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Brain, Behavior, & Immunity - Health logoLink to Brain, Behavior, & Immunity - Health
. 2020 Aug 11;8:100128. doi: 10.1016/j.bbih.2020.100128

Urolithin-A attenuates neurotoxoplasmosis and alters innate response towards predator odor

Sijie Tan 1,, Wen Han Tong 1, Ajai Vyas 1
PMCID: PMC8474456  PMID: 34589880

Abstract

Neurotoxoplasmosis, also known as cerebral toxoplasmosis, is an opportunistic chronic infection caused by the persistence of parasite Toxoplasma gondii cysts in the brain. In wild animals, chronic infection is associated with behavioral manipulation evident by an altered risk perception towards predators. In humans, reactivation of cysts and conversion of quiescent parasites into highly invasive tachyzoites is a significant cause of mortality in immunocompromised patients. However, the current standard therapy for toxoplasmosis is not well tolerated and is ineffective against the parasite cysts. In recent years, the concept of dietary supplementation with natural products derived from plants has gained popularity as a natural remedy for brain disorders. Notably, urolithin-A, a metabolite produced in the gut following consumption of ellagitannins-enriched food such as pomegranate, is reported to be blood-brain barrier permeable and exhibits neuroprotective effects in-vivo. In this study, we investigated the potential of pomegranate extract and urolithin-A as anti-neurotoxoplasmosis agents in-vitro and in-vivo. Treatment with pomegranate extract and urolithin-A reduced the parasite tachyzoite load and interfered with cyst development in differentiated human neural culture. Administration of urolithin-A also resulted in the formation of smaller brain cysts in chronically infected mice. Interestingly, this phenomenon was mirrored by an enhanced risk perception of the UA-treated infected mice towards predatory cues. Together, our findings demonstrate the potential of dietary supplementation with urolithin-A-enriched food as a novel natural remedy for the treatment of acute and chronic neurotoxoplasmosis.

Keywords: Behavioral manipulation, Brain, Cyst, Pomegranate extract, Toxoplasma gondii, Toxoplasmosis, Urolithin-A

Highlights

  • Pomegranate extract reduces T. gondii tachyzoite load and cyst formation in-vitro.

  • Urolithin-A, in part, underlies the anti-T. gondii effect of pomegranate extract.

  • Urolithin-A perturbs cyst development in the brain of chronically infected mice.

  • The reduction in brain cyst burden associates with enhanced fear of infected mice towards cat odor.

  • Dietary supplementation with urolithin-A is a potential therapy for neurotoxoplasmosis.

1. Introduction

Infection by the protozoan parasite Toxoplasma gondii (T. gondii) is widely prevalent in animals as well as in humans (Tenter et al., 2000; Dubey, 2016; McLeod et al., 2020; Lindsay and Dubey, 2020). Members of the Felidae family are the only known definitive hosts for T. gondii, where the parasite completes the sexual phase of its reproduction in the intestine to form highly stable oocysts that are excreted (Frenkel et al., 1970; Miller et al., 1972). Humans are one of the intermediate hosts and often acquire the infection through ingestion of food contaminated with oocysts (Kijlstra and Jongert, 2008; Guo et al., 2015). Prenatal infection can also occur via vertical transmission from infected mother to fetus during pregnancy (Torgerson and Mastroiacovo, 2013). Depending on the geographical region, the prevalence of toxoplasmosis varies, although it is estimated that a third of the world’s human population is chronically infected (McLeod et al., 2020; Molan et al., 2019).

T. gondii exists in two stages in humans and all intermediate hosts. Once ingested, sporozoites released from the oocysts are converted to the highly replicating invasive tachyzoites that disseminate in all organs, causing an acute infection (Dubey et al., 1998; Dubey, 2020). The tachyzoites then differentiate into slow-growing bradyzoites, forming quiescent tissue cysts, and establishing chronic infection in the hosts (Dubey et al., 1998; Dubey, 2020). The encystment of T. gondii bradyzoites displays strong tropism for the brain and exhibits a distinct propensity for the neurons (Remington and Cavanaugh, 1965; Ferguson and Hutchison, 1987; Koshy et al., 2010, 2020; Melzer et al., 2010; Cabral et al., 2016). Encysted parasites can reside for a prolonged period in the brain and avoid immune-related destruction or clearance (Sullivan and Jeffers, 2012; Jeffers et al., 2018). These cysts intermittently rupture, releasing bradyzoites which can differentiate into invasive tachyzoites (Dubey et al., 1998; Dubey, 2020; Ferguson et al., 1989; Frenkel and Escajadillo, 1987). Chronic infection has been associated with altered cognition and behavior in intermediate hosts (Webster, 2001; Parlog et al., 2015). A well-reported change by T. gondii infection pertains to behavioral alteration in rodents, where chronically infected animals display general loss of innate fear towards felid predators (Berdoy et al., 2000; Vyas et al., 2007; Vyas, 2015). The severity of the behavioral alteration is also shown to correlate with the brain cyst burden (Afonso et al., 2012; Evans et al., 2014; Xiao et al., 2016; Boillat et al., 2020). In humans, much of the attention relating to the pathology of T. gondii infection has also focused on the brain. Compelling evidence over the years has raised awareness of chronic cerebral toxoplasmosis as a possible risk factor for the development of neurological and psychiatric disorders (Fabiani et al., 2015; Severance et al., 2016; Tyebji et al., 2019). Particularly in immunocompromised patients, reactivated cysts cause severe morbidity and mortality (Nissapatorn et al., 2004), prompting efforts to identify remedies that can mitigate cerebral toxoplasmosis.

An ideal drug for cerebral toxoplasmosis should be permeable to the blood-brain barrier and is effective against both the replicating tachyzoites and the quiescent bradyzoites within tissue cysts. Additionally, the drug should exhibit high oral bioavailability and is inexpensive to produce. Currently, the treatment regimen for toxoplasmosis involves the combination of antifolates pyrimethamine and sulfadiazine to inhibit T. gondii growth (Dunay et al., 2018). However, these drugs exhibit side-effects and are poorly tolerated in immunocompromised patients (Dunay et al., 2018; Porter and Sande, 1992; Dannemann et al., 1992; Katlama et al., 1996). The rising cost of pyrimethamine coupled with the need for a prolonged course of treatment also makes the current treatment regimen expensive to patients (McCarthy, 2015). More importantly, the unique pathogenesis of T. gondii presented a challenge for the current therapy; these drugs are only capable of suppressing the tachyzoite stage and are ineffective against the encysted bradyzoites (Dunay et al., 2018; Alday and Doggett, 2017). Thus, the identification of new therapeutic alternatives that are safer, cheaper, and effective against the parasite cysts would greatly improve the care of patients with toxoplasmosis.

In recent years, the identification of natural products derived from plants and herbs with antimicrobial activity has intensified (Farha and Brown, 2016; Gyawali and Ibrahim, 2014). Indeed, multiple studies have demonstrated the potential of natural plant products as an alternative to standard drug therapy against toxoplasmosis (Sepulveda-Arias et al., 2014; Al Nasr et al., 2016; Arab-Mazar et al., 2017; Deng et al., 2019; Adeyemi et al., 2019). The pomegranate fruit is a rich source of ellagitannins, a class of natural polyphenols that are metabolized to urolithins by gut microbiota (Espin et al., 2013). While the bioavailability of ellagitannins is low, urolithins are well-absorbed and can reach wide tissue targets (Espin et al., 2013; Cerdá et al., 2003, 2004; Seeram et al., 2006; Mertens-Talcott et al., 2006). Specifically, urolithin-A (UA) is reported to persist in the blood plasma following the consumption of pomegranate extract (PE) in humans (Mertens-Talcott et al., 2006). Thus, UA is widely regarded as the bioactive molecule underlying the health benefits of pomegranate consumption. More importantly, UA can cross the blood-brain barrier and has been shown to be a powerful neuroprotectant in-vivo against Alzheimer’s and Parkinson’s Disease, ischemic neuronal injury, and brain aging (Gasperotti et al., 2015; Ryu et al., 2016; Yuan et al., 2016; Ahsan et al., 2019; Gong et al., 2019; Andreux et al., 2019; Chen et al., 2019; Kujawska et al., 2020).

Given the compelling evidence supporting the neuroprotective properties of UA against brain disorders, we posit the administration of PE and UA could mitigate cerebral toxoplasmosis. Using the differentiated human neural culture and the murine chronic toxoplasmosis model, we investigated how the administration of PE and its bioactive metabolite UA influence the parasite load in-vitro and in-vivo. More importantly, we looked at how treatment with UA modulates T. gondii cyst development. Since behavioral alternation is associated with the brain cyst burden (Afonso et al., 2012; Evans et al., 2014; Xiao et al., 2016; Boillat et al., 2020), we also examined whether UA could potentially affect the risk perception of infected mice towards predatory cat odor. In summary, supported by the cellular and behavioral evidence from our in-vitro and in-vivo toxoplasmosis models, our study aimed to identify the potential of dietary supplementation with UA-enriched food as a natural remedy for acute and chronic cerebral toxoplasmosis.

2. Materials and methods

2.1. Ethics statements

All animal procedures were carried out in strict accordance with the guidelines from the National Advisory Committee for Laboratory Animal Research (NACLAR). The protocol was approved by the Institutional Animal Care and Use Committee (IACUC) at Nanyang Technological University, Singapore (# A19046).

2.2. Culturing and differentiation of human ReNcell VM neural progenitor cells

The immortalized human ReNcell VM (Ventral Mesencephalon) neural progenitor cells (EMD Millipore) were cultured on 20 ​μg/ml laminin-coated plates (Corning), in Dulbecco’s Modified Eagle Medium (DMEM): Nutrient Mixture F12 (DMEM/F12) media (Life Technologies) supplemented with 2% (v/v) B27 neural supplement (Life Technologies), 2 ​μg/ml heparin (StemCell Technologies), 20 ​μg/ml human Epidermal Growth Factor (EGF; Sigma), 20 ​μg/ml human Fibroblast Growth Factor-basic (bFGF; Life Technologies), and 100 units/ml penicillin-streptomycin solution (GE Hyclone). The culture media was changed every 3 days until the cells were confluent and ready for subculturing. Differentiation of the neural progenitor cells was initiated by replacing the culture media with DMEM/F12 supplemented with 2% (v/v) B27 neural supplement, 2 ​μg/ml heparin, and 100 units/ml penicillin-streptomycin solution without the growth factors EGF and bFGF. The differentiation media was changed every 3 days for 3–4 weeks. All cells were grown in 5% CO2 at 37 ​°C.

2.3. Toxoplasma strains and maintenance

Wild-type type II Prugniaud (Pru) and transgenic Green Fluorescent Protein (GFP)-expressing Pru T. gondii strains (Vyas et al., 2007) were maintained by serial passage on monolayers of Human Foreskin Fibroblast (HFF) (ATCC) cultured in DMEM (Life Technologies) supplemented with 10% (v/v) Fetal Bovine Serum (FBS) (GE Hyclone) and 100 units/ml penicillin-streptomycin solution. Briefly, adherent T. gondii-infected HFF monolayers were trypsinized (0.25% trypsin; ThermoFisher Scientific) and lysed by passing through a 25-G needle for 10 times to release the intracellular parasites. Parasite count was determined with the hemocytometer. Cells and parasites were grown in 5% CO2 at 37 ​°C.

2.4. Preparation of urolithin-A and pomegranate extract

For the treatment of differentiated ReNcell, UA (Tocris Bioscience) and Pomella® PE (Verdure Sciences) were dissolved in Dimethyl Sulfoxide (DMSO) to yield a stock concentration of 10 ​mM and 5 ​mg/ml respectively. Final working concentrations of UA (50 ​μM and 100 ​μM) and PE (300 ​μg/ml) were reconstituted by diluting the stocks in the differentiation media. For intraperitoneal injection in mice, 50 ​mg of UA was first dissolved in DMSO and then further diluted in 1x Phosphate-Buffered Saline (PBS) (Sigma). Each animal was administered 30 ​μg UA in 100 ​μl of 1x PBS. For both in-vitro and in-vivo work, the equivalent volume of DMSO was used as vehicle control.

2.5. T. gondii infection and treatments in differentiated ReNcell cells

Differentiated ReNcell were infected with wild-type (for cell viability assays) or GFP-Pru (for parasite and cyst burden assays) T. gondii strain at Multiplicity of Infection (MOI) 1 for 24 ​h. To examine the effects of PE or UA on the intracellular parasites, the differentiation media was replaced with new media containing the respective concentration of UA, PE, or the equivalent volume of DMSO post-infection for another 24 ​h.

2.6. Imaging total T. gondii burden in differentiated ReNcell cells

48 ​h post-infection and treatment, infected cells on coverslips were fixed with 4% paraformaldehyde (PFA) (Sigma) at 37 ​°C for 20 ​min. The coverslips were mounted onto a glass slide with ProLong Gold Antifade Mountant containing DAPI (4’, 6-diamidino-2-phenylindole; Life Technologies). Cells were immediately imaged with the Zeiss Z1 Axio Observer inverted fluorescence microscope (Zeiss) using the 40x objective lens with a 1.2x digital magnification. 10 random fields per coverslip were imaged and the same acquisition parameters were applied to all treatment groups for a fair comparison. Image J program was used to quantify the total parasite burden using fluorescence emanating from GFP transgene inserted within the parasite. A consistent threshold value was applied across all images and the total area of the GFP signals was normalized to the total number of DAPI nuclei.

2.7. RNA extraction, reverse transcription, and quantitative real-time PCR (qPCR)

RNA was extracted using the RNeasy Mini Kit (Qiagen) followed by DNase treatment with RQ1 RNase-Free DNase (Promega). 2 ​μg of isolated RNA was reverse transcribed using M-MLV Reverse Transcriptase (Promega) and amplified with GoTaq Flexi DNA Polymerase (Promega) for PCR-agarose gel analysis. qPCR was performed using the SYBR Select Master Mix (Life Technologies). All steps were performed according to the manufacturer’s protocols.

The following primers were used for PCR: SAG1 forward 5′- GGCTGTAACATTGAGCTCCTTGATTCCTGAAGCAGAAGATAGC-3’; SAG1 reverse 5′-GCGTCATTATTGGATGCACAGGGGGATCGCCTGAGAAGCATCAC-3’; β-actin forward 5′-CCAGAGGCGTACAGGGATAG-3’; β-actin reverse 5′-CCAACCGCGAGAAGATGA-3’. The following primers were used for qPCR: SAG1 forward 5′-TTAAGTGAGAACCCGTGGCAG-3’; SAG1 reverse 5′-GCTTTTTGACTCGGCTGGAA-3’; GAPDH forward 5′-GACCACAGTCCATGCCATCACTGCC-3’; GAPDH reverse 5′-GCCTGCTTCACCACCTTCTTGATG-3’.

2.8. Cell viability: neurite outgrowth staining assay and MTS assay

In-vitro cytotoxicity of T. gondii-infected cells post-treatment was determined with the neurite outgrowth staining kit (Life Technologies) and MTS assay (Sigma) according to the manufacturer’s protocols. Briefly, cells were washed with 1x PBS. For the neurite outgrowth staining kit, 1x Cell Viability Indicator and 1x Cell Membrane Stain were reconstituted in 1x PBS containing Ca2+ and Mg2+ (Life Technologies) and added to each well. The cells were incubated with the stain solution at 37 ​°C for 20 ​min. Following this, the stain solution was removed, and the cells were rinsed with 1x PBS. 1x Background Suppression Dye reconstituted in 1x PBS containing Ca2+ and Mg2+ was added to each well, and the cells were immediately imaged with the Zeiss Z1 Axio Observer inverted fluorescence microscope using the 10x objective lens with a 1.2x digital magnification. The FITC filter set was used for imaging the Cell Viability Indicator (green) and the TRITC filter set was used for the Cell Membrane Stain (Red). 6–8 random fields per well were imaged and the same acquisition parameters were applied to all treatment groups. Cell viability was expressed as the ratio of the green to the red signal area, which indicates the proportion of viable cells (green) over the total cell population (red). Image J was used to quantify the green and red signal areas as described earlier. For the MTS assay, MTS reagent at 1:10 dilution was concocted in 1x PBS containing Ca2+ and Mg2+ and added to each well. The cells were incubated with the MTS reagent at 37 ​°C for 4 ​h. The absorbance (Abs) was immediately measured with the Tecan Infinite M200 Pro spectrophotometer (Tecan) at OD ​= ​490 ​nm. Triplicates were performed for each treatment condition and the average Abs value was calculated. The final Abs value used for tabulation of cell viability takes into account the average reading from the control wells without the MTS reagent (cell viability ​= ​Abs treatment – Abs control).

2.9. T. gondii infection and UA injection in mice

7-weeks old BALB/cJInv female mice (InVivos Pte Ltd) were acclimatized to the vivarium (12:12 light-dark cycle, lights on at 07:00 ​h) for 1 week before the start of intraperitoneal injections. On the first day, all animals were infected with 200 freshly syringe-released GFP-Pru T. gondii reconstituted in 100 ​μl 1x PBS. 2-days post-infection, each animal was injected daily with either 30 ​μg freshly reconstituted UA or equivalent volume of DMSO in 100 ​μl 1x PBS up till 5 weeks. Food and water were available ad libitum throughout the experiment.

2.10. Bobcat urine aversion assay

The response to bobcat urine was assessed 5-weeks post-injection, using a previously published experimental paradigm (Boillat et al., 2020). The behavioral runs were conducted in a rectangular arena divided into two opposing and identical bisects. Mice were habituated once a day for 3 consecutive days and tested on the 4th day. For habituation, the mice were individually placed in the arena and allowed to explore for 15 ​min. On the test day, a petri dish containing beddings from the homecage was placed at one end of the arena and the animal was allowed to explore for 5 ​min (pre-exposure phase). The animal was then confined to the bisect containing the homecage beddings by placing a temporary insert in the middle of the arena. A small piece of paper towel spotted with 1 ​mL of pure bobcat urine (Maine Outdoor Solutions) was clipped onto the wall of the opposite bisect. The temporary insert was removed, and the behavior of the animal was recorded for 10 ​min (exposure phase). All behaviors were analyzed by the experimenter and an observer blind to the conditions. The time spent in each bisect was quantified and the aversion index was calculated as followed: Time bobcat urine bisect/Time homecage beddings bisect.

2.11. In-vitro and in-vivo cyst burden

To determine the cyst size in-vitro, infected cells on coverslips were fixed with 4% PFA for 20 ​min and blocked for 1 ​h (recipe for blocking buffer: 1x PBS containing 5% (w/v) Bovine Serum Albumin (BSA) (Sigma) with 0.5% (v/v) Triton X-100 (Sigma)). Subsequently, the cells were incubated with biotinylated anti-Dolichos biflorus agglutinin (DBA) at 1:250 dilution (Vector Laboratories) in the blocking buffer for 3 ​h. The cells were washed in 1x PBS and incubated with the blocking buffer containing Alexa Fluor 555 streptavidin secondary antibody (1:1000 dilution; Life Technologies) for 1 ​h. The cells were washed with 1x PBS and the coverslips were mounted onto a glass slide with DAPI. The entire process was performed at room temperature.

To determine the cyst burden in-vivo, the mice were immediately sacrificed upon completion of the bobcat urine aversion assay. The brains were collected and snap-frozen. Approximately half the brain (cut at the sagittal plane) was homogenized in 2 ​ml 1x PBS by pressing through a 100 ​μm-pore nylon cell strainer (Sigma) using the plunger of a 5 ​ml syringe. 2 ​ml of the 1x lysis buffer concoction in 1x PBS (recipe for 5x lysis buffer: 10 ​mM Tris, 1 ​mM EDTA, 0.2% (w/v) SDS, and 10 ​mM NaCl, top up with distilled water, pH adjusted to 8.0)) supplemented with 0.008 units/ml proteinase K (ThermoFisher Scientific) was added to the flow-through (brain homogenate) and incubated at 56 ​°C for 15 ​min. The sample was pelleted and resuspended in 1 ​ml blocking buffer. Biotinylated anti-DBA at 1:250 dilution was incubated with the brain homogenate at room temperature on a mechanical wheel for 3 ​h. The sample was then pelleted, washed with 1x PBS, and resuspended in 1 ​ml blocking buffer containing Alexa Fluor 555 streptavidin secondary antibody (1:1000 dilution). The sample was incubated at room temperature on a mechanical wheel in the dark for 1 ​h, pelleted, washed with 1x PBS, and pelleted again. All centrifugation/pelleting steps were conducted at room temperature, 1,250 g for 15 ​min. The pellet containing the stained cysts was resuspended in 200 ​μl 1x PBS and a 50 ​μl aliquot was smeared onto a glass slide (giving a total of 4 smeared slides). A glass slip was layered on top of the smear and the slides were dried.

The slides were scanned for cysts using the Zeiss Z1 Axio Observer inverted fluorescence microscope using the 10x objective lens with a 1.2x digital magnification. For the in-vitro cyst burden, the number of cysts counted was normalized to the total nuclei count. For the in-vivo smear slides, the number of cysts counted across the 4 smears was normalized against the weight of the half brain. To quantify the size of the cysts, cyst images were acquired using the 40x objective lens at 1.2x digital magnification. Image J program was used to highlight the cyst and the diameter was determined.

2.12. Statistical analyses

All statistical analyses were performed using GraphPad Prism 5 (GraphPad Software, Inc.). Statistical tests for any given set of data were described in the figure legends. In brief, for direct comparison between a single treatment group against the DMSO control, a two-tailed t-test was used. For comparison between multiple treatment groups, Kruskal-Wallis test, one-way ANOVA followed by Dunnett’s multiple comparisons test, or one-way ANOVA followed by Tukey’s multiple comparison test was used. Results are always presented as mean ​± ​S.E.M. Significance are ∗p ​≤ ​0.05, ∗∗p ​≤ ​0.001, ∗∗∗p ​≤ ​0.0001. The details of all statistical analyses can be found in Table S1.

3. Results

3.1. In-vitro T. gondii replication and spontaneous cyst formation in differentiated neural cells

To model and examine neurotoxoplasmosis in-vitro, we differentiated the human neural progenitor ReNcell VM cells, a neural stem cell line derived from the ventral mesencephalic region of the developing brain, and infected the cells with GFP-Pru T. gondii. As previously reported (Hoffrogge et al., 2006; Donato et al., 2007; Choi et al., 2014), ReNcell progenitors differentiate into neuronal and glial cells within 3 weeks upon withdrawal of growth factors. Live imaging revealed morphological changes to the neural culture upon 4-weeks differentiation (Fig. 1a). qPCR showed a robust increase in neuronal (MAP2, NCAM1, TUBB3) and glial (GFAP, S100β, EAAT1) markers (Fig. 1b), and immunostaining with MAP2, β-III tubulin and GFAP (Fig. 1c) confirmed the protein expression. Next, differentiated ReNcell were infected with T. gondii at MOI 1 for 6, 24, and 48 ​h. Examination of the GFP-positive (+) T. gondii revealed an increase in parasite load over the course of the infection (Fig. 1d). To investigate whether infection of differentiated ReNcell could recapitulate T. gondii tachyzoite and cyst stage, we checked for the expression of tachyzoite-specific surface protein SAG1 and stained for the glycosylated cyst wall using anti-DBA. The expression of SAG1 was consistently observed across the infection period (Fig. 1e, top). Similarly, DBA ​+ ​structures were also detected in the infected cells (Fig. 1e, bottom). However, the proportion DBA ​+ ​cells were significantly higher with 48 ​h infection, with ~3.6% of the cells harboring cyst structures (F ​= ​27.78, R2 ​= ​0.8347, p ​< ​0.0001; Fig. 1e, bottom). Qualitative analysis of these structures revealed cyst size ~13.30 ​± ​0.41 ​μm in diameter (Fig. 1f). Together, our observations highlight the feasibility of T. gondii-infected differentiated ReNcell neural cells as an in-vitro neurotoxoplasmosis model to examine tachyzoite proliferation and cyst development. We also attempted to further prolong the infection in the hope of capturing higher in-vitro cyst load in the differentiated ReNcell. However, heavily infected neural culture was observed to lyse by 56 ​h post-infection. Hence, subsequent in-vitro experiments were conducted using the 48 ​h infection paradigm, the optimal duration which allows for the investigation of parasite replication and cyst formation without causing significant cytotoxicity to the host cells (Supplementary Fig. S1).

Fig. 1.

Fig. 1

T. gondii proliferation and cystdevelopment in differentiated ReNcell neural cells. (a–c) Differentiation of human ReNcell VM neural progenitors upon removal of growth factors for 4 weeks. (a) Bright-field images of undifferentiated and differentiated ReNcell. (b) qPCR analysis of neuronal and glial cell markers in differentiated ReNcell. mRNA levels for each gene were normalized against β-actin and calculated as fold change against the undifferentiated control cells (n ​= ​4–6). (c) Immunofluorescence images of MAP2, β-III tubulin, and GFAP in differentiated ReNcell. (d–f) 3-weeks differentiated ReNcell were infected with GFP-Pru T. gondii at MOI 1 for 6, 24, and 48 ​h. (d) Fluorescence images of GFP ​+ ​T. gondii signals. (e) PCR for gene expression of SAG1 (top) and percentage of cells with DBA ​+ ​structure (bottom). 100–600 ​cells per experimental set (n ​= ​6) were analyzed for the presence of DBA structure. (f) Representative images of 4 selected cells stained positive for DBA (top) and the diameter of DBA ​+ ​structures (bottom) at 48 ​h infection. A total of 84 DBA ​+ ​structures (one dot represents one structure) identified across 6 experimental sets (n ​= ​6) were analyzed. The horizontal line represents the average diameter. Nuclei were stained with DAPI. All values are mean ​± ​S.E.M. One-way ANOVA with Tukey’s multiple comparison test was performed. Differences against 48 ​h are significant for ∗∗∗p ​≤ ​0.0001. Scale bars: 10 ​μm (Fig. f), 20 ​μm (Fig. d), or 40 ​μm (Fig. c).

3.2. Pomegranate extract reduces parasite burden and cyst formation in-vitro

There is growing evidence supporting anti-T. gondii activity in natural polyphenols derived from plants (Sepulveda-Arias et al., 2014; Al Nasr et al., 2016; Arab-Mazar et al., 2017; Deng et al., 2019; Adeyemi et al., 2019). Hence, we were interested to investigate if PE, a polyphenols-enriched mixture, can target tachyzoite growth and cyst formation in-vitro. Differentiated ReNcell were first infected with GFP-Pru T. gondii for 24 ​h. To examine whether PE is active against intracellular parasites, 300 ​μg/ml PE or DMSO vehicle control was added to the infected cells post-infection for 24 ​h. Examination of the GFP ​+ ​T. gondii revealed a significant reduction in the total parasite load by ~3 folds in PE-treated cells when compared to the DMSO control cells (t(3) ​= ​39.63, p ​< ​0.0001; Fig. 2a). When we looked into the specific T. gondii developmental stages, qPCR of the SAG1 gene showed that PE significantly reduced the SAG1 mRNA levels by ~4.2 folds (t(3) ​= ​12.58, p ​= ​0.0011; Fig. 2b). Examination of the DBA ​+ ​structures also revealed a significant reduction in the percentage of DBA ​+ ​cells from ~2.9% to 0.3% with PE treatment (t(3) ​= ​10.67, p ​= ​0.0018; Fig. 2c). Together, these results demonstrate that PE targets T. gondii tachyzoite and bradyzoite forms to inhibit parasite growth and cyst formation in differentiated neural cells.

Fig. 2.

Fig. 2

Pomegranate extract reduces T. gondii tachyzoiteand cystformation in differentiated neural cells. 3-weeks differentiated neural cells were infected with GFP-Pru T. gondii at MOI 1 for 24 ​h followed by treatment with vehicle control DMSO or 300 ​μg/ml PE for 24 ​h. (a) Fluorescence images (left) and quantification (right) of GFP ​+ ​T. gondii signals, calculated as fold change against DMSO control. 150–300 ​cells in each treatment group per experimental set (n ​= ​4) were analyzed for the GFP signals. (b) qPCR for SAG1 mRNA levels. mRNA levels were normalized against GAPDH and calculated as fold change against the DMSO control cells (n ​= ​4). (c) Immunofluorescence images (left) and quantification (right) of percentage DBA ​+ ​cells. White arrows indicate DBA ​+ ​structures. 250–500 ​cells in each treatment group per experimental set (n ​= ​4) were analyzed for the presence of DBA structure. Nuclei were stained with DAPI. All values are mean ​± ​S.E.M. Two-tailed paired t-test with a 95% confidence interval was performed. Differences against DMSO control are significant for ∗∗p ​≤ ​0.001 and ∗∗∗p ​≤ ​0.0001. Scale bars: 40 ​μm (Fig. a) or 50 ​μm (Fig. c).

3.3. Urolithin-A reduces tachyzoite load and perturbs cyst formation in-vitro

UA is a gut microbiome-derived metabolite of ellagitannins, a class of bioactive polyphenols highly enriched in pomegranate (Espin et al., 2013). While ellagitannins have low bioavailability, the metabolite UA can persist in the blood plasma and possess the ability to cross the blood-brain barrier (Espin et al., 2013; Cerdá et al., 2003, 2004; Seeram et al., 2006; Mertens-Talcott et al., 2006; Gasperotti et al., 2015; Yuan et al., 2016). With the earlier findings (Fig. 2), we were interested to investigate whether UA is the bioactive compound underlying the in-vitro protective effect of PE against neurotoxoplasmosis. Differentiated ReNcell were first infected with GFP-Pru T. gondii for 24 ​h followed by treatment with PE, 50 ​μM or 100 ​μM UA for another 24 ​h. Consistent with earlier finding (Fig. 2a), PE treatment reduced the total GFP ​+ ​T. gondii load as compared to the DMSO control cells (F(3,12) ​= ​38.81, p ​< ​0.0001; Fig. 3a). Likewise, treatment with 50 ​μM or 100 ​μM UA significantly lowered the parasite burden by ~1.8 and 2.7 folds respectively compared to the DMSO control (F(3,12) ​= ​38.81, p ​< ​0.0001; Fig. 3a). qPCR analysis of SAG1 revealed a trend consistent with the total parasite load, where treatment with PE or UA reduced the SAG1 mRNA levels in T. gondii-infected differentiated neural cells (F(3,20) ​= ​13.66, p ​< ​0.0001; Fig. 3b). Next, we assessed if UA also inhibits cyst formation. Examination of the percentage of DBA ​+ ​cells revealed a moderate reduction in the cells containing cyst with UA treatment, especially at 100 ​μM concentration (Kruskal-Wallis statistic ​= ​5.956, p ​= ​0.0509; Fig. 3c). However, qualitative analysis of the DBA ​+ ​structures showed that 50 ​μM and 100 ​μM UA treatment led to the appearance of smaller cysts with an average diameter of ~5.15 ​± ​0.18 ​μm and 9.44 ​± ​0.23 ​μm respectively as compared to ~14.04 ​± ​0.42 ​μm in DMSO control cells (F(2,203) ​= ​132.7, p ​< ​0.0001; Fig. 3d). Together, our findings highlight UA as a potent anti-T. gondii compound that attenuates tachyzoite growth and cyst development in differentiated neural cells. In addition, we postulate that UA is the bioactive compound in PE that may in part, contribute to the biological activity of PE against toxoplasmosis.

Fig. 3.

Fig. 3

Urolithin-A reduces T. gondii tachyzoiteload and leads to the formation of smaller cysts in differentiated neural cells. 3-weeks differentiated neural cells were infected with GFP-Pru T. gondii at MOI 1 for 24 ​h followed by treatment with vehicle control DMSO, 300 ​μg/ml PE, 50 ​μM or 100 ​μM UA for 24 ​h. (a) Fluorescence images (top) and quantification (bottom) of GFP ​+ ​T. gondii signals, calculated as fold change against DMSO control. 150–300 ​cells in each treatment group per experimental set (n ​= ​4) were analyzed for the GFP signals. (b) qPCR for SAG1 mRNA levels. mRNA levels were normalized against GAPDH and calculated as fold change against the DMSO control (n ​= ​3–9). (c) Immunofluorescence images (left) and quantification (right) of percentage DBA ​+ ​cells. White arrows indicate DBA ​+ ​structures. 250–450 ​cells in each treatment group per experimental set (n ​= ​3) were analyzed for the presence of DBA structure. (d) Representative images of 2 selected DBA ​+ ​infected cells in each treatment group (left) and diameter (right) of the DBA ​+ ​structures. A total of 99 (DMSO), 45 (50 ​μM UA) and 62 (100 ​μM UA) DBA ​+ ​structures (one dot represents one structure) identified across 3 experimental sets (n ​= ​3) were analyzed. The horizontal line represents the average diameter. Nuclei were stained with DAPI. All values are mean ​± ​S.E.M. One-way ANOVA with Dunnett’s multiple comparisons test (DMSO set as the control) or Kruskal-Wallis test was performed. Differences against DMSO are significant for ∗∗p ​≤ ​0.001 and ∗∗∗p ​≤ ​0.0001. Scale bars: 10 ​μm (Fig. d), 40 ​μm (Fig. a) or 100 ​μm (Fig. c).

3.4. Pomegranate extract and urolithin-A do not cause cytotoxicity in-vitro

T. gondii is an obligate intracellular parasite that requires the host cell for survival (Blader et al., 2015). Consequently, the death of the host cells also reduces T. gondii viability. It is important that a remedy against neurotoxoplasmosis can negate parasite burden without compromising neuronal health. To this end, we investigated if PE and UA reduced T. gondii load in differentiated neural cells (Fig. 2, Fig. 3) as a consequence of cytotoxicity to the host cells. Cell viability of the infected cells treated with PE or UA was measured using the neurite outgrowth staining kit and MTS assay. The neurite outgrowth staining kit allows for visualization of viable cells (green) and the total cell population (red) to provide an indication of the cell viability (green: red ratio). Examination of the green to red signal ratio revealed that PE and UA did not significantly alter the viability of the infected neural cells as compared to the DMSO control (F(3,12) ​= ​0.9214, p ​= ​0.46; Fig. 4a). This finding was consistent with the observations from the MTS assay, where PE and UA did not induce significant changes to the cell viability (F(3,16) ​= ​0.9368, p ​= ​0.9368; Fig. 4b). Together, these results highlight that the reduction in parasite burden by PE and UA was not due to cytotoxicity to the host cells.

Fig. 4.

Fig. 4

Pomegranate extract and urolithin-A do not induce cell death. 3-weeks differentiated neural cells were infected with Pru T. gondii at MOI 1 for 24 ​h followed by treatment with vehicle control DMSO, 300 ​μg/ml PE, 50 ​μM or 100 ​μM UA for 24 ​h. (a) Neurite outgrowth staining kit to assess cell viability. Fluorescence images (top) and quantification (bottom) of green (viable cells) to red (total cells) signal ratio (n ​= ​4). (b) MTS assay to quantify cell viability. The graphs were plotted as fold change against DMSO control (n ​= ​5). All values are mean ​± ​S.E.M. One-way ANOVA with Dunnett’s multiple comparisons test (DMSO set as the control) was performed. Scale bar: 100 ​μm. (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)

3.5. Urolithin-A inhibits cyst formation in-vivo and alters the innate response of infected mice towards predatory cat odor

With the earlier observations supporting the neuroprotective role of UA against T. gondii tachyzoite growth and more importantly, the formation of cysts in differentiated neural culture in-vitro (Fig. 3), we investigated if UA could similarly attenuate neurotoxoplasmosis in-vivo. To concurrently examine both the tachyzoite and cyst load, mice were first intraperitoneally injected with the GFP-Pru T. gondii (Fig. 5a). 2-days post-infection, the animals were administered with either 30 ​μg UA or an equivalent volume of DMSO daily (Fig. 5a). To attain chronic infection and evaluate cyst formation, the mice were sacrificed 39-days (~5.5 weeks) post-infection (Fig. 5a). The brains were harvested and examined for the tachyzoite and cyst load. First, we observed that 40% of the infected DMSO control mice succumbed to acute infection and died 10-days post-infection, whereas UA-injected mice survived through the experimental duration (Supplementary Fig. S2a). This suggests moderate protection by UA against lethal acute infection. Next, we examined the tachyzoite load in the brains of the infected mice that survived until the end of the experiment. Interestingly, negligible SAG1 expression was detected in both the DMSO and UA-injected mice (Supplementary Fig. S2b). We postulate that at the stage of chronic infection, T. gondii may have encysted, resulting in low tachyzoite form in the brain. Lastly, we assessed the cyst load in the brains of the chronically infected animals. Quantification of the DBA ​+ ​structures revealed only a mild reduction in the cyst count in the UA-injected mice compared to the control mice (t(8) ​= ​1.174, p ​= ​0.2743; Fig. 5c). However, qualitative analysis of the cyst size showed that UA mice have significantly smaller cyst diameter than the DMSO mice (t(250) ​= ​3.167, p ​= ​0.0017; Fig. 5b and 5d). This observation on cyst size was consistent with the in-vitro findings (Fig. 3d), demonstrating that UA interferes with cyst formation.

Fig. 5.

Fig. 5

Urolithin-A reduces brain cystsize and alters the innate response of infected mice towards cat odor. (a) Timepoints for the in-vivo workflow. (b) 8 representative images of brain cysts observed in infected mice administered with 30 ​μg UA or equivalent volume of DMSO. (c) Quantification of cyst count per gram of brain homogenate tabulated from 4 DMSO and 6 UA mice. The line inside the box represents the median and the cross (x) indicates the average. (d) Analysis of the diameter of cysts in the brains of infected animals. A total of 175 and 77 cysts were analyzed, tabulated from 4 DMSO and 6 UA mice, respectively. Each dot represents one cyst. The horizontal line represents the average diameter of the cysts. (e) Bobcat urine aversion assay behavioral paradigm. (f–g) Time spent in the left bisect (left) and the aversion index (right) during the pre-exposure and exposure phase. The aversion index is tabulated as timeleft/timeright. The line inside the box represents the median and the cross (x) indicates the average. All values are mean ​± ​S.E.M. Unpaired two-tailed t-test with a 95% confidence interval was performed. Differences against DMSO control are significant for ∗p ​≤ ​0.05 and ∗∗p ​≤ ​0.001. Scale bar: 20 ​μm.

One of the most widely regarded effect of T. gondii on rodent behavior is the unusual attraction to cat odor in chronically infected animals (Berdoy et al., 2000; Vyas et al., 2007). Notably, this behavioral manipulation appears to correlate with the severity of the cyst burden in the brain (Afonso et al., 2012; Evans et al., 2014; Xiao et al., 2016; Boillat et al., 2020). With the earlier findings demonstrating the inhibitory effect of UA on cyst formation in-vitro and in-vivo (Fig. 3, Fig. 5d), we evaluated whether UA administration could alter the response of infected mice towards cat odor. To this end, we conducted the bobcat urine aversion assay modified from the paradigm reported earlier (Boillat et al., 2020). This assay was conducted using the same batch of chronically infected mice assessed for cyst burden, 4-days before sacrificing them (Fig. 5a). In this behavioral paradigm, the mice were habituated for 3 days and on the 4th day (testing day), a dish containing beddings from the homecage was placed in one end of the arena. During the pre-exposure phase, the mice explored the arena freely for 5 ​min (Fig. 5e, left). The animals were then confined to the bisect with the homecage beddings and the bobcat urine was introduced to the opposite bisect (Fig. 5e, right). The time spent in the homecage beddings bisect and the bobcat urine bisect during the 10 ​min “exposure phase” were recorded (Fig. 5e). During the pre-exposure stage, no difference in the time spent in the empty bisect was observed between the DMSO and UA-injected mice (Left: t(8) ​= ​0.2658, p ​= ​0.7971; Right: t(8) ​= ​0.3041, p ​= ​0.7688; Fig. 5f). However, upon introduction of the bobcat urine, UA-injected mice were less willing to leave the bisect containing their odor and spent less time in the cat odor bisect as compared to the DMSO control mice (Left: t(8) ​= ​2.901, p ​= ​0.0199; Right: t(8) ​= ​2.633, p ​= ​0.03; Fig. 5g). Since reduced aversion towards cat odor in chronically infected mice is known to correlate with the severity of the brain cyst load (Afonso et al., 2012; Evans et al., 2014; Xiao et al., 2016; Boillat et al., 2020), the altered innate response observed in the UA-injected mice provided additional evidence to support the reduced brain cyst burden in these animals (Fig. 5d).

4. Discussion

Toxoplasmosis continues to be a health threat to the world’s population (Furtado et al., 2011). However, current drug regimens exhibit significant toxicity and are ineffective against the bradyzoite tissue cysts, counteracting efforts to fully eradicate the infection in patients (Dunay et al., 2018). Here, we demonstrate that PE and the metabolite UA negate neurotoxoplasmosis in-vitro by reducing tachyzoite load and inhibiting cyst formation. Additionally, this reduction in parasite burden is not a consequence of host cell cytotoxicity. Attenuation of proper cyst development by UA is also recapitulated in-vivo, where UA results in the formation of smaller brain cysts in the infected mice. Consequently, these animals displayed altered innate fear response towards cat odor. Together, our findings highlight the potential of dietary supplementation with functional foods enriched with UA as a natural remedy for acute and chronic toxoplasmosis. Additionally, our study supports the classical paradigm of host behavior manipulation by T. gondii in chronically infected rodents (Afonso et al., 2012; Evans et al., 2014; Xiao et al., 2016; Boillat et al., 2020), where the reduction in cyst burden observed with UA administration coincides with enhanced perceived risk towards predatory odors.

Physiologically active ingredients from plants and herbs are increasingly being recognized as sources of new drugs for the treatment of various human diseases, including toxoplasmosis (Sepulveda-Arias et al., 2014; Al Nasr et al., 2016; Arab-Mazar et al., 2017; Deng et al., 2019; Adeyemi et al., 2019). Compelling evidence over the years demonstrates the therapeutic effects of plant extracts against T. gondii in-vitro and in-vivo (Sepulveda-Arias et al., 2014; Al Nasr et al., 2016; Arab-Mazar et al., 2017; Deng et al., 2019; Adeyemi et al., 2019). Pomegranate fruit is widely regarded as a functional food that provides health benefits beyond basic nutrition (Johanningsmeier and Harris, 2011). Notably, UA, a gut microbiome-derived metabolite produced following pomegranate intake, is shown to be the bioactive molecule underlying the health benefits of pomegranate consumption (Espin et al., 2013). Here, our study provided evidence supporting dietary supplementation with PE or other UA-enriched food as a natural therapeutic alternative for neurotoxoplasmosis. Moreover, compared to the current standardized regimen of pyrimethamine and sulfonamides, PE and UA do not elicit in-vitro cytotoxicity.

Two other important factors need to be considered to ascertain the protective efficacy of dietary polyphenols against cerebral toxoplasmosis: the oral bioavailability and blood-brain barrier permeability. Polyphenols in diets are subjected to extensive metabolism in the gut; whether these natural products can persist in the enterohepatic circulation to reach therapeutic concentration in the brain is still regarded with some reservations (Figueira et al., 2017; Teng and Chen, 2019). Apropos, gut-derived urolithins are shown to persist at high concentration in the bloodstream following pomegranate juice intake in human subjects and are blood-brain barrier permeable (Mertens-Talcott et al., 2006; Gasperotti et al., 2015; Yuan et al., 2016). These properties support UA as a physiologically relevant in-vivo compound to target toxoplasmosis in the brain. Nonetheless, additional optimization is needed to derive formulations that can achieve sustained concentration in the brain.

T. gondii disseminates as fast replicating tachyzoites to cause acute infection followed by differentiation into bradyzoites to form quiescent cysts that underlie human chronic infection (Dubey et al., 1998; Dubey, 2020). These cysts can be reactivated, releasing parasites that can convert into invasive tachyzoites to cause serious morbidity and mortality in immunocompromised patients (Frenkel and Escajadillo, 1987; Nissapatorn et al., 2004). However, the current first-line drugs can only suppress the replication of tachyzoites and are ineffective against the bradyzoite stage. Emerging studies have identified several natural compounds that can negate the brain cyst burden in murine toxoplasmosis (Dahbi et al., 2010; Schultz et al., 2014; Doggett et al., 2012; Bottari et al., 2015a, 2015b, 2016; Eraky et al., 2016; Azami et al., 2018; Spalenka et al., 2020). Here, our study identifies UA as a novel compound that can interfere with cyst formation in-vitro and in-vivo. Although the treatment paradigm used in our study was not sufficient to completely eradicate cyst burden, UA suppressed the formation and led to the appearance of smaller cysts. It should be noted, however, that the reduction in tachyzoite load by UA might have caused a prophylactic effect and hence, the downstream propensity of the parasites to form cysts in our murine infection model. Apropos, in-vivo experiments involving UA administration only at the chronic infection phase will more accurately delineate the effect of PE on the cyst burden independently of the tachyzoite load.

Several targets have been proposed to underlie the anti-T. gondii activity of plant-derived natural products. These include interference of the parasite DNA synthesis, RNA degradation, mitochondrial function, lipid metabolism, glyoxalase pathway, calcium homeostasis, cytoskeleton integrity, and locomotion (Doggett et al., 2012; Nagamune et al., 2007; De Pablos et al., 2010; Goo et al., 2015; Alday et al., 2017; Si et al., 2018; McConnell et al., 2018; Luan et al., 2019; Leesombun et al., 2020; Deng et al., 2020). Pro-oxidant effect to induce oxidative stress and DNA damage in the parasite has also been suggested (Gopalakrishnan and Kumar, 2015; Adeyemi et al., 2020). In addition to direct parasiticidal activity, modulation of host intracellular responses by natural phenolic compounds to cope with the infection have also been proposed (Ietta et al., 2017; Lee et al., 2020). Notably, the upregulation of host autophagy pathway is reported to inhibit T. gondii growth (Lee et al., 2020). Interestingly, the induction of T. gondii intrinsic autophagy activity has also been shown to interfere with tachyzoite to bradyzoite transformation (Li et al., 2016). PE and UA are known to harbor autophagy-inducing activity (Ryu et al., 2016; Tan et al., 2019). Indeed, this property underlies the neuroprotective effect of UA against ischemic neuronal injury and neuroinflammation in-vivo (Ahsan et al., 2019; Velagapudi et al., 2019). While our study did not delineate the mechanism underlying the anti-T. gondii effect of PE and UA on tachyzoite growth and cyst formation, it is possible that the autophagy-inducing property might in part, contribute to the attenuation of parasite burden observed in this study. Nevertheless, more studies are essential to critically decipher the mechanism underlying PE and UA actions on T. gondii infection.

Infection by T. gondii can alter the behavior of the intermediate hosts. Notably, infected rodents exhibit a reduced aversion to felid predators, possibly to increase predation and reproductive fitness of the parasites (Berdoy et al., 2000; Vyas et al., 2007; Vyas, 2015). Studies have reported that the altered fear response is associated with the neuroendocrine axis and the brain cyst burden (Afonso et al., 2012; Evans et al., 2014; Xiao et al., 2016; Boillat et al., 2020; Tong et al., 2019). More recently, neuroinflammation is shown to tightly correlate with the cyst load and both factors contribute to the severity of the behavioral alteration (Boillat et al., 2020). Here, our study demonstrates that the smaller cyst structures observed with UA administration coincide with an increased perceived risk of the infected mice towards cat odor. Hence, we postulate that the altered behavior is due to the reduction in brain cyst burden in the UA-injected mice. However, it is also important to examine the effect of UA on uninfected animals to exclude the possibility that the behavioral change is due to UA exclusively independent of T. gondii infection. Additionally, it should be noted that UA harbors anti-neuroinflammatory properties (Gong et al., 2019; Xu et al., 2018; DaSilva et al., 2019; Lee et al., 2019). Whether this anti-inflammatory characteristic could be a confounding variable that influences the behavioral outcome of the UA-injected mice should be investigated.

Defensive traits are important for survival and are innately expressed in many species. The polyphenol production in plants is itself a form of chemical defense against herbivory and microbial pathogens (Mayer, 2006). Plant-derived polyphenols are often used by primary consumers to sequester and use these in their chemical arsenal. A large body of literature suggests that such repurposing of plant polyphenols can have tri-trophic influences on prey-predator relationships between primary and secondary consumers (Sun et al., 2019; Sentis et al., 2019; Boege et al., 2019). Thus, it will be interesting to explore if the effect of UA has ecological relevance for the immunity of wildlife rodents to T. gondii infection and consequently, the consumption rates by their felid predators.

The identification of new remedies for the treatment of cerebral toxoplasmosis is important. Together, our study demonstrates the potential of dietary supplementation with functional foods enriched with UA as a natural remedy to combat neurotoxoplasmosis. Our findings are new and promising, highlighting a safer and cheaper alternative to current therapeutic regimens to mitigate acute and chronic T. gondii infection in humans.

Authors contributions

S.T. designed and carried out the experiments; W.H.T helped with the maintenance of T. gondii strain in culture, intraperitoneal injection and bobcat urine aversion behavior assay; S.T. and A.V. prepared the manuscript; A.V. supervised the entire research. All authors approved the final manuscript.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgement

This work was financially supported by Human Frontier Science Program (RGP0062/2018) and by the Ministry of Education, Singapore, under its MOE AcRF Tier 3 Award MOE2017-T3-1-002.

Footnotes

Appendix A

Supplementary data to this article can be found online at https://doi.org/10.1016/j.bbih.2020.100128.

Appendix A. Supplementary data

The following are the Supplementary data to this article:

Multimedia component 1
mmc1.pdf (114.7KB, pdf)
Multimedia component 2
mmc2.xlsx (12.7KB, xlsx)

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