Objective This study aimed to examine and propagate the medication experience and group formula of traditional Chinese medicine(TCM)Master XIONG Jibo in diagnosing and treat-ing arthralgia syndrome(AS)through data min...Objective This study aimed to examine and propagate the medication experience and group formula of traditional Chinese medicine(TCM)Master XIONG Jibo in diagnosing and treat-ing arthralgia syndrome(AS)through data mining.Methods Data of outpatient cases of Professor XIONG Jibo were collected from January 1,2014 to December 31,2018,along with cases recorded in A Real Famous Traditional Chinese Medicine Doctor:XIONG Jibo's Clinical Medical Record 1,which was published in December 2019.The five variables collected from the patients’data were TCM diagnostic information,TCM and western medicine diagnoses,syndrome,treatment,and prescription.A database was established for the collected data with Excel.Using the Python environment,a custom-ized modified natural language processing(NLP)model for the diagnosis and treatment of AS by Professor XIONG Jibo was established to preprocess the data and to analyze the word cloud.Frequency analysis,association rule analysis,cluster analysis,and visual analysis of AS cases were performed based on the Traditional Chinese Medicine Inheritance Computing Platform(V3.0)and RStudio(V4.0.3).Results A total of 610 medical records of Professor XIONG Jibo were collected from the case database.A total of 103 medical records were included after data screening criteria,which comprised 187 times(45 kinds)of prescriptions and 1506 times(125 kinds)of Chinese herbs.The main related meridians were the liver,spleen,and kidney meridians.The properties of Chinese herbs used most were mainly warm,flat,and cold,while the flavors of herbs were mainly bitter,pungent,and sweet.The main patterns of AS included the damp heat,phlegm stasis,and neck arthralgia.The most commonly used herbs for AS were Chuanniuxi(Cyathu-lae Radix),Huangbo(Phellodendri Chinensis Cortex),Cangzhu(Atractylodis Rhizoma),Qinjiao(Gentianae Macrophyllae Radix),Gancao(Glycyrrhizae Radix et Rhizoma),Huangqi(Astragali Radix),and Chuanxiong(Chuanxiong Rhizoma).The most common effect of the herbs was“promoting blood circulation and removing blood stasis”,followed by“supple-menting deficiency(Qi supplementing,blood supplementing,and Yang supplementing)”,and“dispelling wind and dampness”.The data were analyzed with the support≥15%and con-fidence=100%,and after de-duplication,five second-order association rules,39 third-order association rules,39 fourth-order association rules,and two fifth-order association rules were identified.The top-ranking association rules of each were“Cangzhu(Atractylodis Rhizoma)→Huangbo(Phellodendri Chinensis Cortex)”“Cangzhu(Atractylodis Rhizoma)+Chuanniuxi(Cyathulae Radix)→Huangbo(Phellodendri Chinensis Cortex)”“Chuanniuxi(Cyathulae Radix)+Danggui(Angelicae Sinensis Radix)+Gancao(Glycyrrhizae Radix et Rhizoma)→Qinjiao(Gentianae Macrophyllae Radix)”and“Chuanniuxi(Cyathulae Radix)+Danggui(Angelicae Sinensis Radix)+Gancao(Glycyrrhizae Radix et Rhizoma)+Huangbo(Phello-dendri Chinensis Cortex)→Qinjiao(Gentianae Macrophyllae Radix)”,respectively.Five clusters were obtained using cluster analysis of the top 30 herbs.The herbs were mainly dry-ing dampness,supplementing Qi,and promoting blood circulation.The main prescriptions of AS were Ermiao San(二妙散),Gegen Jianghuang San(葛根姜黄散),and Huangqi Chongteng Yin(黄芪虫藤饮).The herbs of core prescription included Cangzhu(Atractylodis Rhizoma),Chuanniuxi(Cyathulae Radix),Gancao(Glycyrrhizae Radix et Rhizoma),Huangbo(Phellodendri Chinensis Cortex),Mugua(Chaenomelis Fructus),Qinjiao(Gentianae Macro-phyllae Radix),Danggui(Angelicae Sinensis Radix),and Yiyiren(Coicis Semen).Conclusion Clearing heat and dampness,relieving collaterals and pain,and invigorating Qi and blood are the most commonly used therapies for the treatment of AS by Professor XIONG Jibo.Additionally,customized NLP model could improve the efficiency of data mining in TCM.展开更多
More than 40 medical history works and classical medical literatures about the theory and prescription of arthralgia syndrome treated from eliminating pathogen and strengthening vital qi were sorted out,summarized and...More than 40 medical history works and classical medical literatures about the theory and prescription of arthralgia syndrome treated from eliminating pathogen and strengthening vital qi were sorted out,summarized and analyzed,and the theory of treating arthralgia syndrome from eliminating pathogenic factors including dampness,heat,cold,phlegm and blood stasis,and strengthening vital qi basically reflected the academic thought of treating Bi syndrome from eliminating pathogen and strengthening vital qi in traditional Chinese medicine books.展开更多
A 19-year-old Japanese woman was referred to us with the complaints of arthralgia and meralgia following human papillomavirus (HPV) vaccination. She received HPV vaccination at the age of 15 years and three years late...A 19-year-old Japanese woman was referred to us with the complaints of arthralgia and meralgia following human papillomavirus (HPV) vaccination. She received HPV vaccination at the age of 15 years and three years later, she developed intermittent arthralgia, meralgia, and numbness in limbs. There were no orthostatic dysregulation symptoms. She had hypertelorism, and brachydactyly in both the hands, and revealed mild cubitus varus deformity with lateral instability. X-ray examination disclosed hypoplasia of the humeral capitellum and trochlea in elbow joints. G-banded chromosomes were shown to be composed of 48, XXXX. She was, therefore, diagnosed with XXXX syndrome, which explained the reason for her limb symptoms. Although some girls with HPV vaccination complain of various symptoms including limb pain and numbness, exact underlying cause of these symptoms needs to be ascertained carefully for reaching a final diagnosis.展开更多
目的系统评价雷火灸治疗腰椎间盘突出症的疗效。方法研究者通过PubMed、Web of Science、Embase、Cochrane Library、中国知网、万方数据、维普数据库,查询关于雷火灸治疗腰椎间盘突出症的RCT,检索时间为自建库到2023年3月27日,严格筛选...目的系统评价雷火灸治疗腰椎间盘突出症的疗效。方法研究者通过PubMed、Web of Science、Embase、Cochrane Library、中国知网、万方数据、维普数据库,查询关于雷火灸治疗腰椎间盘突出症的RCT,检索时间为自建库到2023年3月27日,严格筛选,提取有效数据,运用RevMan 5.4软件进行Meta分析。结果12项文献被纳入此研究,总样本量有1041例,其中试验组521例,对照组520例。Meta分析结果显示,与对照组相比,加用雷火灸的试验组在临床总有效率、VAS评分、JOA腰椎功能、ODI改善方面治疗效果更好,P<0.001。结论雷火灸治疗腰椎间盘突出症患者有一定疗效,可有效缓解患者疼痛、腿麻等不适症状,未来还需大样本、高质量的随机对照试验来增强其循证依据。展开更多
基金Project of State Administration of Traditional Chinese Medicine(GZY-YZS-2019-45)The Horizontal Project of Hunan Medical College(HYH-2021Y-KJ-6-33)+1 种基金Scientific Research Project of Hunan Provincial Department of Education in 2021(21C0223)Natural Science Foundation of Hunan Province in 2022(1524)。
文摘Objective This study aimed to examine and propagate the medication experience and group formula of traditional Chinese medicine(TCM)Master XIONG Jibo in diagnosing and treat-ing arthralgia syndrome(AS)through data mining.Methods Data of outpatient cases of Professor XIONG Jibo were collected from January 1,2014 to December 31,2018,along with cases recorded in A Real Famous Traditional Chinese Medicine Doctor:XIONG Jibo's Clinical Medical Record 1,which was published in December 2019.The five variables collected from the patients’data were TCM diagnostic information,TCM and western medicine diagnoses,syndrome,treatment,and prescription.A database was established for the collected data with Excel.Using the Python environment,a custom-ized modified natural language processing(NLP)model for the diagnosis and treatment of AS by Professor XIONG Jibo was established to preprocess the data and to analyze the word cloud.Frequency analysis,association rule analysis,cluster analysis,and visual analysis of AS cases were performed based on the Traditional Chinese Medicine Inheritance Computing Platform(V3.0)and RStudio(V4.0.3).Results A total of 610 medical records of Professor XIONG Jibo were collected from the case database.A total of 103 medical records were included after data screening criteria,which comprised 187 times(45 kinds)of prescriptions and 1506 times(125 kinds)of Chinese herbs.The main related meridians were the liver,spleen,and kidney meridians.The properties of Chinese herbs used most were mainly warm,flat,and cold,while the flavors of herbs were mainly bitter,pungent,and sweet.The main patterns of AS included the damp heat,phlegm stasis,and neck arthralgia.The most commonly used herbs for AS were Chuanniuxi(Cyathu-lae Radix),Huangbo(Phellodendri Chinensis Cortex),Cangzhu(Atractylodis Rhizoma),Qinjiao(Gentianae Macrophyllae Radix),Gancao(Glycyrrhizae Radix et Rhizoma),Huangqi(Astragali Radix),and Chuanxiong(Chuanxiong Rhizoma).The most common effect of the herbs was“promoting blood circulation and removing blood stasis”,followed by“supple-menting deficiency(Qi supplementing,blood supplementing,and Yang supplementing)”,and“dispelling wind and dampness”.The data were analyzed with the support≥15%and con-fidence=100%,and after de-duplication,five second-order association rules,39 third-order association rules,39 fourth-order association rules,and two fifth-order association rules were identified.The top-ranking association rules of each were“Cangzhu(Atractylodis Rhizoma)→Huangbo(Phellodendri Chinensis Cortex)”“Cangzhu(Atractylodis Rhizoma)+Chuanniuxi(Cyathulae Radix)→Huangbo(Phellodendri Chinensis Cortex)”“Chuanniuxi(Cyathulae Radix)+Danggui(Angelicae Sinensis Radix)+Gancao(Glycyrrhizae Radix et Rhizoma)→Qinjiao(Gentianae Macrophyllae Radix)”and“Chuanniuxi(Cyathulae Radix)+Danggui(Angelicae Sinensis Radix)+Gancao(Glycyrrhizae Radix et Rhizoma)+Huangbo(Phello-dendri Chinensis Cortex)→Qinjiao(Gentianae Macrophyllae Radix)”,respectively.Five clusters were obtained using cluster analysis of the top 30 herbs.The herbs were mainly dry-ing dampness,supplementing Qi,and promoting blood circulation.The main prescriptions of AS were Ermiao San(二妙散),Gegen Jianghuang San(葛根姜黄散),and Huangqi Chongteng Yin(黄芪虫藤饮).The herbs of core prescription included Cangzhu(Atractylodis Rhizoma),Chuanniuxi(Cyathulae Radix),Gancao(Glycyrrhizae Radix et Rhizoma),Huangbo(Phellodendri Chinensis Cortex),Mugua(Chaenomelis Fructus),Qinjiao(Gentianae Macro-phyllae Radix),Danggui(Angelicae Sinensis Radix),and Yiyiren(Coicis Semen).Conclusion Clearing heat and dampness,relieving collaterals and pain,and invigorating Qi and blood are the most commonly used therapies for the treatment of AS by Professor XIONG Jibo.Additionally,customized NLP model could improve the efficiency of data mining in TCM.
基金"Project of Strengthening Health through Science and Education"of Wuxi Health Commission:Study on the Effect of Huli Powder on Anti-inflammation and Bone Metabolism of Hand Osteoarthritis(2016,No.ZDRCPY013)Study on the Key Technology of"Yiqi Tongluo"Therapy of Wumen for Osteoarthritis(SS201876).
文摘More than 40 medical history works and classical medical literatures about the theory and prescription of arthralgia syndrome treated from eliminating pathogen and strengthening vital qi were sorted out,summarized and analyzed,and the theory of treating arthralgia syndrome from eliminating pathogenic factors including dampness,heat,cold,phlegm and blood stasis,and strengthening vital qi basically reflected the academic thought of treating Bi syndrome from eliminating pathogen and strengthening vital qi in traditional Chinese medicine books.
文摘A 19-year-old Japanese woman was referred to us with the complaints of arthralgia and meralgia following human papillomavirus (HPV) vaccination. She received HPV vaccination at the age of 15 years and three years later, she developed intermittent arthralgia, meralgia, and numbness in limbs. There were no orthostatic dysregulation symptoms. She had hypertelorism, and brachydactyly in both the hands, and revealed mild cubitus varus deformity with lateral instability. X-ray examination disclosed hypoplasia of the humeral capitellum and trochlea in elbow joints. G-banded chromosomes were shown to be composed of 48, XXXX. She was, therefore, diagnosed with XXXX syndrome, which explained the reason for her limb symptoms. Although some girls with HPV vaccination complain of various symptoms including limb pain and numbness, exact underlying cause of these symptoms needs to be ascertained carefully for reaching a final diagnosis.
文摘目的系统评价雷火灸治疗腰椎间盘突出症的疗效。方法研究者通过PubMed、Web of Science、Embase、Cochrane Library、中国知网、万方数据、维普数据库,查询关于雷火灸治疗腰椎间盘突出症的RCT,检索时间为自建库到2023年3月27日,严格筛选,提取有效数据,运用RevMan 5.4软件进行Meta分析。结果12项文献被纳入此研究,总样本量有1041例,其中试验组521例,对照组520例。Meta分析结果显示,与对照组相比,加用雷火灸的试验组在临床总有效率、VAS评分、JOA腰椎功能、ODI改善方面治疗效果更好,P<0.001。结论雷火灸治疗腰椎间盘突出症患者有一定疗效,可有效缓解患者疼痛、腿麻等不适症状,未来还需大样本、高质量的随机对照试验来增强其循证依据。
