In recent times, endocrine disrupting chemicals (EDCs) have been associated with the rise in neurodevelopmental disorders such as autism, attention deficit hyperactivity disorder (ADHD) and decreased intelligence quotient (IQ) in children. This effect is suspected to be induced at pre-/peri-natal development, via an alteration in hormonal signaling, thus interfering with neuronal differentiation, with subsequent effect on normal brain development and function in exposed children. This issue increases the need for chemical screening for potential developmental neurotoxicity (DNT) effect. The current available EDC induced DNT test guideline is based on in-vivo testing that requires animal use. Here, a multipotent neural progenitor cell line, the C17.2 cell-line, generated from neural stem cells of the external germinal layer of mouse cerebellum, with potential to differentiate to neurons or astrocytes, is introduced for in-vitro EDC induced DNT testing. This project focused on optimizing the C17.2 cell-line for the detection of EDC-induced DNT with emphasis on the disruption of the oestrogen, androgen, and thyroid hormone systems. It aimed at validating the involvement of oestrogen, androgen, and thyroid hormone on molecular and cellular endpoints relevant for the differentiation of the C17.2 cells.  Herein, the cells were exposed to the hormonal agonist and antagonist at a range of concentrations for a 10-day differentiation period. After exposure, LDH, viability assay and morphological changes (percentage of neurons in culture and neurite outgrowth) were evaluated. The results showed no morphological changes induced by androgen receptor (AR) agonist/antagonist at relevant physiological concentrations. The thyroid receptor (TR) agonist and antagonist on the other hand showed a response in the form of increased neurite outgrowth in relation to the negative control at a concentration range of 40-200 nM and 40 nM respectively. The oestrogen receptor (ER) antagonist at 100 nM also increased percentage neuron in culture. Additionally, in-silico analysis of microarray and RNA sequencing data were used to map out target genes regulated by ER, AR and TR and involved in neurodevelopment. With this approach, 29 marker genes were identified. Validation of the marker genes by means of gene expression (qPCR) was carried out, ER and TR agonist/antagonist were observed to modulate the expression of examined genes. In summary, the model could not be established for detecting EDC induced DNT via androgenic and oestrogenic pathway, while it is a promising model for identifying DNT induced by thyroid hormone signalling disruption.