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1.
BMC Neurosci ; 24(1): 56, 2023 10 24.
Article in English | MEDLINE | ID: mdl-37875799

ABSTRACT

BACKGROUND: Imaging of in vitro neuronal differentiation and measurements of cell morphologies have led to novel insights into neuronal development. Live-cell imaging techniques and large datasets of images have increased the demand for automated pipelines for quantitative analysis of neuronal morphological metrics. RESULTS: ANDA is an analysis workflow that quantifies various aspects of neuronal morphology from high-throughput live-cell imaging screens of in vitro neuronal cell types. This tool automates the analysis of neuronal cell numbers, neurite lengths and neurite attachment points. We used chicken, rat, mouse, and human in vitro models for neuronal differentiation and have demonstrated the accuracy, versatility, and efficiency of the tool. CONCLUSIONS: ANDA is an open-source tool that is easy to use and capable of automated processing from time-course measurements of neuronal cells. The strength of this pipeline is the capability to analyse high-throughput imaging screens.


Subject(s)
Neurites , Neurons , Mice , Rats , Animals , Humans , Neurites/physiology , Neurogenesis/physiology , Image Processing, Computer-Assisted/methods , Cell Count
2.
bioRxiv ; 2023 Apr 28.
Article in English | MEDLINE | ID: mdl-37162841

ABSTRACT

Background: Imaging of in vitro neuronal differentiation and measurements of cell morphologies has led to novel insights into neuronal development. Live-cell imaging techniques and large datasets of images has increased the demand for automated pipelines for quantitative analysis of neuronal morphological metrics. Results: We present ANDA, an analysis workflow for quantification of various aspects of neuronal morphology from high-throughput live-cell imaging screens. This tool automates the analysis of neuronal cell numbers, neurite lengths and neurite attachment points. We used rat, chicken and human in vitro models for neuronal differentiation and have demonstrated the accuracy, versatility, and efficiency of the tool. Conclusions: ANDA is an open-source tool that is easy to use and capable of automated processing from time-course measurements of neuronal cells. The strength of this pipeline is the capability to analyse high-throughput imaging screens.

3.
Toxicol Appl Pharmacol ; 449: 116130, 2022 08 15.
Article in English | MEDLINE | ID: mdl-35714712

ABSTRACT

Epidemiological studies have linked long-term/high-dose usage of paracetamol (N-acetyl-para-aminophenol, APAP) during pregnancy to adverse neuropsychiatric outcomes, primarily attention-deficit hyperactive disorder (ADHD), in the offspring. Though variable, ADHD has been associated with phenotypic alterations characterized by reductions in grey matter densities and aberrations in structural connectivity, effects which are thought to originate in neurodevelopment. We used embryonic chicken cerebellar granule neurons (CGNs) and neuronally differentiating human NTERA2 cells (NT2Ns) to investigate the in vitro effects of APAP on cell viability, migration, neuritogenesis, and the intracellular levels of various proteins involved in neurodevelopment as well as in the maintenance of the structure and function of neurites. Exposure to APAP ranging from 100 to 1600 µM yielded concentration- and time-dependent reductions in cell viability and levels of neurite arborization, as well as reductions in the levels of the cytoskeletal protein ß2-spectrin, with the highest APAP concentration resulting in between 50 and 75% reductions in the aforementioned metrics over the course of 72 h. Exposure to APAP also reduced migration in the NT2Ns but not CGNs. Moreover, we found concentration- and time-dependent increases in punctate aggregation of the cytoskeletal protein ß3-tubulin following exposure to APAP in both cell model systems, with the highest APAP concentration approximately doubling the number of aggregates over 72-120 h. Our findings demonstrate that APAP negatively perturbs neurite arborization degree, with concurrent reductions in the protein levels of ß2-spectrin and disruption of the integrity of ß3-tubulin, both proteins of which play important roles in neuronal structure and function.


Subject(s)
Acetaminophen , Neuronal Plasticity , Acetaminophen/adverse effects , Animals , Cell Line , Chick Embryo , Cytoskeletal Proteins , Female , Humans , Neuronal Plasticity/drug effects , Neurons/drug effects , Pregnancy , Spectrin , Tubulin
4.
Toxicol Lett ; 338: 85-96, 2021 Mar 01.
Article in English | MEDLINE | ID: mdl-33309997

ABSTRACT

Disruption of neurite outgrowth is a marker for neurotoxicity. Persistent organic pollutants (POPs) are potential developmental neurotoxicants. We investigated their effect on neurite outgrowth in PC12 rat pheochromocytoma cells, in absence or presence of nerve growth factor (NGF), an inducer of neuronal differentiation. Cells were exposed for 72 h to a defined mixture of POPs with chemical composition and concentrations based on blood levels in the Scandinavian population. We also evaluated perfluorooctane sulfonic acid (PFOS) alone, the most abundant compound in the POP mixture. Only higher concentrations of POP mixture reduced tetrazolium salt (MTT) conversion. High-content analysis showed a decrease in cell number, but no changes for nuclear and mitochondrial cellular health parameters. Robust glutathione levels were observed in NGF-differentiated cells. Live imaging, using the IncuCyte ZOOM platform indicated ongoing cell proliferation over time, but slower in presence of NGF. The pollutants did not inhibit neuritogenesis, but rather increased NGF-induced neurite length. PFOS induced neurite outgrowth to about 50 % of the level seen with the POP mixture. Neither the POP mixture nor PFOS affected neurite length in the absence of NGF. Our observations indicate that realistic complex mixtures of environmental pollutants can affect neuronal connectivity via NGF-induced neurite outgrowth.


Subject(s)
Alkanesulfonic Acids/toxicity , Environmental Pollutants/toxicity , Fluorocarbons/toxicity , Nerve Growth Factor/pharmacology , Neurites/drug effects , Neuronal Outgrowth/drug effects , Neurotoxicity Syndromes/etiology , Animals , Cell Survival/drug effects , Glutamate-Cysteine Ligase/genetics , Glutamate-Cysteine Ligase/metabolism , Glutathione/metabolism , Neurites/metabolism , Neurites/pathology , Neurotoxicity Syndromes/metabolism , Neurotoxicity Syndromes/pathology , PC12 Cells , Rats , Time Factors
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