。采用 Cox 回歸分析篩選出影響TIPS術(shù)后生存的獨(dú)立危險(xiǎn)因素,構(gòu)建預(yù)測(cè)模型列線圖;采用一致性指數(shù)(C-index)和受試者操作特征曲線(ROC曲線)評(píng)估模型的區(qū)分能力,同時(shí)通過(guò)校準(zhǔn)曲線評(píng)估模型預(yù)測(cè)價(jià)值。符合正態(tài)分布的計(jì)量資料兩組間比較采用成組t檢驗(yàn);非正態(tài)分布的計(jì)量資料兩組間比較采用Wilcoxon秩和檢驗(yàn)。計(jì)數(shù)資料兩組間比較采用 χ<sup>2</sup> 檢驗(yàn)。通過(guò)Kaplan-Meier分析計(jì)算累積生存率。結(jié)果訓(xùn)練組患者的1、3、5年累積生存率分別為 91.1%.79.5% 和 77.0% 。Cox多因素回歸分析結(jié)果顯示,年齡 (HR=1.047,95%CI=1.032~1.092,P<0.001) MELD評(píng)分 (HR=1.127,95%CI:1.003~ 1.268, P=0.045<sup>′</sup> 和血清鈉水平 (HR=0.928,95%CI:0.878~0.981,P=0.008) 是患者生存的獨(dú)立影響因素,并以此建立預(yù)測(cè)模型和列線圖。訓(xùn)練組和驗(yàn)證組預(yù)測(cè)模型C-index分別為0.760和 0.757 。訓(xùn)練組列線圖預(yù)測(cè)1、3、5年生存率的R0C曲線下面積分別為0.807、0.788和0.787。校準(zhǔn)曲線顯示列線圖預(yù)測(cè)與實(shí)際結(jié)果一致性較好。結(jié)論基于年齡、MELD評(píng)分和血清鈉構(gòu)建了預(yù)測(cè)肝硬化伴EGVB患者TIPS術(shù)后生存的列線圖模型,該模型具有良好的區(qū)分度與準(zhǔn)確度。-龍?jiān)雌诳W(wǎng)" />

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經(jīng)頸靜脈肝內(nèi)門(mén)體分流術(shù)治療肝硬化伴食管胃靜脈曲張破裂出血患者術(shù)后生存預(yù)測(cè)模型的建立和驗(yàn)證

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Abstract:ObjectiveToinvestigate theriskfactors forsurvival aftertransjugular intrahepaticportosystemicshunt(TPS)in patientswithlivercirrosisandesophagogastricvaricealbleeding(EGVB),andtoestablishapredictivemodelforsurvivalafter TIPS.MethodsClinicaldatawerecollctedfrom352patientswithlivercirhosisandEGVBwhounderwentTIPSinDepartment ofGastroenterologyAfiliatedDumTowerHospitalofNanjing UniversityMedicalSchool,fromJanuaryO15toDecember2018, and the patients were randomly divided into training group ( n=248 )andvalidation group ( n=104 )at a ratio of 7:3 . The Cox regresionanalysiswasusedtoidentifytheindependentriskfactorsforsurvivalafterTIPS,andanomogrampredictivemodelwas established.Theindexofconcordance(C-index)andthereceiveroperatingcharacteristic(ROC)curve wereusedtossesste discriminatoryabilityofthemodelandthecalibratiocurveasusedtossstepredictivevalueoftemodel.Teindepedent samples t testwasusedforcomparisonofnormallydistributedcontinuousdatabetween two groups,andtheWilcoxonrank-sumtestwas usedforcomparisonofnon-noalldisriutedcontiuousdatabetweetwgroups;thechisquaretestwasusedforcomparisonof categoricaldatabetweentwogroups.TeKaplan-Meieranalysiswasusedtocalculatecumulativesurvivalrate.ResultsFortepatints in the training group,the 1-,3-,and 5-year cumulative survival rates were 91.1 % 79.5% ,and 77.0% ,respectively. The multivariate Cox regression analysis showed that age (hazard ratio [HR]=1.047 ,95 % confidence interval ?CI?:1.032-1.092,P<0.001) ,MELD score (HR=1.127,95%CI: 1.003—1.268, P =0.045),and serum sodium(Na)( HR =0.928, 95%CI: 0.878—0.981, P =0.008)were independentinfluencingfactorsforsurvival,andapredictivemodelandanomogramwereestablishedbasedonthesefactors.The predictivemodelhadaC-idexofO.76OinthetraininggroupandO.757inthevalidationgroup.Inthetraining groupthenomogamhad an area under the ROC curve of O.8O7,O.788,and O.787,respectively,in predicting 1-,3- ,and 5-year cumulative survival rates. The calibrationcureshowedrelativelyhighconsistencybetweetheresultspredictedbythenomogramandtheactualresultsConclusionA nomogrammodelisestablishedbasedonage,MELDscore,andNaforpredictingsurvivalafterTSinpatientswithliverciosisnd EGVB,and this model has good discriminatory ability and accuracy.

KeyWords:Liver Cirrosis;Esophagealand Gastric Varices;PortasystemicShunt,Transjugular Intraepatic;Prognosis; Nomograms

Research funding:National Natural ScienceFoundation ofChina(82370628)

門(mén)靜脈高壓癥是肝硬化的主要并發(fā)癥之一,包括腹水、肝性腦病(HE)和出血。(剩余11389字)

目錄
monitor