基于多元統(tǒng)計(jì)分析和貝葉斯網(wǎng)絡(luò)的精神分裂癥合并超重或肥胖患者的中醫(yī)證候分析

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本文引用:.基于多元統(tǒng)計(jì)分析和貝葉斯網(wǎng)絡(luò)的精神分裂癥合并超重或肥胖患者的中醫(yī)證候分析[J].湖南中醫(yī)藥大學(xué)學(xué)報(bào),2025,45(4):711-718.
[關(guān)鍵詞]精神分裂癥合并超重或肥胖;因子分析;聚類分析;多元統(tǒng)計(jì)分析;貝葉斯網(wǎng)絡(luò);中醫(yī)證候[中圖分類號]R259 [文獻(xiàn)標(biāo)志碼]A [文章編號]doi:10.3969/j.issn.1674-070X.2025.04.019
[Abstract]Objective Toinvestigate the Chinese medicine patem lawsinschizophreniapatientswith overweightor obesity.MethodsAcros-sectionalstudywasonduted,collctingTCMpatteminformationof36Oshizophreniapatintswith overweightorobesitywhovisitedoutpatientclinicsorwerehospitalizedattheThirdHospitalofHeilongjiang Province(Mental andNeurologicalDiseaseHospitalofHeilongjiangProvince)anditssub-centersfromJune2O23toJune2O24.Multivariate statisticalanalyses,includingfactoranalysisandclusteranalysis,wereemployedfordimensionalityreductionandcategozation. BasicTCM patern elements (diseaselocationandnature)andpattem identificationtypeswereextractedandsummarized.Bayesian networkwasusedtopreliminarilyexploretherelationshipsofpaterns—pattrntypes—clinicalindex.ResultsNinepatern factorsandfivepatterntypeswereidentified,withtheafectedorgansinvolvingtheliver,galbladder,heart,splee,and kidney.Diseasenaturesincludeqideficiency,yang deficiency,phlegm,dampnes,qistagnation,bloodstasis,qideficiency, andfire-heat.Theidentiedpaternsincludedeficiencyoftheheartandspleen,dualdeficiencyofqiandyin,bloodstasis duetoqi deficiency,yangdeficiencyof thespleenandkidney,anddampnessstagnationtransforming intofire.Whenthe targetvariablewassetasthebodymassindex(BMI)≥24kg/m,theposteriorprobabilitiesforthepaternsofyangdeficiency ofthespleenandkidney,deficiencyoftheheartandspleen,anddampnesstransformingintofirewerethetoptree. Conclusion TheTCMpaternsinschizophreniapatientswithoverweightorobesitycanbepreliminarilycategorizedintofive types.Among them,yangdeficiencyofthesplenandkidney,dficiencyoftheheartandspleen,anddampness transfoing intofirearecommonpatternsasociatedwithhigherBMI.Multivariatestatisticalanalysescanbeusedtoexplorethepatten lawsin schizophrenia patients with overweight or obesity.
[Keywords]schizophreniawithoverweightorobesity;factoranalysis;clusteranalysis;multivariatestatisticalanalysis; Bayesian network; Chinese medicine pattern
精神分裂癥是精神科常見病,以認(rèn)知、思維、行為、情感等方面的功能障礙為主要表現(xiàn),具有致殘率高、疾病負(fù)擔(dān)重等特點(diǎn)。(剩余8928字)