Related Experiment Video
Updated: Jul 5, 2025

Protocol for the Differentiation of Human Induced Pluripotent Stem Cells into Mixed Cultures of Neurons and Glia for Neurotoxicity Testing
Published on: June 9, 2017
Definition of the Neurotoxicity-Associated Metabolic Signature Triggered by Berberine and Other Respiratory Chain
Ilinca Suciu1,2, Johannes Delp1, Simon Gutbier1
1In Vitro Toxicology and Biomedicine, Department Inaugurated by the Doerenkamp-Zbinden Foundation, University of Konstanz, 78464 Konstanz, Germany.
Abstract:
To characterize the hits from a phenotypic neurotoxicity screen, we obtained transcriptomics data for valinomycin, diethylstilbestrol, colchicine, rotenone, 1-methyl-4-phenylpyridinium (MPP), carbaryl and berberine (Ber). For all compounds, the concentration triggering neurite degeneration correlated with the onset of gene expression changes. The mechanistically diverse toxicants caused similar patterns of gene regulation: the responses were dominated by cell de-differentiation and a triggering of canonical stress response pathways driven by ATF4 and NRF2. To obtain more detailed and specific information on the modes-of-action, the effects on energy metabolism (respiration and glycolysis) were measured. Ber, rotenone and MPP inhibited the mitochondrial respiratory chain and they shared complex I as the target. This group of toxicants was further evaluated by metabolomics under experimental conditions that did not deplete ATP. Ber (204 changed metabolites) showed similar effects as MPP and rotenone. The overall metabolic situation was characterized by oxidative stress, an over-abundance of NADH (>1000% increase) and a re-routing of metabolism in order to dispose of the nitrogen resulting from increased amino acid turnover. This unique overall pattern led to the accumulation of metabolites known as biomarkers of neurodegeneration (saccharopine, aminoadipate and branched-chain ketoacids). These findings suggest that neurotoxicity of mitochondrial inhibitors may result from an ensemble of metabolic changes rather than from a simple ATP depletion. The combi-omics approach used here provided richer and more specific MoA data than the more common transcriptomics analysis alone. As Ber, a human drug and food supplement, mimicked closely the mode-of-action of known neurotoxicants, its potential hazard requires further investigation.
Insights
Mitochondrial inhibitors cause neurotoxicity through complex metabolic shifts, not just ATP depletion. This study reveals shared molecular responses and unique metabolic biomarkers of neurodegeneration for compounds like berberine.
Area of Science:
- Neuroscience
- Toxicology
- Metabolomics
Background:
- Phenotypic screening identified neurotoxicants with diverse mechanisms.
- Transcriptomics revealed conserved gene expression patterns, including cell de-differentiation and stress responses mediated by ATF4 and NRF2.
Purpose of the Study:
- To characterize the modes-of-action of neurotoxicants using transcriptomics and metabolomics.
- To investigate the metabolic effects of mitochondrial inhibitors, specifically berberine, rotenone, and MPP.
- To identify biomarkers of neurodegeneration associated with mitochondrial dysfunction.
Main Methods:
- Transcriptomics analysis of neuronal cells exposed to seven neurotoxicants.
- Measurement of respiration and glycolysis to assess energy metabolism.
- Metabolomics profiling of berberine, rotenone, and MPP under non-ATP-depleting conditions.
Main Results:
- Neurotoxicants induced similar gene expression changes related to cell de-differentiation and stress pathways.
- Berberine, rotenone, and MPP inhibited mitochondrial complex I, leading to oxidative stress and altered metabolism.
- Metabolomics revealed increased NADH, nitrogen disposal pathways, and accumulation of neurodegeneration biomarkers like saccharopine and aminoadipate.
Conclusions:
- Neurotoxicity from mitochondrial inhibitors involves a complex interplay of metabolic changes beyond ATP depletion.
- A combi-omics approach provides deeper mechanistic insights than transcriptomics alone.
- Berberine's similar mode-of-action to known neurotoxicants warrants further safety evaluation.
Related Concept Videos
The Electron Transport Chain
Inhibitors of the electron transport chain
Rotenone, a widely used pesticide, prevents electron transfer from Fe-S cluster to ubiquinone or Q...
Electron Transport Chain: Complex I and II
ROS generation is regulated and maintained at moderate levels necessary...
Toxic Reactions: Overview
Toxicity falls into two primary categories: local and systemic.
Local toxicity appears at the exposure site, such as protein denaturation caused by caustic substances.
In contrast, systemic toxicity requires the toxic agent's absorption and distribution,...
Types of Toxins
Air pollutants, primarily gases, pose significant threats to respiratory health, leading to conditions like hypoxia, lung cancer, and in extreme cases, death.
Environmental pollutants like...
Phase I Reactions: Oxidation of Aliphatic and Aromatic Carbon-Containing Systems
Oxidation reactions are fundamental in aromatic carbon-containing systems. An example is the hydroxylation of phenobarbital, a process that transforms it into...
Antidotes
Specific antidotes operate by inhibiting the enzymes that control biochemical pathways, reducing the production of harmful metabolites.
An example of an antidote is atropine, which counteracts the detrimental effects of cholinesterase inhibitors. It achieves this by deactivating muscarinic receptors,...

