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超声直方图特征评估腮腺放射性毒性的诊断准确性:一项头颈部癌放疗后口干症的临床研究

Diagnostic accuracy of ultrasonic histogram features to evaluate radiation toxicity of the parotid glands: a clinical study of xerostomia following head-and-neck cancer radiotherapy.

作者信息

Yang Xiaofeng, Tridandapani Srini, Beitler Jonathan J, Yu David S, Chen Zhengjia, Kim Sungjin, Bruner Deborah W, Curran Walter J, Liu Tian

机构信息

Department of Radiation Oncology, Emory University, 1365 Clifton Rd NE, Atlanta, GA 30322.

Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia; Winship Cancer Institute, Emory University, Atlanta, Georgia.

出版信息

Acad Radiol. 2014 Oct;21(10):1304-13. doi: 10.1016/j.acra.2014.05.017. Epub 2014 Aug 1.

Abstract

RATIONALE AND OBJECTIVES

To investigate the diagnostic accuracy of ultrasound histogram features in the quantitative assessment of radiation-induced parotid gland injury and to identify potential imaging biomarkers for radiation-induced xerostomia (dry mouth)-the most common and debilitating side effect after head-and-neck radiotherapy (RT).

MATERIALS AND METHODS

Thirty-four patients, who have developed xerostomia after RT for head-and-neck cancer, were enrolled. Radiation-induced xerostomia was defined by the Radiation Therapy Oncology Group/European Organization for Research and Treatment of Cancer morbidity scale. Ultrasound scans were performed on each patient's parotids bilaterally. The 34 patients were stratified into the acute-toxicity groups (16 patients, ≤ 3 months after treatment) and the late-toxicity group (18 patients, > 3 months after treatment). A separate control group of 13 healthy volunteers underwent similar ultrasound scans of their parotid glands. Six sonographic features were derived from the echo-intensity histograms to assess acute and late toxicity of the parotid glands. The quantitative assessments were compared to a radiologist's clinical evaluations. The diagnostic accuracy of these ultrasonic histogram features was evaluated with the receiver operating characteristic (ROC) curve.

RESULTS

With an area under the ROC curve greater than 0.90, several histogram features demonstrated excellent diagnostic accuracy for evaluation of acute and late toxicity of parotid glands. Significant differences (P < .05) in all six sonographic features were demonstrated between the control, acute-toxicity, and late-toxicity groups. However, subjective radiologic evaluation cannot distinguish between acute and late toxicity of parotid glands.

CONCLUSIONS

We demonstrated that ultrasound histogram features could be used to measure acute and late toxicity of the parotid glands after head-and-neck cancer RT, which may be developed into a low-cost imaging method for xerostomia monitoring and assessment.

摘要

原理与目的

探讨超声直方图特征在放射性腮腺损伤定量评估中的诊断准确性,并确定放射性口干(最常见且使人衰弱的头颈部放疗后副作用)的潜在影像生物标志物。

材料与方法

纳入34例头颈部癌放疗后出现口干的患者。放射性口干根据放射治疗肿瘤学组/欧洲癌症研究与治疗组织的发病率量表进行定义。对每位患者的双侧腮腺进行超声扫描。34例患者被分为急性毒性组(16例,治疗后≤3个月)和晚期毒性组(18例,治疗后>3个月)。另外13名健康志愿者组成的对照组对其腮腺进行了类似的超声扫描。从回声强度直方图中提取六个超声特征,以评估腮腺的急性和晚期毒性。将定量评估结果与放射科医生的临床评估进行比较。采用受试者操作特征(ROC)曲线评估这些超声直方图特征的诊断准确性。

结果

几个直方图特征的ROC曲线下面积大于0.90,在评估腮腺急性和晚期毒性方面显示出优异的诊断准确性。对照组、急性毒性组和晚期毒性组在所有六个超声特征上均存在显著差异(P <.05)。然而,主观的放射学评估无法区分腮腺的急性和晚期毒性。

结论

我们证明了超声直方图特征可用于测量头颈部癌放疗后腮腺的急性和晚期毒性,这可能发展成为一种用于口干监测和评估的低成本成像方法。

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本文引用的文献

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Ultrasound Med Biol. 2012 Sep;38(9):1514-21. doi: 10.1016/j.ultrasmedbio.2012.05.005. Epub 2012 Jul 3.
4
Changes of parotid and submandibular glands caused by radiotherapy--an ultrasound evaluation.
Dentomaxillofac Radiol. 2012 Jul;41(5):379-84. doi: 10.1259/dmfr/17113005. Epub 2012 Jan 12.
5
MRI to quantify early radiation-induced changes in the salivary glands.
Radiother Oncol. 2011 Sep;100(3):386-9. doi: 10.1016/j.radonc.2011.08.020. Epub 2011 Sep 15.
6
Assessment of post-radiotherapy salivary glands.
Br J Radiol. 2011 May;84(1001):393-402. doi: 10.1259/bjr/66754762.
8
Radiotherapy dose-volume effects on salivary gland function.
Int J Radiat Oncol Biol Phys. 2010 Mar 1;76(3 Suppl):S58-63. doi: 10.1016/j.ijrobp.2009.06.090.
9
Radiation-induced xerostomia: objective evaluation of salivary gland injury using MR sialography.
AJNR Am J Neuroradiol. 2009 Jan;30(1):53-8. doi: 10.3174/ajnr.A1322. Epub 2008 Oct 8.
10
Comparison of sonographic appearance of normal and postradiotherapy parotid glands: a preliminary study.
Ultrasound Med Biol. 2007 Aug;33(8):1244-50. doi: 10.1016/j.ultrasmedbio.2007.02.016. Epub 2007 Apr 27.

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