# Jejunal villus absorption and paracellular tight junction permeability are major routes for early intestinal uptake of food-grade TiO 2 particles: an in vivo and ex vivo study in mice

Christine Coméra, Christel Cartier, Eric Gaultier, Olivier Catrice, Quentin Panouillé, Sarah El Hamdi, Kristof Tirez, Inge Nelissen, Vassilia Theodorou, Eric Houdeau

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Christine Coméra, Christel Cartier, Eric Gaultier, Olivier Catrice, Quentin Panouillé, et al. Jejunal villus absorption and paracellular tight junction permeability are major routes for early intestinal uptake of food-grade TiO 2 particles: an in vivo and ex vivo study in mice. Particle and Fibre Toxicology, 2020, 17 (1), 10.1186/s12989-020-00357-z. http://hal-02871986

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# Jejunal villus absorption and paracellular tight junction permeability are major routes for early intestinal uptake of food-grade TiO₂ particles: an in vivo and ex vivo study in mice

Christine Coméra<fnref n="1" />*, Christel Cartier<fnref n="1" />, Eric Gaultier<fnref n="1" />, Olivier Catrice², Quentin Panouille<fnref n="1" />, Sarah El Hamdi<fnref n="1" />, Kristof Tirez³, Inge Nelissen³, Vassilia Théodorou<fnref n="1" /> and Eric Houdeau<fnref n="1" />

## Abstract

**Background:** Food-grade TiO₂ (E171 in the EU) is widely used as a coloring agent in foodstuffs, including sweets. Chronic dietary exposure raises concerns for human health due to proinflammatory properties and the ability to induce and promote preneoplastic lesions in the rodent gut. Characterization of intestinal TiO₂ uptake is essential for assessing the health risk in humans. We studied in vivo the gut absorption kinetics of TiO₂ in fasted mice orally given a single dose (40 mg/kg) to assess the ability of intestinal apical surfaces to absorb particles when available without entrapment in the bolus. The epithelial translocation pathways were also identified ex vivo using intestinal loops in anesthetized mice.

**Results:** The absorption of TiO₂ particles was analyzed in gut tissues by laser-reflective confocal microscopy and ICP-MS at 4 and 8 h following oral administration. A bimodal pattern was detected in the small intestine: TiO₂ absorption peaked at 4 h in jejunal and ileal villi before returning to basal levels at 8 h, while being undetectable at 4 h but significantly present at 8 h in the jejunal Peyer's patches (PP). Lower absorption occurred in the colon, while TiO₂ particles were clearly detectable by confocal microscopy in the blood at 4 and 8 h after treatment. Ex vivo, jejunal loops were exposed to the food additive in the presence and absence of pharmacological inhibitors of paracellular tight junction (TJ) permeability or of transcellular (endocytic) passage. Thirty minutes after E171 addition, TiO₂ absorption by the jejunal villi was decreased by 66% (p < 0.001 vs. control) in the presence of the paracellular permeability blocker triaminopyrimidine; the other inhibitors had no significant effect. Substantial absorption through a goblet cell (GC)-associated pathway, insensitive to TJ blockade, was also detected.

**Conclusions:** After a single E171 dose in mice, early intestinal uptake of TiO₂ particles mainly occurred through the villi of the small intestine, which, in contrast to the PP, represent the main absorption surface in the small intestine. A GC-associated passage and passive diffusion through paracellular TJ spaces between enterocytes appeared to be major absorption routes for transepithelial uptake of dietary TiO₂.

**Keywords:** Titanium dioxide, Food additive, Nanoparticles, Intestinal absorption

<footnote>* Correspondence: Christine.comera@inrae.fr</footnote>

<footnote n="1">¹Toxalim (Research Centre in Food Toxicology), Toulouse University, INRAE, ENVT, INP, Toulouse, France</footnote>

<footnote>Full list of author information is available at the end of the article</footnote>
## Background

Titanium dioxide (TiO₂) is manufactured at high production volumes for various industrial applications, mainly as a pigment (e.g., paints, cosmetics) and for photocatalytic properties [1]. In the food industry, food-grade TiO₂ (E171 in EU) is mainly used as a whitening and brightening agent added to confectionery (candies, chewing gum) and ultra-processed foods [1-4]. The food additive E171 shows a broad size distribution of particles (diameters of 30 to 400 nm), with 10 to 45% of them in number in the nanosized range (i.e., ≤100 nm) depending on the commercial source [1, 5-7]. The Food and Drug Administration approved this food additive to be supplemented to up to 1% of the weight of the food matrix, while in Europe, the Joint FAO/WHO Expert Committee on Food Additives authorized E171 *ad quantum satis* in foodstuffs, on the basis of the very low absorption of TiO₂ by the gut. However, despite a low rate of intestinal absorption, estimated between 0.1 and 0.6% of the initial dose in humans and rodents [8-11], recent animal studies have emphasized the oral toxicity of food-grade TiO₂ after chronic exposure at human relevant levels. Reported hazards include intestinal and systemic immune dysfunction, colonic microinflammation, until the development of spontaneous preneoplastic lesions in the colon (rats), and the promotion of tumor formation in chemically induced colon cancer models (rats and mice) [7, 12]. Recently, food safety authorities recommended additional toxicity testing to establish a health-based guidance value for food-grade TiO₂ [3]. This requires supplemental studies designed to determine in vivo the absorption sites of TiO₂ particles from the food additive E171 as it passes through the gut, along with information on the mechanisms of particle uptake. In humans, bimodal passage into the bloodstream has been reported after a single oral dose of food-grade TiO₂ given to volunteers, with an identifiable absorption starting at 1 h and peaking at 6 h after ingestion [13]. Such long-lasting intestinal absorption with a delayed peak for lumen-to-blood passage led the authors to hypothesize two routes for particle uptake from the gut that remain to be precised in vivo. Previous in vitro studies, using a nanoparticle form of TiO₂ (i.e., 100% nanosized) showed that the microfold cells (M cells) lining the domes of PP were a major absorption site of TiO₂ particles, in contrast to Caco-2 cells, which were used as a model for normal enterocytes [14]. In mice orally exposed to nanosized TiO₂ particles by single gavage, titanium (Ti)-rich regions have been reported both in intestinal villi and in PP 6 h after treatment [14]. However, the kinetics and absorption rates for TiO₂ particle uptake along the gut remain to be specified, particularly the respective contributions of diffuse PP sites compared to absorptive enterocytes, the latter of which

represent most of the surface area of the gut epithelium. Furthermore, from a mechanistic point of view, the relative contributions of transcellular (i.e., endocytosis) and paracellular (i.e., through intercellular spaces between enterocytes) pathways for TiO₂ translocation remain to be determined. For risk assessment purposes, it is crucial to conduct such experiments using food-grade TiO₂ matter that displays mixed particle sizes, and in vivo experiments are required to determine the prevalence and location of TiO₂ particle uptake from the food additive E171 along the intestine. In this study, we conducted experiments in mice that received a single dose of E171 to determine the spatiotemporal absorption pattern of dietary TiO₂ particles along the intestine and their transfer to the blood. Trans- and paracellular routes for trans epithelial TiO₂ passage were studied ex vivo on isolated intestinal loops in anesthetized mice in the presence and absence of selective pharmacological blockades.

## Results

### Kinetic of TiO₂ absorption along the intestine and systemic passage

The primary particle size distribution in the E171 batch used herein has been previously characterized by transmission electronic microscopy (TEM), and ranged between 20 and 340 nm in diameter [6, 7]. In the sonicated E171 suspension orally administered to mice, the TiO₂ particles partly agglomerated in water, thus increasing the overall size of TiO₂ particles to a range of 33 (isolated particles and nanosized aggregates) to 4750 nm (large agglomerates) as measured by TEM (average size: 485 ± 32 nm, *n* = 354) (Fig. 1). We then used laser-reflecting signals of TiO₂ measured by confocal microscopy to assess the fraction of TiO₂ particles present in initial suspension, jejunal or colonic luminal contents, intestinal mucosae and blood. The particles detected by this approach are more or less agglomerated forms appearing as a bright green signal and called TiO₂ particles throughout this study. Sonicated TiO₂ suspensions in water were in a larger size range of 220 to 4400 nm (767 ± 37 nm, *n* = 371) compared to TEM, due to lower resolution (Fig. 1). All tissue sections along the gut showed a weak basal level of intrinsic reflection, which was setted as background, permitting easy identification of the much higher reflectance of TiO₂. In mice receiving a single oral dose of E171 (40 mg/kg), the number of laser-reflecting TiO₂ particles significantly increased in the lumen of the upper intestine compared to that of control mice (Fig. S2), as previously shown in rats [7]. The particles exhibited similar sizes to those observed in the E171 gavage bolus (Fig. 1), showing no further agglomeration of TiO₂ particles during their transit. The particle size was even smaller in the colonic (650 ± 25 nm, *n* = 371) compared to the jejunal lumen (871 ± 40 nm, *n* = 354).
<figure><img src="image_3.png" /><figcaption>**Fig. 1** Analysis of TiO₂ particle sizes. Size measurement of TiO₂ particles detected in the intestinal lumen of jejunum or colon (lumen Jej and Col), in the jejunal villi and PP (Tissue Villi and PP), in the blood (B) and in the initial suspension (Suspension) before sonication (non-sonicated or NS) or after sonication (S). Confocal size measurement of the TiO₂ particles was performed at high magnification with dual determination by confocal laser reflexion and by classic bright field observation. In addition, the latter S suspension was analysed by TEM (S MET), for comparison. Statistical significant difference between (a) Lumen Jej and Lumen col. (*p* < 0.001) and (b) in PP compared to B (*p* < 0.05), S and Lumen Jej (*p* < 0.001)</figcaption></figure>

nm, *n* = 332), *p* < 0.001), suggesting a decrease in the ag-
glomeration state of TiO₂ matter as it moved to the dis-
tal intestine (Fig. 1c).

We then used confocal microscopy to assess the frac-
tion of TiO2 particles absorbed by the intestinal
mucosae. In control mice, a very small number of laser-
reflecting particles of undefined nature were identified in
all gut regions explored. In mice orally dosed with E171,
an increase in the reflective particle content was ob-
served in the jejunal and ileal villi (Fig. 2a-e), PP
(Fig. 3a-c) and colon crypts (Fig. 2f). The overall particle
content in jejunal villi increased from 2 h after gavage
(not shown), peaked at 4 h, and returned to basal values
at 8 h (Fig. 4a). At 4 h after E171 administration, the
TiO2 particle density in the jejunal mucosa increased by
3.4-fold (p < 0.001) over that of control mice (Fig. 4a). A
lower and non-significant trend of increased particle
content was also observed at 4 h in the ileum and colon
(Fig. 4a). Values decreased again close to control levels
at the time 8 h in all three intestinal sections. In the je-
junum, the reflective TiO2 particle spots displayed a
mean diameter of 700 ± 59 nm (n = 70) and were mostly
observed in the lamina propria (Fig. 2b) and in goblet
cells (GCs) distributed in the epithelium (Fig. 2c), with
some of them also found in enterocytes lining the gut
lumen (Fig. 2d). Analysis by transmission electron mi-
croscopy energy-dispersive X-ray spectroscopy (TEM-
EDX) further evidenced the absorption of TiO2 by re-
vealing the presence of both Ti and O in particles de-
tected in jejunal GCs (Fig. 2g) and enterocytes (Fig. 2h),
appearing as primary particles or aggregates with re-
spective sizes of 450 and 170 nm.

Previous studies reported increased intestinal perme-
ability following oral treatment with pure nanosized

TiO₂ [14–16]. To assess the results of E171 feeding in
this respect, we used Ussing chambers to measure the
transepithelial resistance (TER) and epithelial TJ (i.e.,
paracellular) passage of fluorescein sodium salt (FSS) in
jejunum segments recovered 4 h after E171 gavage com-
pared to those of controls (Fig. 2i). No increase in FSS
permeability or decrease in TER was observed in the je-
junum of E171-treated compared to control mice, show-
ing that the integrity of the epithelial barrier was not
disrupted in our experimental conditions.

In PP, the concentration of laser-reflecting particles did not increase 4 h after E171 treatment in comparison to baseline, but reached a significantly altered level at 8 h, at which time the particle density had increased by 5.4-fold over that of controls (*p* < 0.001) (Fig. 4a). A similar profile for particle uptake was detected in more distal PP located along the ileum, but was weaker than that of the proximal (jejunal) PP (not shown). In PP, TiO₂ particles were detected mainly in the subepithelial dome (SED) (Fig. 3a), less in the inner lymphoid tissue (Fig. 3b), and scarcely at all in the follicle-associated epithelium (FAE) containing microfold (M) cells (Fig. 3c). The size of particles in the PP (416 ± 29 nm, *n* = 71) was significantly smaller than in the blood (774 ± 45 nm, *p* < 0.05), the initial sonicated bolus suspension (766 ± 27 nm) and the jejunal lumen (871 ± 40 nm) (*P* < 0.001). Two TiO₂ particles located in immune cells of jejunal PP were detected by TEM-EDX and chemically identified, measuring 210 (Fig. 3d) and 170 nm in diameter (Fig. 3e).

We also addressed the passage of TiO₂ into systemic
circulation by analyzing blood smears collected at 4 or 8
h after E171 administration or, in the case of control
mice, vehicle administration. In the latter (T = 0 h),
laser-reflecting particles were detected at baseline, but
<figure><img src="image_4.png" /><figcaption>**Fig. 2** Confocal and TEM localization of TiO₂ particles in jejunal villi, 4 h after E171 oral administration. **a–f** In the confocal analysis, the TiO₂ particles are apparent in green (and overlined by green arrows), the tissue auto-fluorescence in red and the nucleus labelled by Dapi in blue for some images **a–d**. **a** Absorption in jejunal villi showing its organization, the limit between the epithelial monolayer (Epith) and the lamina propria (LP) is indicated by a yellow dashed line. The GC are indicated by white arrows and one is circled by a white dashed line. A TiO₂ particle is visible in or near a GC (**a**, **d**), in the lamina propria (**b**) or in the epithelium (**d**). **g**, **h** TEM associated to EDX analysis: TiO₂ particles are detected in the mucin-rich vesicles of a GC (**g**) or in the basal side of an enterocyte (**h**). **i** Intestinal permeability measurement using Ussing chambers in the jejunum from controls (Ctrl) and TiO₂ treated animals (TiO₂). The jejunum was recovered 4 h after a single oral dose of E171, longitudinally opened and transferred in a Ussing chamber. The transfer of FFS from the luminal to the serosal side of the jejunum is measured (FFS flow expressed in ng/ml) and the transepithelial resistance of the tissue (TER in Ohms x cm² of tissue). Bars = 10 µm in confocal microscopy, and 1 µm or 200 nm in TEM</figcaption></figure>
<figure><img src="image_5.png" /><figcaption>**Fig. 3** Confocal and TEM localization of TiO₂ particles in jejunal PP. 4 h after E171 oral administration. **a–c** Confocal imaging of TiO₂ particles (green) (**a**) in the SED, (**b**) in a lymphoid follicle (FAE) or (**c**) in the FAE monolayer. The tissue auto-fluorescence is shown in red and the DAPI-labelled nucleus in blue. **d, e** TEM associated to EDX analysis. TiO₂ particles are detected as endocytosed by two separate immune cells of the PP. Bars = 10 µm in confocal microscopy, and 1 µm or 200 nm in TEM</figcaption></figure>

were significantly increased by 3.5- and 4.1-fold at 4 and 8 h after E171 administration (*p* < 0.001 vs. control) (Fig. 4b, c). At 8 h, the TiO₂ particle density in the bloodstream was estimated to be above two hundred million particles per ml of blood.

Finally, titanium contents were analyzed by Inductively Coupled Plasma Mass Spectrometry (ICP-MS) in the blood and intestine (Fig. 4d). Despite the important detection of TiO₂ particles by microscopy in the blood, levels remained under detection limit (< 0.02 mg Ti/kg) in samples from controls or mice sacrificed at 4 or 8 h after feeding. By contrast, significant amounts were detected in the jejunum, ileum and colon at the 0 h, 4 h or 8 h conditions. Similar profiles were obtained concerning E171 absorption measured by ICP-MS or by confocal observation in the jejunum and colon with a peak at 4 h, then a substantial decrease at 8 h and higher contents in the jejunum (X6.5) compared to colon at the time 4 h.

In the ileum, a similar peak was observed at 4 h, but which is twice as high as in jejunum, contrasting to confocal quantification. By extrapolation from the weight of mouse tissues, it can be estimated that approximately 0.007% of the titanium administered was present in the entire intestine at the time 4 h, which seems consistent compared to the estimated total absorption of 0.1 to 0.05%.

### Effect of lipid feeding on TiO₂ particle uptake in vivo

Because the food additive E171 is mainly composed of TiO₂ anatase crystal form [6, 7] with hydrophobic properties, we wondered whether the presence of lipids in the gavage bolus (i.e., to mimic a fat-rich diet) could increase the intestinal absorption of TiO₂. To test this hypothesis, we sonicated E171 powder in water supplemented with 30% corn oil and emulsified by vigorous vortexing just before oral administration. In the
<figure><img src="image_6.png" /><figcaption>**Fig. 4** Quantification of the TiO₂ absorption in vivo in the mouse intestine and blood at 0 h (control animals fed with water), or at 2 h, 4 h or 8 h after gavage. Number of detected particles counted: a in jejunal and ileal villi, in colon crypts and jejunal PP at 0 h (ctrl), 4 and 8 h after feeding; being expressed in Particles (P)/(1000xmm³ of tissue). Significant difference *** (*p* < 0.001) between values at 0 h versus 4 h in jejunal villi and 0 h versus 8 h in the PP (b, c) TiO₂ detection in blood. b Confocal detection of TiO₂ in green in blood smears recovered at 0 h, 4 h and 8 h after feeding. TiO₂ are visible in green (as indicated with green arrows) and RBC in red. c Particle quantification expressed in millions of P/ml of blood; **: significant increase for the times 4 h and 8 h as compared to 0 h (*p* < 0.001). d Quantification by ICP-MS of titanium contents in the jejunum, ileum and colon after in vivo absorption at 0 h, 4 h and 8 h after TiO₂ oral administration, expressed in mg of titanium/kg of tissue. **: significant increase as compared to 0 h (*p* < 0.001)</figcaption></figure>

jejunum samples recovered 4 h later, a time point corre-
sponding to maximal lipid absorption [17], the particle
content in the gut did not appear to differ between the
aqueous and lipid vehicles (Fig. 5a). In addition, confocal
imaging associated with neutral lipid staining by LD540
did not show any colocalization of intestinal lipid drop-
lets and TiO₂ particles (Fig. 5b), suggesting different
routes of absorption.

Ex vivo analysis of particle translocation pathways

We analyzed the transepithelial passage of TiO₂ in the
proximal gut using ligated intestinal loops exposed to
E171 in anesthetized mice (Fig. 6), with and without spe-
cific blockade of paracellular or transcellular transport
[18–21]. The quantification of laser-reflecting TiO₂ par-
ticles was focused on jejunal villi, in which we observed
maximal particle absorption in vivo with our confocal
<figure><img src="image_7.png" /><figcaption>**Fig. 5** Effect of diet lipids on TiO₂ absorption in vivo. **a** Quantification of TiO₂ absorption in jejunal villi recovered 4 h after forced-feeding with 40 mg/ml of TiO₂ in aqueous medium (W for Water) or in oil emulsion (O), in villi from control mouse fed with water (0 h) and **(b)** confocal identification of the distribution of TiO₂ (green) at 4 h in the villi of oil fed mouse, the absorbed lipids (chylomicrons or lipid droplets) are stained in red by LD540 and are abundant in the epithelial monolayer (Epith) situated between the lamina propria (LP) and the lumen (L). Bars = 10 µm</figcaption></figure>

technique. In the presence of TiO₂, the particle uptake was blocked by 66% in jejunum in the presence of tissues treated with 100 mM (2,4,6-triaminopyrimidine) TAP compared to control tissues (2.202 ± 0.295 vs. 6.540 ± 0.475 particles/(1000 x mm³ of tissues), respectively; *p* < 0.001) (Fig. 6c). The compound TAP acts on tight junctions (TJs) between enterocytes, limiting their permeability to macromolecules in addition to water and small inorganic ions [20, 21]. The effect of TAP on TiO₂ absorption indicates a major and rapid contribution of the paracellular TJ pathway to transepithelial TiO₂ uptake during the 30 min of incubation. To assess potential cell lysis during ex vivo incubations, we measured the release of cytosolic lactate dehydrogenase to the resulting luminal milieu from incubations without or with the presence of TAP, TiO₂ particles and TiO₂ + TAP. Similar amount of LDH release was observed in all conditions as expressed in LDH activity/mg of tissue, showing no toxicity of TiO₂ and TAP (Fig. 6d). When endocytosis inhibitors were applied, non-significant trend-level decreases in macropinocytosis, clathrin-dependent endocytosis, and raft-dependent endocytosis were revealed (Fig. 6e), suggesting a minor contribution of transcellular transport to the movement of TiO₂ particles across the epithelium over the same exposure duration with E171.

We then compared the absorption rates of laser-reflective TiO₂ particles and carboxyl-polystyrene (CP) beads on jejunal loops (Fig. 6f). Amorphous beads are mainly absorbed by endocytosis through M cells of the PP and far less in intestinal villi [22, 23], as confirmed herein, showing maximal bead absorption at PP sites in the jejunum rather than villi. In clear contrast, the absorption rate of TiO₂ particles was similar between jejunal PP and villi, and remained low compared to CP beads regardless of the absorption site.

## Imaging of TiO₂-particle-permeable zones on intestinal surfaces

In this study, jejunal segments collected 4 h after E171 oral administration or ligated jejunum loops exposed to

E171 were filled with the non-membrane-permeable dye FM-1-43FX (FM) to stain the apical epithelial surface [24]. This was performed at a temperature of 0 °C, at which endocytosis is completely inhibited, to label surfaces that are in direct contact with the intestinal lumen. No FM entry was detected between enterocytes following E171 treatment, attesting to the integrity of the epithelial TJ barrier as herein reported. In contrast, we consistently observed passage of the FM dye around GC plasma membranes, both in vivo and ex vivo, suggesting the existence of additional paracellular passage of the dye. This passage appeared to be independent of TJ function, since it was observed with and without the TJ blocker TAP. We then imaged the GCs in the E171-treated mice or jejunal loops. The presence of TiO₂ particles in these GC passages has frequently been observed in both the presence and the absence of TAP, suggesting an additional, TJ-independent paracellular pathway allowing lumen-to-mucosa TiO₂ uptake in addition to enterocyte TJ permeability.

Finally, previous studies showed that GCs also transport luminal antigens by a specific pathway known as GC-associated antigen passages (GAPs), in which antigens are endocytosed by the GC then delivered directly to underlying dendritic cells [25, 26]. Herein, we observed TiO₂ particles inside GCs by TEM analysis (Fig. 2g), supporting the concomitant absorption of TiO₂ particles through endocytosis by GAPs and TJ-independent paracellular GC permeability.

## Discussion

Food-grade TiO₂ is authorized in the EU (E171) *ad quantum satis*, resulting in an estimated TiO₂ content of 0.2 to 4 mg/kg of body weight (BW)/day in the human diet, reaching 32 mg/kg BW/day in the 95th percentile of children [3]. Although most toxicokinetic studies concluded that the intestinal absorption of TiO₂ was low, i.e., 0.1–0.6% of the administered dose [8–11], it is
<figure><img src="image_8.png" /><figcaption>**Fig. 6** Confocal detection of TiO₂ and of epithelium surfaces in the jejunum after in vivo or ex vivo exposure to E171, and comparative analysis of ex vivo absorption of TiO₂ particles and of polystyrene beads. **a, b**: after TiO₂ exposure, in vivo (4 h) (**a**) or ex vivo (30 min) (**b**), GC and apical surface of epithelial cells were labelled in red with the FM-1-43-FX dye; TiO₂ is visible in green (arrows) and the nuclei stained with DAPI (blue). BBM = Brush border membrane of enterocytes (Ent), L = lumen, LP = lamina propria. **c, d, e**: Jejunal loops were incubated ex vivo without (Ctrl) or with TiO₂ (E171 300 µg/ml), alone or in the presence of the TJ blocker TAP (**c**) or the endocytosis blockers EIAP, Pitstop or MβCD (**e**). Results were expressed in number of particles (P)/(1000 x mm³ of tissue). After incubation the luminal medium was recovered to measure the release of LDH from tissues, and was expressed in activity/mg of tissue (**d**). In **c** *****: significantly different for TiO₂ alone versus Ctrl or TiO₂ + TAP (*p* < 0.001). In **e** *****: significantly different from Ctrl (*p* < 0.001), and NS: not significant versus TiO₂ alone. **f** Quantification of ex vivo absorption of TiO₂ or polystyrene beads in jejunal villi and PP; *****: significantly different between villi and PP (*p* < 0.001)</figcaption></figure>

presumed that the corresponding uptake of TiO₂-NPs by number is high, due to the high prevalence of NPs in currently available batches of E171 (10–45% of particles)

[1, 5–7, 27] in their primary state. In humans, TiO₂ particles have been found postmortem in the liver and spleen, with at least 25% in the nanosize range, and most
of them were assumed to originate from intestinal ex-
posure [28]. In the current study conducted in mice, the
high laser reflectance index of TiO₂ was used to easily
detect and follow its uptake in the mouse intestine,
thanks to confocal microscopy permitting particle detec-
tion in tissues, as well as in physiological fluids. In the
gut, given the low density of TiO₂ particles detected in
the mucosa after E171 oral treatment [7], observations
over large tissue areas are required for an accurate
evaluation of particle uptake. This was achieved using
low magnification under confocal microscopy and by
setting the detection limit at 200 nm/pixel, excluding the
detection of nanosized particles. A higher resolution of
50 nm/pixel was used on a case-by-case basis to refine
particle size measurement and for nanometric particle
detection (i.e., < 100 nm) as was also done by TEM. In
this study, the increase in the number of particles de-
tected by confocal imaging after the oral administration
of E171 in mice was assumed to correspond to the ab-
sorption of TiO₂, since no other source of particles was
given to the mice, and the laser-reflecting particulate
matter was abundant in the intestinal lumen after oral
treatment, but absent in the water-fed controls. The ab-
sorption of TiO₂ was further demonstrated by the meas-
urement of titanium content in the intestine by ICP-MS,
after oral administration in vivo. Moreover, lumen-to-
blood passage of the particles was observed in this study,
with kinetics close to the absorption of a food-grade
TiO₂ formulation ingested by human volunteers [13].
Our results in mice thus substantiate these data, show-
ing predominant uptake in the small bowel and suggest-
ing specific routes for particle absorption. Although the
amount of TiO₂ herein administered to mice was 40 mg/
kg BW, exceeding the average daily human intake 4- to
10-fold [1, 3], this was necessary to achieve statistical
significance for uptake quantification by confocal ana-
lysis. In addition, the TiO₂ particles were administered
in water by gavage in mice fed a normal diet, which left
the particles free and available to the gut epithelium.
This exposure scenario is credible for humans when
TiO₂ is used as a coating for food products (e.g., candies,
chewing gums) or in liquid matrices (ice and sauces),
allowing the rapid suspension of (nano) particles in the
saliva before their ingestion [1, 2]. It has been suggested,
based on the exposure of TiO₂ in vitro to reconstituted
gastric and intestinal juices, that the low pH in the gas-
tric milieu or biliary salts and proteins in the intestinal
lumen may impact the size of TiO₂ particulate matter,
leading to substantial reagglomeration in the gut lumen
to large particle clusters with sizes that could limit their
absorption [14]. In contrast, we report similar sizes be-
tween the laser-reflective TiO₂ particles recovered from
the lumen of the upper gut and those observed in the
gavage bolus, indicating no further agglomeration of

TiO₂ particles during intestinal transit as previously reported in rats [7]. Second, smaller sizes were reported in the colonic lumen than in the small intestine; this suggests a decrease in the agglomeration state of TiO₂ from the proximal part to the more distal part of the intestine. Interestingly, we also show that the presence of lipids in the mouse bolus and their absorption by the upper intestine did not interfere with the bioavailability of TiO₂; there was an independent distribution of lipids and E171 particles in the tissue. We also checked whether oral E171 feeding in mice might have a deleterious impact on gut epithelial integrity that would artificially increase and bias their absorption level, possibly due to the abrasive potential of TiO₂ particles. In the current study, no change in intestinal permeability was observed at the time of maximal TiO₂ uptake (i.e., 4 h after gavage), showing that our treatment conditions were safe for gut integrity, as shown in rats [7]. Similar, no epithelial damage was detected in the presence of TiO₂ by confocal imaging associated with FM surface labeling in vivo or ex vivo.

In the current study, after a single oral dose, the TiO₂
particle absorption appeared preponderant in the small
intestine, being detected mostly in the jejunum, then in
the ileum and poor in the colon as measured by confocal
microscopy, and preponderantly in the ileum, less in the
jejunum and low in colon by ICP-MS analysis. Absorp-
tion in the small intestine was transient, with particle
number in the villus mucosa reaching a maximum 4 h
after oral intake before returning to low level at 8 h. This
suggests that the majority of TiO₂ particles are absorbed
without accumulation in the gut mucosa following a sin-
gle administration, in contrast to the persistent particles
detected in the intestinal wall after 1 week of repeated
doses [7]. In our study, the kinetics of particle transloca-
tion was confirmed by a 3- and 4-fold increase in the
number of particles recovered in blood at 4 and 8 h after
dosing, respectively. This is in full agreement with data
in humans, where food-grade TiO₂ particles were de-
tected in the bloodstream in increasing amounts for up
to 6 h after ingestion and gradually decreased at 8 and
10 h [13]. The presence of TiO₂ in blood could not be
detected by ICP-MS in our experimental conditions,
possibly because of the small amounts present in mice.
The preponderant absorption of TiO₂ in the ileum, com-
pared to the jejunum was established by ICP-MS, but
not detected by confocal microscopy where the major
uptake was detected in the jejunum. Titanium contents
at 4 h are much higher than the control levels (0 h) for
jejunum (× 120), ileum (× 250) and colon (× 40), which
are larger increases than those found by confocal mi-
croscopy. This could be explained by the fact that con-
focal techniques have failed to detect small particles in
all tissues, but especially in the ileum where they seem
particularly present. In the end, the jejunum absorbs about half as much TiO₂ as the ileum, but it is twice as long and heavy, balancing the respective amounts of E171 finally absorbed by the jejunum or ileum as a whole.

In the current report, we also compared the translocation rate of particles between jejunal villi (i.e., a regular epithelium composed of enterocytes) and PP, which are involved in gut immunity. Microfold cells (M cells) lining the PP dome are specialized epithelial cells for transcytosis of antigens across the follicle-associated epithelium (FAE), leading to downstream organization of the immune response. In contrast to jejunal villi, TiO₂ uptake was not found in the PP at 4 h but was detected at 8 h, mainly in the jejunal PP which are more abundant in mice than ileal PP. Moreover, although M cells are thought to be common absorption sites for luminal compounds of various sizes, including inorganic particles [25, 26, 29–32], our study showed that the local uptake capacity of TiO₂ particles per unit surface area of PP was similar to that observed in the regular intestinal villi. In addition, using intestinal loops, we also provided evidence of a very low absorption rate of TiO₂ particles in the PP when compared to the uptake capacity of polystyrene beads of a similar size range. FAE was capable of transporting polystyrene beads at a rate up to 10-fold higher than intestinal villus uptake, while the PP absorption rate of TiO₂ particles remained significantly lower and was not different from villi. Finally, the number of PP in the small intestine is low, which limits the total surface area of FAEs in contact with lumen, here estimated at about 1/100 of the total area of the small intestine. It can therefore be concluded that TiO₂ is overwhelmingly absorbed by the small intestinal villi. The total amount of TiO₂ absorbed in the colon after this single force-feeding is much more modest at 4 h and not significant in both confocal or ICP-MS analysis. Although it may be slightly delayed in time compared to the small intestine, it is further reduced to low levels at 8 h after administration.

Using confocal imaging of large tissue fields, it is not possible to evaluate the exact size of primary particles translocated into tissues (and blood). This was possible, however, at high magnification, when particle size measurement was performed simultaneously by laser reflectance and conventional light analysis of opaque TiO₂ crystals. We thus determined that most TiO₂ material found in the gut mucosa correspond to aggregates of particles and agglomerates ranging in size from 200 to 2300 nm in jejunal villi and 200 to 1200 nm in PP. It can be assumed that TiO₂ particles can translocate directly as micrometric and submicron-scale agglomerated forms from the gut lumen, while we cannot exclude the hypothesis of a lumen-to-mucosa passage of isolated nanoparticles that also reagglomerate once penetrated into

tissues, as reported in vitro [14, 33–40]. However, most particles were detected without apparent clustering, but exhibited a fairly good dispersability relative to each other, and similar sizes in the jejunum lumen, villi and blood, suggesting their uptake without significant agglomeration in the tissues. Aggregation is possible anyway, but hard to establish.

Furthermore, we used specific pharmacological inhibitors of paracellular and transcellular (endocytosis) permeability pathways to study the route(s) involved in the lumen-to-mucosa transport of TiO₂ particles in jejunal villi. Experiments conducted ex vivo on intestinal loops in the presence and absence of the TJ blocker TAP revealed significant inhibition of TiO₂ absorption (i.e., by 66% after 30 min of incubation), demonstrating that the paracellular route is a major pathway governing transepithelial TiO₂ passage. This could explain why most of the particles were found in the lamina propria beneath the epithelium, both in vivo and ex vivo, without apparent sequestration into epithelial cells. The multiprotein TJ complex forms a selective permeable seal between adjacent epithelial cells by linking the apical and basolateral membrane domains of enterocytes [30, 41]. In healthy conditions, TJs maintain intestinal barrier function (IBF) against deleterious antigens while regulating the permeability of ions, nutrients, and water. Altogether, these data demonstrated that the transepithelial transport of TiO₂ particles in the jejunal region mainly occurs through intercellular TJs. This is consistent with our previous study in E171-treated rats identifying TiO₂-NPs by TEM in the space between enterocytes after 1 week of oral treatment [7]. Finally, regarding the data obtained with other blockers of transcellular pathways, either macropinocytosis, clathrin-dependent endocytosis or raft-dependent endocytosis, demonstrated that none of these inhibitors displayed a significant impact on TiO₂ uptake over the 30 min of ex vivo experiments. This indicates that the transcellular uptake of TiO₂ across the intestinal epithelium is too weak to achieve statistical significance during this short period of treatment, in contrast to paracellular passage. However, in in vivo studies, substantial endocytosis was observed using TEM analysis, involving not only GCs or villus enterocytes, but also immune cells within the PP, which is in support of a delayed accumulation of TiO₂ in the PP. Endocytosis within the tissue can also increase the retention of particles or even promote agglomeration inside endosomes [7, 16–18, 42], and could explain part of the basal level of intra-intestinal particles recovered in the control group, which did not receive TiO₂.

Finally, approximately one-third of TiO₂ particles were still shown to translocate in the jejunum after TAP treatment, suggesting other (i.e., TJ-independent) route(s) for rapid particle uptake. Translocation by enterocyte per-sorption could be involved in TAP-resistant uptake of
TiO₂, as shown with gold nanoparticles [43]. In our study, although sorption sites were experimentally identified, which were underlined by labeling with the non-permeable fluorescent dye FM-1-43FX, while no TiO₂ translocation was noticed in the vicinity of these sites (not shown). On the other hand, we reported passage of the FM dye close to mucus-producing GCs, ex vivo and in vivo, in the presence and absence of TAP, as well as when endocytosis was blocked at 0 °C. This first result showed passive diffusion of the dye by a paracellular route independent of TJ function. Interestingly, our results show TiO₂ particles close to the GC basolateral membranes whether the inhibitor TAP is present or not. It is reasonable to propose this transepithelial GC-related pathway is a complementary and TJ-independent route for TiO₂ particle absorption. It is also suggested that the absence of TJ seals could allow the uptake of large particles, which could partly explain the translocation of TiO₂ agglomerates of larger sizes in the villi than in the PP.

## Conclusion

Food-grade TiO₂ particles are mainly absorbed in the small intestine after a single oral administration, where they cross the regular epithelium of the small bowel villi, rather than the PP, as their main translocation site. Ex vivo, using intestinal loops, we have demonstrated that the absorption of food-grade TiO₂ through the epithelial barrier occurs mainly in a paracellular pathway between enterocytes or around the GCs. Most of the particles recovered in vivo or ex vivo from within tissues are found in the lamina propria of the villi and in the subepithelial domes of the PP, without substantial epithelial transcytosis, a pattern that is also consistent with paracellular transport as the major entry route. Finally, because the size distribution of TiO₂ particulate matter detected by confocal imaging did not show significant differences among the initial oral bolus, the jejunal lumen and villi, and the blood, TiO₂ particle uptake by the intestine appears to be indiscriminative with respect to size. The absorption measured in this study represents the absorption of free TiO₂ particles, without a food bolus, which can increase it. However, it should be noted that using ICP-MS, at time 4 h, an absorption close to 0.007% of the administered amount was measured. This rate remains in the same order of magnitude as the 0.1 to 0.05% described as being absorbed overall after oral administration. This still represents about tens of mg of Titanium/kg of intestine, under our experimental conditions (ei 40 mg/kgBW in mice).

## Methods

### Particle preparation

The E171 sample was obtained from a French commercial supplier of food coloring. The TiO₂ particle suspensions (>

95% anatase, [6]) were prepared in milliQ water following the generic Nanogenotox dispersion protocol [44], and the physicochemical properties of the particles in the E171 batch have been characterized in previous studies [6, 7, 45].

### Animals and experimental design

Adult C57BL/6 mice (12–18 weeks) were purchased from Janvier Labs (France). All animal experiments were performed in accordance with the guidelines of European legislation (Council Directive 2010/63/UE) and French Decree 2013–118 on the protection of animals used for scientific purposes, and were approved by the Local Animal Care and Use Committee (TOXCOM-0036-EH-EH) of Toulouse Midi-Pyrénées (agreement CEEA-86). The animal facilities used are licensed by the relevant local authorities for rodents (agreement C31 555 13). In the first series of experiments, mice (n = 4 mice/group) received a single dose (200 µl) of either E171 at 40 mg/kg of body weight (BW) or 200 µl of vehicle (water) by intragastric gavage. At different times after gavage (2, 4, 8, and 24 h), the animals were sacrificed, and the intestine (jejunum, ileum and colon) was recovered. To obtain jejunal or colonic intraluminal contents, we collected a segment of tissue and opened it longitudinally. The intraluminal substance, present just above the mucosa, was recovered by gently scraping, then spread on a glass slide and air dried. The remaining intestinal sections were washed in 0.9% NaCl and fixed in 4% formaldehyde, equilibrated in 30% sucrose in phosphate-buffered saline, frozen in liquid nitrogen and stored at –80 °C. Blood smears were also prepared and air dried at the same time points. In several experiments, the gavage solution from sonicated E171 particles was equilibrated in 30% corn oil, and vigorously vortex for emulsification just before oral delivery. This was performed to analyze if luminal lipids, being themselves absorbed in the jejunum, could influence overall TiO₂ absorption. This was studied because we experimentally observed that lipids, in emulsions, attract E171.

### Measurement of titanium concentration in tissues and blood by ICP-MS

Inductively coupled plasma spectrometry (ICP-MS) analysis was performed of blood samples (0.3 to 0.7 ml), 10 cm fragments of jejunum, ileum, and colon from mice treated by oral feeding with H₂O (0 h) or TiO₂ suspension at 40 mg/kg of BW, and sacrificed 4 or 8 h later (n = 8 for each condition). For total titanium determination, samples (E171 suspensions or whole organs) were placed in conical tubes (Greiner) with 0.375 ml HCl (Optima, Fisher), 0.875 ml HNO₃ (Optima, Fisher) and 0.05 ml of HF (ultrapur, Merck). The samples were digested in a heating block (Digiprep, SCP SCIENCE) during 180 min at a temperature of 105 °C. Total
titanium concentrations were measured with a high-resolution ICP-MS spectrometer (Element II, Thermo Scientific) equipped with a baffled cyclonic spray chamber and a conical nebulizer. Analytical masses were 47Ti in medium resolution mode and 103Rh (as internal standard). The system was tuned on a daily basis to ensure maximum titanium sensitivity and quantitative determinations were done by external calibration.

## Intestinal loop experiment

In a second series of experiments, the mice were anesthetized by intraperitoneal injection of a mixture of xylazine at 0.014%/kg of BW and ketamine 72 mg/kg of BW), and body temperature was maintained during surgery at 36–38 °C using a heating pad. A small abdominal incision was made to expose the small intestine, and closed midjejunal loops (10 cm in length) were isolated by the addition of sutured catheters at each end, permitting changes to luminal media or closure of the loops during incubation. The loops were filled with either PBS alone (control) or PBS containing one of the following inhibitors (from Sigma-Aldrich, Saint-Quentin-Fallavier, France): TAP at a final concentration of 100 mM to block tight junctions, EIPA (5-(N-ethyl-N-isopropyl) amiloride) at a final concentration of 100 µM to inhibit macropinocytosis, Pitstop 2 at 30 µM to block clathrin-mediated endocytosis, and MβCD (methyl-β-cyclodextrin) at 17 µM to inhibit raft-dependent endocytosis. Thirty minutes later, the lumen contents were rinsed away and replaced with the same PBS solution with or without 300 µg/ml of sonicated E171 TiO₂ for a further incubation period of 30 min. We analyzed in parallel the cell lysis by measuring the cytosolic release of lactate dehydrogenase (LDH; as described in [46], using sodium pyruvate, NADH and spectrophotometry) in the lumen recovered after ex vivo experiments performed in control milieu, in the presence of TiO₂, TAP or both of them. Results were expressed in LDH activity/sec/mg of protein in the corresponding tissue.

The absorption of 300 µg/ml TiO₂ and 2 µg/ml fluorescent polystyrene beads (400–600 nm diameter, Sphero-tech, Lake Forest, IL, USA) was also compared after incubation for 30 min in jejunal loops. For each condition, the experiment was performed in 4 mice spread over 3 independent experiments. Finally, the intestinal loops were recovered, washed and fixed as described above.

## Confocal microscopy and micro-X-ray fluorescence imaging

Tissue samples were cryosectioned (25 µm thickness), air dried, fixed in acetone at –20 °C (5 min), rehydrated in PBS (10 min), and then mounted in ProLong Gold anti-fade medium with DAPI (4',6-diamidino-2-phenylindole, Life Technologies, France). Tissue sections were

examined under a confocal microscope (Leica SP8, Nanterre, France) at 488/BP 488–494 nm to detect light reflection by TiO₂ particles and at 514/BP 560–660 nm to monitor autofluorescence in the tissue. To ensure that the particles detected were truly in the intestinal section and were not exogenous contaminants introduced during tissue sectioning and rehydration, we took into account only the particles present in the central 8 µm of the 25-µm depth of the entire section. Particle number per volume (surface x depth) was counted and expressed in multiple of mm³. Similar measurements of TiO₂ light reflection at 488/BP 488–494 nm were performed to determine the sizes of the particles present in the E171 water suspensions prepared for gavage to the mice, in the luminal contents (jejunum and colon) and in the blood. All solutions were spread on glass slides, dried and mounted in ProLong medium. Concerning blood smears, the numbers of particles and of red blood cells (RBCs) were counted for each microscope field. The volume of blood corresponding to the analysis was then calculated from the number of RBCs given that mouse blood contains 10 × 10⁹ RBCs/ml. The particles were detected using a 40 or 63× objective and a magnification factor leading to a pixel width ranging from 200 nm (to screen large tissue areas) to 50 nm (to determine particle size). The size measurement of the TiO₂ particles at this high magnification allowed dual determination by confocal laser reflection and then by classic bright-field observation, with similar results.

We performed in several fresh jejunal fragments, recovered at sacrifice after in vivo or ex vivo experiments, an incubation with the non-permeable fluorescent dye FM-1-43FX (Fisher Scientific™, Toulouse, France). For that, the tissues were washed with 0.9% NaCl to remove luminal TiO₂, were cooled to 0 °C in ice, ligatured at both extremities. They were then filled with 10 µg/ml of the FM dye in PBS, incubated for 5 min in ice as previously described (22), washed, fixed, frozen and analyzed as described above. This permitted to label any membrane in contact with the luminal milieu, since all intracellular uptake by endocytosis was blocked by incubation at 0 °C.

## Transmission electron microscopy and EDX analysis

Jejunal villi and Peyer's patches recovered from mice 4 h after gavage were analyzed by TEM. Tissue samples measuring 1 mm³ were fixed in 2.5% glutaraldehyde-2.5% paraformaldehyde in 0.1 M cacodylate buffer (pH 7.4) overnight (+ 4 °C) and post-fixed in 1% osmium tetroxide solution (2 h, + 4 °C). They were dehydrated through a graded series of ethanol and embedded in Epon-Araldite resin. Ultrathin sections (80 nm) were cut (Ultracut Leica), mounted on copper grids and stained with uranyl acetate and lead citrate. Observations and nanoparticle characterization were carried out with a
JEOL JEM 1400 or JEOL JEM 2100F TEM operated at 200 kV coupled to an energy-dispersive X-ray spectroscopy (EDX) analysis system.

## Measurement of intestinal permeability in Ussing chambers

Two groups of four mice received a single dose (in a volume of 200 µl) of either 40 mg/kg of TiO₂ or water by gavage. Four hours later, the animals were sacrificed, and the two separate segments of the jejunum from each mouse were isolated and mounted in Ussing chambers (Physiological Instruments, San Diego, CA), with an aperture size of 0.125 cm². Each half-chamber contained 1 mL of Krebs buffer (118 mM NaCl, 4.7 mM KCl, 1.2 mM KH₂PO₄, 1.2 mM MgSO₄, 25 mM NaHCO₃, 8.3 mM glucose, 2.5 mM CaCl₂), continuously gassed with 95% O₂–5% CO₂. Ag–AgCl electrodes were used as short-circuiting electrodes and to measure the transepithelial electrical properties of the tissues throughout the experiment, including the transepithelial potential difference, short-circuit current, and transepithelial resistance (TER), permitting the assessment of tissue viability. After 20 min of equilibration, fluorescein sodium salt (FSS) was added on the mucosal side (40 µg/ml final concentration). The paracellular permeability was assessed by measuring both the TER and the fluorescence that had reached the serosal side after 60 min.

## Statistical analysis

The results are expressed as the mean ± s.e.m. Statistical significance was assessed using Prism 4 software (GraphPad) by non-parametric one-way ANOVA (Kruskal-Wallis test) followed by post hoc tests. A *P* value of < 0.05 was considered significant.

## Supplementary information

Supplementary information accompanies this paper at https://doi.org/10.1186/s12989-020-00357-z.

**Additional file 1:** Fig. S1: Identification (A,B) and size measurement (C) by TEM of the TiO₂ particles and agglomerates present in the E171 sonicated suspension used for oral administration (n = 354).

**Additional file 2.** Fig. S2: Confocal identification of laser reflective particles present in the jejunal (A) or colonic lumen (C) at 4 h after feeding, and absent in control (ctrl) lumens (B,D). Bars = 10 µm

## Abbreviations

BW: Body weight; DAPI: 4',6-diamidino-2-phenylindole; EIPA: 5-(N-ethyl-N-isopropyl) amiloride; EU: European Union; FFS: Fluorescein sodium salt; FAE: Follicle-associated epithelium; GAP: GC-associated antigen passage; GC: Goblet cell; IBF: Intestinal barrier function; MβCD: Methyl-β-cyclodextrin; NP: Nanoparticle; P: Particle; PBS: Phosphate buffered saline; PP: Peyer's patches; RBC: Red blood cell; SED: Subepithelial dome; TAP: 2,4,6-triaminopyrimidine; TEM: Transmission electronic microscopy; TEM-EDX: Transmission electron microscopy energy-dispersive X-ray spectroscopy; TER: Transepithelial resistance; TJ: Tight junction

## Acknowledgements

The authors thank Armel Descamps and Laurent Weingarten (UMS 3623 - Microcharacterization center R. Castaing, Toulouse France) for conducting TEM-EDX analyses, Vanessa Soldan of the METI/TRI platform of Toulouse imagery for TEM analysis, Thierry Gauthier of Toxalim and the FRAIB platform for confocal microscopy, and Wilfried Brusten (VITO, Mol, Belgium) for ICP-MS analysis. The dye LD540 is a gift from Thiele C. (Max Planck Institute, Dresden, Germany).

## Ethical approval and consent to participate

All animal experiments were performed in accordance with the guidelines of European legislation (Council Directive 2010/63/UE) and French Decree 2013–118 on the protection of animals used for scientific purposes and were approved by the Local Animal Care and Use Committee (TOXCOM-0036-EH) of Toulouse Midi-Pyrénées (agreement CEEA-86). The animal facilities used are licensed by the relevant local authorities for rodents (agreement C31 555 13).

## Author contributions

C.C. and E.H. designed the study. C.C., C. Cartier, E.G., O.C., Q.P. and S.E.H. conducted the experiments. K.T. and I.N. performed the ICP-MS measurements. C.C. and E.H. analysed the data and wrote the paper. All of the authors reviewed the manuscript.

## Authors’ information

Not applicable

## Funding

This work was funded by the French Agency for Food, Environmental and Occupational Health & Safety (Anses) within the framework of the National Research Program for Environmental and Occupational Health (PNR-EST, NanoGut project 2013–2015), by the INRA through the "Nutrition, Chemical Food Safety and Consumer Behaviour" division (AlimH priority program 2013), and by the European Union's Horizon 2020 research and innovation programme under grant agreement No 720964 (project npSCOPE, www.npscope.eu).

## Availability of data and materials

Supplement data are available to upload at the end of the PDF format submitted.

## Consent for publication

Not applicable.

## Competing interests

The authors declare that they have no competing interest.

## Author details

¹Toxalim (Research Centre in Food Toxicology), Toulouse University, INRAE, ENVT, INP, Toulouse, France. ²LIPM, Université de Toulouse, INRAE, CNRS, Castanet-Tolosan, France. ³VITO (Flemish Institute for Technological Research), Mol, Belgium.

Received: 21 March 2019 Accepted: 29 May 2020

Published online: 11 June 2020

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