池奎龙, 温静, 张霞, 等. 电针治疗脑卒中后遗症文献的可视化数据挖掘与分析Network visual data mining and analysis of literature on electroacupuncture treatment of post-stroke sequelae[J]. 针刺研究, 2023,48(5):508-514.
CHI Kui-long, WEN Jing, ZHANG Xia, et al. Network visual data mining and analysis of literature on electroacupuncture treatment of post-stroke sequelae[J]. Acupuncture research, 2023, 48(5): 508-514.
池奎龙, 温静, 张霞, 等. 电针治疗脑卒中后遗症文献的可视化数据挖掘与分析Network visual data mining and analysis of literature on electroacupuncture treatment of post-stroke sequelae[J]. 针刺研究, 2023,48(5):508-514. DOI: 10.13702/j.1000-0607.20220096.
CHI Kui-long, WEN Jing, ZHANG Xia, et al. Network visual data mining and analysis of literature on electroacupuncture treatment of post-stroke sequelae[J]. Acupuncture research, 2023, 48(5): 508-514. DOI: 10.13702/j.1000-0607.20220096.
电针治疗脑卒中后遗症文献的可视化数据挖掘与分析Network visual data mining and analysis of literature on electroacupuncture treatment of post-stroke sequelae
Objective To analyze the optimum stimulating parameters and acupoint combination law of electroacupuncture(EA) treatment of post-stroke sequelae(PSS) through the network visual data mining and analysis of the literature
so as to provide reference for clinical application. Methods The related articles of acupuncture treatment of PSS patients published from January 1
2005 to December 31
2021 were collected from databases of CNKI
Wanfang
Weipu(VIP)
SinoMed
CHAOXING
DUXIU
PubMed
Ovid
Embase and Cochrane Library. After the articles were screened according to our formulated inclusion and exclusion criteria
a “Clinical Literature Database of EA Treatment of PSS” was established. The SPSS Modeler14.1 software was used for modeling(by using the parameters of EA
types of apoplexy sequelae
names of acupoints
methods of acupoint matching
acupoint-attributed meridians
etc.) and association rule analysis
and the Cytoscape 3.6.0 software was used for data network visualization analysis. Results A total of 354 articles were collected
including 13 types of PSS
among which the hemi-plegia accounts for the highest proportion(51.13%)
followed by depression(17.51%) and dysphagia(14.97%). A total of 228 acupoints are used
with a total frequency-time of 1 690. Among the 8 PSS(hemiplegia
depression
dysphagia
cognitive impairment
urinary incontinence
urinary retention
speech disorders
constipation) with the frequency of application of acupoints greater than or equal to 3
275 articles are involved
with the frequency of dense wave being the highest(123 times)
followed by continuous waves(95 times). The stimulation frequency of EA appears 275 times
with the low frequency being the highest(188 times). For hemiplegia type of PSS
low frequency and continuous waves or dense waves are mostly used
and the high correlation acupoint groups are Zusanli(ST36)/Hegu(LI4)
LI4/Quchi(LI11) and ST36/LI11. For depression
low frequency and dense waves are mostly used
and the high correlation acupoint groups are Baihui(GV20)/Yintang(EX-HN3)
GV20/Shenting(GV24) and GV20/Neiguan(PC6). For swallowing disorder
the mostly used stimulation parameter is low frequency
and the high correlation acupoint groups are Lianquan(CV23)/ST36/Fenglong(ST40)
Tongli(HT5)/Yifeng(TE17)/PC6/ST40
and TE17/HT5/PC6/LI4. Conclusion EA therapy is frequently used in the treatment of PSS
for which ST36
LI4 and LI11 are most frequently used in the treatment of hemiplegia
with the stimulation parameters being low-frequency and continuous waves or dense waves. For depression
GV20
EX-HN3
GV24 and PC6 are used
with the stimulation parameters being low frequency and dense waves. For dysphagia