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In vitro and in silico approach methods for developmental neurotoxicity assessment: Examining acrylamide
Stockholm University, Faculty of Science, Department of Biochemistry and Biophysics.ORCID iD: 0000-0002-4886-9042
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Developmental neurotoxicity (DNT) is a branch of toxicology that examines the effects of chemicals on the developing nervous system. Traditional methods for assessing DNT mainly rely on animal testing, which raises ethical concerns, is time-consuming, and expensive. Consequently, there is a shift towards alternative methods, such as in vitro and in silico approaches, which offer faster and more efficient testing. The overall aim of this thesis was to contribute to the development and integration of alternative methods for DNT assessment, employing both in vitro and in silico techniques. In this work, the human neuroblastoma SH-SY5Y cell line was utilized as a robust, cost-effective, and easy-to-use model for DNT evaluation. Through RNA sequencing and morphological observation, it was determined that the SH-SY5Y cell line can differentiate into a more neuron-like phenotype (Paper I). Additionally, neurite outgrowth and the mRNA expression of genes important for neuronal development were studied by exposing the cells to chemicals known to induce DNT (Paper II). The thesis has also focused on acrylamide, a neurotoxic compound that may also cause DNT. In Paper I, it was found that acrylamide inhibited neuronal differentiation by suppressing neurite outgrowth at non-cytotoxic concentrations. Moreover, acrylamide altered the expression of several genes involved in the retinoic acid and CREB signaling pathways. The hypothesis that acrylamide impairs neuronal differentiation by depleting glutathione, leading to oxidative stress, was tested but not supported in the SH-SY5Y cells (Paper III). In Paper IV, we performed an in vitro to in vivo extrapolation by using a novel physiologically based toxicokinetic (PBTK) model for pregnant women, to assess the biological relevance of the acrylamide concentrations that affected neuronal differentiation of SH-SY5Y cells. The results revealed that doses that humans may be exposed to through food intake, resulted in fetal plasma acrylamide concentrations in the low nanomolar range. At these concentrations, attenuated neuronal differentiation has been observed in the SHSY5Y cells. Additionally, effects seen at micromolar concentrations were considered concerning for fetal health in cases of accidental exposure. In conclusion, human neuroblastoma SH-SY5Y cells can serve as a useful cell model for initial screening in DNT assessment, particularly for studying neuronal differentiation as a key neurodevelopmental process. Furthermore, this thesis suggests that acrylamide may pose a risk to the developing brain, as indicated by its effects on differentiation in SH-SY5Y cells and the extrapolation of in vitro concentrations to in vivo doses, by PBTK modeling. However, to validate these findings, further testing in more complex cell culture models is necessary.

Place, publisher, year, edition, pages
Stockholm: Department of Biochemistry and Biophysics, Stockholm University , 2024. , p. 71
Keywords [en]
Developmental neurotoxicity, in vitro, in silico, acrylamide, in vitro to in vivo extrapolation, SH-SY5Y, physiologically based toxicokinetic modelling
National Category
Biochemistry and Molecular Biology Pharmacology and Toxicology
Research subject
Neurochemistry with Molecular Neurobiology
Identifiers
URN: urn:nbn:se:su:diva-232557ISBN: 978-91-8014-923-5 (print)ISBN: 978-91-8014-924-2 (electronic)OAI: oai:DiVA.org:su-232557DiVA, id: diva2:1894913
Public defence
2024-10-18, Magnélisalen, Kemiska Övningslaboratoriet, Svante Arrhenius väg 16 B, and online via Zoom, public link is available at the department website, Stockholm, 09:00 (English)
Opponent
Supervisors
Available from: 2024-09-25 Created: 2024-09-04 Last updated: 2024-09-19Bibliographically approved
List of papers
1. Acrylamide alters CREB and retinoic acid signalling pathways during differentiation of the human neuroblastoma SH-SY5Y cell line
Open this publication in new window or tab >>Acrylamide alters CREB and retinoic acid signalling pathways during differentiation of the human neuroblastoma SH-SY5Y cell line
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2020 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 10, no 1, article id 16714Article in journal (Refereed) Published
Abstract [en]

Acrylamide (ACR) is a known neurotoxicant which crosses the blood-brain barrier, passes the placenta and has been detected in breast milk. Hence, early-life exposure to ACR could lead to developmental neurotoxicity. The aim of this study was to elucidate if non-cytotoxic concentrations of ACR alter neuronal differentiation by studying gene expression of markers significant for neurodevelopment in the human neuroblastoma SH-SY5Y cell model. Firstly, by using RNASeq we identified two relevant pathways that are activated during 9 days of retinoic acid (RA) induced differentiation i.e. RA receptor (RAR) activation and the cAMP response element-binding protein (CREB) signalling pathways. Next, by qPCR we showed that 1 and 70 mu M ACR after 9 days exposure alter the expression of 13 out of 36 genes in the RAR activation pathway and 18 out of 47 in the CREB signalling pathway. Furthermore, the expression of established neuronal markers i.e. BDNF, STXBP2, STX3, TGFB1 and CHAT were down-regulated. Decreased protein expression of BDNF and altered ratio of phosphorylated CREB to total CREB were confirmed by western blot. Our results reveal that micromolar concentrations of ACR sustain proliferation, decrease neurite outgrowth and interfere with signalling pathways involved in neuronal differentiation in the SH-SY5Y cell model.

National Category
Cell and Molecular Biology Biological Sciences
Identifiers
urn:nbn:se:su:diva-187616 (URN)10.1038/s41598-020-73698-6 (DOI)000577450900001 ()33028897 (PubMedID)
Available from: 2021-01-12 Created: 2021-01-12 Last updated: 2024-09-04Bibliographically approved
2. Evaluation of mRNA markers in differentiating human SH-SY5Y cells for estimation of developmental neurotoxicity
Open this publication in new window or tab >>Evaluation of mRNA markers in differentiating human SH-SY5Y cells for estimation of developmental neurotoxicity
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2023 (English)In: Neurotoxicology, ISSN 0161-813X, E-ISSN 1872-9711, Vol. 97, p. 65-77Article in journal (Refereed) Published
Abstract [en]

Current guidelines for developmental neurotoxicity (DNT) evaluation are based on animal models. These have limitations so more relevant, efficient and robust approaches for DNT assessment are needed. We have used the human SH-SY5Y neuroblastoma cell model to evaluate a panel of 93 mRNA markers that are frequent in Neuronal diseases and functional annotations and also differentially expressed during retinoic acid-induced differentiation in the cell model. Rotenone, valproic acid (VPA), acrylamide (ACR) and methylmercury chloride (MeHg) were used as DNT positive compounds. Tolbutamide, D-mannitol and clofibrate were used as DNT negative compounds. To determine concentrations for exposure for gene expression analysis, we developed a pipeline for neurite outgrowth assessment by live-cell imaging. In addition, cell viability was measured by the resazurin assay. Gene expression was analyzed by RT-qPCR after 6 days of exposure during differentiation to concentrations of the DNT positive compounds that affected neurite outgrowth, but with no or minimal effect on cell viability. Methylmercury affected cell viability at lower concentrations than neurite outgrowth, hence the cells were exposed with the highest non-cytotoxic concentration. Rotenone (7.3 nM) induced 32 differentially expressed genes (DEGs), ACR (70 µM) 8 DEGs, and VPA (75 µM) 16 DEGs. No individual genes were significantly dysregulated by all 3 DNT positive compounds (p < 0.05), but 9 genes were differentially expressed by 2 of them. Methylmercury (0.8 nM) was used to validate the 9 DEGs. The expression of SEMA5A (encoding semaphorin 5A) and CHRNA7 (encoding nicotinic acetylcholine receptor subunit α7) was downregulated by all 4 DNT positive compounds. None of the DNT negative compounds dysregulated any of the 9 DEGs in common for the DNT positive compounds. We suggest that SEMA5A or CHRNA7 should be further evaluated as biomarkers for DNT studies in vitro since they also are involved in neurodevelopmental adverse outcomes in humans.

Keywords
Developmental neurotoxicity, in vitro, mRNA markers, Live-cell imaging, Neurite outgrowth
National Category
Neurosciences
Identifiers
urn:nbn:se:su:diva-229648 (URN)10.1016/j.neuro.2023.05.011 (DOI)001010188500001 ()37210002 (PubMedID)2-s2.0-85160084104 (Scopus ID)
Available from: 2024-05-27 Created: 2024-05-27 Last updated: 2024-09-04Bibliographically approved
3. Attenuated neuronal differentiation caused by acrylamide is not related to oxidative stress in differentiated human neuroblastoma SH-SY5Y cells
Open this publication in new window or tab >>Attenuated neuronal differentiation caused by acrylamide is not related to oxidative stress in differentiated human neuroblastoma SH-SY5Y cells
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2024 (English)In: Food and Chemical Toxicology, ISSN 0278-6915, E-ISSN 1873-6351, Vol. 187, article id 114623Article in journal (Refereed) Published
Abstract [en]

Acrylamide (ACR) is a known neurotoxicant and developmental neurotoxicant. As a soft electrophile, ACR reacts with thiol groups in cysteine. One hypothesis of ACR induced neurotoxicity and developmental neurotoxicity (DNT) is conjugation with reduced glutathione (GSH) leading to GSH depletion, increased reactive oxygen species (ROS) production and further oxidative stress and cellular damage. In this regard, we have investigated the effect of ACR on neuronal differentiation, glutathione levels and ROS production in the human neuroblastoma SH-SY5Y cell model. After 9 days of differentiation and exposure, ACR significantly impaired area neurites per cell at non-cytotoxic concentrations (0.33 μM and 10 μM). Furthermore, 10 μM ACR dysregulated 9 mRNA markers important for neuronal development, 5 of them being associated with cytoskeleton organization and axonal guidance. At the non-cytotoxic concentrations that significantly attenuate neuronal differentiation, ACR did neither decrease the level of GSH or total glutathione levels, nor increased ROS production. In addition, the expression of 5 mRNA markers for cellular stress was assessed with no significant altered regulation after ACR exposure up to 320 μM. Thus, ACR-induced DNT is not due to GSH depletion and increased ROS production, neither at non-cytotoxic nor cytotoxic concentrations, in the SH-SH5Y model during differentiation.

Keywords
Acrylamide, Developmental neurotoxicity, Neurite outgrowth, Transcriptomics, Glutathione, Oxidative stress
National Category
Pharmacology and Toxicology
Identifiers
urn:nbn:se:su:diva-231173 (URN)10.1016/j.fct.2024.114623 (DOI)001224591600001 ()38554842 (PubMedID)2-s2.0-85189518508 (Scopus ID)
Available from: 2024-06-25 Created: 2024-06-25 Last updated: 2024-09-04Bibliographically approved
4. Developmental neurotoxicity evaluation of acrylamide based on in vitro to in vivo extrapolation by pregnancy PBTK modelling
Open this publication in new window or tab >>Developmental neurotoxicity evaluation of acrylamide based on in vitro to in vivo extrapolation by pregnancy PBTK modelling
(English)In: Toxicology, ISSN 0300-483X, E-ISSN 1879-3185Article in journal (Other academic) Submitted
Abstract [en]

Acrylamide (ACR) is a known neurotoxicant that can pass the placenta and has been detected in breast milk. Some in vivo and in vitro studies indicate that ACR exposure might lead to developmental neurotoxicity (DNT). Here, we have developed a physiologically-based toxicokinetic model for a pregnant human population using PK-Sim. We performed an in vitro to in vivo extrapolation (IVIVE) of data collected from human neuroblastoma SH-SY5Y cells exposed during differentiation to ACR. The developed PBTK model was successfully evaluated and predicted fetal plasma concentrations in the low nM range after exposing the model to an estimated average daily intake for pregnant women. The IVIVE showed that low concentrations of ACR (fM-nM) that induced attenuated differentiation of the SH-SY5Y neuronal cell model, were relevant for human exposure to ACR from oral intake. However, doses estimated in the IVIVE from concentrations in the µM range, were found to be unrealistic by exposure through food intake for an average daily intake. However, in case of exposure due to environmental pollution or occupational exposure, these concentrations may be reached in fetal plasma. The findings in this study raise the concern regarding ACR exposure during pregnancy as well as the relevance of testing concentrations in vitro that are several orders of magnitude higher than the predicted fetal plasma concentrations.

Keywords
Acrylamide, developmental neurotoxicity, physiologically based toxicokinetic modelling, in vitro to in vivo extrapolation
National Category
Pharmacology and Toxicology
Research subject
Toxicology; Neurochemistry and Neurotoxicology
Identifiers
urn:nbn:se:su:diva-233130 (URN)
Funder
Swedish Research Council, 2022-02738
Available from: 2024-09-02 Created: 2024-09-02 Last updated: 2024-09-10

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34567896 of 14
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