CT检查纹理分析对儿童急性胰腺炎复发的预测价值

Predictive value of CT texture analysis for recurrence in children with acute pancreatitis

  • 摘要:
    目的 探讨CT检查纹理分析对儿童急性胰腺炎复发的预测价值。
    方法 采用临床诊断性试验研究方法。收集2016年1月至2018年1月武汉市第四医院收治的56例初发型急性胰腺炎患儿的临床资料;男13例,女43例;中位年龄为5.5岁,年龄范围为3.5~13.0岁。根据56例患儿的随访结果,20例患儿急性胰腺炎复发,设为复发组;36例患儿未复发,设为未复发组。56例患儿均于初次入院24 h内行腹部CT平扫及增强扫描检查。观察指标:(1)两组急性胰腺炎患儿临床病理特征比较。(2)两组急性胰腺炎患儿CT检查纹理参数比较。(3)临床参数与CT检查纹理参数的诊断效能。采用门诊复查和电话方式进行随访。了解患儿疾病复发情况。随访时间截至2020年2月,患儿随访时间需≥24个月。采用Shapiro Wilk检验分析计量资料的正态性。正态分布的计量资料以x±s表示,组间比较采用t检验;偏态分布的计量资料以M(范围)或MP25,P75)表示,组间比较采用Mann‑Whitney U检验。计数资料以绝对数表示,组间比较采用χ²检验。等级资料比较采用Mann‑Whitney U检验。采用Logistic回归模型将差异有统计学意义的临床参数和CT检查纹理参数进行多因素分析,采用受试者工作特征曲线(ROC)评估参数对急性胰腺炎复发的预测效能。
    结果 (1)两组急性胰腺炎患儿临床病理特征比较:复发组患儿并发症(有、无),疾病严重程度分型(轻型、中度重型、重型)分别为14、6例,2、5、13例;未复发组上述指标分别为7、29例,19、11、6例;两组患儿上述指标比较,差异均有统计学意义(χ²=14.021,Z=5.414,P<0.05)。(2)两组急性胰腺炎患儿CT检查纹理参数比较:复发组和未复发组患儿CT检查动脉期纹理参数能量值分别为0.186(0.174,0.206)和0.413(0.405,0.425),两组比较,差异有统计学意义(Z=9.413,P<0.05)。复发组患儿CT检查静脉期纹理参数能量值和熵值分别为0.084(0.078,0.092)和0.961(0.210,1.720),未复发组上述指标分别为0.135(0.124,0.156)和0.372(0.210,0.535);两组患儿上述指标比较,差异均有统计学意义(Z=4.763,7.243,P<0.05)。(3)临床参数与CT检查纹理参数的诊断效能:多因素分析结果显示并发症、疾病严重程度分型、CT检查动脉期纹理参数能量值、CT检查静脉期纹理参数能量值、CT检查静脉期纹理参数熵值均是影响儿童急性胰腺炎复发的相关因素(比值比=0.874、0.765、0.837、0.902、0.813,95%可信区间为0.802~0.985,0.581~0.914,0.753~0.897,0.862~0.948,0.765~0.873,P<0.05)。ROC分析结果显示:临床参数中并发症和疾病严重程度分型的曲线下面积分别为0.734和0.832,单项CT检查纹理参数曲线下面积为0.811~0.867,临床参数联合CT检查纹理参数曲线下面积为0.882。
    结论 CT检查纹理参数分析可早期无创性预测儿童急性胰腺炎复发,且临床参数联合CT检查纹理参数预测效能更优。

     

    Abstract:
    Objective To explore the predictive value of computed tomography (CT) texture analysis for the recurrence in children with acute pancreatitis (AP).
    Methods The clinical diagnostic test was conducted. The clinical data of 56 children with primary AP who were admitted to Wuhan Fourth Hospital from January 2016 to January 2018 were collected. There were 13 males and 43 females, aged from 3.5 to 13.0 years, with a median age of 5.5 years. Based on follow-up in other hospitals, 20 children with recurrence of AP were allocated into recurrence group, and 36 children without recurrence were allocated into non-recurrence group. All the 56 children underwent abdomen plain and enhanced CT scan within 24 hours after first admission. Observation indicators: (1) comparison of clinicopathological features between two groups of children with AP. (2) comparison of CT texture parameters between two groups of children with AP. (3) diagnostic efficacy of clinical features and CT texture parameters. Follow-up using outpatient reexamination and telephone interview was conducted to detect recurrence of AP up to February 2020. The duration of follow-up required more than or equal to 24 months. The Shapiro Wilk test was used to analyze normality of measurement data. Measurement data with normal distribution were repre-sented as Mean±SD, and comparison between groups was conducted using the t test. Measurement data with skewed distribution were represented as M (range) or M (P25,P75), and comparison between groups was conducted using the Mann-Whitney U test. Count data were described as absolute numbers, and comparison between groups was analyzed using the chi-square test. Comparison of ordinal data was conducted using the Mann-Whitney U test. Clinical parameters and CT texture parameters with statistical differences were multivariate analyzed using the Logistic regression model. Receiver operating characteristic curve (ROC) analysis was used to evaluate the predictive efficacy of parameters for recurrence of AP.
    Results (1) Comparison of clinicopatholo-gical features between two groups of children with AP: cases with or without complications were 14 and 6 for the recurrence group, versus 7 and 29 for the non-recurrence group, showing a significant difference between the two groups (χ2=14.021, P<0.05). Cases with minimal, moderately severe or severe disease (severity of disease) were 2, 5, 13 for the recurrence group, versus 19, 11, 6 for the non-recurrence group, showing a significant difference between the two groups (Z=5.414, P<0.05). (2) Comparison of CT texture parameters between two groups of children with AP: the energy value in the arterial phase on CT examination was 0.186(0.174,0.206)for the recurrence group and 0.413(0.405,0.425) for the non-recurrence group, showing a significant difference between the two groups (Z=9.413, P<0.05). The energy value and entropy value in the venous phase on CT examination were 0.084(0.078,0.092) and 0.961(0.210,1.720) for the recurrence group, versus 0.135(0.124,0.156) and 0.372(0.210,0.535) for the non-recurrence group, showing significant differences between the two groups (Z=4.763, 7.243, P<0.05). (3) Diagnostic efficacy of clinical parameters and CT texture parameters: results of multivariate analysis showed the complications, severity of disease, energy value in the arterial phase on CT examination were related factors for recurrence in children with AP, energy value and entropy value in the venous phase on CT examination were related factor for recurrence in children with AP (odds ratio=0.874, 0.765, 0.837, 0.902, 0.813, 95% confidence interval as 0.802‒0.985, 0.581‒0.914, 0.753‒0.897, 0.862‒0.948, 0.765‒0.873, P<0.05). Results of ROC analysis showed that that areas under curve (AUC) of complications, severity of disease in the clinical parameters were 0.734 and 0.832, the AUC of single CT texture parameter was 0.811‒0.867, the AUC of clinico-pathological parameters combined with CT texture parameters was 0.882.
    Conclusion CT texture analysis can early and non-invasively predict the recurrence of AP in children, and the combination of clinicopathological parameters with CT texture parameter has a better predictive efficacy.

     

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