WU Feng-zhen, HU Jing-hong, LIU Zi-qing, et al. Medication Rules of Famous Doctors in Lingnan Bone Injury Based on LDA Thematic Model and Association Rules[J]. Chinese journal of experimental traditional medical formulae, 2017, 23(11): 214-219.
WU Feng-zhen, HU Jing-hong, LIU Zi-qing, et al. Medication Rules of Famous Doctors in Lingnan Bone Injury Based on LDA Thematic Model and Association Rules[J]. Chinese journal of experimental traditional medical formulae, 2017, 23(11): 214-219. DOI: 10.13422/j.cnki.syfjx.2017110214.
Objective: To dig up the medication rules used by famous doctors in Lingnan bone injury. Method: The database of Lingnan bone injury prescriptions were established through collecting and analyzing famous doctors' works
manuscripts
papers and other literature. Frequency analysis
Latent Dirichlet Allocation (LDA) thematic model and association rules were used to analyze their medication rules. Result: The literature of lingnan bone injury involved 802 prescriptions and 811 kinds of traditional Chinese medicine (TCM) herbs. The warm drugs were used most
accounting for 28.3%. The drugs categories were dominated by dissipating blood stasis drugs
tonifying deficiency drugs
Qi-regulating drugs
heat-clearing drugs
removing wind-dampness drugs
and interior-warming drugs. Five core prescriptions were obtained from the LDA thematic model
and the through association rules analysis
a total of 21 herbal pairs and herbal group association rules. The core herbs included Angelicae Sinensis Radix
Chuanxiong Rhizoma
Paeoniae Radix Alba
Paeoniae Radix Rubar and so on. Conclusion: The famous doctors of Lingnan bone injury emphasized the treatment of activating blood and resolving stasis. On this basis
the drugs showed obvious early
middle and late stages of drugs use for bone injury: in early stage
clearing heat and detoxicating
or emphasizing hemostasis
or opening orifice and waking up;in middle stage
both attacking and tonifying
or both tonifying liver and kidney;in late stage
mostly tonifying (tonifying Qi
blood and spleen)
combined with activating Qi
blood
and nourishing liver and kidney. On this basis
the medication also reflected the importance of invigorating spleen and eliminating dampness in characteristic treatment in Lingnan bone injury.