Literature DB >> 24410521

Application of a high-resolution mass-spectrometry-based DNA adductomics approach for identification of DNA adducts in complex mixtures.

Silvia Balbo1, Stephen S Hecht, Pramod Upadhyaya, Peter W Villalta.   

Abstract

Liquid chromatography coupled with mass spectrometry (LC-MS) is the method of choice for analysis of covalent modification of DNA. DNA adductomics is an extension of this approach allowing for the screening for both known and unknown DNA adducts. In the research reported here, a new high-resolution/accurate mass MS(n) methodology has been developed representing an important advance for the investigation of in vivo biological samples and for the assessment of DNA damage from various human exposures. The methodology was tested and optimized using a mixture of 18 DNA adducts representing a range of biologically relevant modifications on all four bases and using DNA from liver tissue of mice exposed to the tobacco-specific nitrosamine 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). In the latter experiment, previously characterized adducts, both expected and unexpected, were observed.

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Year:  2014        PMID: 24410521      PMCID: PMC3982966          DOI: 10.1021/ac403565m

Source DB:  PubMed          Journal:  Anal Chem        ISSN: 0003-2700            Impact factor:   6.986


Liquid chromatography coupled with mass spectrometry (LC-MS) has become the method of choice for the characterization and quantitation of covalent modification of DNA in various biological samples.[1,2] However, the standard methodology focuses on the investigation of small numbers of anticipated DNA adducts based on a priori assumptions regarding the formation of specific adducts. This approach does not account for the complexity of in vivo DNA adduct formation resulting from endogenous sources, such as oxidative stress or lipid peroxidation, or as a result of exposure to complex mixtures of chemicals which cannot be completely anticipated or predicted. In the era of genome-wide association studies and development of -omics techniques, new technologies are needed to allow investigation of effects arising from environmental exposure in all its complexity.[3] In this context, DNA adductomics is emerging as a method for screening for both known and unknown DNA adducts and is prompting activity by several research groups.[4−15] The LC-MSn methodology for adductomics experiments relies primarily on the general observation that the collisional-induced dissociation of protonated modified deoxyribonucleoside ions results in the loss of the deoxyribose moiety and the formation of the corresponding protonated modified nucleobase ions. In a typical experiment, DNA samples are enzymatically hydrolyzed to free deoxyribonucleosides with the resulting sample analyzed by LC-MSn for neutral loss of m/z = 116 corresponding to the deoxyribose group. The most common approach has been to perform LC-MS2 analysis using triple quadrupole instrumentation operated in the constant neutral loss (CNL)[6−8,13] or “pseudo” CNL mode.[5,9−12,14] In CNL mode, quadrupole 1 (Q1) and Q3 are scanned simultaneously over a large mass range with a constant offset of 116 amu. The pseudo-CNL approach is similar to CNL; however, instead of actually scanning the quadrupoles, the system is set to monitor many (25 to 50) 1 amu spaced contiguous selected reaction monitoring (SRM) transitions all involving the loss of 116 amu with multiple injections (typically 7–15) covering different mass ranges, so that a large range is ultimately covered for a given sample. The triple quadrupole approach has many positive attributes including simplicity of both methodology and data analysis and relatively low instrumentation costs. However, it is limited in both its selectivity and identification capability due to its “low-resolution” data acquisition and lack of fragmentation beyond MS2. The field of DNA adductomics is in its infancy, and thus there are many opportunities for significant improvement, especially considering the rapidly improving capabilities of MS instrumentation. The method we describe here is a unique and innovative nanoelectrospray ionization/high-resolution MS approach. It uses high-resolution/accurate mass monitoring of the neutral loss of the 2′-deoxyribose (116.0474 amu) moiety with triggering of MS3 fragmentation to increase the specificity of the fundamental adduct identification step and the presence of an MS3 event indicating the observation of an adduct. In addition, the accurate mass measurement of the observed DNA adducts allows for determination of the likely elemental composition of the adduct. The MS3 fragmentation which is triggered upon observation of the accurate mass loss of deoxyribose provides additional adduct structural information. Finally, the methodology outlined here is unique in that it uses nanospray ionization (300 nL/min) to take advantage of the inverse relationship between flow rate and electrospray sensitivity.[16,17] This maximized sensitivity is especially important, because sample sizes of in vivo sources of DNA are typically limited and adduct levels are low. In the research reported here, we tested and optimized the performance of the approach by analyzing a mixture of 18 DNA adducts including modifications of all four nucleobases at various reactive sites producing adducts with differing polarities. We also investigated the effect of a real sample matrix on DNA adduct detection in the standard mix. Lastly, DNA from liver tissue of mice exposed to the tobacco-specific nitrosamine 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK) was analyzed to assess the ability of the method to detect expected DNA adducts and screen for unknown adducts formed in vivo.

Experimental Section

Caution

NNK is carcinogenic. It should be handled with extreme caution in a well-ventilated hood and with personal protective equipment.

Chemicals

N2-ethyl-2′-deoxyguanosine (N-ethyl-dG) (1), N2-(4-hydroxybut-1-yl)deoxyguanosine [N2-(4-OH-butyl)-dG] (2), (6S,8S)-3-(2′-deoxyribos-1′-yl)-5,6,7,8-tetrahydro-8-hydroxy-6-methylpyrimido[1,2-a]purine-10(3H)one (OH–Methyl-PdG) (3), (6R/S)-3-(2′-deoxyribos-1′-yl)-5,6,7,8-tetrahydro-6-hydroxypyrimido[1,2-a]-purine-10(3H)one (OH-PdG) (4), 7,8,9-trihydroxy-10-(N2-deoxyguanosyl)-7,8,9,10-tetrahydrobenzo[a]pyrene (BPDE N2-dG) (5), 5-methylchrysene-diolepoxide-N2-deoxyguanosine ((5-MeCDE-N2-dG) (6), O-[4-(3-pyridyl)-4-oxobut-1-yl]-2′-deoxyguanosine (O6-POB-dG) (9), O6-[1-hydroxy-1-(3-pyridyl)but-4-yl]deoxyguanosine (O6-PHB-dG) (10), 5-methylchrysene-diolepoxide- N6-deoxyadenosine (5-MeCDE-N-dA) (14), O4-(4-hydroxybut-1-yl)thymidine [O4-(4-OH-butyl)-dT] (15), O2-[4-(3-pyridyl)-4-oxobut-1-yl]thymidine (O2-POB-dT) (16), N4-(4-hydroxybut-1-yl)deoxycytidine [N4-(4-OH-butyl)-dC] (17) and O2[4-(3-pyridyl)-4-oxobut-1-yl]deoxycytidine (O2-POB-dC) (18), were prepared as described.[18−24]O-Methyl-2′-deoxyguanosine (O6-Me-dG) (7), 8-oxo-7,8-dihydro-2′-deoxyguanosine (8-Oxo-dG) (8), 1,N6-etheno-2′-deoxyadenosine (ε-dA) (12) and N6-hydroxymethyldeoxyadenosine (N6-Me-dA) (13) were purchased from Sigma-Aldrich (St. Louis, MO). 6-(1-Hydroxyhexanyl)-8-hydroxy-1,N2-propano-2-deoxyguansine (HNE-dG) (11) was kindly donated by Dr Fung-Lung Chung from Georgetown University Medical Center. The mixture of 18 standards was dissolved in H2O/CH3OH 80:20 at a final concentration of 100 fmol/μL for each standard. Ethanol was obtained from AAPER Alcohol and Chemical Co. (Shelbyville, KY). Puregene DNA purification solutions were obtained from Qiagen (Valencia, CA). Calf thymus DNA was purchased from Worthington Biochemical Corporation (Lakewood, NJ). All other chemicals were purchased from Sigma-Aldrich. All solvents used for HPLC and MS analysis were of the purest grade commercially available.

Human Leukocyte DNA

This study was approved by the University of Minnesota Institutional Review Board. Blood samples were obtained by venipuncture from two nonsmokers. Leukocytes were isolated from freshly collected peripheral whole blood. DNA was isolated using the DNA purification from the buffy coat protocol (Qiagen Corp, Valencia, CA) with several modifications.[25] Briefly, 3 mL of RBC cell lysis solution were added to 1 mL of buffy coat prepared from 10 mL of whole blood. The white blood cell pellet was collected by centrifugation (2000g × 10 min), treated with 3 mL of cell lysis solution and incubated at room temperature overnight. A solution of RNase A (4 mg/mL) was added (15 μL), and the sample was incubated at room temperature for 2 h. One milliliter of protein precipitation solution was added to the cell lysate, and the mixture was centrifuged (2000g × 15 min) to remove proteins. DNA was precipitated from the supernatant by addition of 4 mL of isopropanol. The DNA pellet was washed with 1 mL of 70% ethanol in H2O and then 1 mL of 100% ethanol. DNA was dried in a stream of N2 and stored at −20 °C until use.

Treatment of Mice with NNK

This study was approved by the University of Minnesota Institutional Animal Care and Use Committee and was performed in accordance with NIH guidelines. Female A/J mice, 5–6 weeks old, were purchased from Jackson Laboratories (Bar Harbor, ME) and were housed, five animals per cage, under standard conditions and maintained on American Institute of Nutrition-93-G diet (Dyets, Inc., Bethlehem, PA). Animals were exposed to 3 μmol (621 μg) NNK, by gavage in 0.1 mL of cotton seed oil once a week for 4 weeks, and were sacrificed 24 h after the last treatment. Livers were removed, immediately frozen on dry ice, and stored at −80 °C.

DNA Isolation from Mouse Liver

Mouse liver (700 mg) was cut into small pieces, added to 12 mL cell lysis solution (Qiagen), and homogenized with a Tissue Ruptor (Qiagen) for 2 min at medium speed. The sample was then processed as reported above following the protocol for DNA isolation from human leukocytes. Reagent volumes were scaled accordingly following the manufacturer’s recommendations.

DNA Hydrolysis

DNA (∼500 μg) was dissolved in 400 μL 10 mM Tris/5 mM MgCl2 buffer (pH 7) and was initially digested overnight at room temperature with 350 units (U) of DNase I (type II, from bovine pancreas). To the resulting mixture were added an additional 350 additional U of DNase I, 225 mU of phosphodiesterase I, 32.5 mU of phosphodiesterase II, and 750 U of alkaline phosphatase, followed by incubation at 37 °C overnight. The enzymes were then removed by centrifugation using a centrifree MPS ultrafiltration device (MW cutoff of 30 000; Amicon, Beverly, MA). All steps of the protocol were performed using silanized glass vials.

HPLC Purification and Fraction Collection

The hydrolysate was reduced to a volume of about 300 μL under reduced pressure. Fractionation was carried out with an Agilent 1100 HPLC with a diode array UV detector operated at 254 nm (Agilent Technologies, Palo Alto, CA). A 4.6 × 25 cm Luna 5 μm C18 column (Phenomenex, Torrance, CA) was used with a CH3OH in H2O gradient at a flow rate of 700 μL/min. The gradient was as follows: 5% CH3OH, 5 min; then increased to 20% CH3OH in 1 min and held for 5 min; then increased to 30% in 2 min and held for 5 min; then to 40% in 1 min and held for 5 min; then to 50% in 1 min and held for 5 min; then to 70% in 1 min and held for 5 min; and finally to 100% in 1 min and held for 5 min between 37 and 43 min. Fraction collection started 6 min after the beginning of the run. Fractions were collected every 3 min for a total of 12 fractions collected for each sample injected. The fractions were then dried under reduced pressure. Residuals from fractions 2 to 7 were resuspended in 20 μL H2O, whereas residuals from fractions 8 to 12 were resuspended in 20 μL of 20% CH3OH in H2O. All steps of the protocol were performed using silanized glass vials.

LC-MS Parameters

One microliter of sample was injected onto a NanoLC-Ultra 2D HPLC (Eksigent, Dublin, CA) system equipped with a 5 μL injection loop. Separation was performed with a capillary column (75 μm ID, 10 cm length, 15 μm orifice) created by hand packing a commercially available fused-silica emitter (New Objective, Woburn MA) with 5 μm Luna C18 bonded separation media (Phenomenex, Torrance, CA). The flow rate was 1000 nL/min for 5.5 min, then decreased to 300 nL/min with a 40 min linear gradient of 2 to 30% CH3CN in 5 mM NH4OAc aqueous buffer (pH 6.8), followed by a 5:95 buffer/CH3CN hold for 10 min and a 5 min re-equilibration at 1000 nL/min 98:2 buffer/CH3CN. The injection valve was switched at 6 min to remove the sample loop from the flow path during the gradient. Samples were analyzed by nanoelectrospray using an LTQ Orbitrap Velos instrument (Thermo Scientific, Waltham, MA). The nanoelectrospray source voltage was set at 1.6 kV, and the capillary temperature was 350 °C. The ion focusing and transfer elements of the instrument were adjusted for maximum signal intensity by using the automated instrument tuning feature while monitoring the background ion signal of m/z = 371.1 amu (decamethylcyclopentasiloxane) to create the tune file used for data analysis. This resulted in an S-Lens RF level setting of 62%.

CNL-MSn Data-Dependent Scanning

Analysis was performed with full scan detection followed by data-dependent MS2 acquisition and constant neutral loss triggering of MS3 fragmentation. Full scan (250–600 amu) detection was performed using the Orbitrap detector at a resolution of 60 000 (at m/z 400) with 1 microscan (one mass analysis followed by ion detection), automatic gain control (AGC) target settings of 1 × 106, and a maximum ion injection time setting of 100 ms. For the analysis of mouse liver DNA, seven injections were made using different 50 amu ranges covering a total range of 250–600 amu. MS2 fragmentation was performed in the ion trap on the three most intense full scan ions from the full scan spectra with Orbitrap detection at a resolution of 7500, automatic gain control (AGC) of 2 × 105, 1 microscan, maximum ion injection time of 100 ms, and full scan injection waveforms enabled. MS2 fragmentation parameters were as follows: 3 amu isolation width, normalized collision energy of 35, activation Q of 0.25, and activation time of 10 ms. Data-dependent parameters were as follows: triggering threshold of 500, repeat count of 1, exclusion list size of 500, exclusion duration of 60s, and exclusion mass width of ±5 ppm. A reject mass list (500 ions) was used with a mass tolerance of ±5 ppm consisting of protonated 2′-deoxyribonucleosides and protonated 2′-deoxyribonucleoside artifacts as listed in Table 1 and the most intense peaks observed in the full scan (250–600 amu) mass analysis over the total chromatographic time period of a sample preparation blank. MS3 fragmentation (2 amu isolation width, normalized collision energy of 35, activation Q of 0.25, activation time of 30 ms) with ion trap detection was triggered upon observation of a neutral loss of 116.0474 ± 0.0006 amu (±5 ppm) between the parent ion and one of the 50 most intense product ions from the MS2 spectrum, provided a minimum signal of 500 was observed. The following MS3 parameters were used: 3 microscans, repeat count of 1, AGC target setting 1 × 104, maximum ion injection time of 50 ms.
Table 1

List of the Calculated Masses (m/z) of Positively Ionized 2′-Deoxyribonucleoside Ions for the Four Bases and Their Corresponding Electrostatically Bound Dimer Ions

 +H++K++Na++NH3+
dG268.1040306.0599290.0860285.1306
dA252.1091290.0650274.0911269.1357
dC228.0979266.0538250.0798245.1244
dT243.0975281.0534265.0795260.1241
dGdG535.2008573.1567557.1827552.2273
dGdA519.2059557.1617541.1878536.2324
dGdC495.1946533.1505517.1766512.2212
dGdT510.1943548.1502532.1762527.2208
dAdA503.2110541.1668525.1929520.2375
dAdC479.1997517.1556501.1817496.2263
dAdT494.1994532.1553516.1813511.2259
dCdC455.1885493.1444477.1704472.2150
dCdT470.1881508.1440492.1701487.2147
dTdT485.1878523.1437507.1698502.2144

Results and Discussion

We used a mixture of 18 DNA adduct standards (Figure 1) to test and optimize our methodology. The selected adducts represent modifications of all four nucleobases at various reactive sites and with differing polarity. The standards were dissolved in H2O or CH3OH, combined, and diluted with H2O to reach a final concentration of 100 fmol/μL. One microliter injections were made. The instrument was set to perform three scan events: (1) full scan from m/z 250 to 600 at a resolution of 60 000; (2) data-dependent MS2 analysis (R = 7500) of ions observed in the full scan event; (3) data-dependent MS3 analysis triggered by the neutral loss of 116.0474 ± 0.0006 amu from the MS2 spectrum and the mass of the ion which triggered the MS2 event.
Figure 1

Structures of the DNA adducts in the mixture of standards, dR = 2′-deoxyribose.

Structures of the DNA adducts in the mixture of standards, dR = 2′-deoxyribose. The high-resolution/accurate mass measurements of the parent and product ions allow for selective identification of DNA adducts with minimal possibility of false positives while providing valuable molecular formula information. In addition, data-dependent operation is efficient, because ions can be selected (and rejected) for MS2 fragmentation based upon their accurate masses. Also, it allows for a higher number (50) of product ions considered for MS3 fragmentation compared to the similar “low-resolution” ion trap methodology of Turesky et al.,[4] which used a value of 10. Preliminary data from the analysis of DNA samples using the methodology described here suggested that the limiting factor for low level adduct detection was the speed at which ions could be sampled for MS2 fragmentation. To maximize the sampling rate, one microscan was used for the full and MS2 scan events with a repeat count value of one for MS2 and MS3 scan events. Increasing the number of microscans should result in more sensitive detection of adducts, and higher numbers of repeat counts and microscans would result in higher certainty of MS2 loss of the ribose moiety (116.0474 amu) and higher quality MS2 and MS3 spectra. Initial tests suggested that a repeat count of 1 was sufficient for the MS2 identification of DNA adducts and MS3 spectra which matched those of synthetic standards. Increasing the repeat count for the MS3 scan events could be done with minimal impact on the overall sampling rate, because the majority of the instrument time is spent on the full scan and MS2 scan events. A relatively high-resolution setting of 60 000 was used for full scan analysis to differentiate the complex set of ions observed. A significantly lower resolution of 7500 was used for the MS2 analysis, because the fragmentation spectra is much less complex and scanning time of an Orbitrap analyzer is inversely proportional to resolution. The lower resolution setting of the MS2 spectra does not affect the ability of the Orbitrap to make accurate mass measurements unless there are no unresolved fragment ions skewing the measured nucleoside ion mass from the true value. Three microscans were used for the MS3 events to increase the amount of ion signal detected (compared to one microscan for MS2 events) with little impact on the MS2 sampling rate, because the number of MS3 triggered events is relatively small. An example of the set of data obtained from each adduct identification is shown for O2-POB-dT in Figure 2. The signal generated by the MS3 fragmentation event as shown in Panel A indicates the observance of a DNA adduct with the corresponding MS3 spectrum providing structural information including possible base identification. In this example, the MS3 spectrum of O2-POB-dT (shown in Panel A.1) contains [POB]+ (m/z = 148.1 amu), [thymine + H]+ (m/z = 127.1 amu), and [C6H4NO]+ (m/z = 106.1 amu) as fragment ions of [O2-POB-dT + H – 116.0474]+. The measured accurate mass of O2-POB-T is determined from the ion mass in the MS2 spectrum which triggered the MS3 event. Likewise, the measured mass of O2-POB-dT is determined from the full scan ion which triggered the MS2 event (shown in Panel B). Because the data-dependent repeat count was set to one for both the MS2 and MS3 scan events, there is one MS2 spectrum and one MS3 spectrum acquired for O2-POB-dT. The measured mass of O2-POB-dT, as determined from the full scan spectrum corresponding to the event at 19.17 min, represented in Panel C, is 390.1658 amu, which is 0.5 ppm from the actual mass (390.1660 amu).
Figure 2

Output of the high-resolution/accurate mass adductomic approach illustrated in the chromatograms and spectrum shown for O2-POB-dT from the standard mixture analysis. Panel A shows the MS3 scan event signifying detection of an adduct triggered by a mass difference of 116.0474 amu between an ion mass in the full scan (event shown in Panel C at 19.17 min) and an ion mass in the corresponding triggered MS2 spectrum (event shown in Panel B). Panel A.1 is the MS3 spectrum of O2-POB-dT. Panel C.1 is the accurate mass (5 ppm) extracted ion chromatogram of m/z = 390.1660 amu (O2-POB-dT) from the full scan spectra..

Output of the high-resolution/accurate mass adductomic approach illustrated in the chromatograms and spectrum shown for O2-POB-dT from the standard mixture analysis. Panel A shows the MS3 scan event signifying detection of an adduct triggered by a mass difference of 116.0474 amu between an ion mass in the full scan (event shown in Panel C at 19.17 min) and an ion mass in the corresponding triggered MS2 spectrum (event shown in Panel B). Panel A.1 is the MS3 spectrum of O2-POB-dT. Panel C.1 is the accurate mass (5 ppm) extracted ion chromatogram of m/z = 390.1660 amu (O2-POB-dT) from the full scan spectra.. Accurate mass extracted ion chromatograms for all standards showed clear and sharp peaks as illustrated in Figure 3. All standards triggered MS2 fragmentation resulting in the loss of deoxyribose (116.0474 ± 0.0006 amu) at high mass tolerance with subsequent triggering of the MS3 events.
Figure 3

Chromatograms obtained upon analysis of a mixture of 18 DNA adducts (20 fmol of each). Panel A: each channel shows the full scan accurate mass extracted ion chromatogram of the DNA adducts. Panel B: chromatogram combining the extracted ion chromatograms of all 18 adducts.

Chromatograms obtained upon analysis of a mixture of 18 DNA adducts (20 fmol of each). Panel A: each channel shows the full scan accurate mass extracted ion chromatogram of the DNA adducts. Panel B: chromatogram combining the extracted ion chromatograms of all 18 adducts. Fragmentation parameters were optimized using the 18 adduct mix. The CID collision energy, isolation width, activation time, and activation Q were varied while monitoring the number of MS3-triggered events and the MS2 signal intensity. Variation of the activation time and activation Q from the instrument default values had no effect on signal intensity. No differences were observed when varying the CID collision energy from 25 to 55. The isolation width optimization was more complicated. MS2 signal intensity increased and reached a plateau as the isolation window was increased and the onset value of the plateau increased with increasing ion mass. As a compromise between sensitivity and selectivity, the onset value for a DNA adduct [N2-(4-OH-butyl)-dG] which had an intermediate mass (m/z = 340 amu) was determined to be 3 amu and was used in the method. The number of ions fragmented per full scan was varied, and the optimal value in terms of triggering of MS3 events was determined to be 3. The optimized method was tested on human leukocyte DNA. A sample (400 μg) was spiked with 1 pmol of each of the 18 standards, and a buffer blank (with no DNA) served as a negative control. The samples were enzymatically hydrolyzed and fractionated by HPLC. Twelve fractions were collected, dried, redissolved in H2O, and analyzed. The negative control was similarly analyzed, and no trace of the adducts was detected. A reject mass list of 500 ions was used at a mass tolerance of ±5 ppm. This list consisted of the 2′-deoxyribonucleoside ions, their corresponding electrostatically bound dimer ions (reported in Table 1), and the most intense peaks observed in the sample preparation blank. The reject ion lists eliminate MS2 fragmentation of ions, which are present in the background or due to the various processing steps. Figure 4 illustrates the power of the high-resolution/accurate mass detection used for this methodology. The observation of the triggered MS3 spectrum corresponding to O6-POB-dG in human leukocyte DNA allowed for the determination of the mass of the parent ion by examination of the full scan spectrum which immediately preceded the MS3 event. Furthermore, the determination of the parent ion mass allowed for the generation of the extracted ion chromatogram from the full scan data. The ability to extract ions with 5 ppm mass tolerance allows for isolation of clear peaks (as shown in Panel C) from a high full scan background (shown in Panel A). In contrast, Panel B shows a chromatogram in which the peak is not clearly visible; this corresponds to the extracted ion signal under low-resolution/nominal mass accuracy (±0.2 amu) typical of ion trap and quadrupole instrumentation. Figure 5 summarizes the results obtained upon analysis of the 12 HPLC fractions. Clear peaks corresponding to 16 of the 18 adducts spiked into the DNA sample were detected in the accurate mass extracted ion chromatograms of the full scan data. More importantly, 14 of these adducts were identified by their corresponding MS3 signal.
Figure 4

Chromatograms obtained upon analysis of an HPLC fraction (fraction 9) from a human leukocyte DNA sample spiked with the mix of 18 standards. Panel A: total ion chromatogram (TIC) of the full scan data (250–600 amu) with high background signal from the sample matrix, which does not allow for clear identification of any peak. Panel B: extracted ion chromatogram (EIC) for O6-POB-dG at a mass tolerance typical of quadrupole and ion trap instruments (±0.2 amu). The peak corresponding to O6-POB-dG is not clearly distinguishable. Panel C: extracted ion chromatogram (EIC) for O6-POB-dG at a mass tolerance of 5 ppm. The DNA adduct peak is clearly identifiable.

Figure 5

Extracted ion chromatograms (EIC) for standard mix adducts obtained upon analysis of the fractions obtained from the HPLC purification of a sample in which adducts were added to human leukocyte DNA. Numbers correspond to adduct identity (Figure 1). Panel A: superimposed EICs obtained from fractions 1–5. Panel B: superimposed EICs obtained from fraction 6–12. Each color refers to the single EIC.

Chromatograms obtained upon analysis of an HPLC fraction (fraction 9) from a human leukocyte DNA sample spiked with the mix of 18 standards. Panel A: total ion chromatogram (TIC) of the full scan data (250–600 amu) with high background signal from the sample matrix, which does not allow for clear identification of any peak. Panel B: extracted ion chromatogram (EIC) for O6-POB-dG at a mass tolerance typical of quadrupole and ion trap instruments (±0.2 amu). The peak corresponding to O6-POB-dG is not clearly distinguishable. Panel C: extracted ion chromatogram (EIC) for O6-POB-dG at a mass tolerance of 5 ppm. The DNA adduct peak is clearly identifiable. Extracted ion chromatograms (EIC) for standard mix adducts obtained upon analysis of the fractions obtained from the HPLC purification of a sample in which adducts were added to human leukocyte DNA. Numbers correspond to adduct identity (Figure 1). Panel A: superimposed EICs obtained from fractions 1–5. Panel B: superimposed EICs obtained from fraction 6–12. Each color refers to the single EIC. These promising results prompted us to test this analytical approach on samples from animals exposed to a DNA-adduct-inducing compound to verify its ability to detect and identify DNA adducts resulting from a specific exposure. 4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK), a potent rodent carcinogen, undergoes cytochrome-P450-mediated metabolism, resulting in the formation of species that react with DNA-forming adducts. Pyridyloxobutyl (POB)–DNA adducts and methyl–DNA adducts are among the major DNA modifications occurring after reaction of NNK metabolites with DNA. Among these adducts, O6-POB-dG and O2-POB-dT have been identified and quantified in liver and lung DNA of rats and mice exposed to NNK[18,20] in our laboratories, and therefore, [pyridine-D4]O2-POB-dT and [pyridine-D4]O6-POB-dG were available to be used as internal standards in our experiment. The two deuterated analogs (200 fmol each) were added to DNA isolated from liver of an A/J mouse exposed to NNK before hydrolysis. The sample was then hydrolyzed, and HPLC fractions were collected. To maximize sensitivity and identify adducts present at possibly very low levels, we made seven separate injections per fraction, analyzing for mass ranges of 50 amu to cover a total mass range of 250 to 600 amu. Multiple injections increased the required instrumentation time for each fraction but resulted in a significant increase in the sensitivity of the analysis. Triggered MS3 signals corresponding to O2-POB-dT and O6-POB-dG and corresponding to the deuterated internal standards were detected in fractions 8 and 9, respectively. The full scan measured ion masses (390.1653 and 415.1716, respectively) which triggered the MS2 and subsequently the MS3 events had masses within 5 ppm (−1.6 ppm and +2.0 ppm, respectively) of the true masses (390.1660 and 415.1724, respectively). In addition, the MS3 spectra closely matched spectra obtained from the synthetic standards. The observation of the internal standards (200 fmol) in this DNA sample (500 μg or 1.4 μmoles of bases) gives us a measure of the upper limit of the sensitivity of this methodology of ≤1.4 adducts per 107 nucleosides. Additional DNA adducts identified in this experiment through examination of the MS3 events were O6-Me-dG in fraction 5, OH-PdG in fraction 6, and O6-PHB-dG in fraction 9. O6-Me-dG and O6-PHB-dG are formed from NNK, whereas OH-PdG is an endogenous DNA adduct.[22] Figure 6 summarizes the MS3 signals and chromatograms corresponding to the parent ions in the full scan event which triggered those MS3 events.
Figure 6

Chromatograms obtained upon analysis of liver DNA from mice exposed to NNK. The figure shows the chromatograms of the adduct detected in the full scan by the MS3 signal (*) corresponding to the loss of 116.0474 amu. Panel A: POB adducts and their corresponding internal standards added before the DNA hydrolysis. Panel B: additional adducts detected in fractions 5, 6, and 9.

Chromatograms obtained upon analysis of liver DNA from mice exposed to NNK. The figure shows the chromatograms of the adduct detected in the full scan by the MS3 signal (*) corresponding to the loss of 116.0474 amu. Panel A: POB adducts and their corresponding internal standards added before the DNA hydrolysis. Panel B: additional adducts detected in fractions 5, 6, and 9. This experiment confirmed the power of our “top down” methodology to reveal the presence of both unexpected and anticipated DNA adducts in in vivo samples through the combination of the full scan, MS2, and MS3 signals. Conventional DNA adduct discovery utilizes a “bottom up” approach where the formation of specific DNA adducts is hypothesized by considering the biochemistry of cytotoxins or suspected cytotoxins with confirmation by in vitro experimentation. This targeted approach, while more direct and technically more straightforward, does not account for the complexity of in vivo DNA adduct formation resulting from endogenous sources, such as oxidative stress or lipid peroxidation or as a result of exposure to complex mixtures of chemicals which cannot be completely anticipated or predicted. The high-resolution/accurate mass MSn DNA adductomic approach outlined here requires no assumptions to be made, and the analysis, while technically challenging, can be performed directly on in vivo samples. There are at least three significant advantages of using high-resolution/accurate mass monitoring for adductomics analysis. The accurate mass criterion for the observation of the neutral loss of the 2′-deoxyribose (116.0474 amu) provides a dramatic increase in the specificity of the adduct identification. Second, the accurate mass of an identified DNA adduct allows determination of its possible elemental composition. Third, our approach involves acquisition of MS3 spectra which provide important structural information, including possibly the identity of the modified base. Triple-quadrupole-based adductomics approaches have been reported,[5−14] but they neither allow for accurate mass determination nor provide MS3 spectra. In addition, the required scanning of quadrupoles limits the duty cycle of adduct detection and therefore the sensitivity of this approach relative to SIM or SRM analyses. We are not aware of any published examples of high-resolution/accurate mass adductomics approaches. Van den Driessche and co-workers[15] used Q-TOF instrumentation, but they did not report accurate mass measurements and also were limited to MS and MS2 analysis. Turesky and co-workers[4] developed an adductomics approach similar to that reported here by utilizing triggering of MS3 fragmentation upon observation of the neutral loss of 2′-deoxyribose. However, they used an ion trap instrument which limited the neutral loss triggering criteria to 116 ± 0.5 amu, not allowing for the high specificity of accurate mass measurement. In contrast, our method is based on the detection of adducts with a criteria of 116.0474 ± 0.0006 amu and determines the accurate molecular mass of both the parent and the fragment ions of the detected adducts. Additional innovations of the method presented here include lower flow (300 μL/min) for enhanced sensitivity, incorporation of background and artifact exclusion lists, and preanalysis fractionation for improved sensitivity. The data reported here confirm the strength and potential power of our approach, but several areas of improvement are needed. The major issue limiting the sensitivity and ease of use of this method is the chemical complexity of the sample. This complexity prompted use of recombinant DNase, extensive fractionation, and multiple injections per fraction to achieve sufficient sample purification and sensitivity for low level DNA adduct detection. In spite of these efforts, the injected samples still showed significant chemical noise, a problem which requires further attention. One possible approach to decreasing background is the exclusive use of recombinant enzymes to perform DNA hydrolysis. In addition, the cell lysis and tissue processing solutions used for the isolation of DNA should be examined for their contribution to excessive chemical noise, and the DNA isolation process could be modified by including additional DNA purification after isolation. Changes in chromatographic separation could also be investigated to deal with the chemical complexity. Further optimization of MS3 fragmentation parameters to improve fragment ion levels and increase the likelihood of the production of the protonated nucleobases of the corresponding DNA adducts might be useful. The detection of the MS3 signal using the Orbitrap detector rather than the ion trap could be investigated to determine whether the benefits of accurate mass detection outweigh any reduction in sensitivity. In addition, the possibility of using higher energy collision-induced dissociation (HCD) fragmentation for MS2 and MS3 to increase the number of fragment ions thus providing additional structural information could be investigated.

Conclusion

The new field of DNA adductomics is still developing and challenges remain; however, the high-resolution/accurate mass MSn methodology described here represents an important advance in the investigation of DNA adduct structures in complex mixtures. This approach could be an extremely powerful tool in the investigation of the effects on DNA of complex human exposures.
  25 in total

Review 1.  Ultrasensitive and quantitative analyses from combined separations-mass spectrometry for the characterization of proteomes.

Authors:  Richard D Smith; Yufeng Shen; Keqi Tang
Journal:  Acc Chem Res       Date:  2004-04       Impact factor: 22.384

Review 2.  Mass spectrometry of structurally modified DNA.

Authors:  Natalia Tretyakova; Peter W Villalta; Srikanth Kotapati
Journal:  Chem Rev       Date:  2013-02-26       Impact factor: 60.622

3.  Development of the adductome approach to detect DNA damage in humans.

Authors:  Robert A Kanaly; Tomoyuki Hanaoka; Haruhiko Sugimura; Hirokazu Toda; Saburo Matsui; Tomonari Matsuda
Journal:  Antioxid Redox Signal       Date:  2006 May-Jun       Impact factor: 8.401

4.  Development of a targeted adductomic method for the determination of polycyclic aromatic hydrocarbon DNA adducts using online column-switching liquid chromatography/tandem mass spectrometry.

Authors:  Rajinder Singh; Friederike Teichert; Albrecht Seidel; Jonathan Roach; Rebecca Cordell; Mai-Kim Cheng; Heinrich Frank; William P Steward; Margaret M Manson; Peter B Farmer
Journal:  Rapid Commun Mass Spectrom       Date:  2010-08-30       Impact factor: 2.419

5.  Quantitation of pyridyloxobutyl DNA adducts of tobacco-specific nitrosamines in rat tissue DNA by high-performance liquid chromatography-electrospray ionization-tandem mass spectrometry.

Authors:  Yanbin Lao; Peter W Villalta; Shana J Sturla; Mingyao Wang; Stephen S Hecht
Journal:  Chem Res Toxicol       Date:  2006-05       Impact factor: 3.739

6.  Detection of lipid peroxidation-induced DNA adducts caused by 4-oxo-2(E)-nonenal and 4-oxo-2(E)-hexenal in human autopsy tissues.

Authors:  Pei-Hsin Chou; Shinji Kageyama; Shun Matsuda; Keishi Kanemoto; Yoshiaki Sasada; Megumi Oka; Kazuya Shinmura; Hiroki Mori; Kazuaki Kawai; Hiroshi Kasai; Haruhiko Sugimura; Tomonari Matsuda
Journal:  Chem Res Toxicol       Date:  2010-09-20       Impact factor: 3.739

7.  N2-ethyldeoxyguanosine as a potential biomarker for assessing effects of alcohol consumption on DNA.

Authors:  Silvia Balbo; Mia Hashibe; Sarolta Gundy; Paul Brennan; Cristina Canova; Lorenzo Simonato; Franco Merletti; Lorenzo Richiardi; Antonio Agudo; Xavier Castellsagué; Ariana Znaor; Renato Talamini; Vladimir Bencko; Ivana Holcátová; Mingyao Wang; Stephen S Hecht; Paolo Boffetta
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2008-11       Impact factor: 4.254

Review 8.  Use of DNA adducts to identify human health risk from exposure to hazardous environmental pollutants: the increasing role of mass spectrometry in assessing biologically effective doses of genotoxic carcinogens.

Authors:  Peter B Farmer; Rajinder Singh
Journal:  Mutat Res       Date:  2008-04-08       Impact factor: 2.433

9.  Determination of in vitro formed DNA adducts of 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine using capillary liquid chromatography/electrospray ionization/tandem mass spectrometry.

Authors:  D Rindgen; R J Turesky; P Vouros
Journal:  Chem Res Toxicol       Date:  1995-12       Impact factor: 3.739

10.  Application of the adductome approach to assess intertissue DNA damage variations in human lung and esophagus.

Authors:  Robert A Kanaly; Saburo Matsui; Tomoyuki Hanaoka; Tomonari Matsuda
Journal:  Mutat Res       Date:  2007-05-21       Impact factor: 2.433

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  21 in total

1.  Normalized Retention Time for Targeted Analysis of the DNA Adductome.

Authors:  Yuxiang Cui; Pengcheng Wang; Yang Yu; Jun Yuan; Yinsheng Wang
Journal:  Anal Chem       Date:  2018-12-05       Impact factor: 6.986

Review 2.  DNA adducts: Formation, biological effects, and new biospecimens for mass spectrometric measurements in humans.

Authors:  Byeong Hwa Yun; Jingshu Guo; Medjda Bellamri; Robert J Turesky
Journal:  Mass Spectrom Rev       Date:  2018-06-11       Impact factor: 10.946

Review 3.  Occurrence, Biological Consequences, and Human Health Relevance of Oxidative Stress-Induced DNA Damage.

Authors:  Yang Yu; Yuxiang Cui; Laura J Niedernhofer; Yinsheng Wang
Journal:  Chem Res Toxicol       Date:  2016-11-07       Impact factor: 3.739

4.  Human Biomonitoring of DNA Adducts by Ion Trap Multistage Mass Spectrometry.

Authors:  Jingshu Guo; Robert J Turesky
Journal:  Curr Protoc Nucleic Acid Chem       Date:  2016-09-01

5.  Fragmentation Spectra Prediction and DNA Adducts Structural Determination.

Authors:  Andrea Carrà; Veronica Macaluso; Peter W Villalta; Riccardo Spezia; Silvia Balbo
Journal:  J Am Soc Mass Spectrom       Date:  2019-11-06       Impact factor: 3.109

6.  Methods and Challenges for Computational Data Analysis for DNA Adductomics.

Authors:  Scott J Walmsley; Jingshu Guo; Jinhua Wang; Peter W Villalta; Robert J Turesky
Journal:  Chem Res Toxicol       Date:  2019-11-06       Impact factor: 3.739

7.  Ultrasensitive High-Resolution Mass Spectrometric Analysis of a DNA Adduct of the Carcinogen Benzo[a]pyrene in Human Lung.

Authors:  Peter W Villalta; J Bradley Hochalter; Stephen S Hecht
Journal:  Anal Chem       Date:  2017-11-17       Impact factor: 6.986

8.  Data-Independent Mass Spectrometry Approach for Screening and Identification of DNA Adducts.

Authors:  Jingshu Guo; Peter W Villalta; Robert J Turesky
Journal:  Anal Chem       Date:  2017-10-18       Impact factor: 6.986

9.  Screening for DNA Alkylation Mono and Cross-Linked Adducts with a Comprehensive LC-MS(3) Adductomic Approach.

Authors:  Alessia Stornetta; Peter W Villalta; Stephen S Hecht; Shana J Sturla; Silvia Balbo
Journal:  Anal Chem       Date:  2015-11-10       Impact factor: 6.986

10.  Is high resolution a strict requirement for mass spectrometry-based cellular DNA adductomics?

Authors:  Yuan-Jhe Chang; Marcus S Cooke; Yet-Ran Chen; Shun-Fa Yang; Pei-Shan Li; Chiung-Wen Hu; Mu-Rong Chao
Journal:  Chemosphere       Date:  2021-02-15       Impact factor: 8.943

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