METHODS OF QUANTIFYING N2-(1-CARBOXYETHYL)-2'-DEOXY-GUANOSINE (CEdG) AND SYNTHESIS OF OLIGONUCLEOTIDES CONTAINING CEdG
Methods of quantifying a N2-carboxyethyl-2′-deoxyguanosine (CEdG) levels in biological samples and comparing those levels to known normal levels can diagnose a number of disorders, including diabetes and cancer. Methods can also determine whether therapies for disorders are effective by measuring CEdG levels before and after treatment. Measurement of CEdG levels occurs using liquid chromatography electrospray ionization tandem mass spectrometry.
This application claims the benefit of U.S. Provisional Application Ser. No. 61/087,393, filed Aug. 8, 2008, which is incorporated herein by reference.
GOVERNMENT INTERESTThe present invention was made with government support under City of Hope's Cancer Center Support Grant (NIH Grant No. P30 CA33572) and the California Breast Cancer Research Program for a pre-doctoral fellowship to D. Tamae (14GB-0162). The government has certain rights in the present invention.
BACKGROUNDMethylglyoxal (MG) is a highly reactive electrophile and is present at micromolar levels in many foods and most living organisms. MG is a major environmental breakdown product of carbohydrates. MG is also generated biochemically during glycolysis via elimination of phosphate from the common enediol intermediate resulting from deprotonation of dihydroxyacetone phosphate and glyceraldehyde 3-phosphate. Additional endogenous sources of MG include the catabolism of threonine and the P450 mediated oxidation of ketone bodies and the oxidative breakdown of DNA and RNA under acidic conditions. MG is a probable mutagen in vivo.
Methylglyoxal induces G>T and G>C transversions, as well as a large number (50%) of multibase deletions. Since 89% of the base substitution mutations are observed at guanosine, and N2-(1-Carboxyethyl)-2′-Deoxy-Guanosine (“CEdG”) is the predominant adduct formed from reaction of MG with DNA, this pattern of transversions arises from CEdG (as primer extension assays using oligonucleotide templates containing CEdG have evidenced). The presence of CEdG in DNA has also been shown to induce single-strand breaks, suggesting an alternative mechanism by which this adduct may contribute to genetic instability.
Glycation results when a sugar, such as fructose or glucose, non-enzymatically links to a protein or lipid. Glycation typically impairs the function of the molecules to which it binds. Methylglyoxal reacts readily with nucleophilic moieties on proteins, lipids and DNA to produce covalent adducts known as advanced glycation end-products (AGEs). Protein AGEs are well characterized and these highly modified proteins have been proposed to play a role in the various pathologies associated with diabetes, cancer, aging, and Alzheimers disease. The first clear correlation between abnormal levels of a protein-AGE and a human disease (diabetes) was described in 1969 for the hemoglobin HbA1c, adduct by Rahbar et al. Since then, hemoglobin HbA1c has become a commonly used biomarker for the diagnosis and treatment monitoring of diabetes.11-13 Accordingly, there is continued interest in the development of novel, more sensitive assays for the quantitative measurement of biomolecule-derived AGEs to complement and extend the clinical biomarker repertoire, as well as to assist in elucidating their role in pathology.
Approximately a dozen protein-AGEs have been characterized and LC-MS/MS methods have been described for their quantitative measurement. Choosing an appropriate protein-AGE biomarker for evaluating the glycation status of a particular target tissue or organ is complicated by unequal protein-AGE distributions across different tissues, varying adduct stabilities, and the limited availability of stable isotope standards for quantification. Glycation adducts of DNA have potential as biomarkers since all nucleated cells contain the same DNA content and should reflect the relative level of MG in the target tissue.
In spite of longstanding interest in the role of biopolymer glycation in human disease, no generally applicable method for the quantitative determination of CEdG has been described. A 32P post-labeling assay has been used to estimate endogenous levels of CEdG in human buccal epithelial cells of 2-3/107 nucleotides.28 However, although the post-labeling method offers potential advantages in sensitivity, a major drawback is that direct analyte verification is not possible. Moreover, post-labeling is prone to artifacts and false positives, and may lead to inaccurate estimation of adduct levels due to several factors including RNA contamination.
An immunoaffinity-based method for the detection of CEdG using a polyclonal antibody coupled to a diode array HPLC platform has more recently been described by Schneider et al in 2006. This approach was used to provide the first demonstration of CEdG in human urine and cultured smooth muscle cells. In some cases, peak identity was confirmed by LC-MS/MS, but quantitation was not practical due to the imprecise nature of immunoaffinity chromatography. A monoclonal-based immunohistochemical detection method has also been reported and was used to demonstrate elevated levels of CEdG in aorta and kidney of diabetic patients relative to normal controls.31 However, antibody-based assays are primarily of value in qualitative and comparative determinations of adduct abundance.
To date, there are no reliable quantitative methods for CEdG measurement, which is likely due to a lack of suitable isotopically enriched standards and other barriers to a reliable quantitative method. Such a method would be a substantial improvement in the art.
SUMMARYIn a first embodiment, advanced glycation end products (AGE), such as N2-carboxyethyl-2′-deoxyguanosine (CEdG), may be quantified in a biological sample using liquid chromatography electrospray ionization tandem mass spectrometry (LC-ESI-MS/MS) for diagnosis, monitoring, and treatment of pathologies involving metabolic disorders, including abnormal glucose metabolism. Such pathologies include diabetes and cancer, amongst other metabolic diseases or disorders. Quantification is achieved by a stable isotope dilution method using an internal standard. When the AGE is CEdG, the internal standard is 15N5-CEdG. The advantage of having two stereoisomers of CEdG that can be resolved and quantitated allows for two independent measurements for the same condition, significantly enhancing the accuracy of the method.
Detecting physiologically elevated or depressed levels of AGE in a sample may indicate that the subject from which the sample was taken has a disease or disorder caused or indicated by such AGE levels. The quantification method allows for a precise determination of AGE amounts and thus, allows for sensitive determination of AGE levels compared to other samples from the same subject at the same time, other samples from the same subject at different time points, or other samples from other subjects, such as a person known not to be affected by a disease. For example, detecting elevated levels of CEdG in a person indicates predisposition to or the presence of hyperglycemia or diabetes. Reaction of double stranded DNA with MG or glucose in vitro produces primarily N2-carboxyethyl-2′-deoxyguanosine as a diastereomeric mixture (
In another embodiment, internal standards for other AGEs are created using the methods disclosed herein for synthesizing the internal standard of CEdG. Standards for MS are typically identical in structure to the intended analyte, but contain stable isotopes (15N, 13C, 18O) in order to give a different mass to an otherwise chemically identical substance. The isotope behaves identically to the intended analyte, has the same retention on chromatography, and undergoes the same chemistry, and is only distinguishable by mass.
In a different embodiment, the quantification methods described herein may also be used to determine the effectiveness of a therapy, which may be a test compound or other protocol, intended to treat or ameliorate an AGE-related disease or disorder (a “therapeutically effective amount”). Before the therapy is administered, a first biological sample is taken. After the therapy has been administered, a second biological sample is taken. Additional biological samples may also be taken at other time points during and/or after the therapy. AGE is quantified in the samples and the difference between AGE levels in the samples is measured. Other known statistical analysis, such as tests for statistical significance, may also be applied. If a successful therapy results in a reduction of the level of AGE and such reduction is noted after the administration of the therapy, it indicates that the therapy may be working for its intended purpose. If AGE levels in the sample are static or increased during the course of the therapy, it indicates that the therapy may not be working for its intended purpose of reducing AGE levels. If a successful therapy results in an increase of AGE levels with a treatment, the opposite analysis would apply: increases in AGE levels would indicate the therapy may be working, whereas static or decreased levels would indicate that the therapy may not be effective.
Kits for quantifying AGE levels, such as CEdG levels, are also contemplated. Such kits facilitate the methods described herein may contain any of the following: standards such as 15N5-CEdG, tubes, labels, reagents such as buffer, and instructions for use.
Another embodiment involves measuring urine samples in an animal model to monitor the dose dependency of LR-90 as it decreases CEdG levels in vivo.
Yet another embodiment is measuring the effect of aromatase inhibitors on CEdG levels, and relatedly, on glycation status. CEdG levels are measured in a subject undergoing aromatase inhibitory therapy (AI) to determine the impact of AI on cognitive function and mental acuity.
A method of measuring CEdG to predict chemosensitivity of tumors and to identify cancers that may be treated from targeting glyoxalase 1 and/or aldose reductase to restore chemosensitivity is also described. Tumors with elevated levels of CEdG are more sensitive to chemotherapy. Related methods of inducing production of CEdG or other AGE products in tumor cells or of administering CEdG to tumor cells to induce apoptosis and/or increased sensitivity to chemotherapy are also provided. The effectiveness of radiotherapy may also be tested by measuring CEdG in tumors.
A novel synthesis of oligonucleotides containing site-specifically modified CEdG residues is shown in
These and other embodiments are further explained by reference to the detailed description.
Quantitative measurement of advanced glycation end products (AGE) is accomplished using mass spectrometry, such as liquid chromatography electrospray ionization tandem mass spectrometry (LC-ESI-MS/MS) and internal standards designed for each targeted AGE. Such measurements allow for precise determinations of AGE levels, including small or incremental changes in such levels.
Diabetes, metabolic disorders, cancer and other diseases may be diagnosed by measuring N2-carboxyethyl-2′-deoxyguanosine (CEdG) levels alone or in conjunction with other AGE levels in biological samples. CEdG levels are measured using liquid chromatography electrospray ionization tandem mass spectrometry or other reliable means. The CEdG levels from the sample are then compared to physiologically normal CEdG levels. Methods for further determining the efficacy of therapies or treatments applied to those disorders comprise measuring the effect the putative therapeutic have on the CEdG levels in an individual receiving it. The subject having its AGE levels and/or the efficacy of treatment measured is preferably a mammal, such as a human.
Thus, one method of quantifying one or more advanced glycation end products in a sample, comprises obtaining a biological sample from a subject; and performing liquid chromatography electrospray ionizing tandem mass spectrometry assay on the sample using a stable isotope dilution and an internal standard to determine how much AGE is in the sample. When the AGE is N2-carboxyethyl-2′-deoxyguanosine (CEdG), the internal standard is 15N5-CEdG. With CEdG quantities in hand, abnormal levels may indicate metabolic disorders, cancers, or diabetes. Upon detecting the levels, efficacies of various treatments may be determined using AGE levels as a marker for the success of the treatment.
Metabolic diseases cover a wide range of disorders including carbohydrate metabolism, amino acid metabolism, organic acid metabolism, mitochondrial metabolism, porphyrin metabolism, fatty acid oxidation disorders, purine and pyrimidine metabolism, steroid metabolism, mitochondrial metabolism, peroxisomal and lysosomal storage disorders, and glycolytic metabolic disorders, such as glyolytic cancers. A glycolytic cancer is a cancer that is caused or influenced by abnormal sugar processing, such as with glycation. Conditions which result in the impairment of glucose regulation such as diabetes and metabolic syndrome have been shown to significantly increase the risk for cancers of the breast, liver, pancreas, colon, cervix and endometrium. In the case of hyperglycemia and/or diabetes, an elevated level of CEdG, as compared to normal physiological levels of CEdG, indicates that the subject has diabetes.
A sensitive LC-ESI-MS/MS method for the measurement of CEdG in urine or double-stranded DNA is used. Quantification is achieved by the stable isotope dilution method using synthetic 15N5-CEdG as an internal standard. Urinary CEdG was measured in normal and streptozoticin-induced diabetic rats, and it was shown that adduct levels are significantly increased following the onset of hyperglycemia. LC-ESI-MS/MS was used to demonstrate a dose-dependent reduction in CEdG in response to administration of LR-90, an inhibitor of AGE formation. Measurement of CEdG from hydrolyzed and dephosphorylated double-stranded DNA was complicated by the fact that MG was present during the enzymatic workup. This was found to react with DNA during sample workup leading to artifactual overestimation of CEdG levels. In order to circumvent this problem, adventitious MG was sequestered by the addition of carbonyl scavengers such as aminoguanidine (AG) and D-penicillamine (D-P) prior to workup, resulting in stable and reproducible determinations. In the case of glycolytic cancers, such as breast cancer, a reduced level of CEdG, as compared to normal physiological levels of CEdG, indicates that the subject has cancer.
Materials and instrumentation. 15N5-2′-deoxyguanosine was purchased from Silantes (Munich, Germany, lot # dG-N-0507-1/2); DL-glyceraldehyde (95%), calf thymus DNA was from Sigma (St. Louis, Mo.), and ammonium acetate (1M, pH 7 solution) from Fluka (Buchs, Switzerland). Phosphate salts were A.C.S. reagent grade from J. T. Baker (Phillipsburg, N.J.). High performance liquid chromatography (HPLC) grade CH3CN was purchased from Fisher Scientific (Fair Lawn, N.J.). All water was purified to a resistivity of 18.2 MΩ using a Nanopure Diamond system by Barnstead International (Dubuque, Iowa). Solid phase extractions were performed using 1 ml strata-X-C cation mixed mode cartridges (Phenomenex, Torrance Calif.). Nuclease P1 was purchased from US Biologicals (Swampscott, Mass.). Phosphodiesterase II from bovine spleen and alkaline phosphatase from bovine intestinal mucosa was purchased from Sigma-Aldrich. HPLC separations were performed using a Hewlett-Packard Series 1100 Liquid Chromatography system equipped with a diode-array detector. Ultraviolet spectra were collected on an Ultrospec 3000 pro (Amersham Biosciences, Piscataway, N.J.). Mass analysis of synthetic 15N5-CEdG was performed using a Thermo Finnigan LTQ-FT linear ion trap mass spectrometer (San Jose, Calif.) in the Mass Spectrometry-Proteomics Core Facility of the City of Hope.
LC-MS/MS analyses of CEdG in biological samples were carried out using a Micromass Quattro Ultima Triple Quadrupole Mass Spectrometer (Beverly, Mass.) interfaced to an Agilent 1100 Capillary HPLC system (Palo Alto, Calif.) equipped with a Synergi C18 analytical column (4μ, 150×2.0 mm; Phenomenex, Torrance, Calif.). 1H NMR spectra were recorded at 400 MHz on a VNMRS spectrometer (Varian, Inc., Palo Alto, Calif.) in the Synthesis and Biopolymer Core Facility of the City of Hope. 1D and 2D NMR data was processed using the Spinworks shareware program (version 2.5.5), copyright 1999-2006 by Kirk Marat and available from the University of Manitoba website.
Synthesis and characterization of 15N5-CEdG. DL-Glyceraldehyde was used to generate methylgloxal (MG) in situ via guanine catalyzed dehydration.17 μL-Glyceraldehyde (9.5 mg) was added to 10 mg of 15N5-labeled dG, 12.3 mg potassium dihydrogen phosphate, and 24.0 mg disodium hydrogen phosphate in 87.7 μL H2O. The heterogeneous reaction mixture was vortexed and placed in a heat block at 40° C. Reactions were worked up following complete dissolution of solids (˜14-17 days) yielding a yellow-red viscous solution. Products were purified by HPLC in 10-15 μL aliquots on a 10×50 mm Waters XTerra MS C18 2.5μ column using a (Et)3NH4OAc (50 mM, pH 7)/CH3CN gradient. The CH3CN concentration was raised from 0 to 4.0% in the first 5 minutes, from 4.0 to 6.5% over 30 minutes; held at 6.5% for 5 minutes, then raised to 90% to wash residual material off the column. Diastereomers CEdG-A and B eluted at 24 and 29 minutes, respectively (
Fractions were lyophilized to dryness prior to resuspension in 18.2 MΩ H2O. Concentrations of stock solutions were calculated by UV using a molar extinction coefficient of 12,300 @ 255 nm. See, for example,
Synthesis of oligonucleotides containing site-specifically modified CEdG residues. A synthetic scheme was devised for the quantitative preparation of oligonucleotides containing CEdG that can be readily accommodated on any standard DNA synthesizer using the conventional phosphoramidite technology. Oligos containing only pure D or L CEdG were prepared in a stereochemically pure manner using D or L alanine in a reaction that proceeds with retention of configuration. A NPE protected 2-fluoropurine phosphoramidite derivative was introduced into the polymer during standard oligonucleotide synthesis, and the reaction with D or L alanine was carried out prior to any deprotection step.
Specifically, stereochemically pure (R) or (S) CEdG oligonucleotides were synthesized by nucleophilic substitution with either (R) or (S) alanine on 2-fluorodeoxyinosine (2-FdI) containing oligos followed by deprotection and purification. Oligonucleotides were prepared using an ABI394 DNA synthesizer loaded with either standard or 2-F-dI-CE phosphoramidites (0.2 μM scale). For the preparation of CEdG containing oligonucleotides, F-dI-containing fully-protected oligomers still bound to the CPG support were suspended in an aqueous solution of 1M D- or L-alanine in 250 mM potassium carbonate at 50° C. for 40 hours. Complete removal of all protecting groups was achieved by extended reaction at 50° C. in concentrated ammonia for 7 days. Separation of the desired oligonucleotide from failure sequences and other impurities was achieved by ion-pairing chromatography on a 10 mm×250 mm X Bridge Prep C18 5 μm column (Waters, Milford, Mass.), using a 40 minute 9.0% to 9.5% gradient of acetonitrile vs 100 mM triethylammonium acetate (TEAA, Fluka, Milwaukee, Wis.) at a constant 45oC. All oligonucleotides were characterized by rechromatography under the indicated conditions and analyzed by ESI-FT/MS on an LTQ-FT (Thermo-Finnigan, San Jose, Calif.) in the Mass Spectrometry Core of the City of Hope Cancer Center.
This new synthesis is superior to previously known syntheses for CEdG because it allows for the preparation of oligos containing stereochemically pure (R) or (S) CEdG in high yield. Oligos containing uniquely substituted CEdG residues are used to calibrate the biological measurement of CEdG by serving as internal standards. They are also used in biochemical assays for examining the biological consequences of site-specific CEdG substitution in DNA, including, but not limited to, aspects of their repair and mutagenic potential (
Stable Isotope Dilution. Internal standards for other AGEs are usually contain stable isotopes (15N, 13C, 18O) to create a different pass from the related analyte. Different concentrations of the stable isotope substituted compounds are prepared and analyzed by MS in order to determine the response height of the ion current as a function of different concentrations. A calibration plot is made of concentration vs ion current response. This is typically a linear plot of concentrations ranging from anticipated lowest detectable amounts to highest expected. The ion current response increases with concentration. To measure CEdG in a biological sample, a known amount of stable isotope standard is “spiked” into the sample. Since the CEdG in the sample and the CEdG standard have different molecular weights, they can be resolved by MS. The ion current response of the CEdG in the sample is compared to the response of the spiked istopically enriched CEdG. Since the concentration of isotopically enriched standard in the sample is known, comparison allows for calculation of the amount of CEdG in the biological sample by fitting to the calibration plot.
Stability studies of CEdG in acidic solution. A 1.25 mM solution of CEdG-A, B or dG in 100 μL of 1M AcOH (pH 2.4) was stirred at 37° C. 10 μl aliquots were removed periodically and added to 40 μL of 2M TEAA (pH 7.0). HPLC product analyses were performed using an Alltech HS HyperPrep 100 BDS C18 8μ column. A gradient of 0 to 4% CH3CN over 5 min was followed by 6.5% CH3CN over 30 min. TEAA (pH 7) was kept constant at 50 mM. The ratio of free base (CEG or G) to intact nucleoside (CEdG or dG) was calculated by integration of the corresponding HPLC peaks (see inset in
Animal Studies. All animal studies were carried out in compliance with the policies outlined in NIH Publication No. 85-23 “Guide for the Care and Use of Laboratory Animals.” Male Sprague-Dawley rats were rendered diabetic by injection of streptozoticin and maintained as previously described.18 The AGE inhibitor LR-90 was administered ad libitum at concentrations ranging from 2.5-50 mg/L. Rats were housed in metabolic cages and urine was collected over a 24 hour period with several drops of toluene to inhibit microbial growth. Urine samples were stored at −80° C. prior to LC-MS/MS analysis for CEdG. The data in
Urine sample preparation. CEdG was concentrated from urine by solid phase extraction. A 1 ml strata-X-C cartridge was pre-conditioned by the sequential addition of 1 ml MeOH/CH3CN (1:1) followed by 2×1 ml 2% H3PO4. Then 15N5-CEdG was added as an internal standard (final concentration 5 μg/ml), the sample was acidified with 10 μl of 86% H3PO4, and finally 0.4 mL of urine was introduced via suction filtration. The cartridge was then washed with sequential additions of 1 ml 0.1% H3PO4 and 1 ml MeOH and then dried under vacuum for 1 minute. Finally, CEdG and 15N5-CEdG containing fractions were eluted from the cartridge with 1 mL 3% NH4OH in MeOH:CH3CN (2:8 v/v). The eluent was evaporated to dryness in a centrifugal concentrator and reconstituted with 200 μl 0.1% formic acid prior to LC-MS/MS injection.
Preparation of Mononucleosides from DNA. Calf Thymus or Tissue-extracted DNA (100 μg) was dissolved in 80 μL of autoclaved 18.2 MΩH2O containing 20 μL of sodium acetate (100 mM, pH 5.5), 20 μL of 1×TBE, 1.5 μL of 50 mM ZnCl2, and 2.37 μL of a 100 mM AG or D-P stock solution. DNA was denatured at 95° C. for 5 min on a PCR heating block and then brought to 4° C. for 5 min. After equilibration to 45° C., 1.5 μL of 10 U/μL nuclease P1 was added. Alkaline phosphatase (4 μL of 8 U/μL), 1 U of bovine phosphodiesterase, and 14 μL of 100 mM CaCl2 were added after 1 hour, and the hydrolysis/dephosphorylation was continued for another 7 hours. DNA concentrations were determined by UV spectroscopy (1 OD260=50 μg/ml) and samples were stored at −80° C. prior to MS analyses. A 5 μL aliquot of digest was diluted to 200 μL and used for quantitation of 2-deoxyguanosine by HPLC integration using a Beckman C-18 reverse phase (25 cm×4.6 mm) column (Fullerton, Calif.). Separation was achieved isocratically using a mobile phase of 6% MeOH, 0.1% acetic acid in water.
DNA isolation from human tissue. Breast tumor and adjacent normal tissue was obtained from the frozen tumor bank of the City of Hope Pathology Core. A pea-sized section (˜100 mg) of tissue was minced and suspended in 1.2 mL of digestion buffer (100 mM NaCl, 10 mM Tris HCl, pH 8, 25 mM EDTA, pH 8, 0.5% SDS, 0.2 mg/mL proteinase K, 10 mM D-penicillamine) and incubated at 50° C. in a water bath for 12-18 h. DNA was then extracted using an equivalent volume of phenol/chloroform/isoamyl alcohol (25:24:1). The aqueous fraction was separated and 0.5 volumes of ammonium acetate and 2 volumes of 100% ethanol were added. The DNA was spooled, washed twice with 70% ethanol, pelleted, and resuspended in autoclaved 18.2 MSΩ water. The enzymatic hydrolysis was carried out as described above.
LC-ESI-MS/MS. Quantification of CEdG was performed using a LC-MS/MS method. Measurement of 8-oxo-dG was performed as previously described.19 CEdG and 15N5-CEdG (internal standard) were synthesized and purified. Measurements were performed using an Agilent 1100 Capillary LC system (Agilent Technologies, Palo Alto, Calif.) in line with a Micromass Quattro Ultima Triple Quadrupole Mass Spectrometer (Micromass, Beverly, Mass.) operating in positive-ion mode. The detector settings were as follows: capillary voltage, 3.5 kV; cone voltage, 18 V; collision cell voltage, 11 V; source temperature, 350° C.; desolvation temperature, 150° C.; cone gas flow, 620 liter/h; and desolvation gas flow, 500 liter/h. The mass transitions monitored for CEdG and 15N5-CEdG were 340.3→224.3 and 345.4→229.4 respectively. HPLC was accomplished using isocratic conditions with a mobile phase of 15% aqueous MeOH with 0.1% formic acid on a Prodigy ODS C-18 (25 cm×2.0 mm×5 micron) column (Phenomenex, Torrance, Calif.). The flow rate was 0.2 ml/min with a total run time of 30 min. The retention times for CEdG diastereomers A and B using these conditions were 9.3 and 16 min, respectively. The lower limit of quantitation for CEdG, defined as a peak height of ≧5× baseline noise, was 0.1 ng/ml in the starting solution or 0.2 pg on column.
For urine analyses and calf thymus DNA digests, calibration curves were constructed using 0.75, 1.5, 3, 6, 12, 24, and 48 ng/mL of synthetic CEdG in urine or in blank nucleoside digestion buffer. For human breast tissues, CEdG concentrations used for calibration were 0.19, 0.38, 0.75, 1.5, 3, and 6 ng/mL. Linearity of the calibration curves were demonstrated with R-squared values of ≧0.996. Inter- and intra-day accuracy of the assay across the range of the standard curve was established to be 96% and 94% of target concentrations, respectively. The assay was also determined to be unbiased with both inter- and intra-day precision within +6%. Quantification of 2′-deoxyguanosine (dG) was performed by HPLC integration of DNA digests and final values were expressed as CEdG/107dG.
Urine extracts or mononucleoside digests were spiked with 20 μL of 100 ng/mL 15N5-labeled CEdG and 10 μL of 86% phosphoric acid. Samples were then loaded onto strata-X-C cation mixed mode columns that had been pre-conditioned with MeOH/CH3CN (1:4) followed by 2% phosphoric acid. After sample loading, columns were washed with 0.1% phosphoric acid, followed by MeOH. Nucleosides were eluted with 3% ammonium hydroxide in MeOH/CH3CN (1:4) and evaporated to dryness in a centrifugal concentrator. Samples were reconstituted with 100 μL of 0.1% formic acid and analyzed directly by LC-MS/MS. Recovery of CEdG diastereomers and 15N5-CEdG from urine and mononucleoside digests was determined to be 85+/−0.9%.
Synthesis and characterization of CEdG isotopomers. Isotopomers of CEdG were prepared by a modification of the method of Ochs and Severin.17 Reaction of 15N5-dG with (dl)-glyceraldehyde in phosphate buffer afforded the desired products as a ˜1:1 mixture of diastereomers in ˜60% yield. Unenriched CEdG diasteromers were prepared in an analogous manner. The N2 amino group of dG catalyzes the dehydration of glyceraldehyde to yield the hemiacetal of MG in situ, which then reacts to provide CEdG either directly by condensation at N2 or alternatively via the rearrangement of an intermediate N1, N2 cyclic diol. The two diastereomers of CEdG were readily resolved by HPLC and eluted at 24 and 29 minutes (
Mass analyses of the CEdG isotopomers were performed using a Thermo Finnigan LTQ ion trap mass spectrometer in the positive ion mode. The most intense signal in the parent ion spectrum of the isotopically enriched standard corresponded to the sodium salt of 15N5-CEdG at m/z 367 [PNaH]+ (
Stability of CEdG to acid-catalyzed depurination and sidechain isomerization. The chemical stability of CEdG was examined as an important criterion for evaluating its suitability as a quantitative biomarker. Purified stereoisomers of synthetic CEdG were subjected to acidic conditions (1 M AcOH at 37° C.) and the extent of released free base and diastereomer interconversion was monitored by HPLC as a function of time. Analogous experiments were performed for dG and the results are presented in
Urinary CEdG measurement in diabetic rats. A diabetic animal model was used to examine the relationship between glycemic status and CEdG levels. Rats rendered diabetic by streptozoticin (STZ) treatment possess elevated MG relative to normal controls and thus appeared likely to exhibit an increased burden of CEdG adducts. The effect of AGE inhibitor, LR-90, was also examined. The results of these experiments are shown in
CEdG in organs of Zucker fatty rats. The Zucker rat is a morbidly obese, hyperinsulinemic model for Type 2 diabetes resulting from homozygous knockout of the leptin receptor. In order to determine whether elevated circulating glucose in the Zucker rat correlates with increased tissue DNA glycation, CEdG levels from tissue-extracted DNA were measured in selected organs and compared to lean controls and to Zucker rats treated with the glycation inhibitor LR-90. Data for liver, pancreas and kidney are shown in
CEdG in calf thymus DNA. Commercial grade calf thymus DNA was used as a model substrate for developing a protocol for CEdG quantitation in double-stranded DNA. DNA was hydrolyzed and dephosphorylated by sequential addition of nuclease P1, alkaline phosphatase and phosphodiesterase. Then, mononucleosides were concentrated by solid phase extraction prior to LC-MS/MS analyses. The results of these experiments are shown in
Since the extraction of DNA from biological samples requires extended reaction with proteinase K (up to 24 h), it was investigated whether this treatment could also contribute to artifactual CEdG formation. Accordingly, calf thymus DNA was subjected to mock proteolysis prior to hydrolysis and workup in the absence of carbonyl scavenger.
Measurement of urinary CEdG in post-menopausal women undergoing treatment with aromatase inhibitors. One noted side-effect of treatment with aromatase inhibitors (AI) in cancer therapy is an impairment of cognitive function, which may be linked to enhanced glycation in the brain. Enhanced brain glycation is a contributing factor in the pathology of Alzheimer's disease. In order to examine whether treatment with aromatase inhibitors can affect glycation status, urine from 32 patients was collected just prior to and 6 months following administration of AI, and levels of CEdG were measured in urine. Data for the (R) and (S) isomers of CEdG are shown in panels A and B, respectively, of
CEdG measurement in human solid tumors vs adjacent tissue. Frozen tumor specimens and adjacent tissue were obtained from the City of Hope Tumor Bank. DNA was extracted as described and analyzed for CEdG. Results are shown in
These variations in CEdG between tumor and adjacent tissue represent the corresponding levels of glycolytic stress. In order to avoid the pro-apoptotic effects of methylglyoxal produced as a result of enhanced glycolysis, solid tumors must restrict its accumulation. Tumors with lower levels of CEdG relative to adjacent tissue, can successfully minimize their glycolytic stress in spite of maintaining elevated glycolysis. This is likely due to overexpression of the methylglyoxal scavenging enzymes glyoxalase 1 and aldose reductase in tumors, as well as enhanced removal of CEdG from DNA by repair enzymes. Tumors with elevated levels of CEdG relative to adjacent tissue are predicted to be genetically unstable, and more sensitive to chemotherapy as a result of the cytotoxic accumulation of methylglyoxal. Thus, another embodiment is a method of predicting which tumors of a cancer patient are more susceptible to chemotherapy by testing CEdG levels in tumor samples. If the CEdG levels are high, then the tumor is more likely to be receptive to chemotherapy treatment. Measurement of CEdG can also be used to identify which cancers which can benefit from targeting glyoxalase 1 and/or aldose reductase, in order to restore their sensitivity to chemotherapy. CEdG measurement can provide a direct means for identifying tumors most likely to benefit from these approaches.
Quantitation of CEdG in a human breast tumor and adjacent normal tissue. Many cancer cells in the hyopoxic tumor microenvironment primarily utilize glycolysis to meet their energetic demands. This glycolytic phenotype (Warburg effect) is characterized by constitutive cell surface expression of glucose transporter proteins such as GLUT-1, and forms the basis for the diagnostic use of 18FDG-PET in the imaging of breast and other cancers.26,27 Enhanced glyocolytic flux suggests that breast tumors might exhibit abnormal levels of AGEs including CEdG. Accordingly the levels of CEdG diastereomers were measured in DNA extracted from a clinical breast tumor specimen as well as adjacent normal tissue. The data in Table 1 reveal some significant (P<0.05) differences in the levels of CEdG between tumor and normal tissue. Both stereoisomers were observed at ˜3-fold higher levels in normal relative to tumor tissue (CEdG-A, P=0.02; CEdG-B, P=0.003). In the column under CEdG/107dG, “a” indicates P=0.08 versus CEdG-B in normal issue; “b” indicates P=0.02 versus CEdG-A in adjacent normal tissue; “c” indicates P=0.003 versus CEdG-B in adjacent tumor tissue; and “d” indicates P=0.03 versus CEdG-A in tumor tissue.
Within normal tissue, the levels of CEdG-A and B were not significantly different (P=0.08), while in tumor there was a small bias favoring CEdG-A (P=0.03). Levels of CEdG in DNA extracted from either breast tumor or adjacent tissue in the absence of carbonyl scavenger were ˜1.5-2.0 fold higher; however, artifactual formation was inhibited by the addition of 10 mM D-penicillamine in two aliquots during both the cell lysis/DNA isolation and hydrolysis/dephosphorylation steps. 15N-enriched isotopomers of CEdG differing from the unlabelled adducts by 5 amu were synthesized, which provided sufficient mass resolution for accurate and reproducible quantitation using the stable isotope dilution method.
The ability to simultaneously resolve and quantitate both diastereomers of CEdG provides two independent parameters for assessing DNA glycation levels within a single sample. The biological significance of the CEdG diastereomer ratio in vivo may reflect stereochemical biases in adduct repair or polymerase bypass. Of course, examination of the CEdG stereoisomer distribution in vivo by LC-ESI-MS/MS would only be meaningful if the rate of stereochemical interconversion was negligible. Regarding overall adduct stability, loss of the CEG base from either stereoisomer during workup would result in the generation of abasic sites leading to an underestimation of true nucleoside adduct levels, which was of particular concern since CEdG undergoes depurination more readily than dG at elevated temperatures. The extent of depurination and racemization was quantified by monitoring free base formation and isomer interconversion under acidic conditions at 37° C. rather than at non-physiological temperatures.
One important confounding factor in the quantitation of adducts resulting from oxidative or oxoaldehyde DNA modification is artifactual product formation during sample isolation and workup. The problems surrounding the measurement of 8-oxo-dG using GC-MS and/or mildly oxidizing workup conditions have been detailed previously.36-38 In the case of CEdG adducts, the presence of MG during the workup could complicate the accurate determination of endogenous levels. The effects of carbonyl scavenger addition prior to the enzymatic digestions were examined due to the high background levels of CEdG detected in reagent grade calf thymus DNA. Scavengers such as AG and D-P react rapidly with MG and other oxoaldehydes to yield aminotriazines and thiazolidines respectively (
MG bound reversibly to proteins was predominantly responsible for the formation of DNA glycation artifacts observed during the isolation and workup of dsDNA. Extraction and workup procedures which expose DNA for extended periods to cell lysates and partially purified enzyme reagents increase the probability for the ex vivo formation of CEdG, necessitating the need for carbonyl scavengers. MG-BSA conjugates prepared by incubating MG with BSA can be used as reagents to induce DNA damage in cultured mammalian cells. The data in
A diverse array of tumor and corresponding control tissues are examined in order to determine whether the trends noted in the breast cancer specimen are a general feature of tumors which display elevated levels of glycolysis. The finding of significantly lower CEdG in breast tumors relative to adjacent normal tissue can potentially be explained by the observation that glycolytic cancers possess lower levels of MG as a result of overexpression of the glyoxalase system. This highly evolutionarily conserved system consists of two non-homologous zinc metalloenzymes Glo1 and Glo2, which act sequentially to convert MG into lactate using reduced glutathione (GSH) as a catalytic cofactor.
Glo1/2 are overexpressed around 3-5× in many breast cancers relative to normal mammary tissue, and enhanced expression of either one or both enzymes has also been observed in prostate, kidney, lung, colon, stomach, brain and ovarian cancers.42,43 This is a metabolic adaptation to counter the pro-apoptotic effect of MG accumulation in glycolytic tumors, which make Glo1 and Glo2 inhibitors attractive candidates for cancer therapeutics. Accordingly, another application of the present quantitative LC-MS/MS method is for monitoring the efficacy of glyoxalase inhibitors, which would induce a dose dependent increase in CEdG levels.
In sum, the new quantitative LC-MS/MS method for the measurement of CEdG improves upon (with purity and volume) and complements methods currently available for detecting protein AGEs, and allows for a more comprehensive evaluation of the role of nucleotide glycation in a wide range of human metabolic diseases, including diseases in which CEdG levels affect the disease.
The foregoing merely illustrates various embodiments. As such, the specific modifications discussed above are not to be construed as limitations on the scope of the disclosed products and methods. Equivalent embodiments are included within the contemplated scope. All references cited herein are incorporated by reference as if fully set forth herein.
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Claims
1. A method of quantifying an advanced glycation end product (AGE) in a sample, comprising:
- (a) obtaining a biological sample from a subject; and
- (b) performing liquid chromatography electrospray ionizing tandem mass spectrometry assay on the sample using a stable isotope dilution and an internal standard;
- wherein the assay determines the quantity of AGE in the sample.
2. The method of claim 1, wherein the AGE is N2-carboxyethyl-2′-deoxyguanosine (CEdG) and the internal standard is 15N5-CEdG.
3. The method of claim 2, wherein elevated or depressed CEdG levels in a subject as compared to normal physiological CEdG levels indicates the presence of a metabolic disorder in the subject.
4. The method of claim 2, wherein elevated CEdG levels in a subject as compared to normal physiological CEdG levels indicates diabetes.
5. The method of claim 2, wherein depressed CEdG levels in a subject as compared to normal physiological CEdG levels indicates cancer.
6. The method of claim 5, wherein the cancer is breast cancer.
7. The method of claim 1, wherein the biological sample is selected from the group consisting of nucleic acid, urine, and tissue.
8. A method of detecting diabetes in a subject comprising:
- (a) obtaining a biological sample from the subject; and
- (b) quantifying N2-carboxyethyl-2′-deoxyguanosine (CEdG) level in the sample using liquid chromatography electrospray ionization tandem mass spectrometry and an internal CEdG standard;
- wherein, an elevated level of CEdG indicates that the subject has diabetes.
9. The method of claim 8, wherein the method further comprises, upon determining that a subject has diabetes,
- (c) administering a treatment for diabetes; and
- (d) after administration, repeating steps (a) and (b) to determine whether the treatment is therapeutically effective, wherein if the level of CEdG has been reduced or returned to normal, the treatment is therapeutically effective.
10. The method of claim 8, wherein the biological sample is urine or nucleic acid.
11. The method of claim 10, wherein the nucleic acid is double-stranded DNA.
12. The method of claim 8, wherein the internal standard is 15N5-CEdG.
13. The method of claim 8, further comprising preventing artifactual CEdG formation by adding aminoguanidine and/or D-penicillamine to the sample between steps (a) and (b).
14. A method of detecting a glycolytic cancer in a subject comprising:
- (a) obtaining a biological sample from the subject; and
- (b) quantifying a N2-carboxyethyl-2′-deoxyguanosine (CEdG) level in the sample using liquid chromatography electrospray ionization tandem mass spectrometry and an internal standard of 15N5-CEdG;
- wherein, a depressed level of CEdG indicates that the subject has a glycolytic cancer.
15. The method of claim 14, wherein the method further comprises, upon determining that a subject has a glycolytic cancer,
- (c) administering a treatment for the cancer; and
- (d) after administration, repeating steps (a) and (b) to determine whether the treatment is therapeutically effective, wherein if the level of CEdG has been increased or returned to normal, the treatment is therapeutically effective.
16. The method of claim 15, wherein the treatment for cancer is chemotherapy or radiotherapy.
17. The method of claim 14, wherein glycolytic cancer is breast cancer and the biological sample is breast tissue.
18. The method of claim 14, wherein the biological sample is nucleic acid.
19. The method of claim 18, wherein the nucleic acid is double-stranded DNA.
Type: Application
Filed: Aug 10, 2009
Publication Date: Apr 29, 2010
Inventors: Samuel Rahbar (Beverly Hills, CA), Timothy W. Synold (Monrovia, CA), John Termini (Altadena, CA)
Application Number: 12/538,854
International Classification: B01D 59/44 (20060101); G01N 30/00 (20060101);