1
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Lehman SS, Williamson CD, Tucholski T, Ellis NA, Bouchard S, Jarnik M, Allen M, Nita-Lazar A, Machner MP. The Legionella pneumophila effector DenR hijacks the host NRas proto-oncoprotein to downregulate MAPK signaling. Cell Rep 2024; 43:114033. [PMID: 38568811 DOI: 10.1016/j.celrep.2024.114033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 01/17/2024] [Accepted: 03/18/2024] [Indexed: 04/05/2024] Open
Abstract
Small GTPases of the Ras subfamily are best known for their role as proto-oncoproteins, while their function during microbial infection has remained elusive. Here, we show that Legionella pneumophila hijacks the small GTPase NRas to the Legionella-containing vacuole (LCV) surface. A CRISPR interference screen identifies a single L. pneumophila effector, DenR (Lpg1909), required for this process. Recruitment is specific for NRas, while its homologs KRas and HRas are excluded from LCVs. The C-terminal hypervariable tail of NRas is sufficient for recruitment, and interference with either NRas farnesylation or S-acylation sites abrogates recruitment. Intriguingly, we detect markers of active NRas signaling on the LCV, suggesting it acts as a signaling platform. Subsequent phosphoproteomics analyses show that DenR rewires the host NRas signaling landscape, including dampening of the canonical mitogen-activated protein kinase pathway. These results provide evidence for L. pneumophila targeting NRas and suggest a link between NRas GTPase signaling and microbial infection.
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Affiliation(s)
- Stephanie S Lehman
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Chad D Williamson
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Trisha Tucholski
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Nicole A Ellis
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sabrina Bouchard
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Michal Jarnik
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Morgan Allen
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Aleksandra Nita-Lazar
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Matthias P Machner
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA.
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2
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West KHJ, Ma SV, Pensinger DA, Tucholski T, Tiambeng TN, Eisenbraun EL, Yehuda A, Hayouka Z, Ge Y, Sauer JD, Blackwell HE. Characterization of an Autoinducing Peptide Signal Reveals Highly Efficacious Synthetic Inhibitors and Activators of Quorum Sensing and Biofilm Formation in Listeria monocytogenes. Biochemistry 2023; 62:2878-2892. [PMID: 37699554 PMCID: PMC10676741 DOI: 10.1021/acs.biochem.3c00373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
Bacteria can use chemical signals to assess their local population density in a process called quorum sensing (QS). Many of these bacteria are common pathogens, including Gram-positive bacteria that utilize agr QS systems regulated by macrocyclic autoinducing peptide (AIP) signals. Listeria monocytogenes, an important foodborne pathogen, uses an agr system to regulate a variety of virulence factors and biofilm formation, yet little is known about the specific roles of agr in Listeria infection and its persistence in various environments. Herein, we report synthetic peptide tools that will enable the study of QS in Listeria. We identified a 6-mer AIP signal in L. monocytogenes supernatants and selected it as a scaffold around which a collection of non-native AIP mimics was designed and synthesized. These peptides were evaluated in cell-based agr reporter assays to generate structure-activity relationships for AIP-based agonism and antagonism in L. monocytogenes. We discovered synthetic agonists with increased potency relative to native AIP and a synthetic antagonist capable of reducing agr activity to basal levels. Notably, the latter peptide was able to reduce biofilm formation by over 90%, a first for a synthetic QS modulator in wild-type L. monocytogenes. The lead agr agonist and antagonist in L. monocytogenes were also capable of antagonizing agr signaling in the related pathogen Staphylococcus aureus, further extending their utility and suggesting different mechanisms of agr activation in these two pathogens. This study represents an important first step in the application of chemical methods to modulate QS and concomitant virulence outcomes in L. monocytogenes.
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Affiliation(s)
- Korbin H J West
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
| | - Stella V Ma
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
| | - Daniel A Pensinger
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, 1550 Linden Dr., Madison, Wisconsin 53706, United States
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
| | - Timothy N Tiambeng
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
| | - Emma L Eisenbraun
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
| | - Avishag Yehuda
- Institute of Biochemistry, Food Science and Nutrition, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 7610001, Israel
| | - Zvi Hayouka
- Institute of Biochemistry, Food Science and Nutrition, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 7610001, Israel
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Wisconsin Institute for Medical Research, 1111 Highland Ave., Madison, Wisconsin 53705, United States
| | - John-Demian Sauer
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, 1550 Linden Dr., Madison, Wisconsin 53706, United States
| | - Helen E Blackwell
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, Wisconsin 53706, United States
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3
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Tucholski T, Ge Y. Fourier-transform ion cyclotron resonance mass spectrometry for characterizing proteoforms. Mass Spectrom Rev 2022; 41:158-177. [PMID: 32894796 PMCID: PMC7936991 DOI: 10.1002/mas.21653] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 08/26/2020] [Accepted: 08/26/2020] [Indexed: 05/05/2023]
Abstract
Proteoforms contribute functional diversity to the proteome and aberrant proteoforms levels have been implicated in biological dysfunction and disease. Fourier-transform ion cyclotron resonance mass spectrometry (FT-ICR MS), with its ultrahigh mass-resolving power, mass accuracy, and versatile tandem MS capabilities, has empowered top-down, middle-down, and native MS-based approaches for characterizing proteoforms and their complexes in biological systems. Herein, we review the features which make FT-ICR MS uniquely suited for measuring proteoform mass with ultrahigh resolution and mass accuracy; obtaining in-depth proteoform sequence coverage with expansive tandem MS capabilities; and unambiguously identifying and localizing post-translational and noncovalent modifications. We highlight examples from our body of work in which we have quantified and comprehensively characterized proteoforms from cardiac and skeletal muscle to better understand conditions such as chronic heart failure, acute myocardial infarction, and sarcopenia. Structural characterization of monoclonal antibodies and their proteoforms by FT-ICR MS and emerging applications, such as native top-down FT-ICR MS and high-throughput top-down FT-ICR MS-based proteomics at 21 T, are also covered. Historically, the information gleaned from FT-ICR MS analyses have helped provide biological insights. We predict FT-ICR MS will continue to enable the study of proteoforms of increasing size from increasingly complex endogenous mixtures and facilitate the benchmarking of sensitive and specific assays for clinical diagnostics. © 2020 John Wiley & Sons Ltd. Mass Spec Rev.
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Affiliation(s)
- Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, 53706
- Human Proteomics Program, University of Wisconsin-Madison, Madison, WI, 53705
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4
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Melby JA, de Lange WJ, Zhang J, Roberts DS, Mitchell SD, Tucholski T, Kim G, Kyrvasilis A, McIlwain SJ, Kamp TJ, Ralphe JC, Ge Y. Functionally Integrated Top-Down Proteomics for Standardized Assessment of Human Induced Pluripotent Stem Cell-Derived Engineered Cardiac Tissues. J Proteome Res 2021; 20:1424-1433. [PMID: 33395532 DOI: 10.1021/acs.jproteome.0c00830] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Three-dimensional (3D) human induced pluripotent stem cell-derived engineered cardiac tissues (hiPSC-ECTs) have emerged as a promising alternative to two-dimensional hiPSC-cardiomyocyte monolayer systems because hiPSC-ECTs are a closer representation of endogenous cardiac tissues and more faithfully reflect the relevant cardiac pathophysiology. The ability to perform functional and molecular assessments using the same hiPSC-ECT construct would allow for more reliable correlation between observed functional performance and underlying molecular events, and thus is critically needed. Herein, for the first time, we have established an integrated method that permits sequential assessment of functional properties and top-down proteomics from the same single hiPSC-ECT construct. We quantitatively determined the differences in isometric twitch force and the sarcomeric proteoforms between two groups of hiPSC-ECTs that differed in the duration of time of 3D-ECT culture. Importantly, by using this integrated method we discovered a new and strong correlation between the measured contractile parameters and the phosphorylation levels of alpha-tropomyosin between the two groups of hiPSC-ECTs. The integration of functional assessments together with molecular characterization by top-down proteomics in the same hiPSC-ECT construct enables a holistic analysis of hiPSC-ECTs to accelerate their applications in disease modeling, cardiotoxicity, and drug discovery. Data are available via ProteomeXchange with identifier PXD022814.
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Affiliation(s)
- Jake A Melby
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Willem J de Lange
- Department of Pediatrics, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - Jianhua Zhang
- Department of Medicine, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - David S Roberts
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Stanford D Mitchell
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Gina Kim
- Department of Medicine, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - Andreas Kyrvasilis
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - Sean J McIlwain
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States.,UW Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - Timothy J Kamp
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States.,Department of Medicine, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - J Carter Ralphe
- Department of Pediatrics, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States.,Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States.,Human Proteomics Program, University of Wisconsin-Madison, Madison, Wisconsin 53705, United States
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5
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Brown KA, Tucholski T, Alpert AJ, Eken C, Wesemann L, Kyrvasilis A, Jin S, Ge Y. Top-Down Proteomics of Endogenous Membrane Proteins Enabled by Cloud Point Enrichment and Multidimensional Liquid Chromatography-Mass Spectrometry. Anal Chem 2020; 92:15726-15735. [PMID: 33231430 PMCID: PMC7968110 DOI: 10.1021/acs.analchem.0c02533] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Although top-down proteomics has emerged as a powerful strategy to characterize proteins in biological systems, the analysis of endogenous membrane proteins remains challenging due to their low solubility, low abundance, and the complexity of the membrane subproteome. Here, we report a simple but effective enrichment and separation strategy for top-down proteomics of endogenous membrane proteins enabled by cloud point extraction and multidimensional liquid chromatography coupled to high-resolution mass spectrometry (MS). The cloud point extraction efficiently enriched membrane proteins using a single extraction, eliminating the need for time-consuming ultracentrifugation steps. Subsequently, size-exclusion chromatography (SEC) with an MS-compatible mobile phase (59% water, 40% isopropanol, 1% formic acid) was used to remove the residual surfactant and fractionate intact proteins (6-115 kDa). The fractions were separated further by reversed-phase liquid chromatography (RPLC) coupled with MS for protein characterization. This method was applied to human embryonic kidney cells and cardiac tissue lysates to enable the identification of 188 and 124 endogenous integral membrane proteins, respectively, some with as many as 19 transmembrane domains.
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Affiliation(s)
- Kyle A. Brown
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, 53706, USA
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, 53706, USA
| | - Andrew J. Alpert
- PolyLC Inc., Columbia, Maryland 21045, United States
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
| | - Christian Eken
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, 53706, USA
| | - Lucas Wesemann
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
| | - Andreas Kyrvasilis
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
| | - Song Jin
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, 53706, USA
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, 53706, USA
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
- Human Proteomics Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
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6
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Styles MJ, Early SA, Tucholski T, West KHJ, Ge Y, Blackwell HE. Chemical Control of Quorum Sensing in E. coli: Identification of Small Molecule Modulators of SdiA and Mechanistic Characterization of a Covalent Inhibitor. ACS Infect Dis 2020; 6:3092-3103. [PMID: 33124430 DOI: 10.1021/acsinfecdis.0c00654] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Enterohemorrhagic Escherichia coli (EHEC) is the causative agent of severe diarrheal disease in humans. Cattle are the natural reservoir of EHEC, and approximately 75% of EHEC infections in humans stem from bovine products. Many common bacterial pathogens, including EHEC, rely on chemical communication systems, such as quorum sensing (QS), to regulate virulence and facilitate host colonization. EHEC uses SdiA from E. coli (SdiAEC), an orphan LuxR-type receptor, to sense N-acyl l-homoserine lactone (AHL) QS signals produced by other members of the bovine enteric microbiome. SdiAEC regulates two phenotypes critical for colonizing cattle: acid resistance and the formation of attaching and effacing lesions. Despite the importance of SdiAEC, there is very little known about its selectivity for different AHL signals, and no chemical inhibitors that act specifically on SdiAEC have been reported. Such compounds would represent valuable tools to study the roles of QS in EHEC virulence. To identify chemical modulators of SdiAEC and delineate the structure-activity relationships (SARs) for AHL activity in this receptor, we report herein the screening of a focused library composed largely of AHLs and AHL analogues in an SdiAEC reporter assay. We describe the identity and SARs of potent modulators of SdiAEC activity, examine the promiscuity of SdiAEC, characterize the mechanism of a covalent inhibitor, and provide phenotypic assay data to support that these compounds can control SdiAEC-dependent acid resistance in E. coli. These SdiAEC modulators could be used to advance the study of LuxR-type receptor/ligand interactions, the biological roles of orphan LuxR-type receptors, and potential QS-based therapeutic approaches.
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Affiliation(s)
- Matthew J. Styles
- Department of Chemistry, University of Wisconsin−Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - Stephen A. Early
- Department of Chemistry, University of Wisconsin−Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin−Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - Korbin H. J. West
- Department of Chemistry, University of Wisconsin−Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - Ying Ge
- Department of Chemistry, University of Wisconsin−Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
- Department of Cell and Regenerative Biology, Wisconsin Institute for Medical Research, University of Wisconsin−Madison, 1111 Highland Avenue, Madison, Wisconsin 53705, United States
| | - Helen E. Blackwell
- Department of Chemistry, University of Wisconsin−Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
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7
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Daniels CM, Kaplan PR, Bishof I, Bradfield C, Tucholski T, Nuccio AG, Manes NP, Katz S, Fraser IDC, Nita-Lazar A. Dynamic ADP-Ribosylome, Phosphoproteome, and Interactome in LPS-Activated Macrophages. J Proteome Res 2020; 19:3716-3731. [PMID: 32529831 PMCID: PMC11040592 DOI: 10.1021/acs.jproteome.0c00261] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
We have used mass spectrometry (MS) to characterize protein signaling in lipopolysaccharide (LPS)-stimulated macrophages from human blood, human THP1 cells, mouse bone marrow, and mouse Raw264.7 cells. Protein ADP-ribosylation was truncated down to phosphoribose, allowing for enrichment and identification of the resulting phosphoribosylated peptides alongside phosphopeptides. Size exclusion chromatography-MS (SEC-MS) was used to separate proteoforms by size; protein complexes were then identified by weighted correlation network analysis (WGCNA) based on their correlated movement into or out of SEC fractions following stimulation, presenting an analysis method for SEC-MS that does not rely on established databases. We highlight two modules of interest: one linked to the apoptosis signal-regulating kinase (ASK) signalosome and the other containing poly(ADP-ribose) polymerase 9 (PARP9). Finally, PARP inhibition was used to perturb the characterized systems, demonstrating the importance of ADP-ribosylation for the global interactome. All post-translational modification (PTM) and interactome data have been aggregated into a meta-database of 6729 proteins, with ADP-ribosylation characterized on 2905 proteins and phosphorylation characterized on 2669 proteins. This database-titled MAPCD, for Macrophage ADP-ribosylation, Phosphorylation, and Complex Dynamics-serves as an invaluable resource for studying crosstalk between the ADP-ribosylome, phosphoproteome, and interactome.
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8
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Brown KA, Tucholski T, Eken C, Knott S, Zhu Y, Jin S, Ge Y. High-Throughput Proteomics Enabled by a Photocleavable Surfactant. Angew Chem Int Ed Engl 2020; 59:8406-8410. [PMID: 32097521 PMCID: PMC7230032 DOI: 10.1002/anie.201915374] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/07/2020] [Indexed: 11/10/2022]
Abstract
Mass spectrometry (MS)-based proteomics provides unprecedented opportunities for understanding the structure and function of proteins in complex biological systems; however, protein solubility and sample preparation before MS remain a bottleneck preventing high-throughput proteomics. Herein, we report a high-throughput bottom-up proteomic method enabled by a newly developed MS-compatible photocleavable surfactant, 4-hexylphenylazosulfonate (Azo) that facilitates robust protein extraction, rapid enzymatic digestion (30 min compared to overnight), and subsequent MS-analysis following UV degradation. Moreover, we developed an Azo-aided bottom-up method for analysis of integral membrane proteins, which are key drug targets and are generally underrepresented in global proteomic studies. Furthermore, we demonstrated the ability of Azo to serve as an "all-in-one" MS-compatible surfactant for both top-down and bottom-up proteomics, with streamlined workflows for high-throughput proteomics amenable to clinical applications.
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Affiliation(s)
- Kyle A Brown
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Christian Eken
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Samantha Knott
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Yanlong Zhu
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Song Jin
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, 53706, USA
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9
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Affiliation(s)
- Kyle A. Brown
- Department of Chemistry University of Wisconsin-Madison Madison WI 53706 USA
| | - Trisha Tucholski
- Department of Chemistry University of Wisconsin-Madison Madison WI 53706 USA
| | - Christian Eken
- Department of Chemistry University of Wisconsin-Madison Madison WI 53706 USA
| | - Samantha Knott
- Department of Chemistry University of Wisconsin-Madison Madison WI 53706 USA
| | - Yanlong Zhu
- Department of Cell and Regenerative Biology University of Wisconsin-Madison Madison WI 53706 USA
| | - Song Jin
- Department of Chemistry University of Wisconsin-Madison Madison WI 53706 USA
| | - Ying Ge
- Department of Chemistry University of Wisconsin-Madison Madison WI 53706 USA
- Department of Cell and Regenerative Biology University of Wisconsin-Madison Madison WI 53706 USA
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10
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Smith LM, Thomas PM, Shortreed MR, Schaffer LV, Fellers RT, LeDuc RD, Tucholski T, Ge Y, Agar JN, Anderson LC, Chamot-Rooke J, Gault J, Loo JA, Paša-Tolić L, Robinson CV, Schlüter H, Tsybin YO, Vilaseca M, Vizcaíno JA, Danis PO, Kelleher NL. A five-level classification system for proteoform identifications. Nat Methods 2020; 16:939-940. [PMID: 31451767 DOI: 10.1038/s41592-019-0573-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Lloyd M Smith
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA.
| | - Paul M Thomas
- Department of Chemistry and Molecular Biosciences, Northwestern University, Evanston, IL, USA.,National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, IL, USA
| | | | - Leah V Schaffer
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Ryan T Fellers
- Department of Chemistry and Molecular Biosciences, Northwestern University, Evanston, IL, USA.,National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, IL, USA
| | - Richard D LeDuc
- Department of Chemistry and Molecular Biosciences, Northwestern University, Evanston, IL, USA.,National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, IL, USA
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Ying Ge
- Department of Cell and Regenerative Biology and Human Proteomics Program, University of Wisconsin-Madison, Madison, WI, USA
| | - Jeffrey N Agar
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA, USA
| | - Lissa C Anderson
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Tallahassee, FL, USA
| | | | - Joseph Gault
- Department of Chemistry, University of Oxford, Oxford, UK
| | - Joseph A Loo
- Department of Chemistry and Biochemistry, University of California, Los Angeles, CA, USA
| | - Ljiljana Paša-Tolić
- Environmental Molecular Sciences Laboratory and Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | | | | | | | | | - Juan Antonio Vizcaíno
- European Molecular Biology Laboratory, European Bioinformatics Institute, Cambridge, UK
| | - Paul O Danis
- Consortium for Top Down Proteomics, Cambridge, MA, USA
| | - Neil L Kelleher
- Department of Chemistry and Molecular Biosciences, Northwestern University, Evanston, IL, USA. .,National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, IL, USA.
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11
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Melby JA, Jin Y, Lin Z, Tucholski T, Wu Z, Gregorich ZR, Diffee GM, Ge Y. Top-Down Proteomics Reveals Myofilament Proteoform Heterogeneity among Various Rat Skeletal Muscle Tissues. J Proteome Res 2019; 19:446-454. [PMID: 31647247 DOI: 10.1021/acs.jproteome.9b00623] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Heterogeneity in skeletal muscle contraction time, peak power output, and resistance to fatigue, among others, is necessary to accommodate the wide range of functional demands imposed on the body. Underlying this functional heterogeneity are a myriad of differences in the myofilament protein isoform expression and post-translational modifications; yet, characterizing this heterogeneity remains challenging. Herein, we have utilized top-down liquid chromatography (LC)-mass spectrometry (MS)-based proteomics to characterize myofilament proteoform heterogeneity in seven rat skeletal muscle tissues including vastus lateralis, vastus medialis, vastus intermedius, rectus femoris, soleus, gastrocnemius, and plantaris. Top-down proteomics revealed that myofilament proteoforms varied greatly across the seven different rat skeletal muscle tissues. Subsequently, we quantified and characterized myofilament proteoforms using online LC-MS. We have comprehensively characterized the fast and slow skeletal troponin I isoforms, which demonstrates the ability of top-down MS to decipher isoforms with high sequence homology. Taken together, we have shown that top-down proteomics can be used as a robust and high-throughput method to characterize the molecular heterogeneity of myofilament proteoforms from various skeletal muscle tissues.
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12
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Cai W, Zhang J, de Lange WJ, Gregorich ZR, Karp H, Farrell ET, Mitchell SD, Tucholski T, Lin Z, Biermann M, McIlwain SJ, Ralphe JC, Kamp TJ, Ge Y. An Unbiased Proteomics Method to Assess the Maturation of Human Pluripotent Stem Cell-Derived Cardiomyocytes. Circ Res 2019; 125:936-953. [PMID: 31573406 DOI: 10.1161/circresaha.119.315305] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
RATIONALE Human pluripotent stem cell (hPSC)-derived cardiomyocytes exhibit the properties of fetal cardiomyocytes, which limits their applications. Various methods have been used to promote maturation of hPSC-cardiomyocytes; however, there is a lack of an unbiased and comprehensive method for accurate assessment of the maturity of hPSC-cardiomyocytes. OBJECTIVE We aim to develop an unbiased proteomics strategy integrating high-throughput top-down targeted proteomics and bottom-up global proteomics for the accurate and comprehensive assessment of hPSC-cardiomyocyte maturation. METHODS AND RESULTS Utilizing hPSC-cardiomyocytes from early- and late-stage 2-dimensional monolayer culture and 3-dimensional engineered cardiac tissue, we demonstrated the high reproducibility and reliability of a top-down proteomics method, which enabled simultaneous quantification of contractile protein isoform expression and associated post-translational modifications. This method allowed for the detection of known maturation-associated contractile protein alterations and, for the first time, identified contractile protein post-translational modifications as promising new markers of hPSC-cardiomyocytes maturation. Most notably, decreased phosphorylation of α-tropomyosin was found to be associated with hPSC-cardiomyocyte maturation. By employing a bottom-up global proteomics strategy, we identified candidate maturation-associated markers important for sarcomere organization, cardiac excitability, and Ca2+ homeostasis. In particular, upregulation of myomesin 1 and transmembrane 65 was associated with hPSC-cardiomyocyte maturation and validated in cardiac development, making these promising markers for assessing maturity of hPSC-cardiomyocytes. We have further validated α-actinin isoforms, phospholamban, dystrophin, αB-crystallin, and calsequestrin 2 as novel maturation-associated markers, in the developing mouse cardiac ventricles. CONCLUSIONS We established an unbiased proteomics method that can provide accurate and specific assessment of the maturity of hPSC-cardiomyocytes and identified new markers of maturation. Furthermore, this integrated proteomics strategy laid a strong foundation for uncovering the molecular pathways involved in cardiac development and disease using hPSC-cardiomyocytes.
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Affiliation(s)
- Wenxuan Cai
- From the Molecular and Cellular Pharmacology Training Program (W.C., S.D.M., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison
| | - Jianhua Zhang
- Department of Medicine (J.Z., Z.R.G., M.B., T.J.K.), University of Wisconsin-Madison
| | - Willem J de Lange
- Department of Pediatrics (W.J.d.L., E.T.F., J.C.R.), University of Wisconsin-Madison
| | - Zachery R Gregorich
- Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Medicine (J.Z., Z.R.G., M.B., T.J.K.), University of Wisconsin-Madison
| | - Hannah Karp
- Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison
| | - Emily T Farrell
- Department of Pediatrics (W.J.d.L., E.T.F., J.C.R.), University of Wisconsin-Madison
| | - Stanford D Mitchell
- From the Molecular and Cellular Pharmacology Training Program (W.C., S.D.M., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison
| | - Trisha Tucholski
- From the Molecular and Cellular Pharmacology Training Program (W.C., S.D.M., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Chemistry (T.T., Y.G.), University of Wisconsin-Madison.,Department of Biostatistics and Medical Informatics (T.T., S.J.M.), University of Wisconsin-Madison
| | - Ziqing Lin
- Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison.,Human Proteomics Program (Z.L., Y.G.), University of Wisconsin-Madison
| | - Mitch Biermann
- Department of Medicine (J.Z., Z.R.G., M.B., T.J.K.), University of Wisconsin-Madison
| | - Sean J McIlwain
- Department of Biostatistics and Medical Informatics (T.T., S.J.M.), University of Wisconsin-Madison.,UW Carbone Cancer Center (S.J.M.), University of Wisconsin-Madison
| | - J Carter Ralphe
- Department of Pediatrics (W.J.d.L., E.T.F., J.C.R.), University of Wisconsin-Madison
| | - Timothy J Kamp
- From the Molecular and Cellular Pharmacology Training Program (W.C., S.D.M., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Medicine (J.Z., Z.R.G., M.B., T.J.K.), University of Wisconsin-Madison
| | - Ying Ge
- From the Molecular and Cellular Pharmacology Training Program (W.C., S.D.M., T.J.K., Y.G.), University of Wisconsin-Madison.,Department of Cell and Regenerative Biology (W.C., Z.R.G., H.K., S.D.M., Z.L., T.J.K., Y.G.), University of Wisconsin-Madison.,Human Proteomics Program (Z.L., Y.G.), University of Wisconsin-Madison.,Department of Chemistry (T.T., Y.G.), University of Wisconsin-Madison
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13
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Schaffer LV, Tucholski T, Shortreed MR, Ge Y, Smith LM. Intact-Mass Analysis Facilitating the Identification of Large Human Heart Proteoforms. Anal Chem 2019; 91:10937-10942. [PMID: 31393705 DOI: 10.1021/acs.analchem.9b02343] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Proteoforms, the primary effectors of biological processes, are the different forms of proteins that arise from molecular processing events such as alternative splicing and post-translational modifications. Heart diseases exhibit changes in proteoform levels, motivating the development of a deeper understanding of the heart proteoform landscape. Our recently developed two-dimensional top-down proteomics platform coupling serial size exclusion chromatography (sSEC) to reversed-phase chromatography (RPC) expanded coverage of the human heart proteome and allowed observation of high-molecular weight proteoforms. However, most of these observed proteoforms were not identified due to the difficulty in obtaining quality tandem mass spectrometry (MS2) fragmentation data for large proteoforms from complex biological mixtures on a chromatographic time scale. Herein, we sought to identify human heart proteoforms in this data set using an enhanced version of Proteoform Suite, which identifies proteoforms by intact mass alone. Specifically, we added a new feature to Proteoform Suite to determine candidate identifications for isotopically unresolved proteoforms larger than 50 kDa, enabling subsequent MS2 identification of important high-molecular weight human heart proteoforms such as lamin A (72 kDa) and trifunctional enzyme subunit α (79 kDa). With this new workflow for large proteoform identification, endogenous human cardiac myosin binding protein C (140 kDa) was identified for the first time. This study demonstrates the integration of our sSEC-RPC-MS proteomics platform with intact-mass analysis through Proteoform Suite to create a catalog of human heart proteoforms and facilitate the identification of large proteoforms in complex systems.
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Affiliation(s)
- Leah V Schaffer
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Trisha Tucholski
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Michael R Shortreed
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Ying Ge
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States.,Department of Cell and Regenerative Biology , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States.,Human Proteomics Program , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States
| | - Lloyd M Smith
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
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14
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Schaffer LV, Millikin RJ, Miller RM, Anderson LC, Fellers RT, Ge Y, Kelleher NL, LeDuc RD, Liu X, Payne SH, Sun L, Thomas PM, Tucholski T, Wang Z, Wu S, Wu Z, Yu D, Shortreed MR, Smith LM. Identification and Quantification of Proteoforms by Mass Spectrometry. Proteomics 2019; 19:e1800361. [PMID: 31050378 PMCID: PMC6602557 DOI: 10.1002/pmic.201800361] [Citation(s) in RCA: 123] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 04/07/2019] [Indexed: 12/29/2022]
Abstract
A proteoform is a defined form of a protein derived from a given gene with a specific amino acid sequence and localized post-translational modifications. In top-down proteomic analyses, proteoforms are identified and quantified through mass spectrometric analysis of intact proteins. Recent technological developments have enabled comprehensive proteoform analyses in complex samples, and an increasing number of laboratories are adopting top-down proteomic workflows. In this review, some recent advances are outlined and current challenges and future directions for the field are discussed.
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Affiliation(s)
- Leah V. Schaffer
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Robert J. Millikin
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Rachel M. Miller
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Lissa C. Anderson
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Tallahassee, Florida 32310, United States
| | - Ryan T. Fellers
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
- Department of Cell and Regenerative Biology and Human Proteomics Program, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Neil L. Kelleher
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
- Department of Chemistry and Molecular Biosciences and the Division of Hematology-Oncology, Northwestern University, Evanston, Illinois 60208, United States
| | - Richard D. LeDuc
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Xiaowen Liu
- Department of BioHealth Informatics, Indiana University-Purdue University, Indianapolis, Indiana 46202, United States
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana 46202, United States
| | - Samuel H. Payne
- Department of Biology, Brigham Young University, Provo, UT 84602
| | - Liangliang Sun
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States
| | - Paul M. Thomas
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Zhe Wang
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Si Wu
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Zhijie Wu
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Dahang Yu
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Michael R. Shortreed
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Lloyd M. Smith
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
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15
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Lin Z, Wei L, Cai W, Zhu Y, Tucholski T, Mitchell SD, Guo W, Ford SP, Diffee GM, Ge Y. Simultaneous Quantification of Protein Expression and Modifications by Top-down Targeted Proteomics: A Case of the Sarcomeric Subproteome. Mol Cell Proteomics 2019; 18:594-605. [PMID: 30591534 PMCID: PMC6398208 DOI: 10.1074/mcp.tir118.001086] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Revised: 12/08/2018] [Indexed: 12/14/2022] Open
Abstract
Determining changes in protein expression and post-translational modifications (PTMs) is crucial for elucidating cellular signal transduction and disease mechanisms. Conventional antibody-based approaches have inherent problems such as the limited availability of high-quality antibodies and batch-to-batch variation. Top-down mass spectrometry (MS)-based proteomics has emerged as the most powerful method for characterization and quantification of protein modifications. Nevertheless, robust methods to simultaneously determine changes in protein expression and PTMs remain lacking. Herein, we have developed a straightforward and robust top-down liquid chromatography (LC)/MS-based targeted proteomics platform for simultaneous quantification of protein expression and PTMs with high throughput and high reproducibility. We employed this method to analyze the sarcomeric subproteome from various muscle types of different species, which successfully revealed skeletal muscle heterogeneity and cardiac developmental changes in sarcomeric protein isoform expression and PTMs. As demonstrated, this targeted top-down proteomics platform offers an excellent 'antibody-independent' alternative for the accurate quantification of sarcomeric protein expression and PTMs concurrently in complex mixtures, which is generally applicable to different species and various tissue types.
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Affiliation(s)
- Ziqing Lin
- From the ‡Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705
- §Human Proteomics Program, University of Wisconsin-Madison, Madison, WI 53705
| | - Liming Wei
- From the ‡Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705
- ¶Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, P. R. China
| | - Wenxuan Cai
- From the ‡Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705
- ‖Molecular & Cellular Pharmacology Training Program, University of Wisconsin-Madison, Madison, WI 53705
| | - Yanlong Zhu
- From the ‡Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705
- §Human Proteomics Program, University of Wisconsin-Madison, Madison, WI 53705
| | - Trisha Tucholski
- **Department of Chemistry, University of Wisconsin-Madison, Madison, WI 53706
| | - Stanford D Mitchell
- From the ‡Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705
- ‖Molecular & Cellular Pharmacology Training Program, University of Wisconsin-Madison, Madison, WI 53705
| | - Wei Guo
- ‡‡Department of Animal Science, Fetal Programming Center, University of Wyoming, Laramie, Wyoming 82071
| | - Stephen P Ford
- ‡‡Department of Animal Science, Fetal Programming Center, University of Wyoming, Laramie, Wyoming 82071
| | - Gary M Diffee
- §§Department of Kinesiology, University of Wisconsin-Madison, Madison, WI 53705
| | - Ying Ge
- From the ‡Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705;
- §Human Proteomics Program, University of Wisconsin-Madison, Madison, WI 53705
- ‖Molecular & Cellular Pharmacology Training Program, University of Wisconsin-Madison, Madison, WI 53705
- **Department of Chemistry, University of Wisconsin-Madison, Madison, WI 53706
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16
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Tucholski T, Knott SJ, Chen B, Pistono P, Lin Z, Ge Y. A Top-Down Proteomics Platform Coupling Serial Size Exclusion Chromatography and Fourier Transform Ion Cyclotron Resonance Mass Spectrometry. Anal Chem 2019; 91:3835-3844. [PMID: 30758949 DOI: 10.1021/acs.analchem.8b04082] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Mass spectrometry (MS) based top-down proteomics provides rich information about proteoforms arising from combinatorial amino acid sequence variations and post-translational modifications (PTMs). Fourier transform ion cyclotron resonance (FT-ICR) MS affords ultrahigh resolving power and provides high-accuracy mass measurements, presenting a powerful tool for top-down MS characterization of proteoforms. However, the detection and characterization of large proteins from complex mixtures remain challenging due to the exponential decrease in S: N with increasing molecular weight (MW) and coeluting low-MW proteins; thus, size-based fractionation of complex protein mixtures prior to MS analysis is necessary. Here, we directly combine MS-compatible serial size exclusion chromatography (sSEC) fractionation with 12 T FT-ICR MS for targeted top-down characterization of proteins from complex mixtures extracted from human and swine heart tissue. Benefiting from the ultrahigh resolving power of FT-ICR, we isotopically resolved 31 distinct proteoforms (30-50 kDa) simultaneously in a single mass spectrum within a 100 m/ z window. Notably, within a 5 m/ z window, we obtained baseline isotopic resolution for 6 distinct large proteoforms (30-50 kDa). The ultrahigh resolving power of FT-ICR MS combined with sSEC fractionation enabled targeted top-down analysis of large proteoforms (>30 kDa) from the human heart proteome without extensive chromatographic separation or protein purification. Further separation of proteoforms inside the mass spectrometer (in-MS) allowed for isolation of individual proteoforms and targeted electron capture dissociation (ECD), yielding high sequence coverage. sSEC/FT-ICR ECD facilitated the identification and sequence characterization of important metabolic enzymes. This platform, which facilitates deep interrogation of proteoform primary structure, is highly tunable, allows for adjustment of MS and MS/MS parameters in real time, and can be utilized for a variety of complex protein mixtures.
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Affiliation(s)
- Trisha Tucholski
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States.,Human Proteomics Program , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States
| | - Samantha J Knott
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States.,Human Proteomics Program , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States
| | - Bifan Chen
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States.,Human Proteomics Program , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States
| | - Paige Pistono
- Department of Biochemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Ziqing Lin
- Department of Cell and Regenerative Biology , University of Wisconsin-Madison , 1111 Highland Avenue , WIMR II 8551, Madison , Wisconsin 53705 , United States
| | - Ying Ge
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States.,Human Proteomics Program , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States.,Department of Cell and Regenerative Biology , University of Wisconsin-Madison , 1111 Highland Avenue , WIMR II 8551, Madison , Wisconsin 53705 , United States
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17
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Liang Y, Jin Y, Wu Z, Tucholski T, Brown KA, Zhang L, Zhang Y, Ge Y. Bridged Hybrid Monolithic Column Coupled to High-Resolution Mass Spectrometry for Top-Down Proteomics. Anal Chem 2019; 91:1743-1747. [PMID: 30668094 DOI: 10.1021/acs.analchem.8b05817] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Top-down mass spectrometry (MS)-based proteomics has become a powerful tool for comprehensive characterization of intact proteins. However, because of the high complexity of the proteome, highly effective separation of intact proteins from complex mixtures prior to MS analysis remains challenging. Monolithic columns have shown great promise for intact protein separation due to their high permeability, low backpressure, and fast mass transfer. Herein, for the first time, we developed bridged hybrid bis(triethoxysilyl)ethylene (BTSEY) monolith with C8 functional groups (C8@BTSEY) for highly effective protein separation and coupled it to high-resolution MS for identification of intact proteins from complex protein mixtures. We have optimized mobile phase conditions of our monolith-based reverse-phase chromatography (RPC) for online liquid chromatography (LC)-MS analysis and evaluated separation reproducibility of the C8@BTSEY column. We further assessed the chromatographic performance of this column by separating a complex protein mixture extracted from swine heart tissue. Using our monolithic column (i.d. 100 μm × 35 cm), we separated over 300 proteoforms (up to 104 kDa) from 360 ng of protein mixture in an 80 min one-dimensional (1D) LC run. The highly effective separation and recovery of intact proteins from this monolithic column allowed unambiguous identification of ∼100 proteoforms including a large protein, αactinin2 (103.77 kDa), by online 1D LC-MS/MS analysis for the first time. As demonstrated, this C8@BTSEY column is reproducible and effective in separation of intact proteins, which shows high promise for top-down proteomics.
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Affiliation(s)
- Yu Liang
- Department of Cell and Regenerative Biology , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States.,CAS Key Lab of Separation Sciences for Analytical Chemistry, National Chromatographic Research and Analysis Center , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian , Liaoning 116023 , China
| | - Yutong Jin
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Zhijie Wu
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Trisha Tucholski
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Kyle A Brown
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Lihua Zhang
- CAS Key Lab of Separation Sciences for Analytical Chemistry, National Chromatographic Research and Analysis Center , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian , Liaoning 116023 , China
| | - Yukui Zhang
- CAS Key Lab of Separation Sciences for Analytical Chemistry, National Chromatographic Research and Analysis Center , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian , Liaoning 116023 , China
| | - Ying Ge
- Department of Cell and Regenerative Biology , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States.,Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States.,Human Proteomics Program, School of Medicine and Public Health , University of Wisconsin-Madison , Madison , Wisconsin 53705 , United States
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18
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Chen B, Guo X, Tucholski T, Lin Z, McIlwain S, Ge Y. The Impact of Phosphorylation on Electron Capture Dissociation of Proteins: A Top-Down Perspective. J Am Soc Mass Spectrom 2017; 28:1805-1814. [PMID: 28685494 PMCID: PMC5711594 DOI: 10.1007/s13361-017-1710-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Revised: 05/04/2017] [Accepted: 05/07/2017] [Indexed: 05/12/2023]
Abstract
Electron capture dissociation (ECD) is well suited for the characterization of phosphoproteins, with which labile phosphate groups are generally preserved during the fragmentation process. However, the impact of phosphorylation on ECD fragmentation of intact proteins remains unclear. Here, we have performed a systematic investigation of the phosphorylation effect on ECD of intact proteins by comparing the ECD cleavages of mono-phosphorylated α-casein, multi-phosphorylated β-casein, and immunoaffinity-purified phosphorylated cardiac troponin I with those of their unphosphorylated counterparts, respectively. In contrast to phosphopeptides, phosphorylation has significantly reduced deleterious effects on the fragmentation of intact proteins during ECD. On a global scale, the fragmentation patterns are highly comparable between unphosphorylated and phosphorylated precursors under the same ECD conditions, despite a slight decrease in the number of fragment ions observed for the phosphorylated forms. On a local scale, single phosphorylation of intact proteins imposes minimal effects on fragmentation near the phosphorylation sites, but multiple phosphorylations in close proximity result in a significant reduction of ECD bond cleavages. Graphical Abstract ᅟ.
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Affiliation(s)
- Bifan Chen
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Xiao Guo
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA
| | - Ziqing Lin
- Department of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Sean McIlwain
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA
- UW Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
- Human Proteomics Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
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19
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Cai W, Tucholski T, Chen B, Alpert AJ, McIlwain S, Kohmoto T, Jin S, Ge Y. Top-Down Proteomics of Large Proteins up to 223 kDa Enabled by Serial Size Exclusion Chromatography Strategy. Anal Chem 2017; 89:5467-5475. [PMID: 28406609 DOI: 10.1021/acs.analchem.7b00380] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Mass spectrometry (MS)-based top-down proteomics is a powerful method for the comprehensive analysis of proteoforms that arise from genetic variations and post-translational modifications (PTMs). However, top-down MS analysis of high molecular weight (MW) proteins remains challenging mainly due to the exponential decay of signal-to-noise ratio with increasing MW. Size exclusion chromatography (SEC) is a favored method for size-based separation of biomacromolecules but typically suffers from low resolution. Herein, we developed a serial size exclusion chromatography (sSEC) strategy to enable high-resolution size-based fractionation of intact proteins (10-223 kDa) from complex protein mixtures. The sSEC fractions could be further separated by reverse phase chromatography (RPC) coupled online with high-resolution MS. We have shown that two-dimensional (2D) sSEC-RPC allowed for the identification of 4044 more unique proteoforms and a 15-fold increase in the detection of proteins above 60 kDa, compared to one-dimensional (1D) RPC. Notably, effective sSEC-RPC separation of proteins significantly enhanced the detection of high MW proteins up to 223 kDa and also revealed low abundance proteoforms that are post-translationally modified. This sSEC method is MS-friendly, robust, and reproducible and, thus, can be applied to both high-efficiency protein purification and large-scale proteomics analysis of cell or tissue lysate for enhanced proteome coverage, particularly for low abundance and high MW proteoforms.
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Affiliation(s)
- Wenxuan Cai
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,Molecular and Cellular Pharmacology Training Program, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison , Madison, Wisconsin 53706, United States
| | - Bifan Chen
- Department of Chemistry, University of Wisconsin-Madison , Madison, Wisconsin 53706, United States
| | - Andrew J Alpert
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,PolyLC Inc. , Columbia, Maryland 21045, United States
| | - Sean McIlwain
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,UW Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Takushi Kohmoto
- Department of Surgery, School of Medicine and Public Health, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States
| | - Song Jin
- Department of Chemistry, University of Wisconsin-Madison , Madison, Wisconsin 53706, United States
| | - Ying Ge
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,Molecular and Cellular Pharmacology Training Program, University of Wisconsin-Madison , Madison, Wisconsin 53705, United States.,Department of Chemistry, University of Wisconsin-Madison , Madison, Wisconsin 53706, United States
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