1
|
Siebels B, Moritz M, Hübler D, Gocke A, Riedner M, Voß H, Schlüter H. Assay for Characterizing Adsorption-Properties of Surfaces (APS). Chemistry 2024:e202403000. [PMID: 39189660 DOI: 10.1002/chem.202403000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 08/26/2024] [Indexed: 08/28/2024]
Abstract
Analytes, from sample preparation, until entering an analytical instrument, are prone to adsorb to surfaces, driven by the chemical properties of the surface and the liquids they are dissolved in. This problem can be addressed with internal standards when a single or few known analytes are quantified that are usually not available in omics. However, minimal to no loss of analytes is the aim. Here, we present a novel assay for qualifying and quantifying interactions responsible for adsorption of molecules to surfaces (APS) by using LC-MS/MS-based differential quantitative analysis. To reflect a broad range of chemical interactions with surfaces, a reference mixture of thousands of tryptic peptides, with known compositions was selected, representing a variety of different chemical characteristics. The assay was tested by investigating the adsorption properties of several different vials with different surface chemistries. A significant number of hydrophobic peptides adsorbed to conventional polypropylene vials. In contrast, only few peptides adsorbed to polypropylene vials, assigned as low-protein-binding. The highest number of peptides adsorbed to glass vials driven by electrostatic interactions. In summary, the new assay is suitable to characterize adsorption properties of different surfaces and to approximate the loss of analytes during sample preparation.
Collapse
Affiliation(s)
- Bente Siebels
- Section Mass Spectrometry and Proteomics, University Medical Center Hamburg-Eppendorf, Martininstr. 52, Hamburg, 20246, Germany
| | - Manuela Moritz
- Section Mass Spectrometry and Proteomics, University Medical Center Hamburg-Eppendorf, Martininstr. 52, Hamburg, 20246, Germany
| | - Diana Hübler
- Eppendorf SE, Barkhausenweg 1, Hamburg, 22339, Germany
| | - Antonia Gocke
- Section Mass Spectrometry and Proteomics, University Medical Center Hamburg-Eppendorf, Martininstr. 52, Hamburg, 20246, Germany
| | - Maria Riedner
- Technology Platform Mass Spectrometry, University Administration, University of Hamburg, Mittelweg 177, Hamburg, 20148, Germany
| | - Hannah Voß
- Section Mass Spectrometry and Proteomics, University Medical Center Hamburg-Eppendorf, Martininstr. 52, Hamburg, 20246, Germany
| | - Hartmut Schlüter
- Section Mass Spectrometry and Proteomics, University Medical Center Hamburg-Eppendorf, Martininstr. 52, Hamburg, 20246, Germany
| |
Collapse
|
2
|
Zenin V, Tsedilin A, Yurkova M, Siniavin A, Fedorov A. Thermostable chaperone-based polypeptide biosynthesis: Enfuvirtide model product quality and protocol-related impurities. PLoS One 2023; 18:e0286752. [PMID: 37289764 PMCID: PMC10249821 DOI: 10.1371/journal.pone.0286752] [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: 11/03/2022] [Accepted: 05/23/2023] [Indexed: 06/10/2023] Open
Abstract
Large peptide biosynthesis is a valuable alternative to conventional chemical synthesis. Enfuvirtide, the largest therapeutic peptide used in HIV infection treatment, was synthesized in our thermostable chaperone-based peptide biosynthesis system and evaluated for peptide quality as well as the profile of process-related impurities. Host cell proteins (HCPs) and BrCN cleavage-modified peptides were evaluated by LC-MS in intermediate. Cleavage modifications during the reaction were assessed after LC-MS maps were aligned by simple in-house algorithm and formylation/oxidation levels were estimated. Circular dichroism spectra of the obtained enfuvirtide were compared to the those of the chemically- synthesized standard product. Final-product endotoxin and HCPs content were assessed resulting 1.06 EU/mg and 5.58 ppm respectively. Peptide therapeutic activity was measured using the MT-4 cells HIV infection-inhibition model. The biosynthetic peptide IC50 was 0.0453 μM while the standard one had 0.0180 μM. Non-acylated C-terminus was proposed as a cause of IC50 and CD spectra difference. Otherwise, the peptide has met all the requirements of the original chemically synthesized enfuvirtide in the cell-culture and in vivo experiments.
Collapse
Affiliation(s)
- Vladimir Zenin
- Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, Moscow, Russian Federation
| | - Andrey Tsedilin
- Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, Moscow, Russian Federation
| | - Maria Yurkova
- Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, Moscow, Russian Federation
| | - Andrey Siniavin
- Ivanovsky Institute of Virology, N.F. Gamaleya National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation, Moscow, Russian Federation
| | - Alexey Fedorov
- Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, Moscow, Russian Federation
| |
Collapse
|
3
|
Recombinant Spider Silk Fiber with High Dimensional Stability in Water and Its NMR Characterization. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27238479. [PMID: 36500566 PMCID: PMC9739919 DOI: 10.3390/molecules27238479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 12/01/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022]
Abstract
Spider dragline silk has unique characteristics of strength and extensibility, including supercontraction. When we use it as a biomaterial or material for textiles, it is important to suppress the effect of water on the fiber by as much as possible in order to maintain dimensional stability. In order to produce spider silk with a highly hydrophobic character, based on the sequence of ADF-3 silk, we produced recombinant silk (RSSP(VLI)) where all QQ sequences were replaced by VL, while single Q was replaced by I. The artificial RSSP(VLI) fiber was prepared using formic acid as the spinning solvent and methanol as the coagulant solvent. The dimensional stability and water absorption experiments of the fiber were performed for eight kinds of silk fiber. RSSP(VLI) fiber showed high dimensional stability, which is suitable for textiles. A remarkable decrease in the motion of the fiber in water was made evident by 13C solid-state NMR. This study using 13C solid-state NMR is the first trial to put spider silk to practical use and provide information regarding the molecular design of new recombinant spider silk materials with high dimensional stability in water, allowing recombinant spider silk proteins to be used in next-generation biomaterials and materials for textiles.
Collapse
|
4
|
Pn-AqpC-Mediated Fermentation Pattern Coordination with the Two-Component System 07 Regulates Host N-Glycan Degradation of Streptococcus pneumoniae. Microbiol Spectr 2022; 10:e0249622. [PMID: 36106896 PMCID: PMC9603416 DOI: 10.1128/spectrum.02496-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
The opportunistic pathogen Streptococcus pneumoniae (pneumococcus) is a human nasopharyngeal commensal, and host N-glycan metabolism promotes its colonization and invasion. It has been reported that glucose represses, while fetuin, a glycoconjugated model protein, induces, the genes involved in N-glycan degradation through the two-component system TCS07. However, the mechanisms of glucose repression and TCS07 induction remain unknown. Previously, we found that the pneumococcal aquaglyceroporin Pn-AqpC facilitates oxygen uptake, thereby contributing to the antioxidant potential and virulence. In this study, through Tandem Mass Tag (TMT) quantitative proteomics, we found that the deletion of Pn-aqpC caused a marked upregulation of 11 proteins involved in N-glycan degradation in glucose-grown pneumococcus R6. Both quantitative RT-PCR and GFP fluorescence reporters revealed that the upregulation of N-glycan genes was completely dependent on response regulator (RR) 07, but not on the histidine kinase HK07 of TCS07 or the phosphoryl-receiving aspartate residue of RR07 in ΔPn-aqpC, indicating that RR07 was activated in an HK07-independent manner when Pn-AqpC was absent. The deletion of Pn-aqpC also enhanced the expression of pyruvate formate lyase and increased formate production, probably due to reduced cellular oxygen content, indicating that a shunt of glucose catabolism to mixed acid fermentation occurs. Notably, formate induced the N-glycan degradation genes in glucose-grown R6, but the deletion of rr07 abolished this induction, indicating that formate activates RR07. However, the induction of N-glycan degradation proteins reduced the intraspecies competition of R6 in glucose. Therefore, although N-glycan degradation promotes pneumococcal pathogenesis, the glucose metabolites-based RR07 regulation reported here is of importance for balancing growth fitness and the pathogenicity of pneumococcus. IMPORTANCE Pneumococcus, a human opportunistic pathogen, is capable of metabolizing host complex N-glycans. N-glycan degradation promotes pneumococcus colonization in the nasopharynx as well as invasion into deeper tissues, thus significantly contributing to pathogenesis. It is known that the two-component system 07 induces the N-glycan metabolizing genes; however, how TCS07 is activated remains unknown. This study reveals that formate, the anaerobic fermentation metabolite of pneumococcus, is a novel activator of the response regulator (RR) 07. Although the high expression of N-glycan degradation genes promotes pneumococcal colonization in the nasopharynx and pathogenesis, this reduces pneumococcal growth fitness in glucose as indicated in this work. Notably, the presence of Pn-AqpC, an oxygen-transporting aquaglyceroporin, enables pneumococcus to maintain glucose homolactic acid fermentation, thus reducing formate production, maintaining RR07 inactivation, and controlling N-glycan degrading genes at a non-induced status. Thus, this study highlights a novel fermentation metabolism pattern linking TCS-regulated carbohydrate utilization strategies as a trade-off between the fitness and the pathogenicity of pneumococcus.
Collapse
|
5
|
Asakura T, Matsuda H, Naito A, Abe Y. Formylation of Recombinant Spider Silk in Formic Acid and Wet Spinning Studied Using Nuclear Magnetic Resonance and Infrared Spectroscopies. ACS Biomater Sci Eng 2022; 8:2390-2402. [PMID: 35532754 DOI: 10.1021/acsbiomaterials.2c00151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We reported wet spinning of recombinant spider silk protein (RSSP) and formylation of RSSP in formic acid (FA). First, FA was selected as the spinning solvent and the detailed spinning condition was determined. Next, the mechanical property was compared between the RSSP fiber spun after allowing the spinning solution dissolved in FA to stand for 2 days and the fiber spun immediately after being dissolved in FA for 4 h. The tensile strength of the former fiber was lower than the strength of the latter fiber. This difference can be explained by the difference in the degree of formylation as follows. FA is a known formylating agent, although most researchers who prepared silk fiber by wet spinning with FA have not pointed out about formylation. The formylation of the Ser OH group was confirmed by 13C solution nuclear magnetic resonance (NMR), and the time course of formylation of the RSSP film prepared from the FA solution was tracked by Fourier transform infrared spectroscopy. The 13C solid-state NMR spectra were also compared between two kinds of the formylated RSSP fibers and indicated that the packing state was tighter for the latter fiber than the former one, which could explain higher tensile strength of the latter fiber in the dry state. The sodium dodecyl sulfate-polyacrylamide gel electrophoresis analysis indicated that the RSSP sample decomposed gradually with storage time in FA and the decomposition has begun partly even at 2 h after dissolution in FA. The decomposition by formylation seems to have no significant effect on the backbone structure of the RSSP fiber, although the packing of the fiber becomes loose as a whole. Finally, preliminary trial of deformylation of the formylated RSSP fiber was performed.
Collapse
Affiliation(s)
- Tetsuo Asakura
- Department of Biotechnology, Tokyo University of Agriculture and Technology, 2-24-16 Nakacho, Koganei, Tokyo 184-8588, Japan
| | - Hironori Matsuda
- Department of Biotechnology, Tokyo University of Agriculture and Technology, 2-24-16 Nakacho, Koganei, Tokyo 184-8588, Japan
| | - Akira Naito
- Department of Biotechnology, Tokyo University of Agriculture and Technology, 2-24-16 Nakacho, Koganei, Tokyo 184-8588, Japan
| | - Yunoske Abe
- Spiber Inc., 234-1 Mizukami, Kakuganji, Tsuruoka, Yamagata 997-0052, Japan
| |
Collapse
|
6
|
A systematic evaluation of yeast sample preparation protocols for spectral identifications, proteome coverage and post-isolation modifications. J Proteomics 2022; 261:104576. [DOI: 10.1016/j.jprot.2022.104576] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/17/2022] [Accepted: 03/17/2022] [Indexed: 11/20/2022]
|
7
|
Zhi Y, Jia L, Shen J, Li J, Chen Z, Zhu B, Hao Z, Xu Y, Sun S. Formylation: an undesirable modification on glycopeptides and glycans during storage in formic acid solution. Anal Bioanal Chem 2022; 414:3311-3317. [PMID: 35229171 DOI: 10.1007/s00216-022-03989-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/17/2022] [Accepted: 02/23/2022] [Indexed: 11/30/2022]
Abstract
In glycomic and glycoproteomic studies, solutions containing diluted organic acids such as formic acid (FA) have been widely used for dissolving intact glycopeptide and glycan samples prior to mass spectrometry analysis. Here, we show that an undesirable + 28 Da modification occurred in a time-dependent manner when the glycan and glycopeptide samples were stored in FA solution at - 20 °C. We confirmed that this unexpected modification was caused by formylation between the hydroxyl groups of glycans and FA with a relatively low reaction rate. As this incomplete modification affected the glycan and glycopeptide identification and quantification in glycomic and glycoproteomic studies, the storage at - 20 °C should be avoided once the glycan and glycopeptide samples have been dissolved in FA solution.
Collapse
Affiliation(s)
- Yuan Zhi
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Li Jia
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Jiechen Shen
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Jun Li
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Zexuan Chen
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Bojing Zhu
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Zhifang Hao
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Yintai Xu
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China
| | - Shisheng Sun
- College of Life Sciences, Northwest University, Xi'an, Shaanxi Province, 710069, People's Republic of China.
| |
Collapse
|
8
|
Presence of β-Turn Structure in Recombinant Spider Silk Dissolved in Formic Acid Revealed with NMR. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27020511. [PMID: 35056828 PMCID: PMC8778467 DOI: 10.3390/molecules27020511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/10/2022] [Accepted: 01/12/2022] [Indexed: 11/23/2022]
Abstract
Spider dragline silk is a biopolymer with excellent mechanical properties. The development of recombinant spider silk protein (RSP)-based materials with these properties is desirable. Formic acid (FA) is a spinning solvent for regenerated Bombyx mori silk fiber with excellent mechanical properties. To use FA as a spinning solvent for RSP with the sequence of major ampullate spider silk protein from Araneus diadematus, we determined the conformation of RSP in FA using solution NMR to determine the role of FA as a spinning solvent. We assigned 1H, 13C, and 15N chemical shifts to 32-residue repetitive sequences, including polyAla and Gly-rich regions of RSP. Chemical shift evaluation revealed that RSP is in mainly random coil conformation with partially type II β-turn structure in the Gly-Pro-Gly-X motifs of the Gly-rich region in FA, which was confirmed by the 15N NOE data. In addition, formylation at the Ser OH groups occurred in FA. Furthermore, we evaluated the conformation of the as-cast film of RSP dissolved in FA using solid-state NMR and found that β-sheet structure was predominantly formed.
Collapse
|
9
|
Sanchez Ramirez DO, Cruz-Maya I, Vineis C, Guarino V, Tonetti C, Varesano A. Wool Keratin-Based Nanofibres-In Vitro Validation. Bioengineering (Basel) 2021; 8:224. [PMID: 34940377 PMCID: PMC8698655 DOI: 10.3390/bioengineering8120224] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/13/2021] [Accepted: 12/14/2021] [Indexed: 11/17/2022] Open
Abstract
Protein-based nanofibres are commonly used in the biomedical field to support cell growth. For this study, the cell viability of wool keratin-based nanofibres was tested. Membranes were obtained by electrospinning using formic acid, hexafluoroisopropanol, and water as solvents. For aqueous solutions, polyethylene oxide blended with keratin was employed, and their use to support in vitro cell interactions was also validated. Morphological characterization and secondary structure quantification were carried out by SEM and FTIR analyses. Although formic acid produced the best nanofibres from a morphological point of view, the results showed a better response to cell proliferation after 14 days in the case of fibres from hexafluoroisopropanol solution. Polyethylene oxide in keratin nanofibres was demonstrated, over time, to influence in vitro cell interactions, modifying membranes-wettability and reducing the contact between keratin chains and water molecules, respectively.
Collapse
Affiliation(s)
- Diego Omar Sanchez Ramirez
- National Research Council-Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing (CNR-STIIMA), Corso Giuseppe Pella 16, 13900 Biella, Italy; (C.V.); (C.T.); (A.V.)
| | - Iriczalli Cruz-Maya
- National Research Council-Institute for Polymers, Composites and Biomaterials (CNR-IPCB), Mostra d’Oltremare, Pad. 20, V.le J.F. Kennedy 54, 80125 Napoli, Italy;
| | - Claudia Vineis
- National Research Council-Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing (CNR-STIIMA), Corso Giuseppe Pella 16, 13900 Biella, Italy; (C.V.); (C.T.); (A.V.)
| | - Vincenzo Guarino
- National Research Council-Institute for Polymers, Composites and Biomaterials (CNR-IPCB), Mostra d’Oltremare, Pad. 20, V.le J.F. Kennedy 54, 80125 Napoli, Italy;
| | - Cinzia Tonetti
- National Research Council-Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing (CNR-STIIMA), Corso Giuseppe Pella 16, 13900 Biella, Italy; (C.V.); (C.T.); (A.V.)
| | - Alessio Varesano
- National Research Council-Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing (CNR-STIIMA), Corso Giuseppe Pella 16, 13900 Biella, Italy; (C.V.); (C.T.); (A.V.)
| |
Collapse
|
10
|
Protein interaction patterns in Arabidopsis thaliana leaf mitochondria change in dependence to light. BIOCHIMICA ET BIOPHYSICA ACTA-BIOENERGETICS 2021; 1862:148443. [PMID: 33965424 DOI: 10.1016/j.bbabio.2021.148443] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 04/20/2021] [Accepted: 04/23/2021] [Indexed: 02/08/2023]
Abstract
Mitochondrial biology is underpinned by the presence and activity of large protein assemblies participating in the organelle-located steps of respiration, TCA-cycle, glycine oxidation, and oxidative phosphorylation. While the enzymatic roles of these complexes are undisputed, little is known about the interactions of the subunits beyond their presence in these protein complexes and their functions in regulating mitochondrial metabolism. By applying one of the most important regulatory cues for plant metabolism, the presence or absence of light, we here assess changes in the composition and molecular mass of protein assemblies involved in NADH-production in the mitochondrial matrix and in oxidative phosphorylation by employing a differential complexome profiling strategy. Covering a mass up to 25 MDa, we demonstrate dynamic associations of matrix enzymes and of components involved in oxidative phosphorylation. The data presented here form the basis for future studies aiming to advance our understanding of the role of protein:protein interactions in regulating plant mitochondrial functions.
Collapse
|
11
|
Hirano A, Wada M, Sato TK, Kameda T. The solubility of N-acetyl amino acid amides in organic acid and alcohol solutions: Mechanistic insight into structural protein solubilization. Int J Biol Macromol 2021; 178:607-615. [PMID: 33631265 DOI: 10.1016/j.ijbiomac.2021.02.141] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 02/03/2021] [Accepted: 02/18/2021] [Indexed: 10/22/2022]
Abstract
Structural proteins such as spider silk and silkworm silk are generally poorly soluble in aqueous and organic solutions, making them difficult to manipulate in manufacturing processes. Although some organic acids and alcohols, such as formic acid and hexafluoroisopropanol (HFIP), effectively solubilize poorly soluble proteins, little is known about their protein solubilization mechanism. In this study, the solubility of N-acetyl amino acid amide compounds in organic solvents-formic acid, acetic acid, HFIP and isopropanol-was measured to clarify the protein solubilization mechanism at the amino acid residue level. On the basis of thermodynamic analyses of the solubility in terms of the transfer free energy (from water to organic solvents), every organic solvent was found to be effective in thermodynamically stabilizing hydrophobic amino acid side chains in the liquid phase. Formic acid and HFIP were comparably effective in the stabilization of the polypeptide backbone, whereas acetic acid and isopropanol were ineffective. Therefore, the significant solubilizing effect of formic acid and HFIP on the structural proteins was attributed to their favorable interactions with hydrophobic amino acid side chains and with the polypeptide backbone of the proteins. The present findings are useful for the optimization of protein manipulation and amino acid sequence design.
Collapse
Affiliation(s)
- Atsushi Hirano
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki 305-8565, Japan.
| | - Momoyo Wada
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki 305-8565, Japan
| | - Takehiro K Sato
- Spiber Inc., 234-1 Mizukami, Kakuganji, Tsuruoka, Yamagata 997-0052, Japan
| | - Tomoshi Kameda
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Koto, Tokyo 135-0064, Japan
| |
Collapse
|
12
|
Imiołek M, Isenegger PG, Ng WL, Khan A, Gouverneur V, Davis BG. Residue-Selective Protein C-Formylation via Sequential Difluoroalkylation-Hydrolysis. ACS CENTRAL SCIENCE 2021; 7:145-155. [PMID: 33532577 PMCID: PMC7845020 DOI: 10.1021/acscentsci.0c01193] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Indexed: 05/16/2023]
Abstract
The carbonyl group is now a widely useful, nonproteinogenic functional group in chemical biology, yet methods for its generation in proteins have relied upon either cotranslational incorporation of unnatural amino acids bearing carbonyls or oxidative conversion (chemical or enzymatic) of existing natural amino acids. If available, alternative strategies for directly adding the C=O group through C-C bond-forming C-carbonylation, particularly at currently inaccessible amino acid sites, would provide a powerful method for adding valuable reactivity and expanding possible function in proteins. Here, following a survey of methods for HCF2· generation, we show that reductive photoredox catalysis enables mild radical-mediated difluoromethylation-hydrolysis of native protein residues as an effective method for carbonylation. Inherent selectivity of HCF2· allowed preferential modification of Trp residues. The resulting C-2-difluoromethylated Trp undergoes Reimer-Tiemann-type dehalogenation providing highly effective spontaneous hydrolytic collapse in proteins to carbonylated HC(O)-Trp (C-formyl-Trp = CfW) residues. This new, unnatural protein residue CfW not only was found to be effective in bioconjugation, ligation, and labeling reactions but also displayed strong "red-shifting" of its absorption and fluorescent emission maxima, allowing direct use of Trp sites as UV-visualized fluorophores in proteins and even cells. In this way, this method for the effective generation of masked formyl-radical "HC(O)·" equivalents enables first examples of C-C bond-forming carbonylation in proteins, thereby expanding the chemical reactivity and spectroscopic function that may be selectively and post-translationally "edited" into biology.
Collapse
Affiliation(s)
- Mateusz Imiołek
- Department
of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom of Great Britain and Northern Ireland
- The
Rosalind Franklin Institute, Oxfordshire OX11 0FA, United Kingdom of
Great Britain and Northern Ireland
| | - Patrick G. Isenegger
- Department
of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom of Great Britain and Northern Ireland
| | - Wai-Lung Ng
- Department
of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom of Great Britain and Northern Ireland
| | - Aziz Khan
- Department
of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom of Great Britain and Northern Ireland
| | - Véronique Gouverneur
- Department
of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom of Great Britain and Northern Ireland
| | - Benjamin G. Davis
- Department
of Chemistry, University of Oxford, Oxford OX1 3TA, United Kingdom of Great Britain and Northern Ireland
- The
Rosalind Franklin Institute, Oxfordshire OX11 0FA, United Kingdom of
Great Britain and Northern Ireland
- ,
| |
Collapse
|
13
|
Lee HC, Carroll A, Crossett B, Connolly A, Batarseh A, Djordjevic MA. Improving the Identification and Coverage of Plant Transmembrane Proteins in Medicago Using Bottom-Up Proteomics. FRONTIERS IN PLANT SCIENCE 2020; 11:595726. [PMID: 33391307 PMCID: PMC7775423 DOI: 10.3389/fpls.2020.595726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 11/12/2020] [Indexed: 06/12/2023]
Abstract
Plant transmembrane proteins (TMPs) are essential for normal cellular homeostasis, nutrient exchange, and responses to environmental cues. Commonly used bottom-up proteomic approaches fail to identify a broad coverage of peptide fragments derived from TMPs. Here, we used mass spectrometry (MS) to compare the effectiveness of two solubilization and protein cleavage methods to identify shoot-derived TMPs from the legume Medicago. We compared a urea solubilization, trypsin Lys-C (UR-TLC) cleavage method to a formic acid solubilization, cyanogen bromide and trypsin Lys-C (FA-CTLC) cleavage method. We assessed the effectiveness of these methods by (i) comparing total protein identifications, (ii) determining how many TMPs were identified, and (iii) defining how many peptides incorporate all, or part, of transmembrane domains (TMD) sequences. The results show that the FA-CTLC method identified nine-fold more TMDs, and enriched more hydrophobic TMPs than the UR-TLC method. FA-CTLC identified more TMPs, particularly transporters, whereas UR-TLC preferentially identified TMPs with one TMD, particularly signaling proteins. The results suggest that combining plant membrane purification techniques with both the FA-CTLC and UR-TLC methods will achieve a more complete identification and coverage of TMPs.
Collapse
Affiliation(s)
- Han Chung Lee
- Division of Plant Sciences, Research School of Biology, College of Medicine, Biology and the Environment, The Australian National University, Canberra, ACT, Australia
| | - Adam Carroll
- ANU Joint Mass Spectrometry Facility, Research School of Chemistry, College of Science, The Australian National University, Canberra, ACT, Australia
| | - Ben Crossett
- Sydney Mass Spectrometry, The University of Sydney, Sydney, NSW, Australia
| | - Angela Connolly
- Sydney Mass Spectrometry, The University of Sydney, Sydney, NSW, Australia
| | - Amani Batarseh
- BCAL Diagnostics, National Innovation Centre, Eveleigh, NSW, Australia
| | - Michael A. Djordjevic
- Division of Plant Sciences, Research School of Biology, College of Medicine, Biology and the Environment, The Australian National University, Canberra, ACT, Australia
| |
Collapse
|
14
|
Lippold S, de Ru AH, Nouta J, van Veelen PA, Palmblad M, Wuhrer M, de Haan N. Semiautomated glycoproteomics data analysis workflow for maximized glycopeptide identification and reliable quantification. Beilstein J Org Chem 2020; 16:3038-3051. [PMID: 33363672 PMCID: PMC7736696 DOI: 10.3762/bjoc.16.253] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 11/23/2020] [Indexed: 12/20/2022] Open
Abstract
Glycoproteomic data are often very complex, reflecting the high structural diversity of peptide and glycan portions. The use of glycopeptide-centered glycoproteomics by mass spectrometry is rapidly evolving in many research areas, leading to a demand in reliable data analysis tools. In recent years, several bioinformatic tools were developed to facilitate and improve both the identification and quantification of glycopeptides. Here, a selection of these tools was combined and evaluated with the aim of establishing a robust glycopeptide detection and quantification workflow targeting enriched glycoproteins. For this purpose, a tryptic digest from affinity-purified immunoglobulins G and A was analyzed on a nano-reversed-phase liquid chromatography-tandem mass spectrometry platform with a high-resolution mass analyzer and higher-energy collisional dissociation fragmentation. Initial glycopeptide identification based on MS/MS data was aided by the Byonic software. Additional MS1-based glycopeptide identification relying on accurate mass and retention time differences using GlycopeptideGraphMS considerably expanded the set of confidently annotated glycopeptides. For glycopeptide quantification, the performance of LaCyTools was compared to Skyline, and GlycopeptideGraphMS. All quantification packages resulted in comparable glycosylation profiles but featured differences in terms of robustness and data quality control. Partial cysteine oxidation was identified as an unexpectedly abundant peptide modification and impaired the automated processing of several IgA glycopeptides. Finally, this study presents a semiautomated workflow for reliable glycoproteomic data analysis by the combination of software packages for MS/MS- and MS1-based glycopeptide identification as well as the integration of analyte quality control and quantification.
Collapse
Affiliation(s)
- Steffen Lippold
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Arnoud H de Ru
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Jan Nouta
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Peter A van Veelen
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Magnus Palmblad
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Manfred Wuhrer
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Noortje de Haan
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| |
Collapse
|
15
|
de Jong L, Roseboom W, Kramer G. A composite filter for low FDR of protein-protein interactions detected by in vivo cross-linking. J Proteomics 2020; 230:103987. [PMID: 32949815 DOI: 10.1016/j.jprot.2020.103987] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/26/2020] [Accepted: 09/14/2020] [Indexed: 12/24/2022]
Abstract
In vivo chemical cross-linking combined with LCMSMS of digested extracts (in vivo CX-MS) can reveal stable and dynamic protein-protein interactions at proteome-wide scale and at peptide level. In vivo CX-MS requires a membrane permeable and cleavable cross-linker and a fast and sensitive search engine to identify the linked peptides. Here we explore the use of the search engine pLink 2 to identify cross-links induced in exponentially growing Bacillus subtilis cells treated in culture with bis(succinimidyl)-3-azidomethyl-glutarate (BAMG). Cross-linked peptide pairs were identified by pLink 2 in very short time at an overall FDR of <5%. To also obtain a FDR <5% for non-redundant inter-protein cross-linked peptide pairs additional threshold values were applied for matched fragment intensity and for the numbers of unambiguous y and b ions assigned to both composite peptides. Also the mass- and charge-dependent retention times of target peptides purified by diagonal strong cation exchange chromatography were used as a criterion to distinguish true from false positives. After application of the composite filter new protein-protein interactions were revealed among others between the global transcriptional repressor AbrB and elongation factor Tu and between the essential protein YlaN of unknown function and the ferric uptake repressor Fur. SIGNIFICANCE: Important for reliable identification of PPIs by chemical cross-linking in vivo is a low FDR of non-redundant inter-protein peptide pairs. Here we describe how to recognize the presence of spurious interactions in a dataset of cross-linked peptide pairs enriched by 2D strong cation exchange chromatography and identified by LCMSMS by taking into account chromatographic behavior of cross-linked peptide pairs and protein abundance of corresponding peptides. Based on these criteria we assessed that the FDR of the fraction of non-redundant inter-protein cross-linked peptide pairs was approx. 20-25% by interrogating an entire species specific database at an overall FDR of 5% or 0.1% with a search engine that otherwise scores best in sensitivity among other search engines. We have defined a composite filter to decrease this high FDR of inter-protein cross-linked peptide pairs to only about 2%.
Collapse
Affiliation(s)
- Luitzen de Jong
- Mass spectrometry of Biomolecules, Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands.
| | - Winfried Roseboom
- Mass spectrometry of Biomolecules, Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Gertjan Kramer
- Mass spectrometry of Biomolecules, Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| |
Collapse
|
16
|
Christensen LFB, Nowak JS, Sønderby TV, Frank SA, Otzen DE. Quantitating denaturation by formic acid: imperfect repeats are essential to the stability of the functional amyloid protein FapC. J Biol Chem 2020; 295:13031-13046. [PMID: 32719003 PMCID: PMC7489911 DOI: 10.1074/jbc.ra120.013396] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 07/11/2020] [Indexed: 12/27/2022] Open
Abstract
Bacterial functional amyloids are evolutionarily optimized to aggregate, so much so that the extreme robustness of functional amyloid makes it very difficult to examine their structure-function relationships in a detailed manner. Previous work has shown that functional amyloids are resistant to conventional chemical denaturants, but they dissolve in formic acid (FA) at high concentrations. However, systematic investigation requires a quantitative analysis of FA's ability to denature proteins. Amyloid formed by Pseudomonas sp. protein FapC provides an excellent model to investigate FA denaturation. It contains three imperfect repeats, and stepwise removal of these repeats slows fibrillation and increases fragmentation during aggregation. However, the link to stability is unclear. We first calibrated FA denaturation using three small, globular, and acid-resistant proteins. This revealed a linear relationship between the concentration of FA and the free energy of unfolding with a slope of mFA+pH (the combined contribution of FA and FA-induced lowering of pH), as well as a robust correlation between protein size and mFA+pH We then measured the solubilization of fibrils formed from different FapC variants with varying numbers of repeats as a function of the concentration of FA. This revealed a decline in the number of residues driving amyloid formation upon deleting at least two repeats. The midpoint of denaturation declined with the removal of repeats. Complete removal of all repeats led to fibrils that were solubilized at FA concentrations 2-3 orders of magnitude lower than the repeat-containing variants, showing that at least one repeat is required for the stability of functional amyloid.
Collapse
Affiliation(s)
| | - Jan Stanislaw Nowak
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Aarhus C, Denmark
| | | | - Signe Andrea Frank
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Aarhus C, Denmark
| | - Daniel Erik Otzen
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Aarhus C, Denmark.
| |
Collapse
|
17
|
Piestansky J, Barath P, Majerova P, Galba J, Mikus P, Kovacech B, Kovac A. A simple and rapid LC-MS/MS and CE-MS/MS analytical strategy for the determination of therapeutic peptides in modern immunotherapeutics and biopharmaceutics. J Pharm Biomed Anal 2020; 189:113449. [PMID: 32622303 DOI: 10.1016/j.jpba.2020.113449] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 06/19/2020] [Accepted: 06/23/2020] [Indexed: 02/07/2023]
Abstract
Modern therapy of metabolic, neurodegenerative, inflammation, or cancer diseases is recently based on an immunotherapeutic approach. The peptide conjugates represent innovative and effective therapeutics that are better tolerated and are much more specific than small molecule-based medicines. The nature and manufacturing process of these therapeutics make their analysis very challenging. Here, two robust analytical methods based on an on-line combination of ultra-high-performance liquid chromatography with tandem mass spectrometry (UHPLC-MS/MS) and capillary electrophoresis with tandem mass spectrometry (CE-MS/MS) were developed for fast determination of immunogenic synthetic peptide (peptide sequence CADNLHKVVGQST) in a conjugate with bovine serum albumin (BSA) as a carrier protein and is a peptide, conjugate formulated with a vaccine adjuvant - Alhydrogel® 2 %. An effective non-enzymatic release step of the peptide from the final peptide conjugate based on acid hydrolysis with the use of 2% formic acid was successfully tested and implemented. The proposed methods were validated according to the ICH guideline and parameters such as linearity, precision, and accuracy, the limit of detection (LOD) or limit of quantification (LOQ) were assessed. Calibration curves were linear within the range of 1-30 μg.mL-1 and the correlation coefficients were higher than 0.99. The intraday and interday precisions were 3.2-8.1 % (UHPLC-MS/MS), 1.6-9.3 % (CE-MS/MS) and 3.6-10.3 % (UHPLC-MS/MS), 4.1-10.2 % (CE-MS/MS), respectively. The recovery ranged in the interval of 98.4-107.4 % for UHPLC-MS/MS method and 100.3-103.2 % for CE-MS/MS method. The presented approaches represent an effective tool for simple, rapid and robust quantification of immunogens in modern immunotherapeutics and other biopharmaceuticals with appropriate peptide sequences.
Collapse
Affiliation(s)
- Juraj Piestansky
- Department of Pharmaceutical Analysis and Nuclear Pharmacy, Faculty of Pharmacy, Comenius University in Bratislava, Odbojarov 10, SK-832 32 Bratislava, Slovak Republic; Toxicological and Antidoping Center, Faculty of Pharmacy, Comenius University in Bratislava, Odbojárov 10, SK-832 32 Bratislava, Slovak Republic.
| | - Peter Barath
- Institute of Chemistry, Slovak Academy of Sciences, Dubravska cesta 9, SK-845 38 Bratislava, Slovak Republic.
| | - Petra Majerova
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, SK-845 10 Bratislava, Slovak Republic.
| | - Jaroslav Galba
- Department of Pharmaceutical Analysis and Nuclear Pharmacy, Faculty of Pharmacy, Comenius University in Bratislava, Odbojarov 10, SK-832 32 Bratislava, Slovak Republic.
| | - Peter Mikus
- Department of Pharmaceutical Analysis and Nuclear Pharmacy, Faculty of Pharmacy, Comenius University in Bratislava, Odbojarov 10, SK-832 32 Bratislava, Slovak Republic; Toxicological and Antidoping Center, Faculty of Pharmacy, Comenius University in Bratislava, Odbojárov 10, SK-832 32 Bratislava, Slovak Republic.
| | - Branislav Kovacech
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, SK-845 10 Bratislava, Slovak Republic.
| | - Andrej Kovac
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, SK-845 10 Bratislava, Slovak Republic.
| |
Collapse
|
18
|
Lenčo J, Khalikova MA, Švec F. Dissolving Peptides in 0.1% Formic Acid Brings Risk of Artificial Formylation. J Proteome Res 2020; 19:993-999. [DOI: 10.1021/acs.jproteome.9b00823] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Juraj Lenčo
- Department of Analytical Chemistry, Faculty of Pharmacy, Charles University, Heyrovského 1203/8, 500 05 Hradec Králové, Czech Republic
| | - Maria A. Khalikova
- Department of Analytical Chemistry, Faculty of Pharmacy, Charles University, Heyrovského 1203/8, 500 05 Hradec Králové, Czech Republic
| | - František Švec
- Department of Analytical Chemistry, Faculty of Pharmacy, Charles University, Heyrovského 1203/8, 500 05 Hradec Králové, Czech Republic
| |
Collapse
|
19
|
Sun X, Wu P, Zhao C, Zheng F, Hu C, Lu X, Xu G. Protein profiling analysis based on matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry and its application in typing Streptomyces isolates. Talanta 2020; 208:120439. [PMID: 31816710 DOI: 10.1016/j.talanta.2019.120439] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 09/22/2019] [Accepted: 10/03/2019] [Indexed: 10/25/2022]
Abstract
Marine Streptomyces is a potential source of novel bioactive natural products in medicine and agriculture. The current discrimination and screening method of Streptomyces isolates is not accurate and time-consuming, and a novel method is necessary. In this study, a protein profiling method based on an ultrahigh resolution 15 T Matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance mass spectrometry (MALDI-FTICR MS) was established and applied for differentiation and bioactivity screening of marine Streptomyces isolates. To obtain robust protein profiling, the effects of the protein extraction method, the matrix-solvent, the sample deposition mode, and the culture time of isolates on protein profiling were thoroughly studied, the optimal conditions were obtained. To evaluate the performance of the developed MALDI-FTICR MS method, MALDI-time of flight (TOF) MS and 16S rRNA were applied in parallel to analyze 25 marine Streptomyces isolates. We found that the clustering result of MALDI-FTICR MS was more similar to that of 16S rRNA than MALDI-TOF MS. And MALDI-FTICR MS could effectively indicate the antibacterial activity of Streptomyces isolates against three plant pathogenic bacteria including Xanthomonas campestris, Xanthomonas oryzae and Erwinia carotovora. Furthermore, a differential protein/peptide was defined and successfully applied to predict antibacterial activity of blind samples. This study demonstrated that MALDI-FTICR MS has great potential to discriminate and screen complex microorganisms, especially those closely related strains.
Collapse
Affiliation(s)
- Xiaoshan Sun
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Peichun Wu
- Marine Bioengineering Group, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
| | - Chunxia Zhao
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
| | - Fujian Zheng
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Chunxiu Hu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China.
| | - Xin Lu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China.
| | - Guowang Xu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China.
| |
Collapse
|
20
|
den Ridder M, Daran-Lapujade P, Pabst M. Shot-gun proteomics: why thousands of unidentified signals matter. FEMS Yeast Res 2019; 20:5682490. [DOI: 10.1093/femsyr/foz088] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 12/19/2019] [Indexed: 12/14/2022] Open
Abstract
ABSTRACT
Mass spectrometry-based proteomics has become a constitutional part of the multi-omics toolbox in yeast research, advancing fundamental knowledge of molecular processes and guiding decisions in strain and product developmental pipelines. Nevertheless, post-translational protein modifications (PTMs) continue to challenge the field of proteomics. PTMs are not directly encoded in the genome; therefore, they require a sensitive analysis of the proteome itself. In yeast, the relevance of post-translational regulators has already been established, such as for phosphorylation, which can directly affect the reaction rates of metabolic enzymes. Whereas, the selective analysis of single modifications has become a broadly employed technique, the sensitive analysis of a comprehensive set of modifications still remains a challenge. At the same time, a large number of fragmentation spectra in a typical shot-gun proteomics experiment remain unidentified. It has been estimated that a good proportion of those unidentified spectra originates from unexpected modifications or natural peptide variants. In this review, recent advancements in microbial proteomics for unrestricted protein modification discovery are reviewed, and recent research integrating this additional layer of information to elucidate protein interaction and regulation in yeast is briefly discussed.
Collapse
Affiliation(s)
- Maxime den Ridder
- Delft University of Technology, Department of Biotechnology, van der Maasweg 9, 2629 HZ Delft, The Netherlands
| | - Pascale Daran-Lapujade
- Delft University of Technology, Department of Biotechnology, van der Maasweg 9, 2629 HZ Delft, The Netherlands
| | - Martin Pabst
- Delft University of Technology, Department of Biotechnology, van der Maasweg 9, 2629 HZ Delft, The Netherlands
| |
Collapse
|
21
|
Rabalski AJ, Bogdan AR, Baranczak A. Evaluation of Chemically-Cleavable Linkers for Quantitative Mapping of Small Molecule-Cysteinome Reactivity. ACS Chem Biol 2019; 14:1940-1950. [PMID: 31430117 DOI: 10.1021/acschembio.9b00424] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Numerous reagents have been developed to enable chemical proteomic analysis of small molecule-protein interactomes. However, the performance of these reagents has not been systematically evaluated and compared. Herein, we report our efforts to conduct a parallel assessment of two widely used chemically cleavable linkers equipped with dialkoxydiphenylsilane (DADPS linker) and azobenzene (AZO linker) moieties. Profiling a cellular cysteinome using the iodoacetamide alkyne probe demonstrated a significant discrepancy between the experimental results obtained through the application of each of the reagents. To better understand the source of observed discrepancy, we evaluated the key sample preparation steps. We also performed a mass tolerant database search strategy using MSFragger software. This resulted in identifying a previously unreported artifactual modification on the residual mass of the azobenzene linker. Furthermore, we conducted a comparative analysis of enrichment modes using both cleavable linkers. This effort determined that enrichment of proteolytic digests yielded a far greater number of identified cysteine residues than the enrichment conducted prior to protein digest. Inspired by recent studies where multiplexed quantitative labeling strategies were applied to cleavable biotin linkers, we combined this further optimized protocol using the DADPS cleavable linker with tandem mass tag (TMT) labeling to profile the FDA-approved covalent EGFR kinase inhibitor dacomitinib against the cysteinome of an epidermoid cancer cell line. Our analysis resulted in the detection and quantification of over 10,000 unique cysteine residues, a nearly 3-fold increase over previous studies that used cleavable biotin linkers for enrichment. Critically, cysteine residues corresponding to proteins directly as well as indirectly modulated by dacomitinib treatment were identified. Overall, our study suggests that the dialkoxydiphenylsilane linker could be broadly applied wherever chemically cleavable linkers are required for chemical proteomic characterization of cellular proteomes.
Collapse
Affiliation(s)
- Adam J. Rabalski
- Drug Discovery Science & Technology, AbbVie Inc., 1 North Waukegan Road, North Chicago, Illinois 60064-6101, United States
| | - Andrew R. Bogdan
- Drug Discovery Science & Technology, AbbVie Inc., 1 North Waukegan Road, North Chicago, Illinois 60064-6101, United States
| | - Aleksandra Baranczak
- Drug Discovery Science & Technology, AbbVie Inc., 1 North Waukegan Road, North Chicago, Illinois 60064-6101, United States
| |
Collapse
|
22
|
Cui L, Ma Y, Li M, Wei Z, Fei Q, Huan Y, Li H, Zheng L. Disulfide linkage assignment based on reducing electrochemistry and mass spectrometry using a lead electrode. Talanta 2019; 199:643-651. [PMID: 30952309 DOI: 10.1016/j.talanta.2019.03.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 02/26/2019] [Accepted: 03/02/2019] [Indexed: 11/29/2022]
Abstract
The study of disulfide linkage is a crucial part of the quality assessment of biopharmaceutical products because disulfide bonds stabilize the tertiary structure of proteins and maintain protein functions. Therefore, a suitable method is highly required for disulfide linkage assignment when nested disulfide bonds formed with closely spaced cysteine residues. A novel approach for disulfide linkage assignment of disulfide-rich peptides and proteins via electrochemical reduction on a lead electrode with mass spectrometry is presented in this paper. The method features partial electrochemical reduction and alkylation of peptides followed by alkylated peptide sequencing based on tandem mass spectrometry. Lead was chosen for the first time as an electrode material for disulfide bond reduction, because it has the advantages of maintenance free (only infrequent polishing needed), easy operation in DC mode, and reusability. Without any special sample preparation and any chemical reduction agents, disulfide bond in peptides can be cleaved rapidly. The new method was successfully tested with two peptides and one protein containing nested disulfide bonds.
Collapse
Affiliation(s)
- Lili Cui
- College of Chemistry, Jilin University, Changchun 130012, China
| | - Yongge Ma
- School of Pharmaceutical Sciences, Jilin University, Changchun 130021, China
| | - Ming Li
- Department of Chemistry, National Institute of Metrology, Beijing 100029, China.
| | - Zhonglin Wei
- College of Chemistry, Jilin University, Changchun 130012, China
| | - Qiang Fei
- College of Chemistry, Jilin University, Changchun 130012, China.
| | - Yanfu Huan
- College of Chemistry, Jilin University, Changchun 130012, China
| | - Hongmei Li
- Department of Chemistry, National Institute of Metrology, Beijing 100029, China
| | - Lianyou Zheng
- School of Pharmaceutical Sciences, Jilin University, Changchun 130021, China
| |
Collapse
|
23
|
Dagley LF, Infusini G, Larsen RH, Sandow JJ, Webb AI. Universal Solid-Phase Protein Preparation (USP3) for Bottom-up and Top-down Proteomics. J Proteome Res 2019; 18:2915-2924. [DOI: 10.1021/acs.jproteome.9b00217] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Laura F. Dagley
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Giuseppe Infusini
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Rune H. Larsen
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Jarrod J. Sandow
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Andrew I. Webb
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria 3010, Australia
| |
Collapse
|
24
|
Kachuk C, Doucette AA. The benefits (and misfortunes) of SDS in top-down proteomics. J Proteomics 2018; 175:75-86. [DOI: 10.1016/j.jprot.2017.03.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 01/19/2017] [Accepted: 03/03/2017] [Indexed: 12/18/2022]
|
25
|
Cheng N, Yang L, Dai N, Hu Z, Yang F, Chen R, Cheng X, Zhou J, Huang Y, Su Z. A novel strategy to prepare the precursor peptide of liraglutide. Process Biochem 2017. [DOI: 10.1016/j.procbio.2017.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
26
|
Zhang T, de Vries MP, Permentier HP, Bischoff R. Specific Affinity Enrichment of Electrochemically Cleaved Peptides Based on Cu(II)-Mediated Spirolactone Tagging. Anal Chem 2017; 89:7123-7129. [PMID: 28593756 PMCID: PMC5510089 DOI: 10.1021/acs.analchem.7b01039] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 06/08/2017] [Indexed: 12/15/2022]
Abstract
Specific digestion of proteins is an essential step for mass spectrometry-based proteomics, and the chemical labeling of the resulting peptides is often used for peptide enrichment or the introduction of desirable tags. Electrochemical oxidation yielding specific cleavage C-terminal to tyrosine (Tyr) and tryptophan (Trp) residues provides a potential alternative to enzymatic digestion and a possibility for further chemical labeling by introducing reactive spirolactone moieties. However, spirolactone-containing peptides suffer from low stability due to hydrolysis and intramolecular side reactions. We found that Cu(II) ions stabilize the spirolactone and prevent intramolecular side reactions during chemical labeling, allowing efficient chemical tagging with a reduced excess of labeling reagent without intramolecular side reactions. On the basis of this reaction, we developed an analytical procedure combining electrochemical digestion, Cu(II)-mediated spirolactone biotinylation, and enrichment by avidin affinity chromatography with mass spectrometry. The method was optimized with the tripeptide LWL and subsequently applied to chicken egg white lysozyme, in which one biotinylated electrochemistry (EC)-cleaved peptide was identified after affinity enrichment. This proof-of-principle shows that specific enrichment of electrochemically cleaved spirolactone-containing peptides can be used for protein identification and notably that inclusion of Cu(II) ions is essential for stabilizing spirolactones for subsequent biotinylation.
Collapse
Affiliation(s)
- Tao Zhang
- Department
of Analytical Biochemistry and Interfaculty Mass Spectrometry Center, University of Groningen, A. Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Marcel P. de Vries
- Department
of Pediatrics, Center for Liver, Digestive and Metabolic Diseases, University Medical Center Groningen, University of
Groningen, Hanzeplein
1, 9713 GZ, Groningen, The Netherlands
| | - Hjalmar P. Permentier
- Department
of Analytical Biochemistry and Interfaculty Mass Spectrometry Center, University of Groningen, A. Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Rainer Bischoff
- Department
of Analytical Biochemistry and Interfaculty Mass Spectrometry Center, University of Groningen, A. Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| |
Collapse
|
27
|
Güray MZ, Zheng S, Doucette AA. Mass Spectrometry of Intact Proteins Reveals +98 u Chemical Artifacts Following Precipitation in Acetone. J Proteome Res 2017; 16:889-897. [PMID: 28088865 DOI: 10.1021/acs.jproteome.6b00841] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Protein precipitation in acetone is frequently employed ahead of mass spectrometry for sample preconcentration and purification. Unfortunately, acetone is not chemically inert; mass artifacts have previously been observed on glycine-containing peptides when exposed to acetone under acidic conditions. We herein report a distinct chemical modification occurring at the level of intact proteins when incubated in acetone. This artifact manifests as one or more satellite peaks in the MS spectrum of intact protein, spaced 98 u above the mass of the unmodified protein. Other artifacts (+84, +112 u) also appear upon incubation of proteins or peptides in acetone. The reaction is pH-sensitive, being suppressed when proteins are exposed to acetone under acidic conditions. The +98 u artifact is speculated to originate through an intermediate product of aldol condensation of acetone to form diacetone alcohol and mesityl oxide. A +98 u product could originate from nucleophilic attack on mesityl oxide or through condensation with diacetone alcohol. Given the extent of modification possible upon exposure of proteins to acetone, particularly following overnight solvent exposure or incubation at room temperature, an awareness of the variables influencing this novel modification is valued by proteomics researchers who employ acetone precipitation for protein purification.
Collapse
Affiliation(s)
- Melda Z Güray
- Department of Chemistry, Dalhousie University , PO Box 15000, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| | - Shi Zheng
- Department of Chemistry, Dalhousie University , PO Box 15000, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| | - Alan A Doucette
- Department of Chemistry, Dalhousie University , PO Box 15000, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| |
Collapse
|
28
|
Zhang X. Detergents: Friends not foes for high-performance membrane proteomics toward precision medicine. Proteomics 2016; 17. [PMID: 27633951 DOI: 10.1002/pmic.201600209] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 07/31/2016] [Accepted: 09/13/2016] [Indexed: 01/05/2023]
Abstract
Precision medicine, particularly therapeutics, emphasizes the atomic-precise, dynamic, and systems visualization of human membrane proteins and their endogenous modifiers. For years, bottom-up proteomics has grappled with removing and avoiding detergents, yet faltered at the therapeutic-pivotal membrane proteins, which have been tackled by classical approaches and are known for decades refractory to single-phase aqueous or organic denaturants. Hydrophobicity and aggregation commonly challenge tissue and cell lysates, biofluids, and enriched samples. Frequently, expected membrane proteins and peptides are not identified by shotgun bottom-up proteomics, let alone robust quantitation. This review argues the cause of this proteomic crisis is not detergents per se, but the choice of detergents. Recently, inclusion of compatible detergents for membrane protein extraction and digestion has revealed stark improvements in both quantitative and structural proteomics. This review analyzes detergent properties behind recent proteomic advances, and proposes that rational use of detergents may reconcile outstanding membrane proteomics dilemmas, enabling ultradeep coverage and minimal artifacts for robust protein and endogenous PTM measurements. The simplicity of detergent tools confers bottom-up membrane proteomics the sophistication toward precision medicine.
Collapse
Affiliation(s)
- Xi Zhang
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
29
|
Liu J, Chan KKJ, Chan W. Identification of Protein Thiazolidination as a Novel Molecular Signature for Oxidative Stress and Formaldehyde Exposure. Chem Res Toxicol 2016; 29:1865-1871. [DOI: 10.1021/acs.chemrestox.6b00271] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Jingjing Liu
- Environmental Science Programs and ‡Department of
Chemistry, The Hong Kong University of Science and Technology, Clear
Water Bay, Kowloon, Hong Kong
| | - K. K. Jason Chan
- Environmental Science Programs and ‡Department of
Chemistry, The Hong Kong University of Science and Technology, Clear
Water Bay, Kowloon, Hong Kong
| | - Wan Chan
- Environmental Science Programs and ‡Department of
Chemistry, The Hong Kong University of Science and Technology, Clear
Water Bay, Kowloon, Hong Kong
| |
Collapse
|
30
|
Kachuk C, Faulkner M, Liu F, Doucette AA. Automated SDS Depletion for Mass Spectrometry of Intact Membrane Proteins though Transmembrane Electrophoresis. J Proteome Res 2016; 15:2634-42. [DOI: 10.1021/acs.jproteome.6b00199] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Carolyn Kachuk
- Department of Chemistry, Dalhousie University, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| | - Melissa Faulkner
- Department of Chemistry, Dalhousie University, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| | - Fang Liu
- Department of Chemistry, Dalhousie University, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| | - Alan A. Doucette
- Department of Chemistry, Dalhousie University, 6274 Coburg Road, Halifax, Nova Scotia B3H 4R2, Canada
| |
Collapse
|