HHO optimized support vector machine classifier for traditional Chinese medicine syndrome differentiation of diabetic retinopathy

AIM:To develop a classifier for traditional Chinese medicine(TCM)syndrome differentiation of diabetic retinopathy(DR),using optimized machine learning algorithms,which can provide the basis for TCM objective and intelligent syndrome differentiation.METHODS:Collated data on real-world DR cases were collected.A variety of machine learning methods were used to construct TCM syndrome classification model,and the best performance was selected as the basic model.Genetic Algorithm(GA)was used for feature selection to obtain the optimal feature combination.Harris Hawk Optimization(HHO)was used for parameter optimization,and a classification model based on feature selection and parameter optimization was constructed.The performance of the model was compared with other optimization algorithms.The models were evaluated with accuracy,precision,recall,and F1 score as indicators.RESULTS:Data on 970 cases that met screening requirements were collected.Support Vector Machine(SVM)was the best basic classification model.The accuracy rate of the model was 82.05%,the precision rate was 82.34%,the recall rate was 81.81%,and the F1 value was 81.76%.After GA screening,the optimal feature combination contained 37 feature values,which was consistent with TCM clinical practice.The model based on optimal combination and SVM(GA_SVM)had an accuracy improvement of 1.92%compared to the basic classifier.SVM model based on HHO and GA optimization(HHO_GA_SVM)had the best performance and convergence speed compared with other optimization algorithms.Compared with the basic classification model,the accuracy was improved by 3.51%.CONCLUSION:HHO and GA optimization can improve the model performance of SVM in TCM syndrome differentiation of DR.It provides a new method and research idea for TCM intelligent assisted syndrome differentiation.

Regularity of syndrome differentiation and treatment of traditional Chinese medicine for Henoch-Schonlein purpura based on data mining techniques

Objective:This study aims to explore the regularity of syndrome differentiation and treatment of traditional Chinese medicine(TCM)for allergic purpura.Methods:CNKI,Weipu Chinese science and technology database,wanfang medical network database,and Chinese biomedical literature database were searched for eligible studies.Medical records including complete patient personal information,patient symptoms,TCM syndromes,treatment,and medication were included.The data was analyzed using the Chinese medicine heritage support platform provided by the Chinese Academy of Chinese medicine(V2.5).Results:Differentiation of health gas camp blood was the most commonly used method of differentiation of symptoms and signs in famous veteran TCM.The treatment included cooling blood,activating blood circulation,clearing heat and detoxifying toxins,removing blood stasis and stopping bleeding.Honeysuckle,Forsythia suspensa,cicada slough and other drugs were interrelated.Potential drug pair combinations and drug networks showed the basic drug composition of Qingying Decoction.According to the entropy cluster analysis,28 core drug combination and 12 new formulations were obtained.Conclusion:The regularity of syndrome differentiation and treatment of traditional Chinese medicine for Henoch-Schonlein purpura based on the famous and old TCM doctors was complex.Further researches are still needed.

Clinical Research of Traditional Chinese Medicine Fumigation and Washing Combined with Rehabilitation Training in the Treatment of Post-Apoplexy Shoulder-Hand Syndrome

Objective:To observe the clinical effect of traditional Chinese medicine fumigation and washing combined with routine rehabilitation training on post-stroke shoulder and hand syndrome(SHS).Comparing and analysing the effects of this treatment on the living ability of patients with post-stroke shoulder and hand syndrome.Methods:Fifty patients with post-stroke SHS who met the inclusion criteria were divided into observation group and control group by random number table method with 25 cases in each group.Both groups were given post-stroke secondary prophylactic drugs,while the control group was given routine rehabilitation training,20-30 minutes at a time,once a day,5 days a week,4 weeks as a course of treatment.On the basis of treatment in the control group,the observation group was combined with traditional Chinese medicine fumigation and washing,decocted with water to extract 3,000-4,000 ml juice,and added into the medicine bath bucket to soak the affected limb for 30-40 minutes,once a day,5 days a week,4 weeks as a course of treatment.The changes of upper limb edema degree,Numeric Rating Scale(NRS)score,Barthel index(MBI)and Fugl-Meyer Rating(FMA)scores before and after treatment were observed between the two groups,and the differences of clinical efficacy between the two groups were compared.Results:After treatment,the total effective rate in observation group was significantly better than that in control group(P<0.05).After treatment,the degree in upper limb edema in the two groups was significantly reduced(P<0.05),NRS score was decreased(P<0.05).Barthel index and FMA score were significantly increased(P<0.05),and the degree of upper limb edema and NRS score in the observation group were significantly lower than those in the control group(P<0.05).Barthel index and FMA score were significantly higher than those in the control group(P<0.05).Conclusion:The combination of traditional Chinese medicine fuming and washing with rehabilitation training has a better therapeutic effect on SHS,and the clinical efficacy of the former is more significant than that of single rehabilitation training.In clinical application,the former shows low cost,simple and easy operation,high acceptance by patients,and is conducive to promotion and use.

Study on the Correlation between Syndrome Differentiation of Malignant Pleural Effusion Treated by External Treatment of Traditional Chinese Medicine and Immunohistochemistry of Biopsy Tissue Based on Medical Video-assisted Thoracoscope

Objective:Guided by the theory of syndrome differentiation of yin and yang in traditional Chinese medicine surgery,through visual observation of internal medicine thoracoscope,comprehensive observation of pleural cavity and immunohistochemistry of biopsy tissue,to classify malignant pleural effusion according to syndrome differentiation,and to explore the scientific nature of its theory.Methods:From March 1,2014 to February 28,2015,40 cases of malignant pleural effusion were treated in Beijing Chaoyang Hospital affiliated to Capital Medical University.According to the proposed TCM diagnostic criteria for yin and yang syndrome differentiation,and collect age,gender,course of disease,clinical symptoms,tumor primary focus,histomorphological manifestations and immunohistochemical results and other related information,and carry out statistical data processing.Results:The positive syndrome was mainly metastatic lung adenocarcinoma,which accounted for the majority of all MPE cases,up to 75%.The immunohistochemical results of biopsy tissues were mainly CEA and TTF-1 positive;While pleural effusion caused by pleural mesothelioma was the main type of yin syndrome,and the results of immunohistochemistry combined with biopsy were mainly positive for D2-40,Calretinin,WT-1 and CK5/6.Conclusion:TCM syndrome differentiation of MPE based on internal thoracoscopy combined with biopsy immunohistochemical results has sufficient theoretical basis and certain scientific nature,and further clinical research is needed to verify its effectiveness and practicability in the future.

Traditional Chinese medicine combined with low-dose glucocorticoid for treating nephrotic syndrome: A case report

Nephrotic syndrome(NS)is a common refractory clinical disease that can develop into end-stage renal disease(ESRD)if cannot be controlled.At present,in Western medicine,glucocorticoid or immunosuppressant drugs with heavy dose and long course are used for the therapy of NS.There are still few reports on the combined treatment of traditional Chinese medicine and low-dose glucocorticoid for NS.Here,we reported a case of a 48-year-old man diagnosed with NS,accompanied by severe pulmonary infection,abundant proteinuria,and pleural effusion.Integrated traditional Chinese and Western medicine was used as the therapeutic regimen of this patient.Traditional Chinese medicine(TCM)mainly focused on invigorating spleen and kidney,promoting blood circulation,removing blood stasis and promoting diuresis,and Chinese patent medicines or TCM immunosuppressants were given to consolidate the treatment.In Western medicine,small dose and short course glucocorticoids combined with symptomatic treatment were adopted.Delightfully,proteinuria subsided after 5 months treatment with integrated TCM and Western medicine and all laboratory reports were negative after 10 months,which has been normal so far(July 2019).This case report indicates that the combination of TCM and low-dose glucocorticoid is effective in curing NS,with low recurrence rate and few side effects.

The combination of disease and Zheng (syndrome) on the basic of differentiation of six channels:a new pattern of disease diagnosis and treatment of traditional Chinese medicine

传统中医形成于2000多年前并且一直发展至今,中医治疗疾病的角度有其特殊性.证是传统中医理论中的重要概念.证是对机体在疾病发展过程中某一阶段的病理概括.辨证论治是中医认识疾病和治疗疾病的基本原则,是中医学对疾病的一种特殊的研究和处理方法.在东汉时期,医圣张仲景在《伤寒杂病论》中提出了用六经辨证的方法去诊断和治疗疾病.他根据病人证的不同把疾病分成了六种疾病即六经病.根据张仲景的分类标准,六经病几乎可以包含所有的疾病.而且,六经病的传变是有规律的.因此,我们提出了一个新的假说:在六经辨证的基础上通过病证结合进行中医诊断及治疗,从而有利于我们更好地把握和理解疾病,使疾病的治疗更加方便、快捷、有效.

Clinical distribution and molecular profiling on postoperative colorectal cancer patients with different traditional Chinese medicine syndromes

Background:Traditional Chinese medicine(TCM)syndrome,also named syndrome,are comprehensive and integral analyses of clinical information which helps to guide different individualized treatment prescriptions.Methods:Thirty healthy controls and 80 colorectal cancer(CRC)patients(including 33 Spleen Qi Deficiency syndrome,23 Dampness Heat syndrome,17 Blood Stasis syndrome and 7 other syndrome)were enrolled into this study.Human mRNAs were extracted from peripheral blood mononuclear cells.The gene expression for CRC patients with different TCM syndrome was determined by microarray and qRT-PCR.Results:Spleen Qi Deficiency,Dampness Heat and Blood Stasis were the most common syndromes in CRC patients.There is a significant difference was found in mRNA expression levels(especially for PIK3CA,STAT3,SOX9 and KDM5C)among Spleen Qi Deficiency,Dampness Heat and Blood Stasis syndrome groups.The higher mRNA levels of JNK1,TP53,MLH1,MSH6,PMS2,SOCS3,TCF7L2,FAM123B,PSAP,FBXW7,SALL4 and the lower expression of inflammatory cytokine IL-6 were found in Spleen Qi Deficiency group but not other syndrome types.The higher mRNA levels of KRAS,MUC16,EGFR,GRASP65,PIK3CA,MAPK7,CD24,STAT3,SLC11A1,Bcl-2,TXNDC17 and some inflammatory cytokines(IL-6,IL-23,TNF-a,CXCR4)were found in Dampness Heat group but not other syndrome types.Blood Stasis syndrome showed higher expression of SOX9,MLH1,MSH6,KDM5C,PCDH11X,PSAP and SALL4,and lower mRNA levels of PIK3CA,CD24,STAT3,CXCR4,TXNDC17 and TP53.The CRC patients with Dampness Heat syndrome might have a poor prognosis than other syndrome types.Conclusion:The identification of syndrome conditions had different impacts on CRC prognosis,and which might be related with different mRNA expression levels.Some oncogenes and pro-inflammatory cytokines were highly expressed in Dampness Heat group but not other syndrome types,suggesting that the CRC patients with Dampness Heat syndrome might have a poor prognosis.Our results prelimitarily uncovered the molecular basis of syndrome differences in CRC prognosis,a better understanding for TCM treatment of CRC.

Structural and functional characteristics of microbiota in oropharynx of sub-healthy children with gastrointestinal heat retention syndrome differentiated by traditional Chinese medicine

Objective:To explore the structural and functional characteristics of microbiota in oropharynx of subhealthy children with gastrointestinal heat retention syndrome(GHRS)differentiated by traditional Chinese medicine,and screen the biometric operational taxonomic units(OTUs)to assist the clinical diagnosis.Methods:We recruited children according to the“GHRS diagnostic scale”,collected their oropharyngeal swabs,and sequenced the 16 SrDNA V4 region.We described the bacterial structure with alpha-indexes,beta-distances,and relative abundances;moreover,we screened the differential genera/OTUs with Wilcoxon rank-sum test,Metagenome Seq analysis,and linear discriminant analysis effect size(LEf Se)analysis,in which biometric OTUs were selected to construct the receiver operating characteristic curve to verify the diagnostic value.The bacterial function was predicted with Kyoto Encyclopedia of Genes and Genomes pathways according to 16S rDNA gene by using Phylogenetic Investigation of Communities by Reconstruction of Unobserved States.Results:The study population was composed of 10 children with GHRS and 10 healthy control children.GHRS children were more likely to overeat(gluttony,P=.033).Alpha-indexes,such as Sobs,abundancebased coverage estimator,Bootstrap,and Qstat,were significantly higher in the GHRS group,while betadistances did not exhibit any significant intergroup differences.There were 9 differently distributed nonpredominant genera between the groups in Wilcoxon rank-sum test,as well as 13 non-predominant genera in Metagenome Seq analysis and 3 non-predominant OTUs in LEfSe analysis.OTU44 and OTU196 were used to construct the receiver operating characteristic curve,and the area under curve was 0.92.Predicted functions showed that pathways related to oxidative phosphorylation and carbon metabolism were enriched in healthy control samples,while the pathway related to renin secretion was remarkably enriched in GHRS samples.Conclusion:Unique oropharyngeal microbial structure and function were identified in GHRS children.OTU44 and OTU196 were specific OTUs,which could be used as biomarkers of GHRS to assist clinical diagnosis.

Analysis on the Law of Chinese Medicine Use of Ulcerative Colitis and TCM Syndrome Differentiation and Treatment

Ulcerative colitis is a kind of inflammatory bowel disease.The disease is slow and easy to relapse.Western medicine treatment mainly focuses on symptomatic treatment,which has certain side effects on liver and kidney function.Ulcerative colitis has unique advantages in disease,so by studying a large amount of information,mainly from the law of traditional Chinese medicine use of UC,and a brief summary of the treatment of TCM syndromes,this article provide s ideas and basis for clinical diagnosis and treatment of the disease.

Traditional Chinese medicine syndromes of chronic hepatitis B with precore mutant

AIM: This study aims at exploring the distribution of TCM syndromes in CHB patients with HBV pre-core mutation (1896) and the relationship between pre-core mutation and T lymphocytes subgroup, through which to provide objective data on clinical syndrome differentiation of TCM,and further to suggest the therapeutic principle and guide clinical treatment.METHODS: One hundred and forty CHB patients were evenly divided into two study groups, HBV pre-core mutant group and HBV pre-core wild-type group. Besides, 30 healthy blood donors were selected as a healthy control group.HBV-labeled compound, T lymphocytes subgroup, and HBV-DNA pre-core mutant were tested in the study groups.T lymphocytes subgroup were also tested in the control group. All the patients were both diagnosed by syndrome differentiation of TCM and western medicine.RESULTS: The most common syndrome in mutant group was damp-heat combined with blood stasis, and the most common syndrome in the wild-type group was dampheat stasis in the middle-jiao. There were more cases of medium and severe hepatitis in mutant group than that in wild-type group. The content of CD4+ lymphocytes and CD4+/CD8+ ratio were decreased gradually (healthy control group>wild-type group>mutant group). In the wild-type group, severe and medium CHB patients had considerably lower level of them than mild CHB patients. However, in the mutant group, the opposite result appeared. Meanwhile,the content of HBV-DNA in mutant group was higher than that in wild-type group.CONCLUSION: Damp, heat, toxin and blood stasis were the basic pathogens of CHB, whether pre-core mutant or not. CHB with precore mutant may lead to more severe hepatitis. The decreased content of CD4+ lymphocytes and ratio of CD4+/CD8+ may be taken as one of the indices in confirming the deficiency syndrome of CHB patients with pre-core mutation.

Traditional Chinese Medicine Automated Diagnosis Based on Knowledge Graph Reasoning

Syndrome differentiation is the core diagnosis method of Traditional Chinese Medicine(TCM).We propose a method that simulates syndrome differentiation through deductive reasoning on a knowledge graph to achieve automated diagnosis in TCM.We analyze the reasoning path patterns from symptom to syndromes on the knowledge graph.There are two kinds of path patterns in the knowledge graph:one-hop and two-hop.The one-hop path pattern maps the symptom to syndromes immediately.The two-hop path pattern maps the symptom to syndromes through the nature of disease,etiology,and pathomechanism to support the diagnostic reasoning.Considering the different support strengths for the knowledge paths in reasoning,we design a dynamic weight mechanism.We utilize Naïve Bayes and TF-IDF to implement the reasoning method and the weighted score calculation.The proposed method reasons the syndrome results by calculating the possibility according to the weighted score of the path in the knowledge graph based on the reasoning path patterns.We evaluate the method with clinical records and clinical practice in hospitals.The preliminary results suggest that the method achieves high performance and can help TCM doctors make better diagnosis decisions in practice.Meanwhile,the method is robust and explainable under the guide of the knowledge graph.It could help TCM physicians,especially primary physicians in rural areas,and provide clinical decision support in clinical practice.

Quantitative and Qualitative Investigation of Traditional Chinese Medicine Nursing Protocols for Type 2 Diabetes Mellitus

Objective:To analyze the implementation status of traditional Chinese medicine(TCM)nursing protocols for type 2 diabetes mellitus.Methods:Totally 420 hospitalized patients with type 2 diabetes mellitus were given TCM nursing protocols by syndrome differentiation.A quantitative and qualitative investigation was conducted to patients who received TCM nursing and nurses who performed TCM nursing techniques.Results:According to the self-evaluation outcomes of patients,TCM nursing protocols were effective to relieve polydipsia,polyuria,fatigue and other symptoms.Patients exhibited a high level of compliance with nursing techniques such as auricular point pressing,acupoint massage,Chinese herbal foot-bath and moxibustion.The interview showed that patients could benefit from the TCM nursing protocols,and nurses considered that application of TCM nursing protocols could enhance their awareness of TCM knowledge and practice skills.Conclusion:The application of TCM nursing protocols is effective to relieve clinical symptoms of type 2 diabetes mellitus.It can also improve the knowledge level and practice skills of nurses in TCM hospitals.

Traditional Chinese medicine nursing protocols for herpes zoster

Herpes zoster is a viral infection caused by the reactivation of endogenous latent varicella zoster virus resulting in varicella,characterized by pain and vesicles in the restricted dermatomal distribution that occurs along the nerves w ith dormant virus. Postherpetic neuralgia( PHN) is the most common sequela of herpes zoster,occurs or persists after the rash has resolved. It is currently recognized that both herpes zoster and PHN have a substantial impact on the patients' quality of life and daily activities. In recent years,traditional Chinese medicine( TCM)has show n a certain effect in the treatment of herpes zoster. This article mainly explored the key points of common syndromes,TCM nursing methods and health guidance of herpes zoster in order to further develop the advantages of TCM,improve its efficacy and standardize its nursing behavior.

Traditional Chinese Medicine nursing protocols for colorectal polyps

Colorectal polyps are thought to be the potential precursors to colorectal cancer(CRC).Endoscopic removal of these polyps is conductive to decreasing the risk of deaths due to CRC,but for some complex colorectal polyps,they have to be resected surgically instead of endoscopic removal.However,surgical excision is associated with higher morbidity and mortality.Recently,traditional Chinese medicine(TCM)has shown a better therapeutic effect on improving the quality of life and reducing the recurrence in patients with colorectal polyps.Therefore,this article primarily investigated the key points of common syndromes,TCM nursing methods and healthy guidance of colorectal polyps,aiming at maintaining and developing the strengths of TCM,improving its efficacy and standardizing its behavior.

Traditional Chinese Medicine nursing protocols for psoriasis vulgaris（英文）

Psoriasis is a common chronic inflammatory skin disease with a spectrum of clinical phenotypes including psoriasis vulgaris, pustular psoriasis, guttate psoriasis and erythrodermic psoriasis, in which psoriasis vulgaris is most common. In recent years, Traditional Chinese Medicine(TCM) has attracted widespread attention in the treatment of psoriasis because of better efficacy and a lower incidence of adverse reactions. In TCM, psoriasis is considered to be caused by blood heat and the stagnation of Qi and blood. This article primarily investigated the key points of common syndromes, TCM nursing methods and healthy guidance of psoriasis vulgaris, aiming at maintaining and developing the strengths of TCM, improving its efficacy and standardizing its behavior.

Traditional Chinese Medicine Nursing Protocols for Wheezing Disease(Bronchial Asthma)

Wheezing disease( bronchial asthma) is a common but refractory disease among pulmonary diseases. It tends to attack repeatedly,and is difficult to be cured. In recent years,some studies have shown that effective traditional Chinese medicine( TCM) nursing interventions on the wheezing disease can significantly ameliorate the treatment compliance of patients,reduce the attack and improve the quality of life. Therefore,it is important for patients with different patterns of syndrome to receive effective and reasonable TCMnursing intervention. This article mainly explored the key points of common syndromes,TCMnursing methods and health guidance of wheezing disease in order to further develop the advantages of TCM,improve its efficacy and standardized its nursing behavior.

Traditional Chinese medicine nursing protocols for chronic obstructive pulmonary disease

Chronic obstructive pulmonary disease(COPD)is a complex respiratory disorder,characterized by chronic airflow limitation and an elevated inflammatory response of the airways.The people with COPD are more likely to develop comorbidities,with significant impacts on patients'quality of life,exacerbation frequency,and survival.Traditional Chinese medicine(TCM)exhibits good therapeutic effects on improving the clinical symptoms,lung function and quality of life in patients with COPD.Herein,this article primarily summarized the key points of common syndromes,TCM nursing methods and healthy guidance of COPD,aiming at maintaining and developing the strengths of TCM,improving its efficacy and standardizing its behavior.

Traditional Chinese Medicine nursing protocols for paroxysmal atrial fibrillation

Atrial fibrillation(AF), the most common cardiac arrhythmia worldwide, is associated with a higher risk of mortality and morbidity, in which paroxysmal atrial fibrillation(PAF) approximately accounts for 25%-60% of AF. Anti-arrhythmic drugs(AAD) have been used to treat different indications of AF for a long time, but its use is limited due to potential proarrhythmic cardiovascular and non-cardiovascular toxicity as well as the modest impact on the maintenance of sinus rhythm. Recently, Traditional Chinese Medicine(TCM) exhibits an excellent effect on PAF. This article primarily investigated the key points of common syndromes, TCM nursing methods and healthy guidance of PAF, aiming at maintaining and developing the strengths of TCM, improving its efficacy and standardizing its behavior.

Clinical Experience in the Treatment of Vulvovaginal Candida Disease with Integrated Traditional Chinese and Western Medicine

Summarizing two cases of vaginal candidiasis,cured by integrated traditional Chinese and western medicine in clinical work,it is found that the combination of traditional Chinese and western medicine has a significant effect on the treatment of this disease.The curative effect is outstanding,and the recurrence rate is significantly reduced,which can be used as a reference for gynecological medical workers.

Advances in Traditional Chinese Medicine for Gout

Gout has an increasing morbidity rate around the world,correlating well with hypertension,hyperlipidemia,atherosclerosis,obesity and insulin resistance,and so on.In view of Traditional Chinese Medicine(TCM),gout belongs to arthromyodynia.Keys to syndrome differentiation of TCM are in differentiation,corporeality and coated tongue(characterized to be damp).According to the dialectical characteristics of gout TCM,this paper summarized the research of gout TCM,including food-based traditional Chinese medicine,bill of lading medicine,drug extraction,optimal herbs and dosage,individual herb and compound prescription,in order to explore and elaborate the objective curative effect and exact mechanism of gout treated by TCM.