4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK, 1) is a potent tobacco-specific lung carcinogen believed to play a key role in the development of lung cancer in smokers. Metabolic activation of NNK to DNA damaging reactive intermediates proceeds via α-hydroxylation pathways. The end products of these pathways are excreted in the urine of smokers as 4-oxo-4-(3-pyridyl)butanoic acid (keto acid, 3) and 4-hydroxy-4-(3-pyridyl)butanoic acid (hydroxy acid, 4). The sum of these biomarkers (after NaBH4 treatment), referred to as total hydroxy acid, could potentially be used to measure the extent of NNK metabolic activation in smokers. However, the same metabolites are formed from nicotine; therefore, there is a need to distinguish the NNK- and nicotine-derived keto and hydroxy acid in smokers' urine. We previously developed a unique methodology based on the use of [pyridine-D4]NNK ([D4]1), which metabolizes to the correspondingly labeled biomarkers. In this study, we developed a sensitive and reproducible assay for the detection and quantitation of total [pyridine-D4]hydroxy acid ([D4]4) in human urine. A two-step derivatization approach was used to convert [D4]4 to [pyridine-D4]methyl 4-hexanoyl-4-(3-pyridyl)butanoate ([D4]6), and an LC-ESI-MS/MS method was developed for the analysis of this derivative with excellent sensitivity, accuracy, and precision. The robustness and reproducibility of the assay was further confirmed by its application for the analysis of urine samples from 87 smokers who smoked [D4]1-containing cigarettes for 1 week. The measured level averaged 130 fmol/mL urine. The developed assay can be used in future studies that may require evaluation of the relative efficiency of NNK metabolic activation in humans.
4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK, 1) is a potent tobacco-specific lung carcinogen believed to play a key role in the development of lung cancer in smokers. Metabolic activation of NNK to DNA damaging reactive intermediates proceeds via α-hydroxylation pathways. The end products of these pathways are excreted in the urine of smokers as 4-oxo-4-(3-pyridyl)butanoic acid (keto acid, 3) and 4-hydroxy-4-(3-pyridyl)butanoic acid (hydroxy acid, 4). The sum of these biomarkers (after NaBH4 treatment), referred to as total hydroxy acid, could potentially be used to measure the extent of NNK metabolic activation in smokers. However, the same metabolites are formed from nicotine; therefore, there is a need to distinguish the NNK- and nicotine-derived keto and hydroxy acid in smokers' urine. We previously developed a unique methodology based on the use of [pyridine-D4]NNK ([D4]1), which metabolizes to the correspondingly labeled biomarkers. In this study, we developed a sensitive and reproducible assay for the detection and quantitation of total [pyridine-D4]hydroxy acid ([D4]4) in human urine. A two-step derivatization approach was used to convert [D4]4 to [pyridine-D4]methyl 4-hexanoyl-4-(3-pyridyl)butanoate ([D4]6), and an LC-ESI-MS/MS method was developed for the analysis of this derivative with excellent sensitivity, accuracy, and precision. The robustness and reproducibility of the assay was further confirmed by its application for the analysis of urine samples from 87 smokers who smoked [D4]1-containing cigarettes for 1 week. The measured level averaged 130 fmol/mL urine. The developed assay can be used in future studies that may require evaluation of the relative efficiency of NNK metabolic activation in humans.
Tobacco use is among the most prevalent,
albeit preventable, human
carcinogen exposures. Cigarette smoking causes up to 90% of lung cancer,
the most common cause of cancer death in the United States, resulting
in a projected 159,480 deaths in 2013.[1,2] Tobacco-specific
nitrosamines (TSNA) are among the most significant tobacco carcinogens;
multiple studies clearly document their strong carcinogenicity in
laboratory animals as well as the occurrence of substantial amounts
of these carcinogens in both unburned tobacco and tobacco smoke.[3−8] One of the most prevalent of these compounds, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone
(NNK, 1), is a remarkably effective lung carcinogen in laboratory
animals, inducing lung tumors in rodents independent of the route
of administration.[3,9] Results of numerous investigations
indicate that NNK is a causative agent for lung cancer in smokers.[3,6,10−12] Exposure to
NNK may also be causally related to nasal, oral, liver, pancreatic,
and cervical cancers.[3,6,9,13−16] NNK together with the related
nitrosamine NNN have been classified as Group 1 carcinogens by the
International Agency for Research on Cancer (IARC).[9]NNK requires metabolic activation to exert its carcinogenic
effects.[3] Therefore, the risk of lung cancer
in smokers
may be affected by the relative extent of NNK metabolic activation
and detoxification, with those who activate NNK more extensively being
at higher risk. Studies in laboratory animals show that NNK is metabolized
by three major routes: carbonyl reduction, pyridine oxidation, and
α-hydroxylation.[3,17−20] Carbonyl reduction produces 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol
(NNAL, 2) (Scheme 1), which undergoes
metabolic transformations similar to those of NNK, except for the
formation of NNAL-glucuronides (NNAL-Glucs), an important pathway
of NNK and NNAL detoxification.[3,20−23] The sum of NNAL and its glucuronides can be measured in urine as
“total NNAL,” which is an established biomarker of NNK
exposure in humans.[24−26] NNAL can also be partially converted back to NNK;
however, the NNK-NNAL equilibrium favors NNAL in rodents, primates,
and humans.[19−21,27−29] The second process, pyridine-N-oxidation, is a
minor metabolic pathway in humans[29] and,
therefore, is not expected to play an important role in the relative
balance of metabolic activation and detoxification of NNK. The third
major route, α-hydroxylation, leads to the formation of DNA
methylating and pyridyloxobutylating intermediates, and thus represents
metabolic activation of NNK and NNAL (Scheme 1). Formation of DNA adducts from the reactive pyridyloxobutyl metabolite
has been well established; some of these adducts have miscoding properties
and can activate oncogenes.[30−33] The major end products of the NNK and NNAL α-hydroxylation
pathway are 4-oxo-4-(3-pyridyl)butanoic acid (keto acid, 3) and 4-hydroxy-4-(3-pyridyl)butanoic acid (hydroxy acid, 4); urinary excretion of these metabolites has been shown in rodents,
primates, and humans.[20,21,34,35] Thus, the balance between urinary NNAL-Glucs,
as a biomarker of NNK exposure and detoxification, and the sum of
urinary 3 and 4, as a biomarker of NNK metabolic
activation, could potentially provide a useful index for the relative
efficiency of these major pathways in individual smokers.
Scheme 1
Overview
of Three Major in Vivo Pathways of NNK
Metabolism
Adapted with permission from
ref (38). Copyright
2008 American Association for Cancer Research. A detailed scheme of NNK metabolism
is available elsewhere.[3]
Overview
of Three Major in Vivo Pathways of NNK
Metabolism
Adapted with permission from
ref (38). Copyright
2008 American Association for Cancer Research. A detailed scheme of NNK metabolism
is available elsewhere.[3]The main obstacle to using 3 and 4 as
biomarkers of NNK metabolic activation is nicotine in cigarette smoke,
which also generates these metabolites and is present at more than
1,000-fold higher levels than NNK.[36,37] Thus, most 3 and 4 in smokers’ urine results from
nicotine metabolism.[35] Therefore, in our
previous study we developed a novel approach to specifically identify
NNK-derived 3 and 4 by using deuterium-labeled
NNK.[38] In that study, we added [pyridine-D4]NNK ([D4]1) to a commercial cigarette,
which originally contained significantly lower levels of NNK than
regular brands, and then analyzed urine samples collected from individuals
who smoked these cigarettes.[38] After treating
urine with NaBH4 to convert 3 to 4, we used liquid chromatography–electrospray ionization–tandem
mass spectrometry (LC-ESI-MS/MS) to distinguish the [D4]1-derived urinary [pyridine-D4]hydroxy acid
([D4]4) from the corresponding unlabeled metabolite
and demonstrated for the first time that NNK is metabolically activated
in smokers.[38]Future application
of our unique methodology can potentially provide
important insights into the role of interindividual differences in
NNK metabolic activation in cancer risk. However, the analytical procedure
for the analysis of ([D4]4) in our original
study of 20 smokers was not optimized for robust application in larger
trials. Therefore, our purpose in this study was to develop an improved
LC-ESI-MS/MS method for the quantitation of total [D4]4 in human urine.
Experimental Procedures
Caution:
[Pyridine-D4]NNK ([D4]
Chemicals
Compounds 3 and 4 were purchased from Toronto Research Chemicals
(Toronto, ON), and
[pyridine-D4]ethyl nicotinate and [13C6]ethyl nicotinate were purchased from Cambridge Isotope Laboratories
(Tewksbury, MA) and Moravek Biochemicals (Brea, CA), respectively.
Other reagents and chemicals were purchased from Sigma-Aldrich (St.
Louis, MO). All aqueous solutions were prepared using H2O purified from a 0.22 μm Millipore system (Billerica, MA).
[D4]1 was synthesized as previously described.[38]
[Pyridine-D4]Hydroxy Acid ([D4]4) and [13C6]Hydroxy Acid
([13C6]4)
These were synthesized
by adaptation
of a previously described procedure.[39] Briefly,
[pyridine-D4]ethyl nicotinate or [13C6]ethyl nicotinate (0.75 mmol) was added to a suspension of NaH (3.7
mmol, 60% dispersion in mineral oil) in 5 mL of refluxing benzene.
After the addition of ethanol (0.5 mL), diethyl succinate (3.75 mmol)
was added into the stirred refluxing mixture dropwise, and the reaction
was allowed to take place for 45 min. The mixture was then cooled
in an ice bath, and 0.5 mL of 5 M HCl was added slowly with constant
stirring, which was continued for another 10 min after the addition
was completed. The aqueous phase was extracted with benzene and, after
discarding the organic layer, adjusted to pH 9 by the addition of
NH4OH and extracted again with chloroform. The chloroform
layer was then dried over Na2SO4 and concentrated
under diminished pressure to obtain the crude diethyl α-nicotinyl
succinate as a brown oil. This crude product was heated under reflux
in 2 mL of 5 M H2SO4 for 36 h. After the solution
was cooled to room temperature, NaOH was added to adjust the pH to
4–5, and the precipitated crude [D4]3 or [13C6]3 was collected for
further purification by HPLC using a linear gradient from 100% 15
mM NH4OAc to 20% 15 mM NH4OAc and 80% CH3CN over 50 min, at 0.7 mL/min. A Luna C18 column (250 ×
4.6 mm, 5 μm particle size, Phenomenex) was used, and the UV
detector was set at 254 nm. The products were collected at 17 min,
as determined by the retention time of unlabeled 3. The
products were treated with NaBH4 to produce [D4]4 and [13C6]4, which
were purified using the same HPLC system and collected at 15 min,
based on the retention time of unlabeled 4. The solvent
in the collected HPLC fractions was removed by rotary evaporation,
and the products were dried overnight under vacuum yielding [D4]4 and [13C6]4 [0.6 mg of each (11%)]. Co-injection on HPLC of each product with 4 gave only one peak, and the purity of each was determined
to be approximately 98%. MS analysis (20 eV) of each product in the
positive ESI mode further confirmed their identity: [D4]4, m/z 186 [M + H]+ (relative intensity 52%) and m/z 168 (100%); and [13C6]4, m/z 188 [M + H]+ (63%) and m/z 170 (100%).
Briefly, 1.13 mg (6.10 μmol)
of [D4]4, synthesized as described above,
was incubated in 1 mL of 3% (v/v) concentrated H2SO4 in MeOH at room temperature overnight. The reaction mixture
was neutralized with 2 mL of 0.6 M NaHCO3. Samples were
then loaded onto 5 mL ChemElut cartridges (Agilent Tech.), and the
[D4]4 methyl ester was eluted with 25 mL of
CH2Cl2. After the removal of solvent, 100 μL
of 50 mg/mL DMAP solution in toluene and 500 μL of hexanoic
anhydride were added, and the second esterification reaction was allowed
to take place at 70 °C for 20 min. After cooling to room temperature,
1.5 mL of hexane/EtOAc (90:10) was added, and the product was extracted
thrice with 1 mL of 1 N HCl. The aqueous phase containing the product
was neutralized (NaHCO3), and the ester was extracted with
3 × 5 mL hexane/EtOAc (90:10), concentrated, and purified by
preparative HPLC, yielding [D4]6 (27%) 95%
pure, MS (in the positive ESI mode) m/z 298 [M + H]+ (15%), m/z 182 (100%), and m/z 122 (27%); 1H NMR (CDCl3, no TMS added, 500 MHz): δ 0.88
(3H, t, J = 7.0 Hz, 6′-CH3), 1.23–1.34
(4H, m, 4′-CH2, 5′-CH2), 1.61
(2H, m, 3′-CH2), 2.12–2.29 (2H, m, 3-CH2), 2.31–2.40 (4H, m, 2-CH2, 2′-CH2), 3.67 (3H, s, COO–CH3), 5.82 (1H, dd, J = 8.2, 5.5 Hz, 4-CH).
The same method
as that described for [D4]6 was used for the
preparation of [13C6]6 (36%), 95%
pure, m/z 300 [M + H]+ (5%), m/z 184 (100%), and m/z 124 (82%). [D4]6 and [13C6]6 were stored frozen at −20 °C
until use.
Subjects and Urine Collection
Smokers’
urine
samples analyzed here were collected from subjects recruited for a
chemoprevention trial that will be described elsewhere. The study
and the urine sample collection were approved by the University of
Minnesota Institutional Review Board (Study # 0712M22651). As part
of the trial design, subjects were asked to stop smoking their usual
cigarettes and switch to the study cigarettes to which [D4]1 was added. The cigarettes were prepared as previously
described, and their use was approved by the US Food and Drug Administration
(IND 74037).[38] Subjects were asked to collect
a 24-h urine sample after a 7-day period of smoking cigarettes containing
[D4]1 and bring the sample to the Tobacco
Research Programs clinic at the University of Minnesota; these urine
samples were analyzed here. Study subjects kept urine at room temperature
during the 24-h collection and delivered it to the clinic the next
day. An experiment in which urine of a study subject was incubated
overnight at 37 °C showed no degradation of hydroxy acid. In
the laboratory, urine samples were kept at −20 °C until
analysis. Subjects further followed the trial protocol, which will
be described elsewhere along with data on additional biomarkers including
creatinine. Additional samples collected by the subjects in the study
were not analyzed for this report.
Analysis of Total [Pyridine-D4]Hydroxy Acid ([D4]4) in Smokers’
Urine
Treatment with NaBH4 and Initial Purification
Five microliters of 0.1 ng/μL [13C6]4 internal standard solution was added to 3 mL of urine, followed
by 0.6 mL of 1 M NaOH solution and 0.3 mL of basic NaBH4 solution (7.2 mg NaBH4 in 0.3 mL of 0.1 M NaOH). The
sample was mixed by vortexing and allowed to stand for at least 2
h at room temperature to convert all [D4]3 to [D4]4. Excess NaBH4 was destroyed
by adding 1 M HCl dropwise, and the pH of the sample was adjusted
to 6.5–7.5. The volume was reduced to 1 mL (SpeedVac), and
the sample was applied to a 200 mg/3 mL Strata-X cartridge (Phenomenex)
activated with 2 mL of MeOH. The cartridge was washed with 1 mL of
H2O (which was shown not to remove the analyte), and [D4]4 was eluted by applying another 5 mL of H2O to the cartridge. The sample was dried overnight, using
a SpeedVac.
First Derivatization (Conversion to Methyl
Ester)
On
the next day, 1 mL of freshly prepared 3% (v/v) concentrated H2SO4 in MeOH was added to the dry residue, followed
by sonication and vortexing to completely dissolve the sample. The
mixture was allowed to stand at room temperature for at least 2 h
to convert [D4]4 to its methyl ester. Then,
2 mL of 50 mg/mL NaHCO3 was added dropwise to adjust the
pH to 7.0–8.0. The sample was loaded onto a 5 mL ChemElut cartridge
(Agilent Tech.), and the [D4]4 methyl ester
was eluted with 2 × 8 mL of CH2Cl2. The
eluant was concentrated on a SpeedVac for 1.5 h, and 500 μL
of CH2Cl2 was immediately added to the dry residue.
This was applied to a CH2Cl2-activated BondElut
cartridge (Agilent Tech.), which was washed with 1 mL of CH2Cl2 and 1 mL of CH2Cl2/EtOAc (50:50)
sequentially. The [D4]4 methyl ester was finally
eluted with 2 mL of 100% EtOAc and dried by SpeedVac.
Second Derivatization
(Conversion to [D4]6) and Final Purification
Immediately after drying, 10 μL
of DMAP (50 mg/mL in toluene) and 50 μL of hexanoic anhydride
were added. After sonication and vortex mixing, the mixture was incubated
at 70 °C for 20 min, producing [D4]6.
To extract the product into the aqueous phase, 0.5 mL of hexane/EtOAc
(90:10) and 0.5 mL of 1 N HCl were added sequentially with thorough
vortex mixing (30 s) after each addition. The mixture was centrifuged
at 500g for 2 min, and the aqueous phase containing
the analyte was separated. This extraction was repeated once, and
the aqueous phases from both extractions were combined and applied
to an activated 60 mg Oasis MCX cartridge (Waters Corp.), which was
washed with 3 mL of 1 N HCl, 3 mL of MeOH/1 N HCl (40:60), and 3 mL
of H2O/MeOH/NH4OH (80:15:5), sequentially. The
hexanoate [D4]6 was then eluted with 10 mL
of H2O/MeOH/NH4OH (30:65:5) and dried overnight
(SpeedVac). The residue was dissolved in 2 × 100 μL of
CH3CN, filtered on a Spin-X centrifuge tube filter (0.45
μm, Corning Life Sciences), and transferred to a 300 μL
fused LC autosampler vial with insert. The sample was finally dried
on a SpeedVac and kept frozen at −20 °C until LC-ESI-MS/MS
analysis.
LC-ESI-MS/MS Analysis
The dried
sample was redissolved
in 12 μL of H2O and analyzed on a TSQ Vantage system
(Thermo Scientific) interfaced with an Agilent 1100 capillary HPLC
system and an Agilent 1100 micro autosampler. A Zorbax Eclipse PAH
column (150 × 0.5 mm, 3.5 μm particle size) was maintained
at 40 °C throughout the separation. The chromatography was performed
with a CH3CN and 15 mM NH4OAc solvent system
at a flow rate of 10 μL/min. A linear gradient started with
60% aqueous phase and 40% CH3CN and changed to 44.3% aqueous
phase and 55.7% CH3CN over 22 min. The gradient was then
ramped to 35% aqueous phase and 65% CH3CN over 3 min, and
returned to the initial condition in 2 min. The column was equilibrated
for 10 min before the next injection. The total run time was 37 min
per sample.The mass spectrometer was operated in the positive
ion electrospray mode with selective reaction monitoring (SRM). The
transitions m/z 298 [M + H]+ → m/z 122 [M–(CH3(CH2)4COO + COOCH3 + H)]+ and m/z 298 [M + H]+ → m/z 182 [M–CH3(CH2)4COO]+ were used for
[D4]6, and the corresponding transitions m/z 300 → m/z 124 and m/z 300 → m/z 184 were used for [13C6]6. The mass resolution was set at 0.7 amu for
Q1 and Q3. The scan width was set at 0.4 amu. The collision gas Ar
was at 1.1 mTorr. The collision energy (C.E.) was 30 eV for m/z 298 → m/z 122 and m/z 300 → m/z 124 transitions, and 20 eV for m/z 298→ m/z 182 and m/z 300 → m/z 184 transitions. The heated capillary
temperature was 285 °C, and the spray voltage was 3000 mV.
Results
Method Development
The purpose of
this study was to
develop a sensitive and reproducible assay for the analysis of [D4]4 in the urine of smokers who smoked cigarettes
containing [D4]1. Overall, our method includes
the reduction of urinary [D4]3 to [D4]4, followed by conversion of the highly polar [D4]4 to a stable methyl ester hexanoate ([D4]6, Figure 1), which can
be further purified and analyzed by LC-ESI-MS/MS with excellent separation
efficiency and ionization selectivity. The method is summarized in
Scheme 2.
Figure 1
Structures of some compounds discussed
in this article. Carbons
that covalently bond to hydrogens are labeled to assign NMR peaks
for 6. See Experimental Procedures, Chemicals for details.
Scheme 2
Analytical Procedure for the Quantification of [D4]4 in Human Urine Samples
Structures of some compounds discussed
in this article. Carbons
that covalently bond to hydrogens are labeled to assign NMR peaks
for 6. See Experimental Procedures, Chemicals for details.The LC-ESI-MS/MS conditions were developed using
standard aqueous
solutions containing [D4]6 and [13C6]6. The product ion spectra of [D4]6 were obtained by collision-induced dissociation of
the ion at m/z 298 [M + H]+ as shown in Figure 2. We examined a range
of collision energy values to investigate the fragmentation pattern.
The protonated molecular ion (m/z 298) that was observed at 10 eV (Figure 2A) decreased at 20 eV (Figure 2B) and was
barely observed at 30 eV (Figure 2C). A base
peak with m/z 182 [M – CH3(CH2)4COO]+ was observed
at 20 eV and a base peak with m/z 122 [M – CH3(CH2)4COO –
COOCH3 – H]+ was observed at 30 eV. The
transition m/z 298 → m/z 182 (20 eV) was chosen for quantitation
because of the overall better peak shape and sensitivity both in nonsmokers’
urine samples to which [D4]4 was added and
in smokers’ urine. The transition m/z 298 → m/z 122
(30 eV) was monitored to confirm the identity of the analyte in urine
samples. The corresponding transitions for [13C6]6 are m/z 300 → m/z 184 and m/z 300 → m/z 124.
Figure 2
Product
scan of [D4]6 at different collision
energy values used in the method development: A, 10 eV; B, 20 eV;
and C, 30 eV.
Product
scan of [D4]6 at different collision
energy values used in the method development: A, 10 eV; B, 20 eV;
and C, 30 eV.The calibration curve
for the quantitation of [D4]6 was built by
preparing a series of standard mixes containing
varying ratios of [D4]6 to [13C6]6 (internal standard). As can be seen from Figure 3, which shows the calibration curve constructed
from five standard mixes (six measurements performed for each on different
days), excellent linearity was observed for the analyte in the range
of 0.84 fmol ∼84 fmol [D4]6.
Figure 3
Calibration
curve for the quantitation of [D4]6 by LC-ESI-MS/MS.
The amount of [13C6]6 (internal
standard) was maintained at 51.1 pmol on
column, while the amount of [D4]6 ranged from
0.84 fmol to 84 fmol on column. The X axis plots the concentration
ratio of [D4]6 to [13C6]6. The Y axis plots the peak area ratio from the corresponding
transitions, m/z 298 → m/z 182 and m/z 300 → m/z 184.
Each data point represents the average of six measurements performed
on different days with the error bars indicating standard deviation.
Calibration
curve for the quantitation of [D4]6 by LC-ESI-MS/MS.
The amount of [13C6]6 (internal
standard) was maintained at 51.1 pmol on
column, while the amount of [D4]6 ranged from
0.84 fmol to 84 fmol on column. The X axis plots the concentration
ratio of [D4]6 to [13C6]6. The Y axis plots the peak area ratio from the corresponding
transitions, m/z 298 → m/z 182 and m/z 300 → m/z 184.
Each data point represents the average of six measurements performed
on different days with the error bars indicating standard deviation.
Method Characteristics
To determine precision, accuracy,
recovery, and limit of detection of the assay, we used a nonsmoker’s
urine to which a known amount of [D4]4 was
added. A typical LC-ESI-MS/MS trace obtained in this analysis is shown
in Figure 4A. The intraday precision of the
assay was assessed by analyzing six aliquots of a nonsmoker’s
urine mixed with [D4]4 at 360 fmol/mL urine.
The measured mean level of [D4]4 was 342 ±
8 (SD) fmol/mL (coefficient of variation (CV) = 2.1%). The interday
precision was determined by analyzing positive controls, aliquots
of a nonsmoker’s urine mixed with [D4]4 at 225 fmol/mL urine, with six sets of assays performed during method
characterization. The concentration of [D4]4 in positive controls averaged 226 ± 10 (SD) fmol/mL (CV = 4.6%).
Assay accuracy was determined by analyzing a nonsmoker’s urine
to which increasing amounts of [D4]4 were
added, ranging from 11.3 fmol/mL to 1.12 pmol/mL. The accuracy of
the measurements ranged from 99.0% to 115.8%. As demonstrated in Figure 5, the added and measured levels of [D4]4 were highly correlated (R2 = 0.9983). This experiment was performed at the method development
step and was further included with each set of smokers’ urine
samples analyzed later in the study. For the 20 sets of accuracy analyses
performed in total, the average accuracy was 100.1% ± 14.7% (n = 100), and the average recovery of the [13C6]4 internal standard was 32.1% ± 27.6%
(n = 100). Additional accuracy experiments with each
sample set allowed us to determine the precision of the assay at [D4]4 levels that are lower than those used in the
initial precision test and in the positive controls. At 11.3 fmol/mL
[D4]4 addition, which is below the lowest
level measured in smokers’ urine samples, the coefficient of
variation was 14.2% . At the next [D4]4 addition
level, 56.6 fmol/mL urine, the coefficient of variation was 5.8%,
similar to that determined for the positive controls. At a 3:1 signal-to-noise
ratio, the limit of detection (LOD) was 10 fmol/mL in nonsmokers’
urine to which [D4]4 was added. The limit
of quantitation (LOQ) at a 5:1 signal-to-noise ratio was 25 fmol/mL
and was established based on smokers’ urine analyzed by this
method.
Figure 4
Typical LC-ESI-MS/MS chromatograms obtained upon analysis of A,
a nonsmoker’s urine (3 mL) to which 168 fmol of [D4]4 was added, and B, urine of a study subject who smoked
cigarettes containing [D4]1.
Figure 5
Relationship between added and measured levels of [D4]4 in a nonsmoker’s urine: method accuracy
analysis.
Typical LC-ESI-MS/MS chromatograms obtained upon analysis of A,
a nonsmoker’s urine (3 mL) to which 168 fmol of [D4]4 was added, and B, urine of a study subject who smoked
cigarettes containing [D4]1.Relationship between added and measured levels of [D4]4 in a nonsmoker’s urine: method accuracy
analysis.
Application of the Assay
to the Analysis of Smokers’
Urine
The method was applied to the analysis of [D4]4 in the urine of 87 smokers who smoked at least 10
[D4]1-containing cigarettes per day for at
least 1 week. During sample preparation, a negative control, a positive
control, and the accuracy test samples, all nonsmoker’s urine
with or without [D4]4, were included with
each set of smokers’ urine samples. Recovery of [13C6]4 was similar in nonsmokers’ and
smokers’ urine, indicating that the high levels of unlabeled 4 that are present in smokers’ urine do not interfere
with the analyses. Small peaks with retention time and m/z values matching [D4]4 were occasionally observed in the nonsmoker’s negative control
samples and also in a pooled urine sample from smokers who did not
smoke [D4]1; however, the level of this background
interference in all cases was below LOD (∼1/3 LOD). In smokers
who smoked [D4]1-containing cigarettes, urinary
[D4]4 concentrations ranged from 25 fmol/mL
to 390 fmol/mL urine, averaging 130 fmol/mL. Results for individual
urine samples are summarized in Supporting Information, Table S1. A typical trace from an analysis of a smoker’s
urine is shown in Figure 4B. The distribution
of the measured [D4]4 concentrations in these
urine samples is illustrated in Figure 6.
Figure 6
Histogram
demonstrating the distribution of [D4]4 levels
in 87 urine samples from study subjects who smoked
cigarettes containing [D4]1 for 1 week. For
the levels in individual samples see Supporting
Information, Table S1.
Histogram
demonstrating the distribution of [D4]4 levels
in 87 urine samples from study subjects who smoked
cigarettes containing [D4]1 for 1 week. For
the levels in individual samples see Supporting
Information, Table S1.
Discussion
Evaluation of the metabolic activation of
the tobacco-specific
lung carcinogen NNK in individual smokers may potentially provide
important insights for understanding interindividual variation in
the risk of developing lung cancer due to exposure to tobacco products.
The addition of [D4]1 to special study cigarettes
followed by the measurement of urinary total [D4]4 in people who smoke these cigarettes is a promising novel
approach that can be used for this purpose. This approach requires
a reliable and sensitive methodology for the measurement of the deuterium-labeled
urinary biomarkers. In this study, we developed a sensitive and highly
reproducible LC-ESI-MS/MS method for the analysis of [D4]4 in human urine. The method is characterized by excellent
sensitivity, precision, accuracy, and recovery.The original
method for the analysis of [D4]4 that was
used in our previous study included the conversion of the
acid to its methyl ester to enable a purification step that cannot
be applied without the esterification; this was followed by hydrolysis
of the ester back to [D4]4, which was analyzed
by LC-ESI-MS/MS.[38] The resulting chromatographic
traces were characterized by relatively high background noise and
variable recovery of the analyte. In this study, we modified our protocol
by including the second derivatization step after the conversion of
[D4]4 to its methyl ester, thus producing
[D4]6, a stable methyl ester hexanoate.[40] This additional esterification decreases the
polarity of the resulting product, allowing for more efficient removal
of the multitude of polar interfering compounds present in the urine
matrix, which ultimately results in better chromatography. Furthermore,
the ionization efficiency in the ESI source is improved due to both
decreased compound polarity and reduced matrix suppression. The second
esterification also increases the molecular weight of the analyte
by 98 amu, which increases the selectivity in the MS detection since
most interfering compounds from the urine matrix have lower molecular
weights. Another important modification is that in the new protocol,
we applied the isotope dilution approach by using [13C6]4 as the internal standard, instead of 5-methylhydroxy
acid (5, Figure 1) which was used
in our previous assay.[38] This approach
ensures more accurate quantitation of the analyte as compared to the
use of a surrogate internal standard. As shown in Figure 4, the analysis of both the nonsmoker’s urine
to which [D4]4 was added and the urine of
a smoker who switched to [D4]1-containing
cigarettes, produced clean chromatograms with well-resolved peaks
for [D4]6 and [13C6]6.The concentration range of urinary total [D4]4 obtained in the current study for the 87 subjects
who smoked [D4]1-containing cigarettes for
1 week is lower
than that reported previously. Thus, in our previous study, the levels
of urinary total [D4]4 ranged from 0.43 to
8.7 pmol/mL urine, averaging 2.8 pmol/mL in 20 smokers who smoked
cigarettes to which [D4]1 was added at the
same level as in the present study.[38] This
could be due to differences in the analytical procedures and internal
standards used in the two studies, as well as the differences in the
brand of study cigarettes used (Marlboro Virginia Blend in this study
vs Quest cigarettes in the previous study), which may have affected
the resulting smoking rates (21 vs 28 cigarettes per day in the current
and the previous study, respectively), and other potential differences
between the two studies and/or subject characteristics. We applied
our new method to reanalyze a small set of urine samples that were
available from the previous study and stored at −20 °C
since its completion. We selected samples that, according to our previous
analyses, contained high levels of [D4]4:
3.5, 4.2, and 8.8 pmol/mL urine. Reanalysis of these samples by the
new method produced 1.4, 1.7, and 3.1 pmol/mL [D4]4, respectively. While there are discrepancies in urinary
[D4]4 levels measured by the two methods,
which could be due to a combination of the method differences and
the prolonged storage of the samples from the previous study (at least
6 years), the levels determined by the new method in the urine collected
in the previous study are still higher than those measured in the
current study. Importantly, the method presented here has been thoroughly
characterized and shows a broad dynamic range of accurate [D4]4 quantification, making it applicable in future studies.NNK intake in smokers, nonsmokers exposed to secondhand smoke,
and in smokeless tobacco users has been extensively analyzed by measuring
urinary total NNAL, the end-product of the NNK carbonyl reduction
pathway.[41] It was also shown that pyridine-N-oxidation is only a minor metabolic pathway in humans.[29] In contrast, the information on the extent of
NNK α-hydroxylation in humans is extremely limited. It has been
established that some of the adducts produced by pyridyloxobutylation
of DNA or globin release 4-hydroxy-1-(3-pyridyl)-1-butanone (HPB).[42,43] While several studies detected and quantified HPB-releasing DNA
and globin adducts in humans,[44−46] it is not clear how much of the
total measured level of these adducts is derived from NNK versus the
related tobacco carcinogen N′-nitrosonornicotine,
which shares common metabolic pathways with NNK and leads to the formation
of the same adducts.[47] Moreover, it is
not clear how DNA or globin adduct levels can be compared to the urinary
products of NNK detoxification, in order to estimate the balance between
the two pathways in the same individual. Therefore, availability of
a specific urinary biomarker of NNK metabolic activation offers practical
advantages for investigation of the relative extent of NNK metabolic
activation and detoxification in humans. Our previous study developed
a unique approach that provided such a biomarker, and our current
report describes a sensitive and reproducible assay for the measurement
of this biomarker in future studies.A limitation of this study
is that we did not quantify [D4]3 and [D4]4 separately. However,
the sum of the keto and hydroxy acids is an informative aggregate
biomarker for the quantitation of the total efficiency of the NNK
and NNAL α-hydroxylation pathways, and is expected to be used
in future large-scale studies. The separate analysis of [D4]3 and [D4]4 can be easily achieved
by measuring [D4]4 in the same urine sample
without the NaBH4 reduction and then subtracting the measured
amount from the total [D4]4 determined by
the method described here.[38] It is also
important to note that, because the levels of natural NNK in regular
cigarettes are higher than the levels of [D4]1 added to study cigarettes, the amount of the NNK-derived hydroxy
acid in the urine of regular smokers may be higher than the levels
of [D4]4 measured in people who smoke cigarettes
containing [D4]1. However, the ultimate goal
of the [D4]1 approach is not to provide absolute
quantification of NNK metabolic activation but to compare the relative
ratio of biomarkers reflecting metabolic activation and detoxification
pathways within an individual.In summary, we have developed
a sensitive and robust assay for
the quantitation of total [D4]4 in smokers’
urine. The assay incorporates a two-step derivatization procedure
and LC-ESI-MS/MS analysis to achieve excellent precision, accuracy,
recovery, and limit of detection. Analysis of smokers’ urine
indicated that levels of [D4]4 as low as 26
fmol/mL can be quantified. The results of this work further confirm
that [D4]4 could be used as the urinary biomarker
to study NNK metabolic activation. The broad dynamic range of this
assay will be very useful in large studies, especially those that
may deal with potentially lower efficiency of NNK metabolic activation
in smokers due to polymorphisms in NNK metabolizing genes or in chemoprevention
trials.
Authors: Jian-Min Yuan; Irina Stepanov; Sharon E Murphy; Renwei Wang; Sharon Allen; Joni Jensen; Lori Strayer; Jennifer Adams-Haduch; Pramod Upadhyaya; Chap Le; Mindy S Kurzer; Heather H Nelson; Mimi C Yu; Dorothy Hatsukami; Stephen S Hecht Journal: Cancer Prev Res (Phila) Date: 2016-03-07