TY - JOUR
T1 - Gene–environment interactions in developmental neurotoxicity
T2 - A case study of synergy between chlorpyrifos and chd8 knockout in human brainspheres
AU - Modafferi, Sergio
AU - Zhong, Xiali
AU - Kleensang, Andre
AU - Murata, Yohei
AU - Fagiani, Francesca
AU - Pamies, David
AU - Hogberg, Helena T.
AU - Calabrese, Vittorio
AU - Lachman, Herbert
AU - Hartung, Thomas
AU - Smirnova, Lena
N1 - Funding Information:
S.M. and X.Z. conducted experiments and performed data analysis, S.M. contributed to manuscript preparation, Y.M. and A.K. conducted mass spectrometry analysis, F.F. supported experiments on neurite outgrowth and mass spectrometry, D.P. supported BrainSphere differentiation, H.T.H. and V.C. supported experimental design, H.L. generated the cell lines and differentiated induced pluripotent stem cells to neural progenitor cells, T.H. contributed to manuscript preparation, L.S. supervised the research of S.M., X.Z., and F.F., designed the experiments, conducted the data analysis/integration, and prepared the manuscript. We thank D. Costa for the graphical abstract design. We acknowledge Bloomberg Flow Cytometry and Immunology core and, in particular, T. Nilles. Metabolomics and gene expression elements of this study were supported by the Alternatives Research and Development Foundation as an Air Challenge grant. The study was supported by a U.S. Environmental Protection Agency Science to Achieve Results program grant (R839505). X.Z. was supported by a grant from the China Scholarship Council (201506370074).
Publisher Copyright:
© 2021, Public Health Services, US Dept of Health and Human Services. All rights reserved.
PY - 2021/7
Y1 - 2021/7
N2 - BACKGROUND: Autism spectrum disorder (ASD) is a major public health concern caused by complex genetic and environmental components. Mechanisms of gene–environment (G × E) interactions and reliable biomarkers associated with ASD are mostly unknown or controversial. Induced pluripotent stem cells (iPSCs) from patients or with clustered regularly interspaced short palindromic repeats and CRISPR-associated protein 9 (CRISPR/Cas9)-introduced mutations in candidate ASD genes provide an opportunity to study (G × E) interactions. OBJECTIVES: In this study, we aimed to identify a potential synergy between mutation in the high-risk autism gene encoding chromodomain helicase DNA binding protein 8 (CHD8) and environmental exposure to an organophosphate pesticide (chlorpyrifos; CPF) in an iPSC-derived human threedimensional (3D) brain model. METHODS: This study employed human iPSC-derived 3D brain organoids (BrainSpheres) carrying a heterozygote CRISPR/Cas9-introduced inactivating mutation in CHD8 and exposed to CPF or its oxon-metabolite (CPO). Neural differentiation, viability, oxidative stress, and neurite outgrowth were assessed, and levels of main neurotransmitters and selected metabolites were validated against human data on ASD metabolic derangements. RESULTS: Expression of CHD8 protein was significantly lower in CHD8 heterozygous knockout (CHD8+= − ) BrainSpheres compared with CHD8+=+ ones. Exposure to CPF/CPO treatment further reduced CHD8 protein levels, showing the potential (G × E) interaction synergy. A novel approach for validation of the model was chosen: from the literature, we identified a panel of metabolic biomarkers in patients and assessed them by targeted metabolomics in vitro. A synergistic effect was observed on the cholinergic system, S-adenosylmethionine, S-adenosylhomocysteine, lactic acid, tryptophan, kynurenic acid, and a-hydroxyglutaric acid levels. Neurite outgrowth was perturbed by CPF/CPO exposure. Heterozygous knockout of CHD8 in BrainSpheres led to an imbalance of excitatory/inhibitory neurotransmitters and lower levels of dopamine. DISCUSSION: This study pioneered (G × E) interaction in iPSC-derived organoids. The experimental strategy enables biomonitoring and environmental risk assessment for ASD. Our findings reflected some metabolic perturbations and disruption of neurotransmitter systems involved in ASD. The increased susceptibility of CHD8+= − BrainSpheres to chemical insult establishes a possibly broader role of (G × E) interaction in ASD. https://doi.org/10.1289/EHP8580.
AB - BACKGROUND: Autism spectrum disorder (ASD) is a major public health concern caused by complex genetic and environmental components. Mechanisms of gene–environment (G × E) interactions and reliable biomarkers associated with ASD are mostly unknown or controversial. Induced pluripotent stem cells (iPSCs) from patients or with clustered regularly interspaced short palindromic repeats and CRISPR-associated protein 9 (CRISPR/Cas9)-introduced mutations in candidate ASD genes provide an opportunity to study (G × E) interactions. OBJECTIVES: In this study, we aimed to identify a potential synergy between mutation in the high-risk autism gene encoding chromodomain helicase DNA binding protein 8 (CHD8) and environmental exposure to an organophosphate pesticide (chlorpyrifos; CPF) in an iPSC-derived human threedimensional (3D) brain model. METHODS: This study employed human iPSC-derived 3D brain organoids (BrainSpheres) carrying a heterozygote CRISPR/Cas9-introduced inactivating mutation in CHD8 and exposed to CPF or its oxon-metabolite (CPO). Neural differentiation, viability, oxidative stress, and neurite outgrowth were assessed, and levels of main neurotransmitters and selected metabolites were validated against human data on ASD metabolic derangements. RESULTS: Expression of CHD8 protein was significantly lower in CHD8 heterozygous knockout (CHD8+= − ) BrainSpheres compared with CHD8+=+ ones. Exposure to CPF/CPO treatment further reduced CHD8 protein levels, showing the potential (G × E) interaction synergy. A novel approach for validation of the model was chosen: from the literature, we identified a panel of metabolic biomarkers in patients and assessed them by targeted metabolomics in vitro. A synergistic effect was observed on the cholinergic system, S-adenosylmethionine, S-adenosylhomocysteine, lactic acid, tryptophan, kynurenic acid, and a-hydroxyglutaric acid levels. Neurite outgrowth was perturbed by CPF/CPO exposure. Heterozygous knockout of CHD8 in BrainSpheres led to an imbalance of excitatory/inhibitory neurotransmitters and lower levels of dopamine. DISCUSSION: This study pioneered (G × E) interaction in iPSC-derived organoids. The experimental strategy enables biomonitoring and environmental risk assessment for ASD. Our findings reflected some metabolic perturbations and disruption of neurotransmitter systems involved in ASD. The increased susceptibility of CHD8+= − BrainSpheres to chemical insult establishes a possibly broader role of (G × E) interaction in ASD. https://doi.org/10.1289/EHP8580.
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U2 - 10.1289/EHP8580
DO - 10.1289/EHP8580
M3 - Article
C2 - 34259569
AN - SCOPUS:85111242311
SN - 0091-6765
VL - 129
JO - Environmental Health Perspectives
JF - Environmental Health Perspectives
IS - 7
M1 - 077001
ER -