Reactive oxygen species (ROS) and environmentally persistent free radicals (EPFR) play an important role in chemical transformation of atmospheric aerosols and adverse aerosol health effects. This study investigated the effects of nitrogen oxides (NOx) during photooxidation of α-pinene and naphthalene on the EPFR content and ROS formation from secondary organic aerosols (SOA). Electron paramagnetic resonance (EPR) spectroscopy was applied to quantify EPFR content and ROS formation. While no EPFR were detected in α-pinene SOA, we found that naphthalene SOA contained about 0.7 pmol μg-1 of EPFR, and NOx has little influence on EPFR concentrations and oxidative potential. α-Pinene and naphthalene SOA generated under low NOx conditions form OH radicals and superoxide in the aqueous phase, which was lowered substantially by 50-80% for SOA generated under high NOx conditions. High-resolution mass spectrometry analysis showed the substantial formation of nitroaromatics and organic nitrates in a high NOx environment. The modeling results using the GECKO-A model that simulates explicit gas-phase chemistry and the radical 2D-VBS model that treats autoxidation predicted reduced formation of hydroperoxides and enhanced formation of organic nitrates under high NOx due to the reactions of peroxy radicals with NOx instead of their reactions with HO2. Consistently, the presence of NOx resulted in the decrease of peroxide contents and oxidative potential of α-pinene SOA.
Reactive oxygen species (ROS) and environmentally persistent free radicals (EPFR) play an important role in chemical transformation of atmospheric aerosols and adverse aerosol health effects. This study investigated the effects of nitrogen oxides (NOx) during photooxidation of α-pinene and naphthalene on the EPFR content and ROS formation from secondary organic aerosols (SOA). Electron paramagnetic resonance (EPR) spectroscopy was applied to quantify EPFR content and ROS formation. While no EPFR were detected in α-pinene SOA, we found that naphthalene SOA contained about 0.7 pmol μg-1 of EPFR, and NOx has little influence on EPFR concentrations and oxidative potential. α-Pinene and naphthalene SOA generated under low NOx conditions form OH radicals and superoxide in the aqueous phase, which was lowered substantially by 50-80% for SOA generated under high NOx conditions. High-resolution mass spectrometry analysis showed the substantial formation of nitroaromatics and organic nitrates in a high NOx environment. The modeling results using the GECKO-A model that simulates explicit gas-phase chemistry and the radical 2D-VBS model that treats autoxidation predicted reduced formation of hydroperoxides and enhanced formation of organic nitrates under high NOx due to the reactions of peroxy radicals with NOx instead of their reactions with HO2. Consistently, the presence of NOx resulted in the decrease of peroxide contents and oxidative potential of α-pinene SOA.
Atmospheric aerosols play an important
role in climate, atmospheric
chemistry, and public health.[1−5] Organic aerosols account for 20–90% of the total aerosol
mass in the troposphere.[6,7] They can either be directly
emitted into the atmosphere or be generated through oxidation of volatile
organic compounds (VOC) by ozone (O3), hydroxyl radicals
(OH), and nitrate radicals (NO3), followed by nucleation
or condensation of semivolatile and low volatility products to form
secondary organic aerosols (SOA).[8,9] The chemical
composition of SOA can vary widely based on the environments in which
they are formed. It has been well studied that the presence of nitrogen
oxides (NO = NO + NO2), emitted
mainly from vehicular exhaust in urban air, can modulate gas-phase
chemistry and chemical composition of SOA significantly.[10−14]The OH oxidation of VOC is initiated by either abstraction
of hydrogen
or addition of OH to a C=C double bond, followed by the addition
of molecular oxygen to generate peroxy radicals (RO2).
Peroxy radicals have a number of reaction pathways with hydroperoxy
radicals (HO2), nitrogen monoxide (NO), nitrogen dioxide
(NO2), and other peroxy radicals (RO2). They
can also undergo isomerization by internal hydrogen shift followed
by molecular oxygen addition, so-called autoxidation.[15,16] The fate of RO2 and reaction products is strongly affected
by the level of NO: organic hydroperoxides
(ROOH) are major reaction products as generated by reactions with
HO2 or autoxidation to form highly oxygenated organic molecules
(HOM) under low NO,[17] while organic nitrates as well as carbonyls are expected
to form by reactions with NO under high
NO.Reactive oxygen species (ROS)
including hydrogen peroxide (H2O2), superoxide
(O2•–), hydroxyl radical (OH),
hydroperoxy radical (HO2), and
organic radicals are contained within aerosols, triggering chemical
transformation of aerosols in the atmosphere and oxidative stress
upon respiratory deposition. There are growing numbers of studies
to measure oxidative potential of particulate matter,[18] which may represent the redox activity for generation of
ROS.[19,20] Previous studies have shown that ROS can
be generated by aqueous reactions of SOA components such as decomposition
of ROOH to generate OH followed by a cascade of aqueous reactions
involving alcohols to generate superoxide.[21,22] Inhalation and respiratory deposition of SOA can lead to ROS generation
in lung lining fluid, and excess ROS may cause oxidative damage and
stress, inflammation, biological aging, and cell death.[23−26] Previous research indicated that aqueous-phase OH production is
reduced in the presence of NO2.[27] A study by Chowdhury et al., which generated SOA under low and high
NO conditions in an oxidative flow reactor
with ∼3 days of equivalent atmospheric aging, reported that
NO had no effect on ROS or total peroxide
contents for naphthalene SOA, while NO increased ROS generation with no effect on total peroxide content
in α-pinene SOA.[28] Our study follows
up these studies by investigating ROS formation from chamber-generated
SOA with atmospheric aging on the hour scale.In addition to
production of ROS, which are relatively short-lived
due to their highly reactive nature, SOA derived from aromatic precursors
are observed to contain stable and long-lived radicals, so-called
environmentally persistent free radicals (EPFR).[29,30] EPFR have longer lifetimes from minutes, months, and even indefinite
in the atmosphere.[31−34] Naphthalene and other polycyclic aromatic compounds can produce
EPFR upon oxidation to form semiquinone radicals, which are redox-active
to produce ROS.[27,35] Only a handful of studies have
investigated the effects of NO on EPFR
production. Gehling and Dellinger suggested that NO2 has
the potential to decrease ROS production from EPFR in ambient air,
while NO has little to no effect.[27]Electron paramagnetic resonance (EPR) spectroscopy is an analytical
technique that can be used to directly measure radicals.[10,36] In this study, we investigate ROS formation by SOA generated from
representative anthropogenic and biogenic VOC precursors, naphthalene
and α-pinene, respectively, under low and high NO conditions to evaluate the effects of NO on EPFR and ROS formation from SOA through EPR analysis.
In addition, high-resolution mass spectrometry was used to determine
chemical composition of SOA generated in high and low NO environments. We also simulated the chemical composition
of α-pinene SOA using an explicit gas-phase chemistry model
(GECKO-A) and the radical two-dimensional volatility basis set (r2D-VBS)
to estimate the distribution of functional groups in SOA.
Materials and Methods
Secondary Organic Aerosol Generation
SOA particles
were generated from the photooxidation of naphthalene or α-pinene
with or without the presence of NO in
an environmental chamber. The chamber consists of a 5 m3 Teflon bag surrounded by a bank of 42 UV-B lamps with an emission
spectrum centered at 310 nm, equipped with a scanning mobility particle
sizer (SMPS) (TSI model 3936 classifier and model 3775 condensation
particle counter) to monitor particle size distributions as well as
an ozone monitor (Thermo Scientific model 49i) and an NO monitor (Thermo Scientific Model 42i-Y). SMPS, NO, and ozone data are available online at
the Index of Chamber Atmospheric Research in the United States (ICARUS).[37] Before the injection of VOC and oxidant, the
chamber was humidified to about 40%. The experiments were conducted
at ambient temperature, which was 21 ± 2 °C for the duration
of all experiments, with most of the variation being from heating
by the lamps, which also reduced the relative humidity (RH) by several
percentage points. Experiments were performed by injecting 2000 ppb
of H2O2 as the OH precursor followed by 200
ppb of naphthalene or 500 ppb of α-pinene through a heated inlet.
The steady-state OH concentration was estimated to be ∼1.4
× 106 molecules cm–3, similar to
previous work.[38] For the high NO experiments, 700 ppb of NO was added. No additional
VOC, H2O2, or NO was added after the start of
the experiment. Photooxidation was performed for 3.0 ± 0.5 h
for all experiments for consistency. SOA particles were then collected
on a 0.2 μm PTFE filter (Merck Millipore Ltd., part number FGLP04700)
at a flow rate of 20 L min–1. The mass difference
of the filter before and after collection was used as the SOA collection
mass for all mass corrected results. A molar mass of 200 g mol–1 was assumed for all SOA collected and used to calculate
yield.[39]
EPFR and ROS
After sample collection, the filters were
immediately analyzed for EPFR using a X-band continuous-wave electron
paramagnetic resonance (EPR) spectrometer (Bruker, Germany). The EPFR
concentrations were quantified using a calibration curve of 4-hydroxy-2,2,6,6-tetramethylpiperidine-1-oxyl
(TEMPOL). EPFR measurements were scanned over the field range of 3300–3700
G and recorded as an average of 10 scans. The parameters for EPFR
measurements were as follows: an attenuation of 12 dB, a modulation
amplitude of 1.0 G, a microwave power 12.62 mW, and a receiver gain
of 40. For EPFR analysis the filter was placed into a quartz tube
and then directly placed in the resonator. EPFR stability was tested
by analyzing filters at 5–10 min intervals up to 1.5 h postcollection.
The filter was then stored at −20 °C until used for ROS
analysis. For ROS measurements, the filter was extracted in a 1 mL
aqueous solution of 10 mM spin-trapping agent 5-tert-butoxycarbonyl-5-methyl-1-pyrroline-N-oxide (BMPO)
(Enzo, >99%). The extract was then placed in a 50 μL capillary
tube for EPR measurements. The samples were scanned over the field
range of 3470–3560 G and averaged over 50 scans. The parameters
for ROS measurements were the same as EPFR, except for the receiver
gain set to 30. The Bruker SpinFit software was used to deconvolute
the EPR spectra to quantify the concentrations of BMPO adducts with
hydroxyl radical (OH), superoxide (O2•–)/hydroperoxyl radical (HO2), and carbon- and oxygen-centered
organic radicals.[33,34]
Total Peroxide
A second set of chamber filters was
generated for a total peroxide measurement and dithiothreitol (DTT)
analysis. Peroxides can oxidize I– to form I2, which can then combine with I– to form
I3–. Peroxides in solution can be quantified
by the characteristic absorbance of I3– at 289 and 350 nm. A wavelength of 350 nm was used to quantify peroxide
concentration in naphthalene and α-pinene SOA. Calibration was
performed using 0.2–2 μM benzoyl peroxide (Sigma-Aldrich,
≥98%). SOA filters were extracted for 7 min in 1 mL of Milli-Q
water. 100 μL of the SOA extract was combined with 700 μL
of ethyl acetate (Sigma-Aldrich, 99.8%). The 800 μL solution
was then mixed with 636 μL of acetic acid (Sigma-Aldrich, ≥99%),
324 μL of chloroform (Sigma-Aldrich, ≥99.5%), and 240
μL of Milli-Q water, forming a 2 mL solution. This solution
was then purged of dissolved O2, which might also oxidize
I–, by a N2 flow for 2 min. Afterward,
20 mg of potassium iodide (KI, Sigma-Aldrich, ≥99%) was added
to the solution, and it was left to sit for 1 h. The absorbance was
then measured at 405 nm using the GloMax Discover Microplate Reader.
The total peroxide measurement method is based on the iodometric–spectrophotometric
method used by Docherty et al.[40,41]
DTT Assay
Dithiothreitol (DTT) analysis was performed
to measure the total oxidative potential and redox activity,[32,42] which is often assumed to correspond to ROS formation and to represent
indicator of PM toxicity.[20] DTT analysis
quantifies the consumption of DTT over time by redox-active or reactive
compounds contained in SOA water extracts. The sample was extracted
into 0.7 mL of Milli-Q water and combined with 0.2 mL of potassium
phosphate buffer (pH 7.4) in the reaction vial. The vial was then
incubated at 37 °C, and the reaction was initiated by adding
0.1 mL of 1 mM DTT. A 50 μL aliquot of the reaction vial was
then mixed with trichloroacetic acid (TCA) to quench the reaction
and different time points to note the oxidation over time. To analyze
the sample, it was mixed with Tris buffer and 5,5-dithiobis(2-nitrobenzoic
acid) (DTNB), which combines with the residual DTT to form a light-absorbing
compound. The absorbance of this product was measured at 412 nm with
the Liquid Waveguide Capillary Cell (LWCC) coupled to an online spectrophotometer
(Ocean Optics, Inc., Dunedin, FL), consisting of an DT-Mini-2 ultraviolet–
visible (UV–vis) light source and a USB4000 miniature fiber-optic
spectrometer.
High-Resolution Mass Spectrometry (HRMS)
HRMS was used
to analyze SOA chemical composition. SOA was extracted from the filters
by shaking the filters in acetonitrile for 5 min. The solvent volume
was chosen to achieve a concentration of SOA in acetonitrile of 400
μg mL–1 assuming 100% extraction efficiency.
Then an equal amount of water was added so that the SOA concentration
would be 200 μg mL–1 for HRMS analysis.The instrument has been described previously in Chin et al.[43] A 10 μL aliquot of sample was injected
into a Phenomenex Luna Omega Polar C18, 150 × 2.1 mm2 column, with 1.6 μm particles and 100 Å pores for ultrahigh
performance liquid chromatography (UPLC) separation and photodiode
array (PDA) detection. The PDA detector was followed by a Thermo Q-Exactive
Plus mass spectrometer with a heated electrospray ionization inlet
and a resolving power of 1.4 × 105 at m/z 400, which was operated in both positive (spray
voltage +3.5 kV) and negative (spray voltage −2.5 kV) ion modes.[43] The UPLC solvents were water acidified to pH
3 with 0.1 wt % formic acid (solvent A) and acetonitrile acidified
with 0.1 wt % formic acid (solvent B). The gradient was 95% solvent
A and 5% solvent B for 3 min, followed by a linear ramp to 95% solvent
B and 5% solvent A from for 11 min, a hold at 95% solvent B for 2
min, and finally a linear ramp back to 95% solvent A and 5% solvent
B for 4 min in preparation for the next run.FreeStyle 1.6 from
Thermo Scientific was used to generate a raw
time-integrated mass spectrum by integrating over the full total ion
chromatogram (1–18 min). Peaks and their relative intensities
were then extracted from the time-integrated mass spectrum using Decon2LS
(https://omics.pnl.gov/software/decontools-decon2ls), and peaks representing 13C compounds were removed.
Peaks from the solvent and SOA samples were then aligned with a tolerance
of 0.0005 m/z, and peaks with equal
or greater intensity in the solvent than in the samples were also
removed. The resultant mass spectra were assigned within a tolerance
of 0.0005 m/z to a formula of [CcHhON0–3 + Na]+ and [CcHhON0–3 + H]+ for positive ion mode
and [CcHhON0–3 – H]− for negative ion
mode. The internal calibration of the m/z axis in both ion modes was verified using the assigned peaks, and
the calibration was adjusted where necessary. This internal calibration
improved the m/z accuracy, leading
to a few additional assignments for peaks that could not be assigned
within 0.0005 m/z in the uncalibrated
mass spectra. Neutral formulas were calculated from the assigned ions
by taking into account the ionization mode, and the two modes were
clustered together. The mass spectra and elemental ratios presented
here refer to the combined peak abundance in the positive and negative
ion mode data referenced to formulas of the un-ionized SOA compounds.
GECKO-A Model
We have conducted modeling of gas-phase
chemistry and subsequent SOA formation using the Generator for Explicit
Chemistry and Kinetics of Organics in the Atmosphere (GECKO-A) to
perform an in-depth investigation of SOA functionality in particles.[44,45] GECKO-A is a detailed generator of gas-phase chemical mechanisms
based on experimental data and observed structure–activity
relationships (SAR).[45] It is coupled to
a 0-D photochemical box model enabling the simulation of chamber experiments
by treating gas-particle partitioning. Partitioning of oxidation products
into the particle phase is treated based on their vapor pressures
as estimated using the Nannoolal et al. approach.[46] GECKO-A does not account for gas-phase chemistry of species
with vapor pressure below 10–13 atm, which are assumed
to be nonvolatile in the condensed phase. The generator accounts for
peroxyacyl (RC(O)O2) and peroxy (RO2) chemistry
including reactions with NO, HO, and RO2. For the RO2 + HO2 reaction, the generator assigns a branching ratio of 80%
to hydroperoxide formation and 20% to the creation of an alkoxy radical
and the regeneration of another OH. GECKO-A is enriched with SAR estimations
of alkoxy radical (RO) decomposition and H-migration reaction rates.[47] The HO2 chemical section also accounts
for alkylperoxy radical reactions leading to the formation of hydroperoxides.
Note that GECKO-A treats neither autoxidation, dimerization of RO2, nor particle-phase chemistry. Chemistry of peroxyacyl nitrates
(PANs) is based on the SAR rules by Jenkin et al., covering the reactions
of organic peroxy radicals.[48] There is
a limited coverage of specific PAN reactions with −NO2 and −HO2, and therefore the species follow the
SARs reactions pathways of other peroxy radicals. As GECKO-A chemical
generator is not able to redact the chemical mechanisms of compounds
with more than two double bonds, we were unable to perform an analysis
on the functionality distributions of carbonyl groups in SOA produced
by naphthalene.GECKO-A and its photochemical box model have
successfully simulated SOA formation by α-pinene photooxidation
and dark ozonolysis.[49,50] In this study, we used GECKO-A
photochemical box model to simulate α-pinene photooxidation
under low and high NO conditions to track
the evolution in SOA functionality with the aim of establishing the
dominant chemical routes occurring in our chamber experiments. The
initial α-pinene mixing ratio was set to 500 ppb. The low NO scenario includes a steady-state concentration
of 1 ppb of NO initially introduced as
NO, representative of the background NO mixing ratio in the chamber. NO mixing
ratios were fixed to 700 ppb for high NO conditions. The OH concentration was fixed at 1.4 × 106 cm–3 to match the steady-state concentration
calculated for similar experimental setups reproducing VOC photooxidation
in the same chamber.[51] The RH and temperature
were fixed at 38% and 294 K, respectively. Photolysis rates were computed
for the photon flux of the UV light used to generate OH in the chamber
experiments (250 < λ < 650 nm). As GECKO-A does not include
particle nucleation, we assumed pre-existing particles to have a radius
of 5 nm and an initial concentration of 10–4 cm–3.[49,50] The vapor wall loss is also considered
with deposition rate constant of 5 × 10–3 s–1 based on previous experiments using similar chamber
reaction volumes.[52,53] Functional group distributions
in the particle phase were estimated based on the ratio between the
total number of carbon atoms per molecule per specific functional
group (CG) and the total number of carbon atoms measured
in the particle phase (CTOT).[54]
Radical 2D-VBS
The radical 2D-volatility basis set
model (r2D-VBS) has been described in detail in Schervish and Donahue,
but a brief discussion is given here.[55,56] This model
simulates gas-phase chemistry through representative peroxy radical
(RO2) species and ultimately distributes these products
into the 2D-VBS based on volatility or effective saturation mass concentration
(C*) using semiempirical kernels for each radical
termination reaction. Both autoxidation and dimerization of RO2 are included in this model, but due to the simplified chemical
kinetics and grouping of RO2 species, specific functional
groups on closed-shell products cannot be determined. However, autoxidation
has been well-documented to lead to organic hydroperoxide (ROOH) formation.
This model has previously been shown to reproduce trends associated
with α-pinene oxidation under different conditions including
addition of NO.[55]For this work, we run the model with an initial input of 500
ppb of α-pinene under both low and high NO scenarios. The low NO scenario
includes a steady-state concentration of 1 ppb of NO initially introduced as NO, representative of the background
NO mixing ratio in the chamber. In the
high NO scenario 700 ppb of NO is introduced
and allowed to decay over time. NO cycling
was implemented, so most of the NO has been converted to NO2 at the end of the simulation. We prescribed an OH concentration
of 1.4 × 106 cm–3. As this model
typically underestimates HO2 due to the lack of small carbon-containing
molecules that promote conversion of HO2 to OH, we prescribed
an HO2 concentration of 1 × 108 cm–3.[56] We used a wall loss
time scale of 1 h for all species. This is to achieve similar product
concentrations as seen in the GECKO-A model runs. The time scale used
is longer than that used in the GECKO-A simulation as GECKO-A incorporates
resuspension of gases from the walls. In addition, the radical 2D-VBS
does not include any dynamic gas-particle partitioning, and thus there
is no competitive process to wall loss and necessitates wall loss
being slower to reach similar concentrations as GECKO-A simulations.
To estimate the ROOH concentration in the particle phase, we only
included VBS bins which contribute to particles when 200 μg
m–3 of organic aerosol is present. This leads to
2/3 of the C* = 100 μg m–3 bin and 1/6 of the C* = 1000 μg m–3 bin being included. All molecules in bins with C* < 100 μg m–3 were included, and none
were included from bins with C* > 1000 μg
m–3.
Results and Discussion
Environmentally Persistent Free Radicals
Naphthalene
SOA showed a significant EPFR signal, while no EPFR signal was observed
for α-pinene SOA. This is expected as products of α-pinene
oxidation are mostly ring-opened molecules without extensive conjugation
and thus do not lead to EPFR formation. Naphthalene is the simplest
form of polycyclic aromatic hydrocarbons (PAHs),[57] which are known to be precursors of EPFR as their oxidation
products are expected to retain aromatic or conjugated structures
that would stabilize unpaired electrons.[29,58] The g factor of the EPFR signal in this study was
around 2.0035 ± 0.0010. A previous study has suggested that g factor signals of 2.0035 ± 0.0004 signify carbon-centered
(phenoxy) or oxygen-centered (semiquinone) radicals generated from
PAH oxidation, so we expect the chemical identity of EPFR to be semiquinone-
or phenoxy-type radicals as both radicals are reported to be produced
by OH oxidation of naphthalene.[27,58,59]As shown in Figure a, naphthalene SOA generated under both low and high NO conditions exhibited similar concentrations
of EPFR with ∼0.7 ± 0.5 pmol (μg SOA)−1. The EPFR concentrations were measured for seven SOA samples for
each condition. The measurements were conducted after about 20 min
of SOA collection completion, and EPFR concentrations were observed
to decrease over time followed by flattening, as shown in Figure b. EPFR remained
present at a lower concentration after 80 min and even after freezing
overnight for some samples. While a previous study suggested that
carbon-centered radicals are more stable than oxygen-centered radicals,[59] there was no change in the g factor over the course of the decay, indicating no significant changes
in radical species. EPFR concentrations were similar between low and
high NO environments at each time point
after 30 min with e-folding lifetimes of about 42 ± 5 min.
Figure 1
(a) EPFR concentrations
in naphthalene SOA generated under low
and high NO conditions after 30 min of
sample collection. (b) Decay of EPFR in naphthalene SOA generated
under low (dark gray) and high NO (light
gray) conditions over the span of 80 min after SOA collection.
(a) EPFR concentrations
in naphthalene SOA generated under low
and high NO conditions after 30 min of
sample collection. (b) Decay of EPFR in naphthalene SOA generated
under low (dark gray) and high NO (light
gray) conditions over the span of 80 min after SOA collection.From the high-resolution mass spectrometry data
it is observed
that nine of the ten most abundant compounds produced in the chamber
under both low and high NO conditions
have identical chemical formulas for naphthalene SOA. Results of the
high-resolution mass spectrometry data are shown in Table of the HRMS section. The highest six compounds for naphthalene SOA appear in
the same order with the same relative intensities (±6%) and exist
as ring-retaining structures. Both sets of products display aromatic
properties as calculated by their double bond equivalent (DBE) (see
further details below). These findings of minimal variation between
high and low NO naphthalene SOA composition
agree with a previous study.[58] As such,
we would expect that EPFR are produced through the same route and
with the same formation efficiency. Figure shows the abundance of C10H6O2+ compounds, respective to their oxygen number
(compounds may contain two or more oxygen atoms). C10H6O2+ compounds are assumed to be quinones, which
are known precursors to EPFR. There is no discernible effect of NO on the abundance of any oxygen-containing
C10H6O2+ compounds. Therefore, in
addition to the DBE, an equal amount of C10H6O2+ specifically may account for the comparable EPFR production
between low and high NO conditions. Note
that naphthalene SOA under a low NO environment
produced more ring-retaining compounds such as naphthol, naphthoquinone,
and epoxyquinone in the gas phase. Under a high NO environment the major gas-phase products include ring-opening
products such as 2-formyl cinnamaldehyde, phthaldialdehyde, and phthalic
anhydride.[58] Further research is required
to identify chemical identities of EPFR generated under low and high
NO conditions.
Table 1
Top Ten Peaks in Each SOA Formation
Condition Listed by Relative Peak Abundance, Normalized to the Highest
Peak in Each Spectrum, Including Their Neutral Mass and Assigned Neutral
Formula
naphthalene low NOx
naphthalene high NOx
α-pinene
low NOx
α-pinene high NOx
rel abundance
(%)
neutral mass
(Da)
formula
rel abundance
(%)
neutral mass
(Da)
formula
rel abundance
(%)
neutral mass
(Da)
formula
rel abundance
(%)
neutral mass
(Da)
formula
100
134
C8H6O2
100
134
C8H6O2
100
182
C10H14O3
100
166
C10H14O2
86
162
C9H6O3
81
162
C9H6O3
95
198
C10H14O4
93
172
C8H12O4
79
192
C10H8O4
74
174
C10H6O3
82
172
C8H12O4
88
198
C10H14O4
77
174
C10H6O3
71
176
C10H8O3
81
166
C10H14O2
85
138
C8H10O2
57
176
C10H8O3
62
192
C10H8O4
74
138
C8H10O2
81
182
C10H14O3
56
166
C8H6O4
62
166
C8H6O4
70
126
C7H10O2
77
126
C7H10O2
55
148
C9H8O2
60
189
C10H7O3N
66
152
C9H12O2
75
168
C9H12O3
49
190
C10H6O4
49
190
C10H6O4
63
164
C10H12O2
70
186
C9H14O4
48
208
C10H8O5
48
150
C8H6O3
62
154
C8H10O3
69
124
C8H12O1
40
150
C8H6O3
46
148
C9H8O2
60
140
C7H8O3
67
122
C8H10O1
Figure 2
Abundance of C10H6O2+ compounds
in naphthalene SOA as determined by high-resolution mass spectrometry.
Abundance of C10H6O2+ compounds
in naphthalene SOA as determined by high-resolution mass spectrometry.
Reactive Oxygen Species
Figure a shows that α-pinene SOA generated
under the low NO condition mainly generates
OH radicals and superoxide, which is consistent with our previous
study.[21] OH radicals can be generated by
the decomposition of ROOH, and superoxide can be formed by OH oxidation
of primary and secondary alcohols and unimolecular decomposition of
α-hydroxyperoxy radicals.[21,22] In Figure b, naphthalene SOA generated
under the low NO condition shows the
dominant superoxide formation, which is most likely generated via
redox reactions of quinones.[28,29] The formation of organic
radicals are relatively minor for both SOA.
Figure 3
Molar yields of BMPO
radical adducts (BMPO-OH, BMPO-OOH, BMPO-OR,
and BMPO-R) in water extracts of (a) α-pinene and (b) naphthalene
SOA generated under low and high NO conditions.
Molar yields of BMPO
radical adducts (BMPO-OH, BMPO-OOH, BMPO-OR,
and BMPO-R) in water extracts of (a) α-pinene and (b) naphthalene
SOA generated under low and high NO conditions.For both naphthalene and α-pinene SOA generated
under high
NO conditions, ROS production was diminished.
For α-pinene SOA, the total radical yield (the percentage of
moles of BMPO radical adducts to the total moles of SOA) decreased
from ∼0.029% to ∼0.009%, with OH and superoxide formation
decreased by a factor of ∼9 and ∼2, respectively. For
naphthalene SOA, the total radical yield was reduced from ∼0.030%
to ∼0.010%, with OH and superoxide reduction by a factor of
∼1.5 and ∼3.5, respectively. SOA extracts were slightly
more acidic for high NO SOA compared
to low NO SOA, consistent with Kautzman
et al., who found an enhancement of acid formation for naphthalene
SOA produced in a high NO environment.[58] Note that our recent study showed α-pinene
and naphthalene SOA generated under low NO would have higher ROS production at lower pH,[60] but the influence of NO has
a greater effect on ROS yield than the pH of the system. A previous
study has indicated that acid may reduce the formation of semiquinones,[27] which may contribute to the reduction of ROS
formation.Given ROOH is an important source of ROS, we have
quantified peroxides
using an iodometric spectrophotometric method. As shown in Figure a, α-pinene
SOA generated under the low NO conditions
contained substantial amounts of peroxides (∼29 ± 11%),
which decreased significantly by a factor of ∼2 for SOA generated
under high NO conditions. There was not
a detectable amount of peroxide for naphthalene SOA. Given that organic
peroxides are reported to contribute to oxidative potential,[61] we performed the DTT assay on both samples of
naphthalene and α-pinene SOA, as shown in Figure b. Naphthalene SOA has a significantly higher
DTT activity by a factor of 4 than α-pinene SOA, most likely
due to redox activity of quinones contained in naphthalene SOA.[62] The oxidative potential is slightly higher for
α-pinene SOA formed under low NO compared to those under high NO, while
there is no significant difference for naphthalene SOA. It has been
shown that DTT activity of α-pinene SOA is insensitive to NO,[63] while NO was reported to enhance oxidative potential
of isoprene SOA.[61]
Figure 4
(a) Total peroxide concentrations
and (b) DTT activities of α-pinene
and naphthalene SOA produced under low and high NO conditions. Error bars represent the standard deviation.
(a) Total peroxide concentrations
and (b) DTT activities of α-pinene
and naphthalene SOA produced under low and high NO conditions. Error bars represent the standard deviation.
SOA Modeling
For α-pinene oxidation, the fate
and reaction pathways of peroxy radicals (RO2) are critical
for SOA formation. There are competitions of NO and HO2 to react with RO2 radicals leading
to different products as follows:Note that (R2) is only
relevant for acylperoxy radicals (R–C(O)OO), and it is an equilibrium
process. In addition, NO can decrease
the abundance of ROOH by suppressing autoxidation and the formation
of HOM, which can be significant source of ROS.[64]Figure a shows the SOA functional group distributions for simulated α-pinene
photooxidation SOA under low and high NO conditions by GECKO-A. Under low NO, RO2 would mainly react with HO2 to form ROOH,
accounting for 20% of carbon atoms, which is comparable to the measured
peroxide yield of ∼29% (Figure a). 13% of carbon atoms are associated with alcohols
(ROH). Under high NO conditions, RO2 are terminated by NO forming
organic nitrates (RONO2),[40] and
ROOH is expected to be very low. It is estimated that around 30% of
carbon atoms would be associated with RONO2, in addition
to around 25% associated with PANs. Note that PAN potentially decompose
to additional peroxy radicals,[65,66] but this process is
not treated in the model, which may lead to less alcohol predicted
in the model than is observed experimentally. Slightly higher formation
of ketone (RCOR) and aldehyde (RCHO) species is predicted under high
NO environments.
Figure 5
(a) Functional group
distributions in α-pinene SOA simulated
by the GECKO-A box model for the photooxidation of α-pinene
under low and high NO conditions. (b)
Modeled concentrations of organic hydroperoxides and organic nitrates
from α-pinene oxidation under low and high NO conditions by r2D-VBS. The green bars represent OOH formation
with an allowed production of one peroxide per molecule, whereas the
blue bars represent OOH formation with OOH production at each step
of autoxidation. The red bar represents the organic nitrate formation
in the presence of NO.
(a) Functional group
distributions in α-pinene SOA simulated
by the GECKO-A box model for the photooxidation of α-pinene
under low and high NO conditions. (b)
Modeled concentrations of organic hydroperoxides and organic nitrates
from α-pinene oxidation under low and high NO conditions by r2D-VBS. The green bars represent OOH formation
with an allowed production of one peroxide per molecule, whereas the
blue bars represent OOH formation with OOH production at each step
of autoxidation. The red bar represents the organic nitrate formation
in the presence of NO.As GECKO-A does not account for autoxidation, we
applied the radical
2D-VBS model which considers autoxidation. Because specific functional
group information about the oxidized SOA is unknown, we made assumptions
about the −OOH groups present on the molecules. In the first
case, it was assumed that every molecule that has undergone autoxidation
has only one −OOH group that can decompose and lead to ROS
formation (one OOH per molecule). In the second case, we counted every
step of autoxidation a molecule has undergone as being an additional
−OOH group that can decompose (total OOH per molecule). In
both cases products from the RO2 + HO2 reaction
were included regardless of degree of autoxidation (but were counted
as an additional −OOH group in case 2). We included these cases
as some ROOH may decompose prior to analysis, a process that is not
accounted for in the model. While this model treats dimerization,
it is unclear to what extent dimers may decompose or hydrolyze in
aerosol; therefore, we only included their contribution to the total
−OOH functionality if they underwent any autoxidation.Figure b shows
a clear reduction in the −OOH groups as a result of the addition
of NO, consistent with the results from
GECKO-A. The percentage reduction in each case is between 95 and 98%.
While the mechanism for the production of these hydroperoxides is
different in these two models, the excellent agreement for the relative
reduction due to the addition of NO to
the system provides evidence of this phenomenon occurring whether
autoxidation is taking place and RO2 are primarily terminating
with each other or if RO2 is primarily reacting with HO2. In reality, both of these termination reactions are occurring
to different extents under different conditions depending on NO:HO2, but both are clearly repressed with the addition of NO.Figure b also shows
the total organic nitrates formed in both scenarios. While termination
with NO is competitive under both scenarios,
when NO is present in small amounts,
it does not totally dominate over autoxidation, allowing for the formation
of some organic nitrates that have −OOH functionality due to
prior autoxidation. However, under high NO conditions, the RO2 + NO dominates autoxidation, leading
to a marked decrease in hydroperoxide functionality. The organic nitrates
alone do not totally compensate for the decrease in −OOH functionality
because formation of organic nitrates from the reaction of RO2 + NO only accounts for 25% of the yield of this reaction
in the model. However, as these species tend to be lower in volatility
than the products formed from the alkoxy radical pathway within this
model framework, the particle-phase organic nitrates account for much
more than 25% of the particle phase yields. The increase in particle-phase
RONO2 species by roughly a factor of 2 from the low to
high NO scenarios is also consistent
with the results from GECKO-A.
High-Resolution Mass Spectrometry
We observed that
both naphthalene and α-pinene SOA show significant incorporation
of nitrogen under high NO conditions
as predicted by the GECKO-A and r2D-VBS model. As shown in Figure , the addition of
NO during SOA formation leads to the
production of many nitrogen-containing compounds. There are also low
abundances of nitrogen-containing compounds (CHON) formed under low
NO conditions (Figure a,c) as background levels of NO in the smog chamber were around 1 ppb. While our
mass spectrometry method does not provide individual functional group
information, based on previous work, we expect the nitrogen-containing
groups in the naphthalene SOA to be mostly nitroaromatics and in the
α-pinene SOA to be organic nitrates (RONO2).[67,68] SOA composition agrees relatively well with previous work on α-pinene
and naphthalene high and low NO SOA.[69−72] Both SOA types have distinct monomer (approximately <250 Da)
and dimer (250–500 Da) regions. The α-pinene SOA also
has a small trimer region above 500 Da. The major peaks in both naphthalene
SOA conditions generally have formulas of C8–10H6–8O2–5 (see Table for the top 10 most abundant peaks in each
spectrum). The major peaks in both α-pinene SOA conditions have
formulas of C8–10H12–16O2–5. For the α-pinene SOA, there are also a few C7 compounds
that are abundant and less typical of previously reported α-pinene
SOA. These C7 compounds may be a result of in-source fragmentation
due to the spray voltage being too high during mass spectrometry analysis.
They are not evident in the aromatic naphthalene SOA, which should
be less susceptible to fragmentation.
Figure 6
High-resolution mass spectra and intensity-normalized
average elemental
ratios for (a) naphthalene (NAP) low NO SOA, (b) NAP high NO SOA, (c) α-pinene
(APIN) low NO SOA, and (d) APIN high
NO SOA. Compounds containing only carbon,
hydrogen, and oxygen (CHO) are shown in black while compounds containing
carbon, hydrogen, oxygen, and nitrogen (CHON) are shown in red.
High-resolution mass spectra and intensity-normalized
average elemental
ratios for (a) naphthalene (NAP) low NO SOA, (b) NAP high NO SOA, (c) α-pinene
(APIN) low NO SOA, and (d) APIN high
NO SOA. Compounds containing only carbon,
hydrogen, and oxygen (CHO) are shown in black while compounds containing
carbon, hydrogen, oxygen, and nitrogen (CHON) are shown in red.Table shows the
top ten products for naphthalene and α-pinene SOA under high
and low NO conditions. Nine of the ten
top naphthalene SOA products are shared for the high and low NO environments. The two deviations for naphthalene
SOA were C10H8O5 and C10H7O3N. The naphthalene high NO environment saw the incorporation of nitrogen into
the final product, forming a nitroaromatic. Only the top five out
of ten α-pinene SOA products were the same for high and low
NO conditions. None of the remaining
five products of α-pinene SOA in the high NO environment included organic nitrates. In the complete product
list for α-pinene SOA, organic nitrate compounds were present,
agreeing with the aforementioned studies that show the formation of
these compounds in a high NO environment.
Also, there may be fewer nitrogen-containing compounds measured by
HRMS in the α-pinene SOA because some of the organic nitrates
may have hydrolyzed in water before they were able to be analyzed;
for instance, tertiary nitrates derived from isoprene have been estimated
to have hydrolysis lifetimes of <10 s when dissolved in water.[73]To look for evidence of changes in the
reaction pathways described
in chemical reactions –R3, specifically a reduction in peroxide
functional group formation with the addition of NO, we examined the double-bond equivalents (DBE) as a function
of carbon number for the compounds that do not contain nitrogen, shown
in Figure . Equation predicts the formation
of peroxide functional groups which have a DBE of 0. Under high NO conditions, we expect (R1) to compete with (R3), leading to a carbonyl
group with a DBE of 1. Therefore, if the addition of NO reduces the formation of peroxides, the DBE distribution
of the CHO compounds should show fewer low-DBE compounds under high
NO conditions. Looking at Figure a, this seems to be the case
for naphthalene SOA. Some of the CHO compounds with low DBE which
form under low NO conditions are not
formed under high NO conditions. This
pattern appears less evident for the α-pinene conditions, shown
in Figure b, although
there are some low-DBE peaks present under low NO conditions which are not present under the high NO conditions. The abundance of peroxide functionalities
determined by the ROS measurements are also more similar between the
low and high NO conditions for α-pinene
than for the naphthalene conditions, so our DBE comparison may not
be sensitive enough to observe a shift for α-pinene SOA. Finally,
the higher aromaticity of naphthalene, which is shown by higher DBE
in Figure a, corroborates
the EPFR results, as aromaticity is required for EPFR.[59]
Figure 7
Double-bond equivalents as a function of carbon number
for (a)
naphthalene SOA and (b) α-pinene. SOA formed under high NO conditions, excluding nitrogen-containing
compounds, is shown in red circles, and SOA formed under low NO conditions is shown in black squares. Marker
size is scaled to the relative summed intensity at each point.
Double-bond equivalents as a function of carbon number
for (a)
naphthalene SOA and (b) α-pinene. SOA formed under high NO conditions, excluding nitrogen-containing
compounds, is shown in red circles, and SOA formed under low NO conditions is shown in black squares. Marker
size is scaled to the relative summed intensity at each point.
Discussion
The experiments were conducted using high
mixing ratios of α-pinene
and NO to produce enough material for
the EPR and HRMS analysis. This limitation does not apply to the models,
which can assume any starting conditions. By maintaining the same
temperature, RH, and total absorbing organic aerosol mass, but with
an α-pinene and NO mixing ratio
reduced to 200 ppt and 50 ppb, respectively, r2D-VBS predicts a reduction
of −OOH functionality by a factor of 25 from the NO-free condition. If we represent more pristine conditions
with 50 ppt of NO, the reduction of −OOH
functionality is only 20% compared to the NO-free condition. These percentages reflect only counting one
−OOH group per molecule (case 1) because, as noted previously,
the different methods give quite similar relative reductions. The
reduction of −OOH functionality may be due to the fact that
under 50 ppt NO competitiveness of autoxidation
is enhanced and may be dominant over that of a reaction with NO. In
the chamber NO reacted quickly to form NO2. As there was
an initial concentration of 700 ppb NO, it can be assured that enough
NO remained in the chamber to make the reaction of RO2 with
NO dominant over other loss processes. With 1 ppb or greater NO maintained
in the chamber and equal amounts of RO2, the isomerization
of RO2 with the first-order rate of ∼0.1 s–1 and the reaction of RO2 + NO are competitive.[48,74] Under 50 ppt NO this may no longer
be the case, and autoxidation will most likely be the major process,
while RO2 can still undergo a reaction with NO.The
GECKO-A and 2D-VBS models predict the reduction of hydroperoxides
under high NO conditions. The formation
of organic nitrates in the presence of NO was predicted in both models, which can be interpreted as a competitive
alternative pathway to hydroperoxide formation for the RO2 termination. The presence of organic nitrates under high NO conditions was also confirmed experimentally
using high-resolution mass spectrometry. The model outcomes, however,
predicted a higher reduction by 92–98% in hydroperoxides than
was observed experimentally in the reduction of O2– and HO2 by 25–75% and the reduction
of OH by 70–90% for α-pinene SOA.Because these
models are both gas-phase models, the apparent discrepancy
may be due to chemistry in the particle phase. In addition, particle-phase
processes associated with nonideal mixing and particle phase state
are not explicitly considered in these models. When particles adopt
amorphous semisolid or glassy states, kinetic limitations of bulk
diffusion can retard mass accommodation, heterogeneous reactions,
and partitioning.[75−77] This may contribute to the potential overrepresentation
of multifunctionalized NO2 and OH bearing compounds in
the presence of NO which can lead to
production of more volatile compounds.[14] Moreover, the occurrence of liquid–liquid phase separation
can also significantly impact SOA partitioning.[78] These aspects may warrant further investigations in future
studies.While organic hydroperoxides are regarded as a major
ROS source,
it is unclear if peroxyacetyl nitrates and other highly functionalized
nitrates might contribute to ROS formation. Some of these compounds
might decompose and through a series of subsequent reactions form
the peroxy radical, contributing to the production of ROS.[65] Note that the GECKO-A model accounts for the
decomposition of PAN in the gas phase; given there is little variation
between GECKO-A and 2D-VBS, we do not expect this process to be a
major process contributing to ROS formation.Our results are
in contrast with the findings from Chowdhury et
al., where there was more ROS production from aged naphthalene and
α-pinene SOA in the presence of NO. Note that our study agrees with their finding that total peroxide
production from aged α-pinene SOA decreases in the presence
of NO.[28] The
discrepancy between these studies may be due to methodology. SOA in
the Chowdhury study was generated in an oxidative flow reactor, with
an aging period equivalent to 3 days in the atmosphere. Concentrations
of naphthalene and α-pinene as well as NO were on the same order of magnitude, but NO was added as 2% NO2. Further studies are warranted
to investigate ROS formation by SOA as a function of chemical aging
time.
Conclusions
In this study we measured EPFR and ROS
associated with naphthalene
and α-pinene SOA generated under low and high NO conditions. We found that α-pinene SOA does
not contain significant amounts of EPFR, while naphthalene SOA contains
EPFR with a particle-mass-normalized concentration of ∼0.7
± 0.5 pmol μg–1. EPR measurements show
that NO exhibits minimum impacts on EPFR
production, and high-resolution mass spectrometry measurements indicate
that there is also no discernible effect of NO on the abundance of C10H6O2+ compounds, which are likely to be quinones which would produce EPFR.
α-Pinene and naphthalene SOA generated under low NO conditions mainly produce OH radicals and superoxide
in the aqueous phase, which is suppressed substantially for SOA generated
in the presence of NO; the total radical
yield decreased from 0.029% to 0.009% for α-pinene SOA and from
0.030% to 0.010% and for naphthalene SOA.The reduction of ROS
formation for SOA generated in the presence
of NO is due to suppression of the formation
of organic hydroperoxides as indicated by peroxide measurements and
the reduction of total oxidative potential as measured by the DTT
assay. The GECKO-A modeling finds that RO2 is terminated
by NO forming organic nitrates (RONO2), and ROOH is expected to be very low under high NO conditions. Further modeling by r2D-VBS, which considers
autoxidation for the formation of highly oxygenated organic molecules
with multiple −OOH groups, also shows a clear reduction in
ROOH upon NO addition. High-resolution
mass spectrometry confirmed the production of numerous nitrogen-containing
compounds. In addition, some of the compounds with low double-bond
equivalents, which is likely to be correlated to ROOH formation, form
in higher concentration under low NO conditions
than under high NO conditions. In conclusion,
our experimental and modeling results clearly demonstrate that NO alters the fate and reaction pathways of
peroxy radicals and hence SOA chemical composition, resulting in the
reduction of ROS formation by SOA generated under high NO conditions. The results from this study of aqueous
extracts of naphthalene and α-pinene SOA provide useful insights
into aqueous-phase processing of organic aerosols in the atmosphere
as well as ROS formation and oxidative stress upon inhalation and
respiratory deposition of SOA into lung lining fluid.
Authors: Dian E Romonosky; Ying Li; Manabu Shiraiwa; Alexander Laskin; Julia Laskin; Sergey A Nizkorodov Journal: J Phys Chem A Date: 2017-02-06 Impact factor: 2.781
Authors: Yuanzhou Huang; Fabian Mahrt; Shaun Xu; Manabu Shiraiwa; Andreas Zuend; Allan K Bertram Journal: Proc Natl Acad Sci U S A Date: 2021-04-20 Impact factor: 11.205
Authors: C Yan; W Nie; A L Vogel; L Dada; K Lehtipalo; D Stolzenburg; R Wagner; M P Rissanen; M Xiao; L Ahonen; L Fischer; C Rose; F Bianchi; H Gordon; M Simon; M Heinritzi; O Garmash; P Roldin; A Dias; P Ye; V Hofbauer; A Amorim; P S Bauer; A Bergen; A-K Bernhammer; M Breitenlechner; S Brilke; A Buchholz; S Buenrostro Mazon; M R Canagaratna; X Chen; A Ding; J Dommen; D C Draper; J Duplissy; C Frege; C Heyn; R Guida; J Hakala; L Heikkinen; C R Hoyle; T Jokinen; J Kangasluoma; J Kirkby; J Kontkanen; A Kürten; M J Lawler; H Mai; S Mathot; R L Mauldin; U Molteni; L Nichman; T Nieminen; J Nowak; A Ojdanic; A Onnela; A Pajunoja; T Petäjä; F Piel; L L J Quéléver; N Sarnela; S Schallhart; K Sengupta; M Sipilä; A Tomé; J Tröstl; O Väisänen; A C Wagner; A Ylisirniö; Q Zha; U Baltensperger; K S Carslaw; J Curtius; R C Flagan; A Hansel; I Riipinen; J N Smith; A Virtanen; P M Winkler; N M Donahue; V-M Kerminen; M Kulmala; M Ehn; D R Worsnop Journal: Sci Adv Date: 2020-05-27 Impact factor: 14.136