Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma

被引:33
作者
Kim, Soo-Yeon [1 ,3 ]
Lee, Eunjung [2 ]
Nam, Se Jin [1 ]
Kim, Eun-Kyung [1 ]
Moon, Hee Jung [1 ]
Yoon, Jung Hyun [1 ]
Han, Kyung Hwa [1 ]
Kwak, Jin Young [1 ]
机构
[1] Yonsei Univ, Coll Med, Res Inst Radiol Sci, Dept Radiol,Severance Hosp, Seoul, South Korea
[2] Yonsei Univ, Dept Computat Sci & Engn, Seoul, South Korea
[3] Seoul Natl Univ Hosp, Dept Radiol, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
NODULES; RECURRENCE; FEATURES; US; PATTERN; BENIGN;
D O I
10.1371/journal.pone.0176103
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This retrospective study aimed to evaluate whether ultrasound texture analysis is useful to predict lymph node metastasis in patients with papillary thyroid microcarcinoma (PTMC). This study was approved by the Institutional Review Board, and the need to obtain informed consent was waived. Between May and July 2013, 361 patients (mean age, 43.8 +/- 11.3 years; range, 16-72 years) who underwent staging ultrasound (US) and subsequent thyroidectomy for conventional PTMC <= 10 mm between May and July 2013 were included. Each PTMC was manually segmented and its histogram parameters (Mean, Standard deviation, Skewness, Kurtosis, and Entropy) were extracted with Matlab software. The mean values of histogram parameters and clinical and US features were compared according to lymph node metastasis using the independent t-test and Chi-square test. Multivariate logistic regression analysis was performed to identify the independent factors associated with lymph node metastasis. Tumors with lymph node metastasis (n = 117) had significantly higher entropy compared to those without lymph node metastasis (n = 244) (mean +/- standard deviation, 6.268 +/- 0.407 vs. 6.171 +/-.0.405; P = .035). No additional histogram parameters showed differences in mean values according to lymph node metastasis. Entropy was not independently associated with lymph node metastasis on multivariate logistic regression analysis (Odds ratio, 0.977 [95% confidence interval (CI), 0.482-1.980]; P = .949). Younger age (Odds ratio, 0.962 [95% CI, 0.940-0.984]; P = .001) and lymph node metastasis on US (Odds ratio, 7.325 [95% CI, 3.573-15.020]; P < .001) were independently associated with lymph node metastasis. Texture analysis was not useful in predicting lymph node metastasis in patients with PTMC.
引用
收藏
页数:10
相关论文
共 36 条
[1]   Korea's Thyroid-Cancer "Epidemic" - Screening and Overdiagnosis [J].
Ahn, Hyeong Sik ;
Kim, Hyun Jung ;
Welch, H. Gilbert .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (19) :1765-1767
[2]  
[Anonymous], RADIOLOGY
[3]  
[Anonymous], THYROID
[4]   Computerized Texture Analysis of Persistent Part-Solid Ground-Glass Nodules: Differentiation of Preinvasive Lesions from Invasive Pulmonary Adenocarcinomas [J].
Chae, Hee-Dong ;
Park, Chang Min ;
Park, Sang Joon ;
Lee, Sang Min ;
Kim, Kwang Gi ;
Goo, Jin Mo .
RADIOLOGY, 2014, 273 (01) :285-293
[5]   Preoperative Staging of Papillary Thyroid Carcinoma: Comparison of Ultrasound Imaging and CT [J].
Choi, Ji Soo ;
Kim, Jinna ;
Kwak, Jin Young ;
Kim, Min Jung ;
Chang, Hang Seok ;
Kim, Eun-Kyung .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 193 (03) :871-878
[6]   Interobserver and Intraobserver Variations in Ultrasound Assessment of Thyroid Nodules [J].
Choi, Seon Hyeong ;
Kim, Eun-Kyung ;
Kwak, Jin Young ;
Kim, Min Jung ;
Son, Eun Ju .
THYROID, 2010, 20 (02) :167-172
[7]   Papillary microcarcinoma of the thyroid - Prognostic significance of lymph node metastasis and multifocality [J].
Chow, SM ;
Law, SCK ;
Chan, JKC ;
Au, SK ;
Yau, S ;
Lau, WH .
CANCER, 2003, 98 (01) :31-40
[8]  
Hay Ian D, 2007, Endocr Pract, V13, P521
[9]   Ill-defined edge on ultrasonographic examination can be a marker of aggressive characteristic of papillary thyroid microcarcinoma [J].
Ito, Y ;
Kobayashi, K ;
Tomoda, C ;
Uruno, T ;
Takamura, Y ;
Miya, A ;
Matsuzuka, F ;
Kuma, K ;
Miyauchi, A .
WORLD JOURNAL OF SURGERY, 2005, 29 (08) :1007-1012
[10]   Prognosis and growth activity depend on patient age in clinical and subclinical papillary thyroid carcinoma [J].
Ito, Yasuhiro ;
Miyauchi, Akira ;
Kobayashi, Kaoru ;
Miya, Akihiro .
ENDOCRINE JOURNAL, 2014, 61 (03) :205-213