BackgroundNeurodegeneration has been recognized as the main pathophysiological alteration in the majority of brain-related diseases. Despite contemporary attempts to provide acceptable medicinal therapies, the conclusion has not been much beneficial. Besides, the complex pathophysiological mechanisms behind neurodegenerative diseases (NDDs) urge the needs for finding novel multi-target agents. Accordingly, saffron with major active constituents and as multi-targeting agents have shown beneficial effects in modulating NDDs with higher efficacy and lower side effects. PurposeThe present study provides a systematic and comprehensive review of the existing in vitro, in vivo, and clinical data on the effectiveness, and signaling pathways of saffron and its key phytochemical components in the management of NDDs. The need to develop novel saffron delivery systems is also considered. MethodsStudies were identified through systematic and comprehensive searches in Science Direct, PubMed, and Scopus databases through April 30, 2024. The whole saffron major constituents (e.g., saffron, crocin, crocetin, picrocrocin, and safranal) and NDDs (e.g., neuro*, spinal cord injury, multiple sclerosis, amyotrophic lateral sclerosis, Huntington*, Parkinson*, Alzheimer*, and brain) were selected as keywords to find related studies. In the systematic analysis, 64 articles were directly included in the current study. Additional reports were added within a comprehensive review. ResultsSaffron and its active metabolites crocin, crocetin, safranal, and picrocrocin have shown acceptable efficacy in managing NDDs like Alzheimer's disease, Parkinson's disease, Attention deficit hyperactivity disorder, depression, and other NDDs via modulating apoptotic (e.g., caspases, Bax/Bcl-2, cytochrome c, and death receptors), inflammatory (e.g., NF-κB, IL-1β, IL-6, TNF-α, and COX-2), and oxidative strass (e.g., Nrf2, GSH, GPx, CAT, SOD, MDA, ROS, and nitrite) signaling pathways. The presented in vitro, in vivo, and clinical evidences showed us a better future of controlling NDDs with higher efficacy, while decreasing associated side effects with no significant toxicity. Additionally, employing novel delivery systems could increase the efficacy of saffron phytoconstituents to resolve the issues pharmacokinetic limitations. ConclusionSaffron and its major constituents employ anti-inflammatory, anti-apoptotic and antioxidant mechanisms in modulating several dysregulated-signaling pathways in NDDs. However, further research is necessary to elucidate the precise underlying mechanisms in exploring the feasibility of using saffron active compounds against NDDs. More studies should focus on dose-response relationships, long-term effects, highlighting key mechanisms, and designing more well-controlled clinical trials. Additionally, developing stable and cost-benefit novel delivery systems in future works helps to remove the pharmacokinetic limitations of saffron major constituents.