基于灰色关联分析法的阳虚质影响因子分析.pdf

该【基于灰色关联分析法的阳虚质影响因子分析 】是由【学习一点新的东西】上传分享，文档一共【9】页，该文档可以免费在线阅读，需要了解更多关于【基于灰色关联分析法的阳虚质影响因子分析 】的内容，可以使用淘豆网的站内搜索功能，选择自己适合的文档，以下文字是截取该文章内的部分文字，如需要获得完整电子版，请下载此文档到您的设备，方便您编辑和打印。LUOYue,etal./DigitalChineseMedicine6(2023)151-159151?ContentslistsavailableatScienceDirect数字中医药英︵︶文DigitalChineseMedicinejournalhomepage:ed?GreycorrelationanalysisoninfluencingfactorsofYangdeficiencyconstitutionLUOYuea,JIANGLuxiaa,YANGShengwenb,c,SUBiliangb,d,OUJintaoe,WENChuanbiaoa*,ChengduUniversityofTraditionalChineseMedcine,Chengdu,Sichuan611137,,Xi'munityHealthServiceCenter,JinniuDistrict,Chengdu,Sichuan610032,,JinniuDistrictHospitalofTraditionalChineseMedicine,Chengdu,Sichuan610083,,munityHealthServiceCenter,JinniuDistrict,Chengdu,Sichuan610083,,SichuanYilongCountyHospitalofTraditionalChineseMedicine,Nanchong,Sichuan637676,China?ARTICLEINFOABSTRACT?Articlehistory?Objective?ToexploretheinfluencingfactorsofYangdeficiencyconstitutionintraditionalReceived20March2023Accepted24May2023Chinesemedicine(TCM)fromtheperspectiveofmathematicswiththeuseofcalculationfor-Availableonline25June2023mulas,soastoprotectpatientsfromgettingdiseasescausedbyYangdeficiencyconstitution???BasedontheclassificationanddeterminationcriteriaofTCMconstitutionimple-YangdeficiencyconstitutionmentedbyChinaAssociationofChineseMedicine,datafor24solartermsfromMay5,2020Greycorrelation(StartofSummer)toApril20,2021(GrainRain),arandomforestmodelwasconstructedfortheverificationoftheresultsfromthegreycorrelationanalysis,?Atotalof16259setsofdatawerecollectedfromhealthyorsub-healthyindividualsagedfrom18to60yearslivinginthecentralandnortheasternpartsofSichuanProvince(China),atotalof544setsofdatafortheidentificationofYangdeficiencyconstitution,-%%,?Inthesampledataselectedinthispaper,greycorrelationanalysisistheappro-.?*Correspondingauthor:WENChuanbiao,E-mail:******@cdutcm..:.:LUOY,JIANGLX,YANGSW,,2023,6(2):151-?,whichpermitsun-,etal./DigitalChineseMedicine6(2023)151-159?1?hedegreeofinfluencesbetweenfactorsortheircontributionmeasurestotheTraditionalChinesemedicine(TCM)constitutionsaremainfeaturesunderstudy,whichisespeciallyusefulcrucialfor“preventivetreatmentofdisease”“Saintdoesnottreatdiseases,pletedataisunavailable,makingitapowerfultoolinurring”esdecision-makingandproblem-solvingprocess[21].ItisanfromtheTCMclassicPlainQuestion:TheGreatTheoryofapproachthathasbeenemployedinvariousresearchFourQiRegulatingSpirits(SuWen·SiQiTiaoShenDafields[22-24],《素问四气调神大论篇》LunPian,·).Theideaof"pre-thegreycorrelationtheory,al.[25]analyzedtheventivetreatmentofdisease"isofgreatsignificancetothecorrelationbetweentheidentificationof“Jing-Qi-Shen”practiceofhealthyChinastrategy[1].Constitutionrefersandeachsub-identificationsystemofthehealthstatusofprehensiveandrelativelystableinherentchar-,physiologicalfunc-thatwhentheidentificationof“Jing-Qi-Shen”wasinsuf-tion,andpsychologicalstatethatareshapedthroughoutficientindiabeticpatients,themostrelevantfactorwasaperson’slife,influencedbybothinnateattributesandinsufficient“Jing”,followedbyinsufficient“Qi”“Qiloss”-andfinally"Shenloss".Comparedwithmethodssuchasmanbodythatdevelopandadaptinharmonywiththelogisticregressionanalysis,analysisofvariance,analyticnaturalandsocialenvironmentthroughouttheprocessofhierarchyprocess,anddescriptivestatistics,thegreycor-humangrowthanddevelopment[2].WANGQi,arenow-relationanalysismethodhasnorequirementsforsamplenedexpertinTCM,classifiedconstitutionsintoninesize,withouttypicaldistributionrulesthatthedataneedtypes:Balancedconstitution,Qideficiencyconstitution,,Yindeficiencyconstitution,issimple,withresultsobtainedmoresimilartothequalit-Phlegmdampnessconstitution,Dampheatconstitution,,Qistagnationconstitution,andthisstudy?passedtheresultsofthescalesaswellasInheritedSpecialconstitution[2].ExceptfortheBalancedtheirrespectiveconstitutiontypesfilledoutbyindividu-constitution,theothereightconstitutionsareallimbal-ancedtypes,characterizedbytheirsusceptibilitytospe-,aswellascertaintendenciesinindependentlywithouttheguidanceofadoctor,thecol-lectionprocessmaybeuncontrollable,resultinginun-eofdiseases[2].Theyaremonsoil”-,takingintoficiencyofYangQi,anaversiontocold,andaconstitu-accounttheaforementionedreasons,thisstudyusesthetionmarkedbycoldanddeficientmanifestations[3-5].greycorrelationanalysismethodtoexploretheinfluen-WANGQihighlightedthatindividualswithYangdefi-cingfactorsofYangdeficiencyconstitutioninTCM,inor-ciencyconstitutionweremoresusceptibletodiseasesdertooffernewinsightsandmethodologicalreferencessuchasarthritis,cough,asthma,chronicenteritis,andfortheanalysisofinfluencingfactorsofTCMconstitu-dysmenorrhea[5],andnumerousstudieshavecorrobor-[6-10].Indeed,somestudieshavein-dicatedthatYangdeficiencyconstitutionisassociated?2?Data?and?methodswithanincreasedriskofcardiovasculardisease,urticaria,metabolicsyndrome,cancer,sepsis,anddiabetesintheDatafromthecentralandnortheasternpartsofSichuanelderly[11-19].ConstitutionisarelativelystablestateoftheProvince(China)oftheidentificationofTCMconstitu-humanbody,(ethicalapprovalnumber:2022KL-024,approvedbyTherefore,studyingtheinfluencingfactorsofYangdefi-mitteeoftheAffiliatedHospitalofciencyconstitutionisbeneficialforproactivelyprevent-ChengduUniversityofTraditionalChineseMedicine)ingrelateddiseases,therebyachievingthegoalsof“pre-werecollectedfromMay5,2020(StartofSummer)toventivetreatmentofdisease”and“preventionbeforedis-April20,2021(GrainRain)byusingthemobileacquisi-easeonset”.-subjectsfilledouttheTCMconstitutionidentificationentofthegreyanalysistheory,[20].Itisanovelap-proachusedtostudyproblemsthathavelimitedinforma-??Inclusion?(i)(withoutgenderbias);(ii)theywereeitherLUOYue,etal./DigitalChineseMedicine6(2023)151-159GCAonIFofYangdeficiencyconstitution??153healthyorsub-healthy;(iii)theymettheTCMConstitu-??Data?analysistionClassificationandDeterminationCriteria[3]imple-mentedbytheChinaAssociationofChineseMedicinefor??Data?quantification Inthegreycorrelationanalys-Yangdeficiencyconstitution,withaconversionscore≥is,numericaldataarekeyforcalculations,soitisneces-40;(iv)theywereinformedandconsentofthestudy,(constitutiontypeanditsinfluencingfactor).Inthisstudy,CMconstitutions??Exclusion?criteriawereidentified,whichwereBalancedconstitution,Qide-ficiencyconstitution,Yangdeficiencyconstitution,Yin(i)Patientswereexcludediftheywereinthetreatmentdeficiencyconstitution,Phlegmdampnessconstitution,processofcardiovascularandcerebrovasculardiseases,Dampheatconstitution,Hemostasisconstitution,Qidiabetes,tumor,andothermajordiseases;(ii)theystagnationconstitution,andInheritedSpecialconstitu-sufferedfromnon-majordiseasesbutmedicationmain-tion,andweremarkedbythenumbers1to9,respect-tenancewasrequired;(iii)theywerepregnantorlactat-;(iv)theyhadmentalorneurologicaldiseases;An18*nmatrixwassettoquantifytheinfluencing(v)binedfactorsof18constitutions,,withtheintegernumbersusedinasequentialor--??Observed?indicatorstionasanexample,onditionsoftheindi-Atotalof19variablesincludinggender,age,birthmode,vidualwere:female,18yearsold,bornattimeofZiShifeedingmodewithinfourmonthsafterbirth,ageoffath-(),non-menstrualperiod,eratbirth,ageofmotheratbirth,timeofbirth,familyhis-nofamilyhistoryofdiseases,notveryactive,GrainRaintoryofdiseases,sleepinghabits,exercisinghabits,majorsolarterm,spontaneousbirthatbirth,motherbeing24changesinworkorlife,eatinghabits,solarterms,livingyearsoldandfatherbeing26atthetimeofherbirth,environment,menstrualperiod(onlyforwomen),over-breastfeedingwithinfourmonthsafterbirth,irregulartimework,bodymassindex(BMI),sleepingduration,sleep,7hforsleepingperday,noovertimework,nodeadandTCMconstitutiontype,,aspicyfoodlover,livingenvironmentinasuit-19variables,theformer18weretreatedasindependentableenvironment,,(Table1).Table1???1Gender(male,female)Female2??2Age19yearsold19??3Timeofbirth(ZiShi,ChouShi,YinShi,MaoShi,ChenShi,SiShi,WuShi,WeiShi,ZiShi1ShenShi,YouShi,XuShi,HaiShi)??4Menstrualperiod(no,yes,none)No1??5Familyhistoryofdiseases(hypertension,diabetesmellitus,gastrointestinaldiseases,None12heartdiseases,mentaldiseases,hyperlipidemia,liverdiseases,malignanttumors,stroke,allergicdiseases,others,none)??6Exercisinghabits(Exerciseoften,Sometimesexercise,Donotexercisemuch)Donotexercisemuch3??7Solarterm(BeginningofSpring,Therains,theWakingofInsects,SpringEquinox,GrainRain 6PureBrightness,GrainRain,BeginningofSummer,GrainBuds,GraininEar,SummerSolstice,MinorHeat,MajorHeat,BeginningofAutumn,EndofHeat,WhiteDew,AutumnEquinox,ColdDew,FirstFrost,BeginningofWinter,MinorSnow,MajorSnow,WinterSolstice,MinorCold,MajorCold)??8Birthmode(normaldelivery,cesareansection,prematuredelivery,difficultdelivery,Normaldelivery1unknown)??9Ageofmotheratbirth24yearsold2410Ageoffatheratbirth26yearsold2611Feedingmodewithinfourmonthsafterbirth(breastfeeding,mixedfeeding,artificialBreastfeeding1feeding,unknown)12Sleepinghabits(gotobedandgetupearly,gotobedearlybutgetuplate,gotobedIrregular5latebutgetupearly,gotobedandgetupbothlate)154LUOYue,etal./DigitalChineseMedicine6(2023)151-(hoursperday)7??714Overtimework(hoursperweek)(?20,10-20,5-10,<?5,noovertime)Noovertimework??515Majorchan