Parkinson's disease: Cause factors, measurable indicators, and early diagnosis

被引:120
作者
Bhat, Shreya [1 ]
Acharya, U. Rajendra [2 ,3 ,4 ]
Hagiwara, Yuki [2 ]
Dadmehr, Nahid
Adeli, Hojjat [5 ,6 ,7 ]
机构
[1] Manipal Inst Technol, Dept Biomed Engn, Manipal 576104, Karnataka, India
[2] Ngee Ann Polytech, Dept Elect & Comp Engn, Singapore 599489, Singapore
[3] SUSS Univ, Sch Sci & Technol, Dept Biomed Engn, Singapore 599491, Singapore
[4] Taylors Univ, Sch Med, Fac Hlth & Med Sci, Subang Jaya, Malaysia
[5] Ohio State Univ, Dept Biomed Informat, Columbus, OH 43210 USA
[6] Ohio State Univ, Dept Neurol, Columbus, OH 43210 USA
[7] Ohio State Univ, Dept Neurosci, Columbus, OH 43210 USA
关键词
Parkinson's disease; Genes; LRRK2; Substantia nigra; PINK1; Neuroimaging; GBA; EMOTIONAL STATE CLASSIFICATION; NEURAL-NETWORK; AUTOMATED DETECTION; EEG; MUTATIONS; SYSTEM; FEATURES; BRAIN; IDENTIFICATION; DEPRESSION;
D O I
10.1016/j.compbiomed.2018.09.008
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Parkinson's disease (PD) is a neurodegenerative disease of the central nervous system caused due to the loss of dopaminergic neurons. It is classified under movement disorder as patients with PD present with tremor, rigidity, postural changes, and a decrease in spontaneous movements. Comorbidities including anxiety, depression, fatigue, and sleep disorders are observed prior to the diagnosis of PD. Gene mutations, exposure to toxic substances, and aging are considered as the causative factors of PD even though its genesis is unknown. This paper reviews PD etiologies, progression, and in particular measurable indicators of PD such as neuroimaging and electrophysiology modalities. In addition to gene therapy, neuroprotective, pharmacological, and neural transplantation treatments, researchers are actively aiming at identifying biological markers of PD with the goal of early diagnosis. Neuroimaging modalities used together with advanced machine learning techniques offer a promising path for the early detection and intervention in PD patients.
引用
收藏
页码:234 / 241
页数:8
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