Clinical evaluation of the solitary pulmonary nodule

医学 恶性肿瘤 放射科 单变量分析 逻辑回归 仁慈 肺孤立结节 结核(地质) 正电子发射断层摄影术 核医学 多元分析 内科学 计算机断层摄影术 古生物学 生物
作者
方振剑,佘晖,董芳,黄明朝,柳德灵,赖国祥
出处
期刊:Chin J Postgrad Med 卷期号:36 (07): 17-21
标识
DOI:10.3760/cma.j.issn.1673-4904.2013.07.006
摘要

Objective To screen the clinical factors affecting the malignant probability of solitary pulmonary nodule (SPN) with univariate and multivariate Logistic regression analysis,and to establish a clinical prediction model,evaluate its test effectiveness in the differential diagnosis in SPN.Methods A retrospective cohort study included 182 patients with diagnosis of SPN (group A).Clinical data included gender,age,smoking history,quitting smoking,history of tumor,serum carcinoembryonic antigen (CEA),location,diameter,density,vacuole sign,cavity,airbronchogram,calcifcation,lobulation,spiculate sign,spiculation,pleural indentation sign,vascular convergence sign,enhanced CT value,the maximum standard uptake value (SUV~x) of positron-emission tomography (PET),pathological diagnosis were collected.The independent predictors of malignancy were estimated with univariate and multivariate analysis,then the clinical prediction model to identify malignant was established.Other 45 SPN patients (group B) were used to tested value of the model.Results Univariate analysis showed that gender,age,no lower lobe location,diameter,density,airbronchogram,calcification,lobulation,spiculation,pleural indentation sign,enhanced CT value ≥ 15 HU,SUVm,≥ 2.5 of PET significantly affected judgment of SPN of benign or maligant (P < 0.05).Multivariate analysis revealed that female,age,lobulation,short spiculation,pleural indentation sign was the independent predictors of malignancy in patient with SPN,solid nodule suggested benign.The clinical prediction model to identify malignant was established:P =ex/ (1 + ex),x =-3.399 +1.382 × gender + 0.056 × age + 1.377 × lobulation + 1.498 × spiculation-2.096 × solid + 1.005 × pleural indentation sign,e was natural logarithm.P =0.663 was as cut-off point,group B was used to test value of the model:the sensitivity was 86.5%,the specificity was 62.5%,the positive predictive value was 91.4%,the negative predictive value was 50.0%,the accuracy was 82.2%.Conclusions As for SPN,female,age,lobulation,short spiculation and pleural indentation sign is the independent predictor of malignancy in patient with SPN,solid nodule suggests benign.The prediction model is sufficient to estimate the malignancy of patient with SPN. Key words: Solitary pulmonary nodule;  Diagnosis,differential;  Neoplasms;  Logistic models; Proability of malignancy
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