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
相关论文
共 50 条
  • [1] The early diagnosis of Parkinson's disease
    Brooks, DJ
    ANNALS OF NEUROLOGY, 1998, 44 (03) : S10 - S18
  • [2] Early diagnosis in Parkinson's disease
    Juri Claveria, Carlos Andres
    Uribe San Martin, Reinaldo
    SALUD I CIENCIA, 2009, 16 (08): : 839 - 844
  • [3] EARLY DIAGNOSIS OF PARKINSON'S DISEASE
    Gaenslen, Alexandra
    Berg, Daniela
    TRANSCRANIAL SONOGRAPHY IN MOVEMENT DISORDERS, 2010, 90 : 81 - 92
  • [4] Early diagnosis of Parkinson's disease
    Spiegel, Joerg
    Storch, Alexander
    Jost, Wolfgang H.
    JOURNAL OF NEUROLOGY, 2006, 253 (Suppl 4) : 2 - 7
  • [5] Early diagnosis of Parkinson’s disease
    Jörg Spiegel
    Alexander Storch
    Wolfgang H. Jost
    Journal of Neurology, 2006, 253 : iv2 - iv7
  • [6] Early diagnosis of Parkinson's disease
    Georg Becker
    Antje Müller
    Stefan Braune
    Thomas Büttner
    Reiner Benecke
    Wolfgang Greulich
    Wolfgang Klein
    Günter Mark
    Jürgen Rieke
    Reiner Thümler
    Journal of Neurology, 2002, 249 (Suppl 3) : iii40 - iii48
  • [7] Accuracy of the Early Diagnosis of Parkinson's Disease
    Beach, Thomas G.
    Adler, Charles H.
    Shill, Holly A.
    Zhang, Nan
    Driver-Dunckley, Erika D.
    Mehta, Shyamal H.
    Serrano, Geidy E.
    MOVEMENT DISORDERS, 2023, 38 (08) : 1573 - 1574
  • [8] Issues in the early diagnosis of Parkinson's disease
    Koller, WC
    Montgomery, EB
    NEUROLOGY, 1997, 49 (01) : S10 - S25
  • [9] Approaches to the Early Diagnosis of Parkinson’s Disease
    Katunina E.A.
    Ilina E.P.
    Sadekhova G.I.
    Gaisenuk E.I.
    Neuroscience and Behavioral Physiology, 2020, 50 (4) : 393 - 400
  • [10] Methods for the early diagnosis of Parkinson's disease
    Becker, G
    NERVENARZT, 2003, 74 (Suppl 1): : S7 - S11