A 3D graph depicting the predicted and calculated activity of a specific chlorinated steroid (122) as a potential treatment for neurodegenerative diseases, specifically Alzheimer’s and Parkinson’s diseases. The graph provides insights into the relationship between the activity of the compound and its potential efficacy in treating these conditions. Neurodegenerative diseases, such as Alzheimer’s disease and Parkinson’s disease, are characterized by the progressive loss of structure and function of neurons in the central nervous system. These diseases often lead to cognitive decline, motor impairments, and various neurological symptoms. The predicted and calculated activity values shown on the graph represent the potency or effectiveness of the chlorinated steroid in terms of its activity against neurodegenerative diseases. With a confidence level of over 92%, the graph indicates a high degree of certainty in the accuracy of the predicted and calculated activity values. The exploration of chlorinated steroids for their potential therapeutic effects in neurodegenerative diseases is an important area of research. These compounds may interact with various molecular targets and pathways involved in the pathogenesis of these diseases, potentially slowing down or preventing neuronal degeneration, reducing inflammation, or promoting neuroprotective mechanisms. It is crucial to note that further research, including preclinical and clinical studies, is necessary to fully understand the mechanisms of action, therapeutic potential, and safety profile of the specific chlorinated steroid (122) and other compounds in the treatment of neurodegenerative diseases. Developing effective treatments for Alzheimer’s and Parkinson’s diseases remains a significant challenge, and ongoing research is vital in advancing our understanding and finding novel therapeutic strategies. The study of chlorinated steroids and their potential role in neurodegenerative diseases provides hope for the development of new therapeutic interventions that can improve the quality of life for individuals affected by these devastating conditions.