1. Introduction
Creatine homeostasis is essential for maintenance of cellular energy metabolism. The creatine-/phosphocreatine-/creatine kinase system connects the intracellular sites of ATP production and utilization [
1,
2] and functions as a temporal and spatial energy buffer and regulator of cellular energetics [
3,
4]. The cellular concentration of creatine is tissue-specific and stably maintained by an interplay of cellular creatine uptake and intracellular creatine biosynthesis.
L-arginine: glycine amidinotransferase (AGAT; EC 2.1.4.1), encoded by the
GATM gene, is the rate-limiting enzyme in creatine biosynthesis. In humans, AGAT is mainly expressed in the liver, kidney, pancreas, gastrointestinal tract, and brain [
5,
6,
7]. Piglets reveal high AGAT enzyme activity in kidney and pancreas [
8]. In the rat pancreas, the precursor of creatine, guanidinoacetate (GAA) synthesized by AGAT, accounts for approximately 15% of daily creatine loss [
9], while renal GAA synthesis reflecting AGAT activity is almost equivalent to the daily renal creatine loss [
10].
The enzymatic synthesis of GAA from L-arginine and L-glycine was first reported by Borsook et al. [
11]. AGAT is a promiscuous enzyme, and many compounds can serve as acceptors of the amidino group from L-arginine such as 4-aminobutyric acid (forming 4-guanidinobutyric acid), lysine (forming homoarginine), 5-aminovaleric acid (forming 5-guanidinovaleric acid), 3-aminopropionic acid (forming 3-guanidinopropionic acid), ethanolamine (forming guanidinoethanol), and taurine (forming 2-gunidinoethanesulfonic acid). Glycine has the lowest K
m (5.0 mM) and highest V
max (39.8 µmol/mg protein/h) [
12], therefore favoring GAA synthesis and by extension creatine synthesis.
With the discovery of creatine deficiency syndromes (CDS) [
13], the enzymatic activity of AGAT gained clinical and academic interest due to its central role in creatine biosynthesis and its regulation. While AGAT is one of the causes of CDS (AGAT deficiency), it is also a therapeutic target for another CDS, guanidinoacetate N-methyltransferase (GAMT) deficiency [
14]. In the latter condition, the toxic accumulation of GAA can be reduced by pharmacological reduction of either AGAT enzyme activity or AGAT gene expression.
CDS are caused by biallelic pathogenic variants in either the
GATM or
GAMT genes or through mutations in
SLC6A8 on the X-chromosome which encodes for the creatine transporter [
13]. Patients with CDS have severely reduced levels of creatine within the body, particularly in the brain, and suffer from developmental delays, intellectual disabilities, behavioral abnormalities, speech problems, and seizures [
15].
There are several methods in which suspected patients with CDS are diagnosed. One of these methods is with in vivo magnetic resonance spectroscopy which is used to determine the abundance of creatine in localized regions within the brain [
16,
17,
18]. Another method may involve the use of liquid chromatography-tandem mass spectroscopy (LC-MS/MS) to measure the levels of GAA, creatine, and creatinine in urine, blood, and cerebrospinal fluid [
17]. These measurements may provide information to help identify the underlying cause of the condition. For example, patients with low levels of GAA and creatine may have deficiencies in AGAT while individuals with high levels of GAA but low levels of creatine might have GAMT deficiency [
17]. Currently, most patients are identified or suspected through abnormal findings in CDS genes by genome-wide sequencing. However, if these diagnostic techniques provide ambiguous or uncertain results, additional supplementary methods or assays may be necessary to confirm or exclude a diagnosis. One such assay is an enzymatic assay that uses isotope-labeled compounds to measure the activity of AGAT [
19,
20,
21]. These labeled compounds can act as a substrate in a reaction and the labeled product that is produced can be quantified via LC-MS/MS. The rate of product generated correlates with enzyme activity.
AGAT enzyme activity has previously been measured from various sources such as human and rat kidney homogenates as well as in several cell lines [
19,
20,
21]. While there are several methods that can be used to quantify AGAT activity, many of them can be complicated due to their use of radioisotopes [
22] or may result in overestimations of enzymatic activity. In the latter scenario, these enzyme assays use ornithine as a readout for AGAT activity [
23]. However, since ornithine can be produced by other enzymes, such as arginase 1 (ARG1), this may result in AGAT enzyme activity appearing to be higher than expected. As such, in order to accurately measure AGAT activity, we adapted a stable isotope-labeled substrate assay from Verhoeven et al. [
21]. In this assay, L-[guanido-
15N
2] arginine (ARG-δ2) and [U-
13C
2,
15N] glycine (GLY-δ3) are used to generate [1,2-
13C
2,
15N
3] GAA (GAA-δ5) (
Figure 1). This method differs from previously published methods in that AGAT activity is determined by measuring the concentration of GAA-δ5 produced, which can only be produced if both labeled substrates (ARG-δ2 and GLY-δ3) are present. Furthermore, since there is no other enzyme known that produces GAA from arginine and glycine, this assay provides greater accuracy in quantifying AGAT activity.
In this study, our goal was to validate and optimize the original protocol from Verhoeven et al. to determine and establish baseline levels of AGAT activity from various sample types, including mouse organs, immortalized cell lines, and patient-derived cells.
3. Discussion
The synthesis of creatine within the body is an essential function of energy homeostasis, as it allows for the generation of phosphocreatine which facilitates the regeneration of ATP from ADP. Biosynthesis of creatine within the body is especially vital during infancy and early childhood as the body and brain are developing and require high levels of energy to fuel growth and differentiation. Failure to maintain an adequate level of creatine can occur due to deficiencies in either AGAT or GAMT, which are involved in the biosynthesis of creatine. In addition, a defective creatine transporter (CT1) can also result in low levels of intracellular creatine due to an inability to import it into cells. These deficiencies, collectively referred to as CDS, are characterized by developmental delays, intellectual disabilities, behavioral abnormalities, speech problems, and seizures.
The diagnosis of CDS relies on the measurement of creatine levels via MRS and tandem mass spectrometry or through genetic sequencing to identify mutations within the genes that encode for AGAT, GAMT, or CT1. We have optimized and validated the use of an enzyme assay that allows for the measurement of AGAT activity in various tissues and human cells.
In this study, our goal was to use a stable isotope-labeled substrate assay in order to measure AGAT activity from different materials such as tissues and cells. To do so, we investigated the specificity of the assay for the formation of GAA and GAA-δ5. We confirmed that both ARG-δ2 and GLY-δ3 were required for the formation of GAA-δ5 as replacing one of the labeled substrates with an unlabeled counterpart did not allow for its production. While unlabeled GAA could be used to determine AGAT enzyme activity, GAA-δ5 provides a more specific approach since it avoids any potential interference from any GAA that might be already be present in a sample.
We modified the assay of Verhoeven et al. [
21] by decreasing the concentration of substrates and reducing the reaction volume to make the enzyme assay compatible with a 96-well plate. After further optimizing the reaction conditions by taking into account how the temperature, pH, and duration of the condition affected the activity of AGAT, we applied the enzyme assay in mouse tissues.
We determined the enzyme kinetics of AGAT in mouse kidneys; these organs were used due to their high endogenous expression of AGAT. While there have not been any previous studies that have quantified the K
m and V
max of AGAT in mice, the data that we have obtained are comparable to those obtained from human and rat kidneys [
19].
While measuring the AGAT activity in various mouse tissues with the goal of establishing a comprehensive baseline of enzyme activity in each organ, we were able to observe that the levels of enzymatic activity correlated fairly well with the amount of AGAT protein. The only exception to this trend was the liver, which had persistently low perceived levels of AGAT activity. In the context of creatine synthesis, the kidney is known primarily for its high expression of AGAT while the liver has an abundance of GAMT [
7]. Nonetheless, in many mammals such as humans, cows, and monkeys, the liver also contains significant levels of AGAT, on both RNA and protein levels [
7]. As such, we were surprised that the liver had barely detectable levels of AGAT activity. However, further investigation revealed that the liver contains high levels of ARG1, which acts to catalyze the hydrolysis of L-arginine-generating L-ornithine and urea. Due to the presence of arginase, this affects AGAT activity in two ways: a depletion in the amount of labeled ARG-δ2 that can be used to generate GAA-δ5 and an increase in the concentration of ornithine, which acts to inhibit the function of AGAT. Because of these two effects, it is conceivable that initially the liver showed such low levels of AGAT activity.
AGAT activity is markedly reduced in the presence of high concentrations of ornithine (15 mM), resulting in an approximately 95% reduction in GAA and GAA-δ5 formation which corroborates previous studies [
21]. The quantification of ornithine concentrations shows similar levels across all reaction conditions. The synthesis of ornithine within cells can occur due to the activity of either AGAT or ARG1. While AGAT synthesizes ornithine as a by-product of the formation of GAA via transfer of the amidino group of L-arginine to L-glycine, ARG1 cleaves L-arginine to generate L-ornithine and urea. When taking into account the use of ARG-δ2 in the reaction, both AGAT and ARG1 produce a non-labeled ornithine. As such, there should be no difference in the amount of ornithine produced whether unlabeled arginine or labeled arginine is present, which is what we observed. Furthermore, while AGAT produces ornithine in this assay, the amount of it that is generated is believed to have a minimal effect on AGAT activity.
In order to deal with the high levels of ARG1, an arginase inhibitor, Nor-NOHA, was added into the reactions that used liver homogenate. In the presence of Nor-NOHA, we observed that the concentrations of both ARG-δ2 and ornithine returned to levels that were comparable to the other organ homogenates leading to accurate and reliable quantifications of the enzymatic activity of AGAT in the liver.
In addition, when measuring the AGAT activity in various mouse tissues, we determined that kidney had the highest AGAT activity followed by brain and liver while the heart and muscle contained no detectable AGAT activity.
To test whether this enzymatic assay could be used for diagnostic purposes, we measured AGAT activity in human leukocytes, lymphoblasts, and fibroblasts. AGAT activity was readably detected in lymphoblast cell lines from healthy subjects and also, but to a lower degree, in a pooled leukocyte pellet. In addition to these control human cells, we were also able to obtain a lymphoblast cell line from a patient with AGAT deficiency. As expected, there was no AGAT activity in this sample. Finally, with the fibroblast cells, we were unable to detect AGAT activity in them. We attempted to optimize the enzyme assay for fibroblasts by increasing both the number of cells and substrate concentrations, but we were still unable to detect AGAT activity. In summation, our results indicate that this assay quantifies AGAT activity in leucocytes and lymphoblasts and allows for discrimination between samples derived from healthy controls and patients. Based upon our results, leukocytes would be feasible, but lymphoblasts would represent the ideal cells for quantifying AGAT activity.
In addition to using this assay for diagnostic purposes, we assessed the assay for the purposes of drug screening with AGAT as the druggable target [
14]. As such, we measured AGAT activity in several immortalized human cell lines commonly used in research laboratories, such as HEK293, HeLa, RH30, HepaRG, and HAP1. Our data showed that RH30 cells had the highest levels of AGAT activity, five times higher than HepaRG, followed by HAP1 and HeLa cells; HEK293 had no detectable levels of AGAT activity. Therefore, AGAT activity can be reliably quantified in most cell lines, suggesting that they could be used for potential drug screening studies in the future.
Moving forward, we plan to adapt this assay to quantify the concentration of labeled creatine produced in order to measure GAMT activity. This will increase the applicability of this assay, as it would allow for simultaneous quantification of both enzymes that are involved in the biosynthesis of creatine.
In conclusion, we have validated and optimized an enzyme assay that reliably measures AGAT activity in a wide range of samples, and we resolved a confounding factor in the liver that affected the ability of the assay to produce accurate results.
4. Materials and Methods
4.1. Cells and Tissues
Lymphocyte cell lines from three healthy controls (Control 1-3/GM13072, GM14983, GM14926 respectively) and one patient with AGAT deficiency (AGAT D-/GM27955) were purchased from Coriell Institute for Medical Research (Camden, NJ, USA). Leukocytes were pooled from leftover pellets from pediatric samples prepared for clinical enzyme assays (The Hospital for Sick Children, Toronto, ON, Canada). Fibroblasts were from an in-house laboratory control cell line. HeLa and HEK293 were from American Type Cell Culture (ATCC; Manassas, VA, USA); HAP1 cells were from Horizon Discovery LTD (Cambridge, UK); RH30 were purchased from ATCC via Cedarlane (Burlington, ON, Canada); and HepaRG were purchased from ThermoFisher (Ottawa, ON, Canada). Mouse tissues were from in-house C57BL/6 wild-type mouse colonies.
4.2. Cell Culture Condition
Lymphocyte cells were cultured to confluency in T25 flasks with RPMI-1640 that was supplemented with 15% fetal bovine serum (FBS). Fibroblasts were grown to confluency in 10 cm plates using AMEM with 10% FBS. For immortalized cell lines, HEK293 and HeLa cells were cultured in DMEM with 10% FBS, HAP1 cells were grown in ISCOVES with 10% FBS, RH30 cells were grown in RPMI-1640 containing 10% FBS, and HepaRG cells were grown in William’s E media supplemented with 10% FBS, 0.14 units/mL insulin (Humulin-R), and 50 µM hydrocortisone.
4.3. Chemicals and Reagents
Chemicals for the experimental reactions and applications were: potassium phosphate mono- and dibasic, ammonium formate (Sigma-Aldrich Canada Co., Oakville, ON, Canada), formic acid LC/MS-grade and methanol HPLC-grade (Fisher Scientific, Ottawa, ON, Canada), trichloroacetic acid (VWR International, Radnor, PA, USA), and 3M butanol·HCl (Regis, Morton Grove, IL, USA). Reagents for calibrators and internal standards were: glycine (13C2, 99%; 15N, 99%), L-arginine:HCL (guanidino-15N2, 98%+), glycine (1-13C, 99%) (Cambridge Isotopes, Tewksbury, MA, USA), L-arginine (ARG), glycine (GLY), ornithine (ORN), guanidinoacetic acid (GAA), guanidinoacetic acid-d2 (GAA d2), ornithine-d6 (OR d6), arginine-d7 (ARG d7) (Sigma-Aldrich Canada Co., Oakville, ON, Canada). Tubes for mouse tissue homogenisation: VWR 2 mL × 2.8 mm Ceramic Hard tissue Homogenizing Mix and VWR 2 mL × 1.4 mm Ceramic Soft Tissue Homogenizing Mix were from VWR (VWR International, Radnor, PA, USA).
4.4. Liquid–Chromatography Tandem Mass Spectrometry (LC–MS/MS)
LC-MS/MS was carried out using an Exion LC AD UHPLC system coupled with QTRAP 6500plus (AB Sciex LLC, Framingham, MA, USA). The separation of metabolites was performed using gradient binary elution at a flow rate of 0.7 mL/min and a temperature at 45 °C on a Kinetex C18 100 Å, 5 µm, 100 × 4.6 mm LC column (Phenomenex Inc., Torrance, CA, USA). Solvent A consisted of 0.5 mmol/L ammonium formate, 0.1% (
v/
v) formic acid in water and solvent B consisted of 0.5 mmol/L ammonium formate, 0.1% (
v/
v) formic acid in methanol. The mobile phase was used at 100% A at 0 min; 100% B at 5.0 min; 100% B at 7.5 min; 100% A at 7.55 min; 100% A at 10 min. The sample injection volume was 1 µL. The detection was performed in the positive ionization and multiple reaction monitoring (MRM) scan mode using ion source parameters of TEM—600 °C, de-clustering potential—60.0, capillary voltage—5500 V, curtain gas—30, GS1—30, and GS2—20. The optimal ion transitions for the analytes and their retention times are shown in
Table 1.
4.5. Data Analyses
The data were processed and analyzed by Analyst 1.7.0 software (AB Sciex LLC, Framingham, MA, USA). The calibration curves were generated from the ratio of analyte to the IS peak using linear fit and weighting of 1/x. GAA calibrators were used to calculate concentration of GAA-δ5.
4.6. Calibrators and Internal Standard (IS) for LC-MS/MS
Stock solution of calibrators and internal standards were prepared in Milli-Q water and aliquots were stored at -20 for a year. The concentrations of the working calibrators were 500, 250, 100, 50, 25, 10, 5, 2.5, 0 µM for ARG, ARG-δ2, ORN; 10, 5, 2, 1, 0.5, 0.25, 0.1, 0.05, 0 µM for GAA; 1000, 500, 200, 100, 50, 20, 10, 5, 0 µM for GLY and GLY-δ3. The internal standard contained a mixture of ORN d6, ARG d7 at 100 µM, GAA d2 at 10 µM, and GLY 13C2 at 200 µM.
4.7. Preparation of Mouse and Cell Samples for Enzymatic Assay
In total, 50–100 mg of frozen mouse kidney, heart, or muscle were cut on ice and transferred into a pre-chilled 2 mL tube with 2.8 mm ceramic beads; liver or brain tissues with an approximate mass of 100 mg were transferred into a 2 mL tube containing 1.4 mm ceramic beads. After addition of 0.5–1 mL of a cold 0.1 M potassium phosphate buffer, pH 7.4, samples were homogenized on Omni Bead Ruptor Elite using program of 5.65 m/s, 2 cycles of 1 min, 10 sec dt for hard tissues, and 4.85 m/s for 1 cycle of 20 s for soft tissues. When assessing the effect of pH on enzyme activity, tissues were homogenized in 1 mL of water. Tissue homogenate was used immediately or stored at −80 until needed. Frozen leukocyte pellets were resuspended in 500 µL of 0.1 M potassium phosphate buffer, pH 7.4. Cultured immortalized cell lines, lymphocytes, and fibroblast cells were washed with PBS, pelleted, and resuspended in 200–700 µL of 0.1 M potassium phosphate buffer, pH 7.4. All samples were then sonicated in 2 cycles for 10 s. Cell lysates were used immediately.
4.8. Preparation of Samples for LC-MS/MS
Following enzyme assay, protein precipitation in cell lysates or tissue homogenates was carried out by treating 100 µL of each sample with 25 µL of 30% TCA, followed by vortexing and centrifugation at 18,000× g for 10 min. Clear supernatants in amounts of 100 µL were mixed with 10 µL of IS and 500 µL of methanol. Samples were then vortexed and centrifuged for 5 min at 18,000× g. Supernatant was collected, transferred to a glass tube, and evaporated under nitrogen gas for 30 min or until dry. The derivatization step was carried out through addition of 100 µL of butanol HCl to a dry residue, followed by vortexing and incubation at 60 °C for 30 min. After cooling to room temperature, derivatized samples were evaporated under nitrogen gas for 30 min and finally resuspended in 700 µL of methanol.
4.9. AGAT Enzyme Assay Specificity Assessment
All substrates were diluted in water. Substrate combinations and stock concentrations were as follows: 37.5 mM GLY + 37.5 mM ARG, 37.5 mM GLY + 37.5 ARG-δ2, 37.5 mM GLY-δ3 + 37.5 mM ARG, 37.5 mM GLY-δ3 + 37.5 mM ARG-δ2, 37.5 mM GLY + 37.5 mM ARG + 75 mM ORN, 37.5 mM GLY-δ3 + 37.5 mM ARG-δ2 + 75 mM ORN. The enzyme assay consisted of 50 µL of mouse kidney homogenate, 50 µL of substrate mixture, 75 µL water, and 75 µL 0.1 M potassium phosphate buffer, pH 7.4. The reactions were incubated at 37 °C for 1 h. Following incubation, samples were prepared for LC-MS/MS.
4.10. Effect of Ornithine Dose Response on AGAT Activity
Mouse kidney tissues were prepared for the enzyme assay. The enzyme reaction consisted of 50 µL of mouse kidney homogenate; 50 µL of substrate mixture containing 37.5 mM GLY-δ3, 37.5 mM ARG-δ2, and 0.001 to 50 mM ornithine; 75 µL water; and 75 µL 0.1 M potassium phosphate buffer, pH 7.4. The reactions were incubated at 37 °C for 1 h. Following incubation, samples were prepared for LC-MS/MS.
4.11. Determination of Km and Vmax for AGAT
GLY-δ3 and ARG-δ2 substrates were serially diluted in water to the following concentrations: 150, 75, 37.5, 18.75, 9.38, 4.69, 2.34, 1.17, 0.56, 0.29, 0.15, 0.07, and 0.04 mM. To determine Km and Vmax of AGAT for GLY-δ3, substrate mixtures consisting of 9.38 mM ARG-δ2 and GLY-δ3 were created at the above-mentioned concentrations. To determine Km and Vmax of AGAT for ARG-δ2, substrate mixtures consisting of 9.38 mM GLY-δ3 and ARG-δ2 were created at the above-mentioned concentrations. The enzyme assay consisted of 50 µL of mouse kidney homogenate, 50 µL of substrate mixture prepared above, 75 µL of water, and 75 µL of 0.1 M potassium phosphate buffer, pH 7.4. The reaction was incubated at 37 °C for 1 h. Following incubation, samples were prepared for LC-MS/MS.
4.12. Temperature Dependence
Mouse kidney tissues were prepared for the AGAT enzyme assay. The reaction consisted of 50 µL of kidney homogenate, 50 µL of substrate mixture containing 9.4 mM GLY-δ3 and 9.4 mM ARG-δ2, 75 µL water, and 75 µL of 0.1 M potassium phosphate buffer, pH 7.4. The reaction was incubated at one of the following temperatures for 1 h: 4 °C, 22 °C, 37 °C, 42 °C, 55 °C, and 75 °C. Following incubation, samples were prepared for LC-MS/MS.
4.13. pH Dependence
Mouse kidney tissues were prepared for the AGAT enzyme assay. The reaction contained 50 µL of kidney homogenate, 50 µL of substrate mixture containing 9.4 mM GLY-δ3 and 9.4 mM ARG-δ2, 25 µL water, and 125 µL of 0.1 M potassium phosphate buffers at one of the following pH: 6.0, 6.5, 7.0, 7.4, 8.0, 9.0, 10.0. The reaction was incubated at 37 °C for 1 h. Following incubation, samples were prepared for LC-MS/MS.
4.14. Time Dependence
Mouse kidney tissues were prepared for the AGAT enzyme assay. Reaction contained 50 µL of kidney homogenate, 50 µL of substrate mixture containing 9.4 mM GLY-δ3and 9.4 mM ARG-δ2, 75 µL water, and 75 µL of 0.1 M potassium phosphate buffer, pH 7.4. The reaction was incubated at 37 °C for one of the following durations: 0 min, 30 min, 60 min, 90 min, or 120 min. Following incubation, samples were prepared for LC-MS/MS.
4.15. Quantification of AGAT Activity in Mouse Tissues
The reaction consisted of 50 µL of tissue homogenate, 50 µL of substrate mixture containing 37.5 mM GLY-δ3 and 37.5 mM ARG-δ2, 75 µL of water, and 75 µL of 0.1 M potassium phosphate buffer, pH 7.4. For mouse liver samples that were used to test efficacy of Nor-NOHA, the 75 µL of water was replaced with an equivalent volume of Nor-NOHA resuspended in water at concentrations ranging from 2 to 1500 µM. Final concentration of Nor-NOHA used for quantifying AGAT activity in the liver was 500 µM. The reaction was incubated at 37 °C for 1 h. Following incubation, samples were prepared for LC-MS/MS.
4.16. Quantification of AGAT Activity in Cell Samples
Cell samples were prepared for the AGAT enzyme assay. The reaction contained 50 µL of cell lysate, 50 µL of substrate mixture containing 37.5 mM GLY-δ3 and 37.5 mM ARG-δ2, 75 µL of 0.1 M potassium phosphate buffer, pH 7.4, and 75 µL of water. The reaction was incubated at 37 °C for 1 h. Following incubation, samples were prepared for LC-MS/MS. Immediately after performing the AGAT enzyme assay, 50 µL of the reaction was collected for quantification of protein concentration using the Pierce™ BCA Protein Assay Kit (ThermoFisher, Etobicoke, ON, Canada, #23225) according to the supplied protocol.