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Neurodegenerative disorders are characterized by a gradual but irreversible loss of neurological function. The ability to detect and treat these conditions successfully is crucial for ensuring the best possible quality of life for people who suffer from them. The development of effective new methods for managing and treating neurodegenerative illnesses has been made possible by recent developments in computer technology. In this overview, we take a look at the prospects for applying computational approaches, such as drug design, AI, ML, and DL, to the treatment of neurodegenerative diseases. To review the current state of the field, this article discusses the potential of computational methods for early disease detection, quantifying disease progression, and understanding the underlying biological mechanisms of neurodegenerative diseases, as well as the challenges associated with these approaches and potential future directions. Moreover, it delves into the creation of computational models for the individualization of care for neurodegenerative diseases. The article concludes with suggestions for future studies and clinical applications, highlighting the advantages and disadvantages of using computational techniques in the treatment of neurodegenerative diseases.
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http://dx.doi.org/10.2174/0118715273266095231009092603 | DOI Listing |
Parkinson's disease (PD) is the fastest-growing neurodegenerative disease in the world and appears to be an emerging epidemic in Africa, where counteractive measures have become necessary. Previous reports have highlighted the limited epidemiological and clinical PD research in Africa but overlooked the poor preclinical PD research output of the continent. Because preclinical research is a bedrock for translating basic scientific research into clinical practice, a weak preclinical research foundation can hamper advancement in epidemiological and clinical investigations.
View Article and Find Full Text PDFCrit Rev Anal Chem
September 2025
School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, India.
Neurodegenerative disorders (NDD) i.e., dementia of the Alzheimer's type, Parkinson's disease, Huntington's disease, and amyotrophic lateral sclerosis are a rising worldwide epidemic driven by aging populations and characterized by progressive neuronal impairment.
View Article and Find Full Text PDFBr J Nurs
September 2025
Senior Director Medical and Clinical Affairs, Convatec Technology Centre, Deeside, UK.
Background: The Neria™ Guard infusion set is indicated for the infusion of several medications for Parkinson's and pain-management therapy.
Aim: The aim of this study was to explore the impact of the Neria Guard infusion set on patients and health professionals from the perspective of nurses.
Method: Two surveys were distributed to nurses: one targeting nurses who use Neria Guard for Parkinson's patients, and one for those who use it for palliative care patients.
J Neurochem
September 2025
Division of Neurogeriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
Elucidating the earliest biological mechanisms underlying Alzheimer's disease (AD) is critical for advancing early detection strategies. While amyloid-β (Aβ) and tau pathologies have been central to preclinical AD research, the roles of peripheral biological processes in disease initiation remain underexplored. We investigated patterns of F-MK6240 tau positron emission tomography (PET) and peripheral inflammation across stages defined by Aβ burden and neuronal injury in n = 132 (64.
View Article and Find Full Text PDFNan Fang Yi Ke Da Xue Xue Bao
August 2025
School of Sports Medicine, Wuhan Sports University, Wuhan 430079, China.
Objectives: To investigate the effects of formulated granules of (TGY) on motor deficits in a mouse model of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced subacute Parkinson's disease (PD) and explore the possible molecular mechanisms.
Methods: Ninety C57BL/6 mice were randomized equally into 6 groups, including a control group, a PD model group, a NEC-1 (6.5 mg/kg) treatment group, two TGY treatment groups at 5 and 2.