Method Article
* These authors contributed equally
The present protocol describes the preparation and quantitative measurement of free and protein-bound arginine and methyl-arginines by 1H-NMR spectroscopy.
Protein-bound arginine is commonly methylated in many proteins and regulates their function by altering the physicochemical properties, their interaction with other molecules, including other proteins or nucleic acids. This work presents an easily implementable protocol for quantifying arginine and its derivatives, including asymmetric and symmetric dimethylarginine (ADMA and SDMA, respectively) and monomethyl arginine (MMA). Following protein isolation from biological body fluids, tissues, or cell lysates, a simple method for homogenization, precipitation of proteins, and protein hydrolysis is described. Since the hydrolysates contain many other components, such as other amino acids, lipids, and nucleic acids, a purification step using solid-phase extraction (SPE) is essential. SPE can either be performed manually using centrifuges or a pipetting robot. The sensitivity for ADMA using the current protocol is about 100 nmol/L. The upper limit of detection for arginine is 3 mmol/L due to SPE saturation. In summary, this protocol describes a robust method, which spans from biological sample preparation to NMR-based detection, providing valuable hints and pitfalls for successful work when studying the arginine methylome.
During the last two decades, methylation of arginine residues has been recognized as an essential posttranslational modification of proteins. It affects fundamental biological processes like regulation of transcription, signal transduction, and many more1. The main proteins involved in the regulation of arginine methylation are protein arginine methyltransferases (PRMTs)2. The main derivatives of arginine are ω-(NG,NG)-asymmetric dimethylarginine (ADMA), ω-(NG,N'G)-symmetric dimethylarginine (SDMA), and ω-NG-monomethylarginine (MMA)2.
PRMTs use S-adenosyl-l-methionine to transfer methyl groups to the terminal guanidino group (with two equivalent amino groups) of protein-bound arginine1. Two main enzymes can be distinguished: Both type I and type II enzymes catalyze the first methylation step to form MMA (which thereby loses its symmetry). Following this step, type I enzymes (e.g., PRMT1, 2, 3, 4, 6, 8) use MMA as the substrate to form ADMA, whereas type II enzymes (primarily PRMT5 and PRMT9) produce SDMA. PRMT1 was the first protein arginine methyltransferase to be isolated from mammalian cells3. Still, PRMTs have been evolutionarily conserved4 in other animals like non-mammalian vertebrates, invertebrate chordates, echinoderms, arthropods, and nematodes cnidarians5, plants6, and protozoa, including fungi like yeast7. In many cases, knockout of one of the PRMTs leads to loss of viability, revealing the essential role of methylated arginine species involved in fundamental cellular processes like transcription, translation, signal transduction, apoptosis, and liquid-liquid phase separation (meaning the formation of membrane-less organelles, e.g., nucleoli), which regularly involves arginine-rich domains8,9,10. In turn, this influences physiology and disease states, including cancer11,12,13, multiple myeloma14, cardiovascular diseases15, viral pathogenesis, spinal muscular atrophy16, diabetes mellitus17, and aging1. Increased ADMA levels in the bloodstream, e.g., derived from lung18 due to protein breakdown, are thought to be connected with endothelial dysfunction, chronic pulmonary disease19, and other syndromes of cardiovascular disease20. Overexpression of PRMTs has been found to accelerate tumorigenesis and is associated with poor prognosis21,22. Besides, ablation of PRMT6 and PRMT7 triggers a cellular senescence phenotype23. Significant decreased ADMA and PRMT1 have been found during the aging of WI-38 fibroblasts24.
The challenge is understanding how methylation acts in (patho)physiological processes is identifying and quantifying protein arginine methylation. Most of the current approaches use antibodies to detect methylated arginines. However, these antibodies are still context-specific and might fail to recognize different motifs of arginine methylated proteins25,26. In the described protocol, all of the arginine derivatives mentioned afore can be quantified reliably by nuclear magnetic resonance (NMR) spectroscopy, i.e., alone, in combination, or, as in most cases, within complex biological matrices like eukaryotic cells (e.g., from yeast, mouse, or human origin) and tissues27, as well as serum28. For proteins and those complex matrices, protein hydrolysis29 is a prerequisite to generate free (modified) amino acids, such as arginine, MMA, SDMA, and ADMA. Solid-phase extraction (SPE)30 enables the enrichment of the compounds of interest. Finally, 1H-NMR spectroscopy allows the parallel detection of arginine and all the major methyl derivatives of arginine. NMR spectroscopy comes with the advantage that it is genuinely quantitative, highly reproducible, and a robust technique31,32. The final NMR measurements can be done afterward when many samples have been collected and prepared. Finally, this protocol mainly focuses on sample preparation as this does not require an own NMR spectrometer. It can be performed in most biochemical laboratories. Still, some hints on which NMR spectroscopy measurements should be done are provided in this work.
Yeast protein hydrolysates were used as samples for the Representative results of this work. The entire protocol is summarized in Figure 1.
1. Preparation of materials and reagents
2. Sample collection and storage
3. Preliminary sample preparation
NOTE: Perform the work on ice, keeping MeOH cold. The samples must also be kept on ice to avoid protein degradation.
4. Protein hydrolysis
5. Solid-phase extraction (SPE)
6. Final preparation for NMR
Routinely, 1H 1D projections of 2D J-resolved (JRES), virtually decoupled NMR spectra are used for peak assignments and quantifications in our laboratory36. Figure 3 shows representative JRES spectra of yeast protein hydrolysates purified using the present SPE protocol. Though at very different concentrations, both substances can be separated and quantified in a cellular matrix. Based on the number of protons of the specific methyl (-CH3) or methylene (-CH2-) group at the respective chemical shift, 1H-NMR spectroscopy allows precise quantification. As pointed out in the protocol (step 0), the relative quantification of a methyl-arginine derivate compared to arginine is mainly adequate to observe biological processes, e.g., changes of arginine methylation as a response to modulations, such as knock-down/overexpression of genes, changes in nutrients, or treatment with inhibitors.
As shown previously27, L-arginine and ADMA can be well discriminated by their different characteristic chemical shifts at 3.25 and 3.02 ppm, respectively. SDMA and MMA methyl protons reveal overlapping peaks in D2O (the NMR buffer described in step 1.4) at a chemical shift of 2.85 ppm. If a peak is present at the respective position, one might separate SDMA and MMA by dissolving the samples in d6-DMSO as described in step 6.6 of the protocol. Using this approach, the 1H NMR chemical shifts of SDMA and MMA can be separated and quantified with characteristic chemical shifts at 2.76 ppm (SDMA) and 2.74 ppm (MMA)27. Figure 3B shows representative data of SDMA and MMA (both 100 µmol/L) in D2O and d6-DMSO, respectively. Corresponding data of SMDA and MMA detected in various cells and tissues has been reported recently27. As described in steps 6.4-6.5 of the protocol, reference standards of known concentrations can be used for quantification. All reference standards mentioned in the text are commercially available.
Figure 1: Overview of sample preparation. Scheme revealing the significant steps from sample collection to NMR measurement. The black boxes refer to the numbering in the protocol sections. Additionally, the approximate amount of days (varying according to the number of samples) is shown. Inhomogeneous liquid samples might be centrifuged before adding MeOH (step 3.1) to remove the residues (not shown). The supernatant after initial centrifugation (1) containing, e.g., intracellular metabolites or non-protein-bound arginine metabolites may be stored at -20 °C for further analysis. Routinely, the MeOH pellets (2) are further analyzed. Abbreviations: CHCl3, chloroform; HCl, hydrochloric acid; MeOH, methanol; NMR, nuclear magnetic resonance; o/n, overnight; SN, supernatant; SPE, solid-phase extraction. Please click here to view a larger version of this figure.
Figure 2: Handling of protein hydrolysates and preparation for solid-phase extraction. (A) Beaker filled with sand, glass tubes, screw caps with gray polytetrafluoroethylene (PTFE) sealing foil, and samples in 1.5 mL tubes after cutting off the caps. (B) Tube after centrifugation (step 4.6) and (C) after removal of the aqueous supernatant (step 4.7): some residual water (~50 µL) may remain. The black residue contains insoluble, charcoaled organic remnants. Still, some samples may contain colored substances (D), which do not interfere with L-arginine measurement. This is partly due to solid-phase extraction (SPE) afterward, either using consecutive centrifugation steps (E) or a pipetting robot (F). Please click here to view a larger version of this figure.
Figure 3: Typical NMR spectra of L-Arginine and its methyl-derivatives. 1H 1D projected J-resolved NMR spectra could readily distinguish the δ-(CH2)-protons of L-arginine (3.25 ppm) and the ω-N-CH3-protons of asymmetric dimethylarginine (ADMA, at 3.02 ppm). Samples from yeast pellets (A) revealing varying amounts of ADMA can be quantified by integrating signal intensities even in the presence of high amounts of arginine (note that the full arginine peak is not shown). (B) Since ω-(NG,N'G)-symmetric dimethylarginine (SDMA) and ω-NG-monomethyl arginine (MMA) can hardly be discriminated in deuterium oxide buffer (D2O), samples must be dissolved in deuterated dimethyl sulfoxide (d6-DMSO), where the peaks (in this case 100 µmol/L of each substance) can easily be distinguished from each other (peaks at 2.75 and 2.76 ppm, respectively) and be quantified. All spectrograms were directly exported from the controlling software of the NMR spectrometer. The software reveals the primary results, which need to be checked before a more detailed analysis, including statistics of many samples, is done. Please click here to view a larger version of this figure.
In the following section, the primary focus lies on the method itself; the biological implications of arginine methylation are described in the Introduction section.
Firstly, tissues of different stiffness might need adjustment of sample lysis: cells from cell culture (including bacteria, yeast, etc.) and tissues like brain, young liver, smooth muscle, etc., can quickly be homogenized. For tissues of high stiffness (including liver of elderly subjects, arteries, bones, etc.), the homogenization needs to be done twice (see step 3.2.3). Nevertheless, this process should not be continued more often, even if some insoluble remnants are left. Instead, the samples should be centrifuged for 10 min at 10,000 x g and the supernatants collected for further analysis (to minimize sample degradation).
At each step where samples are frozen (initially, after adding MeOH, steps 3.3, 3.4, or 3.5, respectively) or following lyophilization (steps 4.4 and 6.1), samples can be stored for a few days before further processing. Additionally, the supernatant from step 3.4 (following homogenization; designated as "(1)" in Figure 1) may also be stored for further analysis, e.g., for measurement of metabolites other than methyl-arginines36,37,38.
On the one hand, critical steps involve sample storage, as degradation of proteins may alter the outcome. If protein degradation occurs before MeOH precipitation, arginine and its methyl derivatives may be underestimated. Therefore, storing samples is essential, e.g., before and after cell or tissue lysis at -20 °C, or, whenever possible, at -80 °C. Before or after homogenization (step 3.2), samples should be kept on ice.
On the other hand, methanol pre-treatment of samples to precipitate proteins does not alter the methylation pattern of arginine. This was tested with lysozyme and Escherichia coli protein extracts (which do not contain methylated arginine)27. However, earlier reports have shown that MeOH may methylate the terminal carboxyl groups of glutamate and aspartate39.
For protein hydrolysis, ensure that the sealings of the screw caps are intact (step 4.1). If not, evaporating HCl might affect the drying chamber. The concentration of the analytes might not be critically changed, though, because they do not evaporate, and residual HCl is evaporated later on by lyophilization. Lower concentrations of HCl, e.g., 6 mol/L, can be used but might require a longer hydrolysis time. Following hydrolysis, samples can be treated at room temperature. Proper removal of lipids is essential, though. Lipids may form biphasic mixtures in water (or D2O, respectively) later during NMR measurement. Those inhomogeneities lead to NMR peak broadening and potentially affect the quality and sensitivity of NMR experiments.
If no pipetting robot is available for SPE, it is worth the investment (it can also be used for other purposes). The samples on the SPE pipetting robot are processed sequentially, and in the present setup, one sample takes ~40 min for a complete run. Due to limitations of reagent capacities (i.e., 100 mL), only 19 samples can be processed in one go (taking ~13 h overall). Still, the hands-on time is much less than for the manual SPE procedure and requires less material. During this period, samples can be stored within the robot at room temperature until lyophilization. Equivalent products might replace the used SPE matrices and cartridges. Nevertheless, it is recommended to evaluate the SPE protocol and adjust it if necessary.
The detection limit for ADMA is ~100 nmol/L as evaluated previously by serial dilutions and using the reported NMR measurement times. On the other hand, high arginine concentrations may also overestimate the ratio of ADMA to arginine (which usually is in the range of 5%-15%). This is because above 3 mmol/L of arginine; the SPE column binding capacity may reach saturation27. For checking sensitivity and specificity of the entire workflow in case of unexpected results (e.g., no peaks or overlapping peaks in the 1H-NMR spectra at the reported chemical shifts), standards of ADMA, SDMA, and MMA are available from commercial suppliers (see Table of Materials). If any laboratory has no NMR spectrometer, all steps, including final lyophilization (step 6.1), could be performed in the respective laboratory, and samples might be shipped to an NMR facility for analysis.
Compared to other methods, such as mass spectrometry, no labeling of the analytes is needed, and it can be performed without internal standards for quantification. On the other hand, the sensitivity of NMR is slightly lower, which in most biological cases though plays no role, like arginine and its methyl derivatives can easily be detected in all kinds of eukaryotic cells or tissues. As mentioned before, 3 million cells are enough to quantify protein-bound ADMA - several cells that can readily be achieved with most cell lines. In the case of slowly growing, unmodified primary cells from human origin like adult stem cells40, cells might be grown for a more extended period or pooled from separate experiments. The same is true for tissue samples. ~30 mg of tissue, corresponding to many organs, e.g., of mice (in part or all, e.g., small muscles) or biopsy specimen, is sufficient to prepare enough lysate and protein hydrolysate for NMR measurement27. Other methods for measuring protein arginine methylation include using enzyme-coupled luminescence assays41 or 3H-labeled S-adenosyl-methionine (SAM)42. The sensitivity is high and might be increased by using 14C-labeled SAM but at the expense of increased costs. Additionally, the use of radioactive substances (including the fluids for scintillation counting) causes special waste management, which is not necessary using the current protocol.
A complementary method to the present protocol, using 2D heteronuclear NMR spectroscopy, can reveal site-specific methylation patterns within isolated proteins. It has recently been published, including a detailed description of the detection of methyl-arginines by NMR spectroscopy in general43. The current protocol does not provide information about site-specific arginine methylation within proteins. Still, global methylation is changed on the cellular and physiological level, including cell growth and differentiation, aging, cancer1,2,12, cardiovascular20, and neurodegenerative diseases8,44. The details about the exact mechanisms involved are still not fully understood, and possible drug candidates interfering with protein-arginine methylation11 both in vitro and in vivo need further exploration1. Studying the kinetics of methylation (which our group has recently shown)27 is essential for gaining insights into arginine modification and protein breakdown mechanisms. Global arginine methylation measurements and kinetic experiments (samples can be frozen at any time) ranging from single proteins to samples from whole organisms can be accomplished straightforward using this protocol. It, therefore, provides a robust method, which can easily be adapted for future research.
The authors declare no competing interests.
The work was supported by Austrian Science Fund (FWF) grants P28854, I3792, doc.funds BioMolStruct DOC 130, DK-MCD W1226 BioTechMed-Graz (Flagship project DYNIMO), Austrian Research Promotion Agency (FFG) grants 864690 and 870454, the Integrative Metabolism Research Center Graz; Austrian Infrastructure Program 2016/2017, the Styrian Government (Zukunftsfonds) and Startup Fund for High-level Talents of Fujian Medical University (XRCZX2021020). We thank the Center of Medical Research for access to cell culture facilities. F.Z. was trained within the frame of the PhD program Molecular Medicine, Medical University of Graz. Q.Z. was trained within the frame of the PhD program Metabolic and Cardiovascular Diseases, Medical University of Graz.
Name | Company | Catalog Number | Comments |
15 mL tubes | Greiner Bio One | 188271 | |
3-(trimethylsilyl) propionic acid-2,2,3,3-d4 sodium salt (TSP) | Alfa Aesar | A1448 | |
5 mL tubes, round bottom | Greiner Bio One | 115101 | |
Ammonia Solution 32% | Roth | A990.1 | |
Bruker 600 MHz NMR spectrometer, equipped with a TXI probe head | Bruker | - | |
Centrifuge, refrigerated, e.g. 5430 R | Eppendorf | 5428000010 | |
Chloroform ≥99% p.a. | Roth | 3313.1 | |
Cryocool | Thermo Scientific | SCC1 | heat transfer fluid for SpeedVac System |
Deuterium Oxide (D2O) | Cambridge Isotope Laboratories | DLM-10-PK | |
Dimethyl sulfoxide-d6 (d6-DMSO) | Cambridge Isotope Laboratories | DLM-6-1000 | |
Drying Chamber | Binder | 9090-0018 | |
DURAN culture tubes, 13 x 100mm, GL 14, 9 mL | VWR International | 212-0375 | |
Edwards Deep vacuum oil pump RV5 | Thermo Scientific | 16234611 | part of the SpeedVac System |
Eppendorf 1.5 mL tubes | Greiner Bio One | 616201 | |
Gilson pipetting robot GX-241 Aspec | Gilson Inc. | 26150008 | |
L-arginine | AppliChem | A3675 | |
Methanol ≥99% | Roth | 8388.4 | |
Milli-Q water aparatus | Millipore | ZIQ7000T0 | |
Oasis MCX 1cc/30 mg, 1 mL cartridges | Waters | 186000252 | https://www.waters.com/waters/en_US/Waters-Oasis-Sample-Extraction-SPE-Products/ |
Phosphate Buffered Saline (PBS) | Lonza | LONBE17-512F | |
Precellys 24 tissue homogenizer | Bertin Instruments | P000669-PR240-A | https://www.bertin-instruments.com/product/sample-preparation-homogenizers/precellys24-tissue-homogenizer/ |
Precellys tubes (pulping tubes) | VWR International | 432-0351 | |
Precellyse 1.4 mm zirconium oxide beads | VWR International | 432-0356 | |
Reacti-Therm/ReactiVap Heating, Stirring, and Evaporation Modules | Thermo Scientific | TS-18820 | https://www.thermofisher.com/order/catalog/product/TS-18820 |
Rotor for 1.5 mL tubes, FA-45-30-11 | Eppendorf | 5427753001 | |
Savant Refrigerated Cooling Trap | Thermo Scientific | 15996161 | part of the SpeedVac System |
Savant SpeedVac vacuum concentrator SPD210 | Thermo Scientific | 15906181 | part of the SpeedVac System; equipped with rotor for 1.5 ml tubes |
Screw caps for glas vials with PTFE sealing, DN9 | Dr. R. Forche Chromatographie | CT11B3011 | |
Seasand | Roth | 8441.3 | |
Short thread glas vials 1.5 mL, ND9 | Dr. R. Forche Chromatographie | VT1100309 | |
Sodium azide (NaN3) | Roth | K305.1 | |
Sodium hydroxide (NaOH) | VWR | BDH7363-4 | |
Sodium phosphate dibasic (Na2HPO4) | VWR | 80731-078 | |
TopSpin 4.0 (Software) | Bruker | - | https://www.bruker.com |
ω-NG-asymmetric dimethylarginine (ADMA) | Santa Cruz Biotechnology | sc-208093 | |
ω-NG-monomethylarginine (MMA) | Santa Cruz Biotechnology | sc-200739A | |
ω-NG-NG'-symmetric dimethylarginine (SDMA) | Santa Cruz Biotechnology | sc-202235A |
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