基于DWI的分形维数评价3D打印技术对胶质瘤术后临床疗效的价值OA北大核心CSTPCD
The value of DWI-based fractal dimension in evaluating the clinical efficacy of 3D printing technology for gliomas after surgery
目的 使用基于弥散加权成像(diffusion weighted imaging,DWI)的分形维数(fractal dimension,FD)评价个性化3D打印技术是否可以提高手术治疗胶质瘤患者的临床疗效.材料与方法 回顾性分析2018年1月至2023年1月我院经病理证实的136例胶质瘤患者病例,其中32例为试验组,术前使用了个性化3D打印技术;其余患者为对照组,进行常规开颅手术.在术后一周DWI图上手动勾画术区周围边界,绘制二值图后测量FD.使用FD中位数对对照组进行分组,比较对照组中高FD和低FD患者的手术情况、疼痛程度、神经缺损程度、预后、日常生活能力是否存在差异;探究个性化3D打印技术是否会影响水肿创面的FD,以及是否会进一步提高患者临床疗效.结果 高FD组的疼痛程度(t=-13.228,P<0.001)、神经缺损程度(t=-2.627,P=0.008)高于低FD组,日常生活能力(t=4.821,P<0.001)及预后(t=-3.058,P=0.003)较低FD组差.受试者工作特征(receiver operating characteristic,ROC)曲线结果显示FD能对患者上述四项评分的高低进行有效区分,术前使用个性化3D打印技术可使得患者水肿带FD下降,减轻神经缺损程度并提高日常生活能力,但对改善预后及术区疼痛效果不明显.结论 个性化3D打印技术可以有效降低患者术区创面水肿带的FD,减轻神经损伤,值得临床应用.
Objective:To evaluate whether personalized 3D printing technology can improve the clinical outcomes of surgically treated glioma patients using diffusion weighted imaging(DWI)-based FD.Materials and Methods:We retrospectively analyzed 136 cases of patients with pathologically confirmed gliomas in our hospital from January 2018 to January 2023,of which 32 cases were in the experimental group,in which the personalized 3D printing technology was used preoperatively;the remaining patients were in the control group,in which conventional craniotomy was performed.The boundaries around the operated area were manually outlined on DWI maps one week after surgery,and the FD was measured after drawing binary maps.Using the median FD to group the control group,we compared whether there was a difference in surgical condition,pain level,neurological deficit,prognosis,and ability to perform daily life between patients with high and low FD in the control group;and explored whether the personalized 3D printing technology affected the FD of the edematous trauma and whether it would further improve the clinical outcome of the patients.Results:The degree of pain(t=-13.228,P<0.001)and the degree of nerve defect(t=-2.627,P=0.008)in the high FD group were higher than those in the low FD group,and the activities of daily living(t=4.821,P<0.001)and prognosis(t=-3.058,P=0.003)were worse than those in the low FD group.The results of receiver operating characteristic(ROC)curve showed that FD could effectively distinguish the above four scores of patients.The use of personalized 3D printing technology before operation can reduce the FD of patients with edema zone,reduce the degree of nerve defect and improve the ability of daily living,but it has no obvious effect on improving the prognosis and pain in the operation area.Conclusions:Personalized 3D printing technology can effectively reduce the FD of the oedema band in the surgical area of patients and reduce nerve damage,which is worthy of clinical application.
席华泽;景梦园;柴彦军;赵志勇;袁隆;杨晶晶;徐敏;周俊林
兰州大学第二医院放射科,兰州 730000||兰州大学第二临床医学院,兰州 730000||甘肃省医学影像重点试验室,兰州大学第二医院,兰州 730000||医学影像人工智能甘肃省国际科技合作基地,兰州 730000兰州大学第二医院放射科,兰州 730000||甘肃省医学影像重点试验室,兰州大学第二医院,兰州 730000||医学影像人工智能甘肃省国际科技合作基地,兰州 730000兰州大学第二医院神经外科,兰州 730000
临床医学
脑胶质瘤弥散加权成像磁共振成像分形维数3D打印技术精准医疗
gliomadiffusion-weighted imagingmagnetic resonance imagingfractal dimension3D printing technologyprecision medicine
《磁共振成像》 2024 (004)
32-37,44 / 7
National Natural Science Foundation of China(No.82371914);Health Industry Scientific Research Program of Gansu Province(No.GSWSKY2018-52). 国家自然科学基金面上项目(编号:82371914);甘肃省卫生行业科研计划资助项目(编号:GSWSKY2018-52)
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