Open Access Article
Todd R.
Harris
*a,
Julie A.
Griffith
bc,
Colleen E. C.
Clarke
a,
Krista L.
Garner
bc,
Elizabeth C.
Bowdridge
bc,
Evan
DeVallance
bc,
Kevin J.
Engles
b,
Thomas P.
Batchelor
bc,
William T.
Goldsmith
bc,
Kim
Wix
b,
Timothy R.
Nurkiewicz
bc and
Amy A.
Rand
a
aDepartment of Chemistry and Institute of Biochemistry, Carleton University, Ottawa, ON K1S5B6, Canada. E-mail: Todd.Harris@carleton.ca
bDepartment of Physiology and Pharmacology, West Virginia University School of Medicine, Morgantown, WV 26506, USA
cCenter for Inhalation Toxicology, West Virginia University School of Medicine, Morgantown, WV, USA
First published on 15th March 2023
Nano-titanium dioxide (nano-TiO2) is a widely used nanomaterial found in several industrial and consumer products, including surface coatings, paints, sunscreens and cosmetics, among others. Studies have linked gestational exposure to nano-TiO2 with negative maternal and fetal health outcomes. For example, maternal pulmonary exposure to nano-TiO2 during gestation has been associated not only with maternal, but also fetal microvascular dysfunction in a rat model. One mediator of this altered vascular reactivity and inflammation is oxylipid signaling. Oxylipids are formed from dietary lipids through several enzyme-controlled pathways as well as through oxidation by reactive oxygen species. Oxylipids have been linked to control of vascular tone, inflammation, pain and other physiological and disease processes. In this study, we use a sensitive UPLC-MS/MS based analysis to probe the global oxylipid response in liver, lung, and placenta of pregnant rats exposed to nano-TiO2 aerosols. Each organ presented distinct patterns in oxylipid signaling, as assessed by principal component and hierarchical clustering heatmap analysis. In general, pro-inflammatory mediators, such as 5-hydroxyeicosatetraenoic acid (1.6 fold change) were elevated in the liver, while in the lung, anti-inflammatory and pro-resolving mediators such as 17-hydroxy docosahexaenoic acid (1.4 fold change) were elevated. In the placenta the levels of oxylipid mediators were generally decreased, both inflammatory (e.g. PGE2, 0.52 fold change) and anti-inflammatory (e.g. Leukotriene B4, 0.49 fold change). This study, the first to quantitate the levels of these oxylipids simultaneously after nano-TiO2 exposure, shows the complex interplay of pro- and anti-inflammatory mediators from multiple lipid classes and highlights the limitations of monitoring the levels of oxylipid mediators in isolation.
Environmental significanceNano-titanium dioxide (nano-TiO2) is used in many industrial and consumer products, from paint to sunscreen. Recently, studies have linked gestational exposure to negative foetal and maternal health outcomes through the disruption of inflammatory pathways. Oxidized lipids (oxylipids) play a central role in the regulation of inflammation. Because hundreds of lipids are formed from dietary precursors via multiple enzymatic pathways, most studies focus on individual oxylipids. We use LC-MS/MS profiling to analyse global changes in oxylipid pathways after gestational exposure to nano-TiO2. We find that multiple oxylipids are perturbed by nano-TiO2 in the lung, liver, and placenta. This complex interplay of pro- and anti-inflammatory mediators from multiple lipid classes highlights the limitations of monitoring the levels of oxylipids in isolation. |
Maternal nano-TiO2 inhalation exposure during gestation resulted in significantly decreased circulating TXB2, the stable thromboxane metabolite, in dam serum.11 Maternal nano-TiO2 inhalation exposed lungs had significantly increased gene expression of prostacyclin synthase (PGIS) and significantly decreased prostacyclin receptor gene expression.11 Serum from exposed dams also had increased 6-keto-PGF1α, the stable prostacyclin metabolite.11 Due to the increased mRNA expression of PGIS and elevated PGI2 serum levels, is likely in response to inflammatory signals arising from the lungs due to toxicant deposition within the lungs. Maternal nano-TiO2 inhalation exposure has been shown to increase interleukin (IL)-1β, 4, 5, and 13 in the plasma and bronchoalveolar lavage fluid.12 This indicates an innate inflammatory response, in which IL-1β has been shown to increase PGI2 production in hypoxic environments.13 The changes in both cyclooxygenase metabolites, led us to question the oxylipid modifications that may be occurring in response to the inflammatory signals spilling over from the lungs and acting on sites of toxicant removal (liver) and placental impacts from the inflammatory response to toxicants.
Oxylipins are produced from dietary lipids such as the omega-6 arachidonic (ARA) and linoleic acids and the omega-3 docosahexaenoic (DHA) and eicosapentaenoic (EPA) acids through enzymatic catalysis, as well as autooxidation in the presence of reactive oxygen species14 (Fig. 1). The oxylipid-producing enzymes form three major routes of metabolism, commonly called the cyclooxygenase (COX), the lipoxygenase (LOX) and cytochrome P450 pathways.14 Each parent dietary lipid is used to produce hundreds of potential lipid mediators via these pathways. For example, ARA is metabolized to prostaglandins by the COX pathway, leukotrienes by the LOX pathway, and epoxyeicosatrienoic acids (EETs) by the cytochrome P450 pathway.14
Oxylipids play a central role in human health and disease, modulating inflammation, vascular tone and pain, among other processes.14 Leukotrienes and prostaglandins have been shown to influence systemic responses after nanoparticle exposure via the lung. Silver nanoparticles upregulate the COX pathway and a prostaglandin, PGE2, in mice.15 Lead oxide exposure has been linked to an increase in F2 isoprostanes, autooxidation products of ARA, also in mice.16 Nano-TiO2 exposure has previously been shown to alter COX-mediated vasoreactivity in a rat model.17 Leukotriene B4 is elevated after human exposure to welding-derived nanoparticles.18
These studies examined a single or small numbers of oxylipids after pulmonary nanoparticle exposure. This targeted approach provides no insight into global changes that may be occurring in the lipidome. Normal biologic functions are maintained in part by the action of multiple oxylipid mediators, some with opposite physiological effects (i.e. certain oxylipids may have pro-inflammatory properties while others produced in the same pathway have anti-inflammatory and pro-resolving properties).19,20 An imbalance in these mediators typically results in dysfunction or disease. Therefore, when studying the role of these lipid mediators in toxicologic assessments, an ‘omics’ approach is crucial. Only by simultaneously assessing multiple oxylipids representative of each enzymatic pathway and parent lipid can we begin to understand how their combined effect impacts an organism's response to xenobiotic exposure.
Although there has been great interest in ARA metabolites in the field of nanoparticle and TiO2 exposure,21,22 no study has analyzed all three branches of the ARA cascade. Further, the metabolites formed from other omega-6 and omega-3 dietary lipids from nano-TiO2 inhalation exposure have not been explored. In this study, we take such an approach, using a sensitive UPLC-MS/MS based analysis to probe the oxylipid response in the liver, lung, and placenta of pregnant rats after inhalation exposure to nano-TiO2. We hypothesize that we will detect significant shifts in both anti- and pro-inflammatory mediators of biologic responses produced via enzymatic catabolism, alongside the autooxidation products formed by reactive oxygen species following nanomaterial inhalation exposures.
:
12 hours light-dark cycle. Once acclimated for 48–72 hours, rats were randomly assigned to either air or nano-TiO2 exposure groups before mating. Rats had ad libitum access to food and water throughout the acclimation periods. All procedures were approved by the WVU Institutional Animal Care and Use Committee. To increase the likelihood of a viable pregnancy and retention of pups, pregnant rats were exposed after implantation was complete on gestational day (GD) 10–19 and exposed for a total of six days. On GD20, rats were weighed and then anesthetized with isoflurane gas (5% induction, 2–3.5% maintenance). Animals were placed on a warm heating pad and maintained at a rectal temperature of 37 °C. Rats were euthanized, and maternal liver and lung, along with placenta samples were collected. Collected tissues were flash frozen in liquid nitrogen, and stored in −80 °C.
200 rpm for 10 minutes. The methanol supernatant was transferred to 2 mL polypropylene centrifuge vials and stored at −20 °C overnight. Methanol suspensions were subsequently diluted with 1.6 mL 18 mQ water so that the solvent ratio was 80
:
20 water
:
methanol, prior to loading onto SPE cartridges. Oasis HLB cartridges (3 mL, 60 mg, 30 μm) (Waters, Milford, MA) were used for oxylipin extraction and clean-up from tissue matrices. Cartridges were each washed with 1 column volume of HPLC grade methanol and 2 volumes of HPLC grade ethyl acetate, and then conditioned with 2 volumes of 80
:
20 water
:
methanol. Samples were loaded and then washed with 2 volumes of 80
:
20 water
:
methanol. Cartridges were dried by vacuum for 10 minutes (15 mmHg). Analytes were then eluted with 0.5 mL methanol and 2 mL ethyl acetate into 2 mL centrifuge tubes containing 5 μL of trapping solution (30% glycerol in methanol). The eluates were dried by vacuum using an Eppendorf Vacufuge (Hamburg, Germany) at 30 °C and reconstituted in 50 μL LC-MS grade methanol. All samples were mixed on a vortex and spin-filtered (0.1 μm PVDF, MilliporeSigma, St. Louis, MO) at 13
200 rpm for 10 minutes at 10 °C prior to being transferred to 2 mL LC-MS amber vials containing a 100 μL glass insert. Extracts were stored at −20 °C until analysis by UPLC-MS/MS.
:
5 water
:
acetonitrile (A) and acetonitrile (B) both containing 0.1% formic acid. Gradient separation conditions were as follows: initial conditions of 90
:
10 A
:
B holding for 0.5 minutes (t = 0.5 minutes), decreasing to 20
:
80 A
:
B over 4.5 minutes (t = 5 minutes), decreasing to 5
:
95 A
:
B over 0.1 minutes (t = 5.1 minutes), holding for 2.9 minutes (t = 8 minutes), reverting to initial conditions over 2 minutes (t = 10 minutes). The solvent flow rate was 0.3 mL min−1. The MS/MS analysis was performed in ESI negative mode. The capillary voltage was set at 2.5 kV, with a desolvation temperature and flow of 300 °C and 500 L per hour, respectively. The cone flow was 150 L per hour, and the source temperature was 150 °C. The nebulizer gas was set at 6 bar. All analytes were monitored using the multiple reaction monitoring (MRM) mode as precursor and product ion mass transition pairs. Dwell time was automated, the length depending on how many transitions were in each channel (number of transitions ranged from 10–30). Points-per-peak was set at 12. Analytes were identified and quantified based on their LC retention time and one MRM transition. The relative response ratios of each analyte compared to their respective internal standard were used to calculate concentrations. A detailed list of the 68 oxylipins monitored in this study (including 12 labelled internal standards), their precursor and product ions, the optimized cone and collision energies, and LC-retention times can be found in Table S1.† A representative chromatograph depicting each oxylipin MRM transition is presented in Fig. S1.†
We performed unbiased targeted lipidomic profiling using tandem quadrupole mass spectrometry (MS/MS) with ultra-performance liquid chromatography (UPLC) on 10 rats exposed to nano-TiO2 nanoparticles via inhalation matched with 9 air-control rats during gestation. Rats were dissected to remove the lung (n = 10 nano-TiO2, n = 9 air), liver (n = 7 nano-TiO2, n = 6 air), and placenta (n = 10 nano-TiO2, n = 8 air) tissues. A total of 56 oxylipins were screened in each tissue, 25 derived from ARA, 7 from LA, 12 from DHA, and 12 from EPA. As depicted in Fig. 1, oxylipins targeted in this study were formed though the cyclooxygenases (COX), lipoxygenases (LOX), or cytochrome P450s (CYP) enzymatic pathways or autooxidation of their parent omega-6 or omega-3 polyunsaturated fatty acid.
Principal component analysis of the oxylipids in the liver tissue revealed a moderate separation, with 60% of the variation in the data accounted for by the first two principal components (Fig. 2A). As a screening criterion, we examined lipids with a p-value less than or equal to 0.05 (Fig. 2B). This yielded five lipids total, two derived from ARA, 5-HETE and LKD4. 5-HETE, elevated in the treated group (FC = 1.6), is a known pro-inflammatory oxylipid. Produced from ARA by 5-LOX, 5-HETE has been shown to be a hepatic inflammatory mediator in several liver disease models, including non-alcoholic fatty liver disease (NAFLD) and a genetic model of atherosclerosis.41,42 LKD4 (FC = 0.8), also produced in the LOX branch, has been shown to constrict pre- and post-sinusoidal veins in an isolated rat liver.43 Three omega-3 metabolites were identified, two derived from EPA, 8-HEPE (FC = 0.8) and 14-EpETE (FC = 0.8), and one derived from DHA, Resolvin D1 (FC = 0.8). Resolvin D1 has been shown to have a direct anti-inflammatory effect in a murine hepatic fibrosis model.44 HEPEs have been found to be elevated in lung tissue after exposure to diesel exhaust and urban air particles, but studies have not directly linked them to liver inflammation.45 An EpETE isomer has recently been shown to reduce inflammation in in vitro and in vivo lung models.46
![]() | ||
| Fig. 2 Analysis shows altered lipidome in air vs. nano-TiO2 liver tissue. (A) Principal component analysis. (B) Box plots of significantly altered oxylipids. (C) Heat map visualization of the top 25 discriminating features between air and nano-TiO2 treatments. For panel B, the boundary of the box indicates the 25th and 75th percentile. The horizontal line in the box in the median value, and the whiskers are the 10th and 90th percentiles. The dashed horizontal blue line is the mean value (all outliers represented by filled circles). N = 6 for air group, N = 7 for nano-TiO2 group. Oxylipid concentrations are reported in Table S4.† | ||
We next performed hierarchical clustering heatmap analysis (Fig. 2C) to investigate changes in the top 25 metabolites responsible for the observed variation. Interestingly, the ARA-derived HETEs, as well as the ARA products in the P450 branch were elevated in the treatment group (with the exception of 20-HDHA), while the products in the LOX and COX branch, including oxylipids displaying inflammatory and oxylipids displaying anti-inflammatory properties, were lowered. Of the elevated lipids, the HETEs, of which 5-HETE is a member, are of particular interest. The HETEs are a class of enzymatically and non-enzymatically produced oxylipids with a general inflammatory effect in the liver and other tissues.14 In contrast, the general anti-inflammatory products of DHA and EPA were lowered in the treated group.
In the liver, pro-inflammatory lipid mediators derived from ARA were elevated in the treated rats, in particular the HETEs. In addition, both pro- and anti-inflammatory metabolites in the COX-2 and LOX pathways were lowered in the treated group, as well as anti-inflammatory lipids derived from EPA and DHA, indicating that the liver is in the pro-inflammatory stage of its response to nano-TiO2 inhalation exposure.
The same statistical analysis was employed for the lung oxylipids. PCA resulted in a moderate separation between the control and treated groups (Fig. 3A). Applying our criteria, a p-value less than or equal to 0.05, we identified five oxylipids (Fig. 3B). There were significant changes in two ARA-derived lipids, 11-EET and 6-keto-PGF1a. 11-EET was increased in the nano-TiO2 group (FC = 1.2). Treatment with 11-EET and boosting the levels of 11-EET using inhibitors of its primary route of metabolism has been shown to reduce lung inflammation caused by LPS treatment and ischemia/reperfusion injury, respectively.47,48 6-keto-PGF1a, decreased in the treated group (FC = 0.6), is a marker of prostacyclin, a potent vasodilator in pulmonary vasculature.49 In addition to these ARA metabolites, two pro-resolving metabolites of DHA were significantly increased in the lungs of the treated mice, 4-HDHA (FC = 1.5) and 20-HDHA (FC = 1.4). The HDHA have been implicated in many lung inflammatory models, including a murine silver nanoparticle-induced acute inflammation model.50,51 While the 4- and 20-HDHA isomers were not mentioned in these studies, 20-HDHA has been shown to reduce the levels of inflammatory cytokines in a neuronal cell culture study.52 4-HDHA is a marker for D series resolvin pathway, lipids that have been shown to have a pro-resolving activity.53 Finally, one DiHETE, a lipid derived from EPA, was identified as decreased, 11-DiHETE (FC = 0.2). EPA is epoxidized by P450s to form EpETEs, which are then hydrolyzed by soluble epoxide hydrolase to form the DiHETEs (Fig. 1). The EpETE are anti-inflammatory mediators, 17-EpETE reducing inflammation in TNF-α-pretreated human bronchi.54 Less is known about the bioactivity of DiHETE in the lung, but relevant to this study, 5,15-DiHETE was correlated with increased eosinophilia in lungs of neonates born to mice exposed to urban air particles.45
![]() | ||
| Fig. 3 Analysis shows altered lipidome in air vs. nano-TiO2 placental tissue. (A) Principal component analysis. (B) Box plots of significantly altered oxylipids. (C) Heat map visualization of the top 25 discriminating features between air and nano-TiO2 treatments. For panel B, the boundary of the box indicates the 25th and 75th percentile. The horizontal line in the box in the median value, and the whiskers are the 10th and 90th percentiles. The dashed horizontal blue line is the mean value (all outliers represented by filled circles). N = 9 for Air group, N = 10 for nano-TiO2 group. Oxylipid concentrations are reported in Table S6.† | ||
Because no significant changes in the corresponding EpETE (ESI material Table S1†) were detected, this increase in DiHETEs may indicate an upregulation or increased activity of soluble epoxide hydrolase, perhaps accompanied by concomitant upregulation or increase in activity of the P450s involved in epoxidation of EPA. Overall, these data support that after nano-TiO2 inhalation exposure, the inflammatory response in the lung had entered a pro-resolving or anti-inflammatory stage, the levels of anti-inflammatory oxylipid mediators increased and the pro-inflammatory oxylipid mediators decreased.
Hierarchical clustering heatmap analysis supports this picture (Fig. 3C), with exceptions. In general, anti-inflammatory lipids derived from EPA (HEPE), DHA (HDHAs), ARA (EETs, Lipoxin A4) and linoleic acid (9-oxoODE) were increased in the treated group while inflammatory mediators derived from linoleic acid (EpOMEs) and ARA (PGD2), were decreased, along with some anti-inflammatory mediators.
When we performed PCA of the placenta data, we found a moderate separation of the treated and untreated groups (Fig. 4A). Again, using a screening criteria of a p-value less than or equal to 0.05, we identified eleven lipids (Fig. 4B). Ten metabolites of ARA were significantly decreased in the treated group. 14-EET (FC = 0.7), 8-DHET (FC = 0.7) and 11-DHET (FC = 0.7) are metabolites in the P450 branch of the ARA cascade. The DHET are produced from the EETs through the hydrolytic action of sEH.32 The EETs are increased in preeclamptic human placentas compared with normal pregnancy,37 a disease with a strong inflammatory component.55 Two metabolites in the LOX branch were significantly decreased, LKB4 (FC = 0.5) and lipoxin A4 (FC = 0.7). LKB4 has been proposed as a potential blood marker of preeclampsia,56 while lipoxin A4 has been found to be decreased in the placenta during preeclampsia in a rat model.57 Five lipids in the COX branch were also significantly decreased, TXB2 (FC = 0.6), PGE2 (FC = 0.5), PGD2 (FC = 0.5), PGF2a (FC = 0.6), and 6-keto-PGF1a (FC = 0.4). Thromboxane is increased in human preeclampsia placentas while prostacyclin, of which 6-keto-PGF1a is a marker, is decreased.58 The prostaglandins PGE2, PGD2, and PGF2a have been shown to play a central role in normal pregnancy in several mammalian models.36,38,59 In placental tissues, 14-HDHA, a product of DHA autooxidation, increased rather than decreased in the treated rats (FC = 1.5). 14-HDHA is a maresin pathway marker that has been identified in maternal and umbilical cord blood of mothers given omega-3 supplements in early and late pregnancy.60 Maresin is a pro-resolving lipid mediator.61
![]() | ||
| Fig. 4 Analysis shows altered lipidome in air vs. nano-TiO2 lung tissue. (A) Principal component analysis. (B) Box plots of significantly altered oxylipids. (C) Heat map visualization of the top 25 discriminating features between air and nano-TiO2 treatments. For panel B, the boundary of the box indicates the 25th and 75th percentile. The horizontal line in the box in the median value, and the whiskers are the 10th and 90th percentiles. The dashed horizontal blue line is the mean value (all outliers represented by filled circles). N = 9 for air group, N = 10 for nano-TiO2 group. Oxylipid concentrations are reported in Table S5.† | ||
It was noted that all of the lipids identified in the placenta except 14-HDHA were decreased after treatment. Hierarchical clustering heatmap analysis confirmed that most oxylipids in the three branches of the ARA signaling cascade were decreased in the nano-TiO2 treated group, as well as oxylipids derived from linoleic acids and EPA (Fig. 4C). The shift cannot be described as being anti-inflammatory or inflammatory, since both pro-inflammatory oxylipids (such as thromboxane A4 and PGE2) and anti-inflammatory oxylipids (such as lipoxin A4) were simultaneously decreased.
Our results also raise several questions for future studies, two of which will be discussed here. First, what implications do our findings have on questions of diet and toxicity. The omega-3 omega-6 balance, in particular, has been studied in many areas of health and disease. Here we have found that in the liver and lung, anti-inflammatory mediators derived from both lipid classes were significantly raised. In the placenta, lipid signaling in general was decreased. A study modulating diet could determine if the inflammatory response could be altered in these organs by altering the ratios of parent lipids. It would be particularly interesting to see if this downregulation in lipid signaling in the placenta is maintained as the omega-6
:
omega-3 ratio is shifted. Second, how are these oxylipids regulated? There are three ways that these shifts in lipid metabolism can occur. First, by modulating the expression or activity of the involved enzymes. Second, by shifting the levels of their substrates, the free fatty acids, by increasing/decreasing the esterification of the oxylipids to the plasma membrane or increasing/decreasing their release. Third, a combination of both processes might occur. A multi-omic approach looking at the proteome and transcriptome alongside the lipidome will give a clearer picture of how this modulation in lipids is achieved.
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d2va00300g |
| This journal is © The Royal Society of Chemistry 2023 |