Acupuncture enhances brain function in patients with mild cognitive impairment: evidence from a functional-near infrared spectroscopy study

被引:18
|
作者
Khan, M. N. Afzal [1 ]
Ghafoor, Usman [1 ]
Yoo, Ho-Ryong [2 ]
Hong, Keum-Shik [1 ]
机构
[1] Pusan Natl Univ, Sch Mech Engn, Busan, South Korea
[2] Daejeon Univ, Dunsan Hosp, Dept Neurol Disorders, Daejeon, South Korea
基金
新加坡国家研究基金会;
关键词
acupuncture; Alzheimer's disease; cognition; convolutional neural network; functional connectivity; functional-near infrared spectroscopy; hemodynamic response; linear discriminant analysis; mild cognitive impairment; ALZHEIMERS-DISEASE; NEURAL-NETWORK; SYSTEM; CONNECTIVITY; OXYGENATION; ACUPOINTS; RECOVERY;
D O I
10.4103/1673-5374.332150
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Mild cognitive impairment (MCI) is a precursor to Alzheimer's disease. It is imperative to develop a proper treatment for this neurological disease in the aging society. This observational study investigated the effects of acupuncture therapy on MCI patients. Eleven healthy individuals and eleven MCI patients were recruited for this study. Oxy- and deoxy-hemoglobin signals in the prefrontal cortex during working-memory tasks were monitored using functional near-infrared spectroscopy. Before acupuncture treatment, working-memory experiments were conducted for healthy control (HC) and MCI groups (MCI-0), followed by 24 sessions of acupuncture for the MCI group. The acupuncture sessions were initially carried out for 6 weeks (two sessions per week), after which experiments were performed again on the MCI group (MCI-1). This was followed by another set of acupuncture sessions that also lasted for 6 weeks, after which the experiments were repeated on the MCI group (MCI-2). Statistical analyses of the signals and classifications based on activation maps as well as temporal features were performed. The highest classification accuracies obtained using binary connectivity maps were 85.7% HC vs. MCI-0, 69.5% HC vs. MCI-1, and 61.69% HC vs. MCI-2. The classification accuracies using the temporal features mean from 5 seconds to 28 seconds and maximum (i.e, max(5:28 seconds)) values were 60.6% HC vs. MCI-0, 56.9% HC vs. MCI-1, and 56.4% HC vs. MCI-2. The results reveal that there was a change in the temporal characteristics of the hemodynamic response of MCI patients due to acupuncture. This was reflected by a reduction in the classification accuracy after the therapy, indicating that the patients' brain responses improved and became comparable to those of healthy subjects. A similar trend was reflected in the classification using the image feature. These results indicate that acupuncture can be used for the treatment of MCI patients.
引用
收藏
页码:1850 / 1856
页数:7
相关论文
共 50 条
  • [1] Acupuncture enhances brain function in patients with mild cognitive impairment:evidence from a functional-near infrared spectroscopy study
    M.N.Afzal Khan
    Usman Ghafoor
    Ho-Ryong Yoo
    Keum-Shik Hong
    Neural Regeneration Research, 2022, 17 (08) : 1850 - 1856
  • [2] Investigation of brain functional connectivity in patients with mild cognitive impairment: A functional near-infrared spectroscopy (fNIRS) study
    Nguyen, Thien
    Kim, Minhee
    Gwak, Jeonghwan
    Lee, Jang J.
    Choi, Kyu Y.
    Lee, Kun H.
    Kim, Jae G.
    JOURNAL OF BIOPHOTONICS, 2019, 12 (09)
  • [3] Photobiomodulation Enhances Memory Processing in Older Adults with Mild Cognitive Impairment: A Functional Near-Infrared Spectroscopy Study
    Chan, Agnes S.
    Lee, Tsz-Lok
    Hamblin, Michael R.
    Cheung, Mei-Chun
    JOURNAL OF ALZHEIMERS DISEASE, 2021, 83 (04) : 1471 - 1480
  • [4] Diagnosis of Mild Cognitive Impairment Using Cognitive Tasks: A Functional Near-Infrared Spectroscopy Study
    Yoo, So-Hyeon
    Woo, Seong-Woo
    Shin, Myung-Jun
    Yoon, Jin A.
    Shin, Yong-Il
    Hong, Keum-Shik
    CURRENT ALZHEIMER RESEARCH, 2020, 17 (13) : 1145 - 1160
  • [5] Mild cognitive impairment estimation based on functional near-infrared spectroscopy
    Huang, Yi-Hua
    Chen, Wei-Yu
    Liu, Yao-Hong
    Li, Ting-Ying
    Lin, Ching-Po
    Cheong, Pou-Leng
    Wang, Yi-Min
    Jeng, Jiann-Shing
    Sun, Chia-Wei
    Wu, Chau-Chung
    JOURNAL OF BIOPHOTONICS, 2024, 17 (01)
  • [6] Cortical cognitive processing during reading captured using functional-near infrared spectroscopy
    Ceko, Marta
    Hirshfield, Leanne
    Doherty, Emily
    Southwell, Rosy
    D'Mello, Sidney K.
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [7] Functional Network Alterations in Patients With Amnestic Mild Cognitive Impairment Characterized Using Functional Near-Infrared Spectroscopy
    Li, Rihui
    Rui, Guoxing
    Zhao, Chunli
    Wang, Chushan
    Fang, Feng
    Zhang, Yingchun
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 28 (01) : 123 - 132
  • [8] Cognitive training based on functional near-infrared spectroscopy neurofeedback for the elderly with mild cognitive impairment: a preliminary study
    Lee, Ilju
    Kim, Dohyun
    Kim, Sehwan
    Kim, Hee Jung
    Chung, Un Sun
    Lee, Jung Jae
    FRONTIERS IN AGING NEUROSCIENCE, 2023, 15
  • [9] Effect of acupuncture on patients with mild cognitive impairment assessed using functional near-infrared spectroscopy on week 12 (close-out): a pilot study protocol
    Jung, Eun-Sun
    Lee, Jun-Hwan
    Kim, Hyun-Tae
    Park, Sang-Soo
    Kim, Ji-Eun
    Cha, Ji-Yoon
    Seol, In-Chan
    Choi, Young-Eun
    Yoo, Ho-Ryong
    INTEGRATIVE MEDICINE RESEARCH, 2018, 7 (03) : 287 - 295
  • [10] Prefrontal functional connectivity analysis of cognitive decline for early diagnosis of mild cognitive impairment: a functional near-infrared spectroscopy study
    Yu, Jin-Woo
    Lim, Sung-Ho
    Kim, Bomin
    Kim, Eunho
    Kim, Kyungsoo
    Park, Sungkyu
    Byun, Youngseok
    Sakong, Joon
    Choi, Ji-Woong
    BIOMEDICAL OPTICS EXPRESS, 2020, 11 (04): : 1725 - 1741