and Mathematics & Science, Departments of Health Sciences and Biological Sciences, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, ON L2S 3A1, Canada; (K.C.); (M.A.)
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Harper CC, Brauer DD, Francis MB, Williams ER. Direct observation of ion emission from charged aqueous nanodrops: effects on gaseous macromolecular charging. Chem Sci 2021; 12:5185-5195. [PMID: 34168773 PMCID: PMC8179642 DOI: 10.1039/d0sc05707j] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Mechanistic information about how gaseous ions are formed from charged droplets has been difficult to establish because direct observation of nanodrops in a size range relevant to gaseous macromolecular ion formation by optical or traditional mass spectrometry methods is challenging owing to their small size and heterogeneity. Here, the mass and charge of individual aqueous nanodrops between 1-10 MDa (15-32 nm diameter) with ∼50-300 charges are dynamically monitored for 1 s using charge detection mass spectrometry. Discrete losses of minimally solvated singly charged ions occur, marking the first direct observation of ion emission from aqueous nanodrops in late stages of droplet evaporation relevant to macromolecular ion formation in native mass spectrometry. Nanodrop charge depends on the identity of constituent ions, with pure water nanodrops charged slightly above the Rayleigh limit and aqueous solutions containing alkali metal ions charged progressively below the Rayleigh limit with increasing cation size. MS2 capsid ions (∼3.5 MDa; ∼27 nm diameter) are more highly charged from aqueous ammonium acetate than from its biochemically preferred, 100 mM NaCl/10 mM Na phosphate solution, consistent with ion emission reducing the nanodrop and resulting capsid charge. The extent of charging indicates that the capsid partially collapses inside the nanodrops prior to the charging and formation of the dehydrated gaseous ions. These results demonstrate that ion emission can affect macromolecular charging and that conformational changes to macromolecular structure can occur in nanodrops prior to the formation of naked gaseous ions.
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Affiliation(s)
- Conner C Harper
- Department of Chemistry, University of California Berkeley California 94720-1460 USA
| | - Daniel D Brauer
- Department of Chemistry, University of California Berkeley California 94720-1460 USA
| | - Matthew B Francis
- Department of Chemistry, University of California Berkeley California 94720-1460 USA
| | - Evan R Williams
- Department of Chemistry, University of California Berkeley California 94720-1460 USA
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Affiliation(s)
- James E. Keener
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, USA
| | - Guozhi Zhang
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, USA
| | - Michael T. Marty
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, USA
- Bio5 Institute, University of Arizona, Tucson, AZ 85721, USA
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Brown KA, Melby JA, Roberts DS, Ge Y. Top-down proteomics: challenges, innovations, and applications in basic and clinical research. Expert Rev Proteomics 2020; 17:719-733. [PMID: 33232185 PMCID: PMC7864889 DOI: 10.1080/14789450.2020.1855982] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 11/23/2020] [Indexed: 12/14/2022]
Abstract
Introduction- A better understanding of the underlying molecular mechanism of diseases is critical for developing more effective diagnostic tools and therapeutics toward precision medicine. However, many challenges remain to unravel the complex nature of diseases. Areas covered- Changes in protein isoform expression and post-translation modifications (PTMs) have gained recognition for their role in underlying disease mechanisms. Top-down mass spectrometry (MS)-based proteomics is increasingly recognized as an important method for the comprehensive characterization of proteoforms that arise from alternative splicing events and/or PTMs for basic and clinical research. Here, we review the challenges, technological innovations, and recent studies that utilize top-down proteomics to elucidate changes in the proteome with an emphasis on its use to study heart diseases. Expert opinion- Proteoform-resolved information can substantially contribute to the understanding of the molecular mechanisms underlying various diseases and for the identification of novel proteoform targets for better therapeutic development . Despite the challenges of sequencing intact proteins, top-down proteomics has enabled a wealth of information regarding protein isoform switching and changes in PTMs. Continuous developments in sample preparation, intact protein separation, and instrumentation for top-down MS have broadened its capabilities to characterize proteoforms from a range of samples on an increasingly global scale.
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Affiliation(s)
- Kyle A. Brown
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, United States
| | - Jake A. Melby
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, United States
| | - David S. Roberts
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, United States
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, United States
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, United States
- Human Proteomics Program, University of Wisconsin-Madison, Madison, Wisconsin, United States
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46
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Pathak P, Baird MA, Shvartsburg AA. Structurally Informative Isotopic Shifts in Ion Mobility Spectra for Heavier Species. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2020; 31:137-145. [PMID: 32881519 DOI: 10.1021/jasms.9b00018] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The isotopic molecular envelopes due to stable isotopes for most elements were a staple of mass spectrometry since its origins, often leveraged to identify and quantify compounds. However, all isomers share one MS envelope. As the molecular motion in media also depends on the isotopic composition, separations such as liquid chromatography (LC) and ion mobility spectrometry (IMS) must also feature isotopic envelopes. These were largely not observed because of limited resolution, except for the (structurally uninformative) shifts in LC upon H/D exchange. We recently found the isotopic shifts in FAIMS for small haloanilines (∼130-170 Da) to hinge on the halogen position, opening a novel route to isomer characterization. Here, we extend the capability to heavier species: dibromoanilines (DBAs, ∼250 Da) and tribromoanilines (TBAs, ∼330 Da). The 13C shifts for DBAs and TBAs vary across isomers, some changing sign. While 81Br shifts are less specific, the 2-D 13C/81Br shifts unequivocally differentiate all isomers. The trends for DBAs track those for dichloroanilines, with the 13C shift order preserved for most isomers. The peak broadening due to merged isotopomers is also isomer-specific. The absolute shifts for TBAs are smaller than those for lighter haloanilines, but differentiate isomers as well because of compressed uncertainties. These results showcase the feasibility of broadly distinguishing isomers in the more topical ∼200-300 Da range using the isotopic shifts in IMS spectra.
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Affiliation(s)
- Pratima Pathak
- Department of Chemistry, Wichita State University, 1845 Fairmount, Wichita, Kansas 67260, United States
| | - Matthew A Baird
- Department of Chemistry, Wichita State University, 1845 Fairmount, Wichita, Kansas 67260, United States
| | - Alexandre A Shvartsburg
- Department of Chemistry, Wichita State University, 1845 Fairmount, Wichita, Kansas 67260, United States
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47
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Harper CC, Williams ER. Enhanced Multiplexing in Fourier Transform Charge Detection Mass Spectrometry by Decoupling Ion Frequency from Mass to Charge Ratio. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2019; 30:2637-2645. [PMID: 31720975 DOI: 10.1007/s13361-019-02330-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/27/2019] [Accepted: 08/28/2019] [Indexed: 06/10/2023]
Abstract
Weighing single ions with charge detection mass spectrometry (CDMS) makes it possible to obtain the masses of molecules of essentially unlimited size even in highly heterogeneous samples, but producing a mass histogram that is representative of all of the components in a mixture requires substantial measurement time. Multiple ions can be trapped to reduce analysis time but ion signals can overlap. To determine the maximum gains in analysis speed possible with current instrumentation with multiple ion trapping, simulations calculating the frequency and overlap rate of ions with different mass, charge, and energy ranges were performed. For an analyte with a broad mass distribution, such as long chain polyethylene glycol (PEG, 8 MDa), gains in analysis speed of up to 160 times that of prior CDMS experiments are possible. For signals from homogeneous samples, ions with the same m/z have frequencies that overlap and interfere, reducing the effectiveness of multiplexing in experiments where ions have the same energy per charge. We show that by maximizing the decoupling of ion m/z from frequency using a broad range of ion energies, the rate of signal overlap is significantly reduced making it possible to trap more ions. Under optimum decoupling conditions, a measurement speed nearly 50 times greater than that of prior CDMS experiments is possible for RuBisCO (517 kDa). The reduction in overlap due to decoupling also results in more accurate quantitation in samples that contain multiple analytes with different concentrations.
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Affiliation(s)
- Conner C Harper
- Department of Chemistry, University of California, Berkeley, CA, 94720-1460, USA
| | - Evan R Williams
- Department of Chemistry, University of California, Berkeley, CA, 94720-1460, USA.
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48
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Botamanenko DY, Jarrold MF. Ion-Ion Interactions in Charge Detection Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2019; 30:2741-2749. [PMID: 31677069 PMCID: PMC7487123 DOI: 10.1007/s13361-019-02343-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 09/16/2019] [Accepted: 09/24/2019] [Indexed: 06/10/2023]
Abstract
Charge detection mass spectrometry (CDMS) is a single-particle technique where the masses of individual ions are determined by simultaneously measuring their mass-to-charge ratio (m/z) and charge. Ions are usually trapped inside an electrostatic linear ion trap (ELIT) where they oscillate back and forth through a detection cylinder, generating a periodic signal that is analyzed by fast Fourier transforms. The oscillation frequency is related to the ion's m/z, and the magnitude is related to the ion's charge. In early work, multiple ion trapping events were discarded because there was a question about whether ion-ion interactions affected the results. Here, we report trajectory calculations performed to assess the influence of ion-ion interactions when multiple highly charged ions are simultaneously trapped in an ELIT. Ion-ion interactions cause trajectory and energy fluctuations that lead to variations in the oscillation frequencies that in turn degrade the precision and accuracy of the m/z measurements. The peak shapes acquire substantial high and low m/z tails, and the average m/z shifts to a higher value as the number of trapped ions increases. The effects of the ion-ion interactions are proportional to the product of the charges and the square root of the number of trapped ions and depend on the ions' m/z distribution. For the ELIT design examined here, ion-ion interactions limit the m/z resolving power to several hundred for a typical homogeneous ion population.
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Affiliation(s)
- Daniel Y Botamanenko
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, IN, 47405, USA
| | - Martin F Jarrold
- Chemistry Department, Indiana University, 800 E Kirkwood Ave, Bloomington, IN, 47405, USA.
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49
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Kafader JO, Beu SC, Early BP, Melani RD, Durbin KR, Zabrouskov V, Makarov AA, Maze JT, Shinholt DL, Yip PF, Kelleher NL, Compton PD, Senko MW. STORI Plots Enable Accurate Tracking of Individual Ion Signals. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2019; 30:2200-2203. [PMID: 31512223 PMCID: PMC6852666 DOI: 10.1007/s13361-019-02309-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 07/30/2019] [Accepted: 08/02/2019] [Indexed: 05/08/2023]
Abstract
Charge detection mass spectrometry (CDMS) of low-level signals is currently limited to the analysis of individual ions that generate a persistent signal during the entire observation period. Ions that disintegrate during the observation period produce reduced frequency domain signal amplitudes, which lead to an underestimation of the ion charge state, and thus the ion mass. The charge assignment can only be corrected through an accurate determination of the time of ion disintegration. The traditional mechanisms for temporal signal analysis have severe limitations for temporal resolution, spectral resolution, and signal-to-noise ratios. Selective Temporal Overview of Resonant Ions (STORI) plots provide a new framework to accurately analyze low-level time domain signals of individual ions. STORI plots allow for complete correction of intermittent signals, the differentiation of single and multiple ions at the same frequency, and the association of signals that spontaneously change frequency.
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Affiliation(s)
- Jared O Kafader
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, IL, 60208, USA
| | | | - Bryan P Early
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, IL, 60208, USA
| | - Rafael D Melani
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, IL, 60208, USA
| | - Kenneth R Durbin
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, IL, 60208, USA
| | | | | | | | | | - Ping F Yip
- Thermo Fisher Scientific, San Jose, CA, 95134, USA
| | - Neil L Kelleher
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, IL, 60208, USA
| | - Philip D Compton
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, The Proteomics Center of Excellence at Northwestern University, Evanston, IL, 60208, USA
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50
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Todd AR, Jarrold MF. Dramatic Improvement in Sensitivity with Pulsed Mode Charge Detection Mass Spectrometry. Anal Chem 2019; 91:14002-14008. [PMID: 31589418 DOI: 10.1021/acs.analchem.9b03586] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Charge detection mass spectrometry (CDMS) is emerging as a valuable tool to determine mass distributions for heterogeneous and high-mass samples. It is a single-particle technique where masses are determined for individual ions from simultaneous measurements of their mass-to-charge ratio (m/z) and charge. Ions are trapped in an electrostatic linear ion trap (ELIT) and oscillate back and forth through a detection cylinder. The trap is open and able to trap ions for a small fraction of the total measurement time so most of the ions (>99.8%) in a continuous ion beam are lost. Here, we implement an ion storage scheme where ions are accumulated and stored in a hexapole and then injected into the ELIT at the right time for them to be trapped. This pulsed mode of operation increases the sensitivity of CDMS by more than 2 orders of magnitude, which allows much lower titer samples to be analyzed. A limit of detection of 3.3 × 108 particles/mL was obtained for hepatitis B virus T = 4 capsids with a 1.3 μL sample. The hexapole where the ions are accumulated and stored is a significant distance from the ion trap so ions are dispersed in time by their m/z values as they travel between the hexapole and the ELIT. By varying the delay time between ion release and trapping, different windows of m/z values can be trapped.
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Affiliation(s)
- Aaron R Todd
- Chemistry Department , Indiana University , 800 East Kirkwood Avenue , Bloomington , Indiana 47405 , United States
| | - Martin F Jarrold
- Chemistry Department , Indiana University , 800 East Kirkwood Avenue , Bloomington , Indiana 47405 , United States
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