Abstract
Introduction
Cannabidiol (CBD) can be isolated from Cannabis sativa L. or synthetically produced. The aim of this study was to compare the in vitro effects of purified natural and synthetic CBD to establish any pharmacological differences or superiority between sources.
Methods
Six purified samples of CBD were obtained, 4 of these were natural and 2 synthetic. The anticancer effects of CBD were assessed in a human ovarian cancer cell line (SKOV-3 cells). The neuroprotective effects of CBD were assessed in human pericytes in a model of stroke (oxygen glucose deprivation [OGD]). The ability of CBD to restore inflammation-induced intestinal permeability was assessed in differentiated human Caco-2 cells (a model of enterocytes).
Results
(1) In proliferating and confluent SKOV-3 cells, all CBD samples similarly reduced resazurin metabolism as a marker of cell viability in a concentration-dependent manner (p < 0.001). (2) In pericytes exposed to OGD, all CBD samples similarly reduced cellular damage (measured by lactate dehydrogenase) at 24 h by 31–48% and reduced inflammation (measured by IL-6 secretion) by 30–53%. Attenuation of IL-6 was inhibited by 5HT<sub>1A</sub> receptor antagonism for all CBD sources. (3) In differentiated Caco-2 cells exposed to inflammation (TNFα and IFNγ, 10 ng/mL for 24 h), each CBD sample increased the speed of recovery of epithelial permeability compared to control (p < 0.05–0.001), which was inhibited by a CB<sub>1</sub> receptor antagonist.
Conclusion
Our results suggest that there is no pharmacological difference in vitro in the antiproliferative, anti-inflammatory, or permeability effects of purified natural versus synthetic CBD. The purity and reliability of CBD samples, as well as the ultimate pharmaceutical preparation, should all be considered above the starting source of CBD in the development of new CBD medicines.
Keywords: Cannabidiol, Synthetic cannabidiol, Plant, Pharmacology, Cannabinoid receptor 1, 5HT1A
Introduction
Preclinical and early clinical phase studies demonstrate the potential of cannabidiol (CBD) in cancer, stroke, anxiety, and pain [1, 2, 3, 4, 5, 6, 7, 8], and a purified form of CBD (98%, Epidiolex®) is already licensed to treat seizures associated with Dravet syndrome, Lennox-Gastaut syndrome, and tuberous sclerosis [9]. Around 65 molecular targets for CBD have been identified [10, 11] with different targets responsible for different therapeutic effects of CBD. For example, serotonin 1A receptor (5HT1A) activation is associated with reductions in anxiety, nausea, and neuroprotective effects [12, 13, 14]. Transient receptor potential cation channel subfamily V member 1 (TRPV1) interactions have been implicated in the antinociceptive effects of CBD [15]. Peroxisome proliferator-activated receptor gamma (PPARγ), cyclooxygenase-2 (COX-2), and GPR55 have been linked to the anticancer effects of CBD [16]. Cannabinoid receptor 1 (CB1) interactions have been linked with CBD's ability to reduce intestinal permeability [17, 18]. The polypharmacology of CBD may underpin its ability to affect many pathologies.
Over-the-counter CBD products are mainly produced from Cannabis sativa L. with a THC content below 0.2% (hemp). Epidiolex® is produced using C. sativa L. with a higher THC content. CBD can also be produced synthetically through a series of chemical reactions, yielding a highly pure form of CBD [19]. Natural CBD products are either refined to get purified CBD (97–99%), or crude extraction methods are used to yield CBD alongside other phytocannabinoids, terpenes, and flavonoids, which is known as a “CBD-rich extract.”
One complication that can arise in reviewing the effectiveness of CBD medicines is this range of products that include purified isolate forms or extracts containing other chemicals. Some suggest that CBD-rich extracts are therapeutically superior because of the “entourage” hypothesis. Scientific evidence, however, is equivocal. Gallily and colleagues [20] showed CBD-rich extracts were more effective than purified CBD in attenuating inflammation and hyperalgesia in rats. Similarly, Pagano et al. [21] showed a CBD-rich extract was more beneficial in attenuating intestinal inflammation and hypermobility in mice. In contrast, Scott et al. [22] found purified CBD was more efficacious than a CBD-rich extract in glioblastoma cell lines. Ligresti and colleagues [23] also found purified CBD was more potent in reducing proliferation in some cancer cell lines, while in others, the CBD-rich extract was more potent. Similarly, Raup-Konsavage and colleagues [24] found that pure CBD was more efficacious than 3 different CBD extracts in reducing cancer cell viability. Thus, it is not yet clear whether purified or CBD extracts are superior, or whether this is different depending on the pathological situation in which CBD is being tested. There are also no controlled clinical trial data to support either argument.
Because of the perception that CBD extracts are superior to purified CBD, synthetic CBD products are sometimes perceived as inferior. A recent study in Germany asked 153 epileptic patients whether they worry about the origin of CBD. Seventy-three percent favored natural CBD [25]. The main reasons were a preference for a botanical origin, a perceived lack of toxicity relative to synthetic forms, and an absence of chemical reactions in the manufacturing process. Conversely, there is also a perception that contaminations of natural CBD products (such as pesticides, heavy metals, microbial pathogens, and carcinogenic compounds) during cultivation, manufacturing, and packaging may limit the pharmaceutical use of natural CBD [26]. There are no head-to-head clinical studies comparing plant versus synthetic CBD. However, studies assessing the efficacy, safety, and pharmacokinetic parameters of synthetic CBD in drug-resistant epilepsy [27, 28] found very similar characteristics relative to natural CBD [29, 30, 31, 32].
In light of the lack of data directly comparing purified CBD of various origins, this study aimed to establish whether the CBD source affects its pharmacological effects in human cells. Our hypothesis was that there would be no difference in the effects produced between CBD samples of similar purity.
Methods
Materials
CBD derived from 2 different sources (4 natural and 2 synthetic) were obtained from 6 companies (see Table 1). Only Logical confirmed to use a synthesis process selective for the naturally occurring (−) enantiomer of CBD. For natural CBD, manufacturers' analysis demonstrated Medropharm (Medropharm GmbH) was 98.6% CBD, 0.2% CBD-C4 analog, 0.6% cannabidivarin (CBD-C3, CBDV), and 0.3% cannabigerol. Flora Fusion was 99.3% CBD and 0.2% CBDV. CBDepot was 98.7% CBD, 0.3% CBD-C4, and 0.6% CBDV. Ai Lab was 99.4% CBD and had no data regarding any impurities. Of the synthetic CBD, Logical was 98.9% and THC Pharm was 99.8% pure. The presence of impurities was not assessed in either synthetic CBD sample. CBD was in ethanol at 10−1 mol/L. For each experimental repeat, a new stock solution was made.
Table 1.
Manufacturer (source) | Purity |
Efficacy |
||||||||||||||
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CBD purity (our lab) | CBD purity (manufacturer) GC/MS, HPLC, or CC | CBD-C4 | CBDV | delta-9-THC | delta-8-THC | CBG | proliferating SKOV-3 (resazurin, 48 h, 10 μM vs. veh) | confluent SKOV-3 (resazurin, 48 h, 50 μM vs. veh) | pericytes (LDH, 24 h, 100 nM vs. veh) | pericytes (IL-6, 24 h, 100 nM vs. veh) | Caco-2 (TEER, mean AUC, SEM, 10 μM vs. veh) | |||||
Medropharm (plant) | 93.3%±1 GC/MS | 98.6%±0.1 HPLC | 0.2%±0.1 | 0.6%±0.1 | >0.01% | >0.01% | 0.3%±0.1 | −41±2 (p < 0.001) | −90±5 (p < 0.001) | −84±7.3 (p < 0.001) | −106±12.2 (p < 0.01) | 218±50 (p < 0.001) | ||||
| ||||||||||||||||
Flora Fusion (plant) | 100%±1.5 GC/MS | 99.3%±0.1 CC | nd | 0.2%±0.1 | nd | nd | nd | −56±5 (p < 0.001) | −85.2±0.7 (p < 0.001) | −83±7.5 (p < 0.001) | −104±12.7 (p < 0.0001) | 292±36 (p < 0.0001) | ||||
| ||||||||||||||||
CBDepot (plant) | 97%±0.6 GC/MS | 98.7%±0.1 HPLC | 0.3%±0.1 | 0.6%±0.1 | nd | nd | na | −46±5 (p < 0.001) | −93.4±2 (p < 0.001) | −85±8.6 (p < 0.001) | −99±11.0 (p < 0.001) | 200±60 (p > 0.01) | ||||
| ||||||||||||||||
Ai Lab (plant) | 95%±1.1 GC/MS | 99.4%±0.1 HPLC | na | na | na | na | na | −37±5 (p < 0.001) | −94±0.3 (p < 0.001) | −70±9.6 (p < 0.01) | −111 ± 13.3 (p < 0.001) | 598±172 (p < 0.01) | ||||
| ||||||||||||||||
Logical (synthetic) | na | 98.9% GC/MS | na | na | na | na | na | −37±4 (p < 0.001) | −91±0.2 (p < 0.001) | −82±10.6 (p < 0.001) | −115±9.4 (p < 0.0001) | 413±106 (p < 0.01) | ||||
| ||||||||||||||||
THC Pharm (synthetic) | 111%±0.06 GC/MS | 99.8% GC/MS | na | na | na | na | na | −37±4 (p < 0.001) | −92±0.8 (p < 0.001) | −67±11.2 (p < 0.0001) | −114±12.1 (p < 0.0001) | 319±72 (p < 0.001) |
Where appropriate data were collated between identical experiments. All data are displayed as percentage change relative to vehicle (±SEM). CBD samples were compared to vehicle or each other using a one-way ANOVA alongside a multiple comparison. CBD, cannabidiol; na, not available; nd, not detectable; CBDV, cannabidivarin, THC, delta-9-tetrahydrocannabinol, CBG, cannabigerol; GC/MS, gas chromatography/mass spectrometry; HPLC, high-performance liquid chromatography; CC, convergence chromatography.
Antagonists of receptors known to mediate CBD effects were used at relevant concentrations: CB1 receptor antagonist, AM251 (100 nM); CB2 receptor antagonist, AM630 (100 nM); GPR18 antagonist, O-1918 (1 μM); GPR55 antagonist, CID16200 (5 μM); PPARα antagonist, GW6471 (100 nM); PPARγ antagonist, GW9662 (100 nM); TRPV1 receptor antagonist, SB-36679 (1 μM); and 5HT1A antagonist, WAY-100635 (300 nM). All antagonists were from Tocris (Abingdon, UK). When used, antagonists were applied 20 min before CBD.
Cell Culture
Cells were maintained in a humidified cell culture incubator at 37°C with 5% CO2 and cultured to 70–80% confluence in a T75 flask. SKOV-3 (The European Collection of Authenticated Cell Cultures [ECACC, Salisbury, UK], passages 24–31) cell lines were cultured to 70–80% confluence in Roswell Park Memorial Institute (RPMI) 1640 base medium containing L-glutamine and phenol red indicator (Gibco), supplemented with 10% heat-inactivated FBS and 1% penicillin-streptomycin (P/S). Human brain vascular pericytes (ScienceCell, Carlsbad, CA, USA, passages 3–6) were cultured in specialized pericyte medium (2% FBS, 1% pericyte growth supplement, and 1% P/S; ScienceCell, Carlsbad, CA, USA). Caco-2 cells (ECACC, Salisbury, UK) (passages 37–49) were cultured in Minimum Essential Medium Eagle (1% P/S, 1% nonessential amino acids, and 10% FBS).
Gas Chromatography/Mass Spectrometry
Test stock solutions of each CBD compound were made up at 50 µg/mL by weight in methanol. Twenty microliters of 10 µg/mL D3-CBD (Sigma-Aldrich, Poole, UK) was added to 100 µL of standard and test stock solution, mixed, and evaporated until dry under nitrogen at 30°C. Samples and standards were derivatized to their CBD-TMS esters by adding 70 µL of acetonitrile and 70 µL of BSTFA (Apollo Scientific, Manchester, UK) and incubating for 90 min at 90°C. 0.5 µL of each sample and standard was injected into a Trace 1310-TSQ 8000 GC-MS/MS (Thermo Scientific, Hemel Hempstead, UK) in SRM mode monitoring m/z transitions 390–319 for unlabeled CBD and 393–319 for D3-labeled CBD. Concentrations of test stock solutions were calculated from the standard curve of known CBD concentrations ranging from 20 to 80 µg/mL and % recovery calculated. Linearity of standard curves was assessed for each assay and accepted if R2 > 0.97. CV for repeat sample injections was 1%.
Anticancer Effects of CBD in SKOV-3 Cells
To identify the concentration of CBD to use in studies with SKOV-3 cells, a concentration-response curve was constructed with CBD from THC Pharm (see online suppl. Fig. 1; for all online suppl. material, see www.karger.com/doi/10.1159/0005171203). SKOV-3 cells were seeded into 96-well plates at a density of 10,000 cells/cm2 and left to adhere for 3 h. Media were replaced with fresh media containing either vehicle (ethanol) or CBD (10–50 µM). Plates were allocated into 2 time points: 24 and 48 h. At each time point, resazurin (Sigma-Aldrich, Poole, UK) dissolved in PBS (Thermo-Fisher, UK) was added to the wells to produce an in-well concentration of 100 µM and returned to the incubator for 2 h. Plates were read using a Fluoroskan Ascent microplate fluorometer (Thermoelectron Corporation, Waltham, MA, USA) at 560 nm excitation and 590 nm emission. Ten and 50 µM were identified as subeffective and effective concentrations for similar experiments comparing the different CBD samples.
In separate experiments, the cytotoxic effect of CBD was investigated using confluent SKOV-3 cells. Cells were seeded into 96-well plates and given 2 days to reach confluence. The media were aspirated and replaced with fresh media either containing ethanol (vehicle) or CBD (10 or 50 µM) for 24 or 48 h and resazurin metabolism measured as before.
Oxygen Glucose Deprivation Experiments in Pericytes
Human pericytes were exposed to oxygen glucose deprivation/reperfusion (OGD/R) as a model of stroke [33, 34]. Cells were seeded at 20,000 cells/cm2 in a 96-well plate. Once confluent, cells were incubated for 24 h to establish baseline samples. The media were replaced with RPMI glucose-free media (Invitrogen, Carlsbad, CA, USA), containing either CBD (10 or 100 nM) or vehicle (ethanol) based on our unpublished work. Plates were sealed into GasPak EZ Anaerobe Pouches (Beckton Dickinson, Oxford, UK) and placed into the incubator, producing anoxic conditions within 20 min [33]. After 4 h, media were collected and replaced with complete pericyte growth medium containing either CBD (10 or 100 nM) or ethanol (vehicle) and returned to normoxic conditions for 20 h. Media concentrations of IL-6 (immediately after OGD and 24 h; R&D systems ELISA) and lactate dehydrogenase (LDH, 24 h only; Abcam) were measured as per manufacturer's instructions.
Inflammation and Permeability Experiments in Caco-2 Cells
Caco-2 cells (P32–45) were seeded onto the apical compartments of polycarbonate transwell inserts (12-mm diameter, 0.4-µm pore diameter; Transwell; Corning Inc., Corning, NY, USA) at a density of 20,000 cells/cm2 with complete medium. Cells were differentiated over 21 days into gut enterocyte-like cells. Transepithelial electrical resistance (TEER, ohms, Ω) was used to quantify barrier integrity using STX2 chopstick electrodes attached to an Ohm meter (World Precision Instruments, Hitchin, UK) [35]. Wells with a resistance of over 999 Ω were used for experiments. The basolateral compartments of each well were treated with 10 ng/mL IFNγ, and 8 h later, with 10 ng/mL TNFα. Sixteen hours later, TEER was measured and the wells washed once with PBS. Fresh media containing CBD (10 µM) were applied to the apical membrane and TEER measured up to 72 h.
Data Analysis
Statistical analyses were performed using GraphPad Prism 8.2.0 and assessed for Gaussian distribution prior to analysis. Resazurin, LDH, and IL-6 datasets were analyzed using one-way ANOVA alongside a Dunnett's post hoc test comparing CBD samples against vehicle controls, as well as a multiple comparison comparing each CBD sample at the respective concentrations and time points. Caco-2 time course data were analyzed using area under the curve (AUC), quantified using the trapezoidal method, and compared to vehicle using an unpaired t test. AUC data were compared by the CBD sample using a one-way ANOVA multiple comparison with a Dunnett's post hoc test.
Results
Gas Chromatography/Mass Spectrometry
In general, the purity of each CBD was lower for our laboratory's measurements than the manufacturers' (Table 1). This could be due to different measurement techniques and/or degradation over time. Regardless, the purity of the CBD samples was independently confirmed in our lab using GC/MS. Logical CBD suffered from a poor percentage recovery in both runs, and unfortunately, the particular batch of Logical CBD used in the cellular experiments had been exhausted following these runs, so we were unable to obtain purity data with this sample.
Anticancer Effects of Natural and Synthetic CBD in SKOV-3 Cell Line
In proliferating SKOV-3 cells, at 24 h (Fig. 1a), 10 µM Medropharm (−53% ± 6), Flora Fusion (−55% ± 6), and CBDepot (−59% ± 6) reduced resazurin metabolism relative to vehicle control (p < 0.0001). Logical CBD also reduced resazurin metabolism, albeit to a lesser extent (−33% ± 9, p < 0.05; Fig. 1a). At 24 or 48 h, 50 µM of all CBD sources produced similar reductions in resazurin metabolism compared to vehicle (p < 0.0001; Fig. 1a, b). No statistically significant differences existed between CBD samples.
In fully confluent SKOV-3 cells, after 24 h, only 50 µM CBD reduced resazurin metabolism relative to vehicle (−55 to −74%, p < 0.0001; Fig. 1c). Similarly, after 48 h, only 50 µM CBD reduced resazurin metabolism relative to vehicle (−85 to −95%, p < 0.0001; Fig. 1d). No significant differences were observed at either concentration or time point between CBD samples. None of the selected antagonists (to 5HT1A, CB1, CB2, GPR18, GPR55, PPARα, PPARγ, and TRPV1 receptors) inhibited the reduction in metabolism associated with CBD (Fig. 2).
The Effects of CBD in Pericytes Exposed to OGD
IL-6 content immediately after OGD was 225% ± 63 (p < 0.05; Fig. 3a) higher than in normoxic control cells and at 24 h was 184% ± 26 higher (p < 0.01; Fig. 3b). At 24 h, LDH activity in media was 118% ± 18 higher than normoxic control cells (p < 0.01; Fig. 3c).
IL-6 secretion immediately after OGD was not significantly raised in the presence any of the CBDs at 10 or 100 nM (Fig. 3a). IL-6 secretion at 24 h following OGD was also not significantly raised relative to the normoxic control in the presence of CBD (100 nM). No statistical differences were present between CBD samples at their equivalent concentrations and time points.
LDH activity was also not significantly raised above normoxic control in the presence of CBD (24 h; Fig. 3c). At 100 nM, Medropharm (−91% ± 18, p < 0.05), Flora Fusion (−96% ± 9, p < 0.01), CBDepot (−104% ± 19, p < 0.05), and THC Pharm (−73% ± 18, p < 0.05) also significantly reduced LDH activity relative to the OGD vehicle.
CBD 100 nM was coapplied with the 5HT1A antagonist WAY-100635 [33]. As before, IL-6 secretion was blunted by CBD (Fig. 4a, 50–63% relative to vehicle). However, in the presence of WAY-100635, this effect was reduced such that an increase in IL-6 secretion was observed (Fig. 4a). There was no obvious effect of WAY-100635 on LDH activity (Fig. 4b).
CBD Effects on Caco-2 Barrier Integrity following Inflammation
Following an inflammatory protocol, barrier resistance was reduced by ∼30%, indicating increased permeability [36]. When analyzed as the total effect over time (AUC) (%·min−1), all CBD samples increased TEER following inflammation relative to their vehicle control (Fig. 5b–f; Table 1 for pooled data). No statistical differences were present between CBD samples in their ability to restore intestinal permeability. As before (Fig. 5), when CBD was administered alone, it successfully increased the recovery of TEER values following a 24-h inflammatory protocol. However, when CBD was coadministered with AM251 (1 µM), this effect was inhibited (Fig. 6).
Discussion
The aim of this study was to investigate whether CBD derived from different sources (natural or synthetic) would behave similarly in 3 human cell models of disease. Across all experiments, all CBD samples at their respective concentrations and time points produced very similar effects. Whilst some minor variability existed in the magnitude of effect and percentage purity of CBD samples, none of these differences manifested in one particular sample of CBD being superior. These data support our hypothesis that there is no pharmacological difference between purified natural and synthetic CBD in vitro.
CBD has antiproliferative [37, 38] and apoptotic features [39] in multiple cancer cell lines. We explored the effects of CBD in the ovarian cancer cell line SKOV-3 and whether the CBD origin influenced results. Ten micromolar CBD reduced cell viability in proliferating cells, and 50 µM CBD was cytotoxic in proliferating and confluent cells. The effects of CBD were greater at 48 h. None of the purified CBD samples differed in their efficacy across concentrations or time points, suggesting regardless of how CBD is produced, its antiproliferative/cytotoxic effects remain the same, at least in the SKOV-3 cell line. Since the effects of CBD were not attenuated by the range of antagonists used and the high concentration of CBD required, it is likely this is a nonreceptor-mediated mechanism, for example, on mitochondria membrane potential and/or ROS generation [40], which should be investigated in future experiments.
CBD possesses several properties that could be useful in treating ischemia and reperfusion injuries including modulation of intracellular calcium [41], attenuating BBB permeability [33], improving glucose metabolism, and optimizing energy production [42] and as an antioxidant molecule [43]. The aim of the present experiments was to investigate the effects of different natural and synthetic CBD samples on cell damage in pericytes exposed to OGD and reperfusion. All CBD samples were able to prevent OGD-induced increases in IL-6 and LDH, and the anti-inflammatory effect of CBD was partially reduced by 5HT1A antagonism, as previously observed [33, 44]. This suggests both synthetic and natural CBDs can activate 5HT1A, which is the molecular target underpinning many therapeutic effects including stroke, anxiety, and pain. As far as we are aware, this is the first study showing the protective properties of CBD in pericytes exposed to OGD/R injury.
As we have previously shown [36], Caco-2 barrier integrity could be restored by administering CBD to the apical compartment of transwell inserts following a 24-h inflammatory protocol. Further work by our laboratory demonstrated these effects of CBD extend to human colon explants exposed to inflammation [45]. In both studies, the ability of CBD to restore barrier integrity was inhibited by CB1 antagonism [36, 45]. Most recently, we showed that CBD (600 mg) was protective against aspirin-induced permeability increases in healthy volunteers in vivo [45]. In this present set of experiments, all CBD samples restored barrier integrity of differentiated Caco-2 cells following inflammation to a similar extent, and the effects on barrier integrity were reduced by antagonism of the CB1 receptor for all CBD samples. These results suggest natural and synthetic CBDs have similar pharmacological effects in a cellular model of acutely inflamed small intestine.
One caveat to consider is that natural CBD can contain other phytocannabinoids, albeit in small amounts (see Table 1). However, the concentration of these compounds would be moderate with high concentrations of CBD. For example, the most abundant contaminant was CBDV (0.6%). At 50 µM, the corresponding concentration of CBDV would be ∼300 nM. The CBDV pharmacology is not well characterized, but binding assays demonstrated a Ki of 14.7 µM at CB1 and 570 nM at CB2 [46]. We believe it is unlikely that the small concentrations of CBDV, or indeed other Cannabis constituents, influenced our results at a pharmacodynamic level. Whether there are pharmacokinetic interactions between these compounds in vivo remains to be tested.
This study demonstrates for the first time that the anticancer, neuroprotective, and intestinal barrier protective properties of purified CBD are similar regardless of the source from which CBD is derived. From a pharmacological perspective, where a molecular target is implicated (i.e., 5HT1A in stroke and CB1 in gut permeability), the effects of CBD were similar. This suggests that any beneficial effects that could be achieved in a clinical setting for purified CBD are likely to be similar at a pharmacodynamic level. Based on this analysis, the economic, environmental impact, purity, reliability, and consistency of CBD, either natural or synthetic, as well as the ultimate pharmaceutical preparation, should all be considered above the starting origin of the CBD in the development of new CBD medicines.
Statement of Ethics
The cell line used in this study was purchased from the European Collection of Authenticated Cell Cultures (SKOV-3 and Caco-2 cells) and ScienceCell, USA (Human brain vascular pericytes). Ethical approval for the use of these cells is not required in accordance with local/national guidelines.
Conflict of Interest Statement
S.E.O'S. is an independent consultant and paid scientific advisor to Artelo Biosciences.
Funding Sources
R.M.'s PhD was funded by Artelo Biosciences, and S.E.O'S. is a paid scientific advisor to Artelo Biosciences.
Author Contributions
R.F.M. and D.J.W. performed the analysis and interpretation described in the manuscript. T.J.E. and S.E.O'S. made substantial contribution to the conception and design of the work. All authors were involved in drafting and reviewing the work and approved the final manuscript.
Supplementary Material
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